Artificial Intelligence Solutions and Market Opportunities: AI and Cognitive Computing Technologies, Infrastructure, Capabilities, Leading Apps and Services 2019

Most Comprehensive Research Covering Artificial Intelligence Solutions, and Market Opportunities

This is the most comprehensive research available covering artificial intelligence in telecommunications, media, and digital technology as a whole. For example, it covers AI in everything from consumer devices to communications networks as well as AI in key markets and technologies such as AI in supply chain management and AI-bases smart machines used in various industry verticals. It also covers the convergence of AI with IoT (AIoT), which is also known as the Artificial Intelligence of Things. It also provides a look ahead towards general-purpose intelligence, which represents the evolution of AI towards a utility function in which cognitive capabilities are leveraged within virtually every product, service, application, and solution.One of the fastest-growing areas for artificial intelligence is the AI chipset marketplace, which is poised to transform the entire embedded system ecosystem with a multitude of AI capabilities such as deep machine learning, image detection, and many others. This will also be transformational for existing critical business functions such as Identity management, authentication, and cybersecurity. Multi-processor AI chipsets learn from the environment, users, and machines to uncover hidden patterns among data, predict actionable insight, and perform actions based on specific situations. AI chipsets will become an integral part of both AI software/systems as well as critical support of any data-intensive operation as they drastically improve processing for various functions as well as enhance overall computing performance.For example, AI-enabled chatbots are taking Customer Relationship Management (CRM) to a new level as business-to-business, business-to-consumer, and consumer-to-business communications is both automated and improved by way of push and pull of the right information at the right time. Chatbots also provide benefits to customers as both existing clients and prospects enjoy the freedom to interact on their own terms. Our research indicates that over 50% of customer queries may be managed today via AI-based chatbots. As the interface between humans and computers evolves from an "operational" interface (Websites and traditional Apps) to an increasingly more "conversational" interface expectations about how humans communicate, consume content, use apps, and engage in commerce will change dramatically. This transformation is poised to impact virtually every aspect of marketing and sales operations for every industry vertical. For example, AI-enabled voice chat, also known as conversational AI, provides a completely human-like experience and will completely replace human-based CRM in some industries.Smart machines collectively represent intelligent devices, machinery, equipment, and embedded automation software that perform repetitive tasks and solve complex problems autonomously. Along with AI, IoT connectivity, and M2M communications, smart machines are a key component of smart systems, which include many emerging technologies such as smart dust, neuro-computing, and advanced robotics. Smart machines will also benefit significantly from advancements in AIoT. The drivers for enterprise and industrial adoption of smart machines include improvements in the smart workplace, smart data discovery, cognitive automation, and more. Currently conceived smart machine products include autonomous robots (such as service robots), self-driving vehicles, expert systems (such as medical decision support systems), medical robots, intelligent assistants (such as automated online assistants), virtual private assistants (Siri, Google Assistant, Amazon Alexa, etc.), embedded software systems (such as machine monitoring and control systems), neurocomputers (such as purpose-built intelligent machines), and smart wearable devices.Computing at the edge of IT and communications networks will require a different kind of intelligence. AI will be required for both security (data and infrastructure) as well as to optimize the flow of information in the form of streaming data and the ability to optimize decision-making via real-time data analytics. Edge networks will be the “point of the spear” so to speak when it comes to data handling, meaning that streaming data will be available for processing and decision-making. While advanced data analytics software solutions can be very effective for this purpose, there will be opportunities to enhance real-time data analytics by way of leveraging AI to automate decision making and to engage machine learning for ongoing efficiency and effectiveness improvements.Cognitive informatics is poised to become an important aspect of every major vertical. The cognitive informatics market relies upon those technologies that improve human information processing. Technologies included within this interdisciplinary domain always include some degree of Artificial Intelligence and cognitive computing, but are increasingly involving Internet of Things (IoT) enabled devices, networks and systems. In fact, this multidisciplinary combination of cognition and information sciences includes the convergence of AI and IoT, which is also referred to as the AIoT market. As human beings have cognitive limitations (such as attention, comprehension, decision-making, learning, memory, learning, and visualization), the cognitive informatics market seeks to provide human cognition augmentation and enhancement. Advancements in the understanding human behavioral science, neuroscience, and psychology are combined with innovation in AI such as improved Natural Language Processing (NLP) mechanisms and linguistics processes. Machine learning improvements to areas such as “what is said vs. what is meant” and context-based AI are leading to an overall improvement in man-machine interfaces critical to successful cognitive informatics market implementation.The role and importance of AI in 5G ranges from optimizing resource allocation to data security and protection of network and enterprise assets. However, the concept of using AI in networking is a relatively new area that will ultimately require a more unified approach to fully realize its great potential. In addition, AI will assist 5G network slicing, which represents the ability to dynamically allocate bandwidth, and enforce associated service level agreements, and a per-customer and per-application basis. AI will automate the process of assigning network slices, including informing enterprise customers when the slices they are requesting are not in their best interest based on anticipated network conditions.The convergence of AI and Internet of Things (IoT) technologies and solutions (AIoT) is leading to “thinking” networks and systems that are becoming increasingly more capable of solving a wide range of problems across a diverse number of industry verticals. AI adds value to IoT through machine learning and improved decision making. IoT adds value to AI through connectivity, signaling, and data exchange. AIoT is just beginning to become part of the ICT lexicon as the possibilities for the former adding value to the latter are only limited by the imagination. With AIoT, AI is embedded into infrastructure components, such as programs, chipsets and edge computing, all interconnected with IoT networks. APIs are then used to extend interoperability between components at the device level, software level and platform level. These units will focus primarily on optimizing system and network operations as well as extracting value from data. While early AIoT solutions are rather monolithic, it is anticipated that AIoT integration within businesses and industries will ultimately lead to more sophisticated and valuable inter-business and cross-industry solutions. These solutions will focus primarily upon optimizing system and network operations as well as extracting value from industry data through dramatically improved analytics and decision-making processes.IoT in consumer, enterprise, industrial, and government market segments has very unique needs in terms of infrastructure, devices, systems, and processes. One thing they all have in common is that they each produce massive amounts of data, most of which is of the unstructured variety, requiring big data technologies for management. AI algorithms enhance the ability for big data analytics and IoT platforms to provide value to each of these market segments. The author sees three different types of IoT Data: (1) Raw (untouched and unstructured) Data, (2) Meta (data about data), and (3) Transformed (valued-added data). AI will be useful in support of managing each of these data types in terms of identifying, categorizing, and decision making.AI coupled with advanced big data analytics provides the ability to make raw data meaningful and useful as information for decision-making purposes. The use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in the area of streaming data and real-time analytics associated with edge computing networks. Real-time data will be a key value proposition for all use cases, segments, and solutions. The ability to capture streaming data, determine valuable attributes, and make decisions in real-time will add an entirely new dimension to service logic. In many cases, the data itself, and actionable information will be the service.Experiential networking is a relatively new concept with ETSI forming an Industry Specification Group (ISG) focused on “Experiential Network Intelligence” (ENI) and holding an initial ISG ENI meeting in 2017. These efforts define an “observe-orient-decide-act” control model with the intent that networks will become increasingly more adaptive, supporting intelligent service operations by way of cognitive network management. Accordingly, core to the experiential networking market is the use of AI and cognitive computing. More specifically, ENI will leverage data and contextual information (such as AI-based decision making) to take actions based on device and system-related events. Responses to events, related processes, and machine learning, allows ENI to make automated decisions and provide recommendations for use by other systems such as management and orchestration platforms. This event-driven approach allows the experiential networking market to use various technologies to engage in intelligent analysis necessary for network and service policies and modeling.Also known as Artificial General Intelligence (AGI), General Purpose Artificial Intelligence represents silicon-based AI that mimics human-like cognition to perform a wide variety of tasks that span beyond mere number crunching. Whereas most current AI solutions are limited in terms of the type and variety of problems that may be solved, AGI may be employed to solve many different problems including machine translation, natural language processing, logical reasoning, knowledge representation, social intelligence, and numerous others. Unlike many early AI solutions that were designed and implemented with a narrow focus, AGI will be leveraged to solve problems in many different domains and across many different industry verticals including 3D design, transforming customer service, securing enterprise data, securing public facility and personnel, financial trading, healthcare solution, highly personalized target marketing, detecting fraud, recommendation engines, autonomous vehicles and smart mobility, online search, and many other areas. AGI is rapidly evolving in many areas. However, scalability remains a challenge.Modern supply chains represent complex systems of organizations, people, activities, information, and resources involved in moving a product or service from supplier to customer. Supply Chain Management (SCM) solutions are typically manifest in software architecture and systems that facilitate the flow of information among different functions within and between enterprise organizations. Leading SCM solutions catalyze information sharing across organizational units and geographical locations, enabling decision-makers to have an enterprise-wide view of the information needed in a timely, reliable and consistent fashion. Various forms of AI are being integrated into SCM solution to improve everything from process automation to providing greater visibility into static and real-time data as well as related management information systems. In addition to fully automated decision making, AI systems are also leveraging various forms of cognitive computing to optimize the combined efforts of artificial and human intelligence. For example, AI in SCM is enabling improved supply chain automation through the use of virtual assistants, which are used both internally (within a given enterprise) as well as between supply chain members (e.g. customer-supplier chains).Target Audience:

Device manufacturers
Network infrastructure suppliers
Communication service providers
AI and cognitive computing companies
Data management and analytics companies
Enterprise companies in all industry verticals

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Artificial Intelligence Market by Technology, Infrastructure, Components, Devices, Solutions, and Industry Verticals 2019 – 2024

1.0 Introduction

1.1 Executive Summary
1.2 Research Objectives
1.3 Select Findings
1.4 Target Audience
1.5 Companies in the Report

2.0 Overview

2.1 Defining Artificial Intelligence
2.2 Artificial General Intelligence
2.3 Artificial Super Intelligence
2.4 Artificial Intelligence Types
2.5 Artificial Intelligence Language
2.6 Artificial Intelligence Systems
2.7 AI Outcomes and Enterprise Benefits
2.8 Conversational User Interfaces
2.9 Cognitive Computing and Swarm Intelligence
2.10 AI Market Drivers and Impact
2.11 AI Market Constraints
2.12 AI Market Opportunities
2.13 AI Market Outlook and Predictions

3.0 Technology Impact Analysis

3.1 AI Technology Matrix
3.1.1 Machine Learning
3.1.1.1 Deep Learning
3.1.1.2 Supervised vs. Unsupervised Learning
3.1.1.3 Reinforcement Learning
3.1.2 Natural Language Processing
3.1.3 Computer Vision
3.1.4 Speech Recognition
3.1.5 Context Aware Processing
3.1.6 Artificial Neural Network
3.1.7 Predictive APIs
3.1.8 Autonomous Robotics
3.2 AI Technology Readiness
3.3 Machine Learning APIs
3.3.1 IBM Watson API
3.3.2 Microsoft Azure Machine Learning API
3.3.3 Google Prediction API
3.3.4 Amazon Machine Learning API
3.3.5 BigML
3.3.6 AT&T Speech API
3.3.7 Wit.ai
3.3.8 AlchemyAPI
3.3.9 Diffbot
3.3.10 PredictionIO
3.3.11 General Application Environment
3.4 AI Technology Goal
3.5 AI Tools and Approaches
3.6 Emotion AI
3.6.1 Facial Detection APIs
3.6.2 Text Recognition APIs
3.6.3 Speech Recognition APIs
3.7 IoT Application and Big Data Analytics
3.8 Data Science and Predictive Analytics
3.9 Edge Computing and 5G Network
3.10 Cloud Computing and Machine Learning
3.11 Smart Machine and Virtual Twinning
3.12 Factory Automation and Industry 4.0
3.13 Building Automation and Smart Workplace
3.14 Cloud Robotics and Public Security
3.15 Self-Driven Network and Domain Specific Network
3.16 Predictive 3D Design

4.0 Market Solutions and Applications Analysis

4.1 AI Market Landscape
4.1.1 Embedded Device and Things
4.1.2 AI Software and Platform
4.1.3 AI Component and Chipsets
4.1.4 AI Service and Deployment
4.2 AI Application Delivery Platform
4.3 AIaaS and MLaaS
4.4 Enterprise Adoption and External Investment
4.5 Enterprise AI Drive Productivity Gains
4.6 AI Patent and Regulatory Framework
4.7 Value Chain Analysis
4.7.1 Artificial Intelligence Companies
4.7.2 IoT Companies and Suppliers
4.7.3 Data Analytics Providers
4.7.4 Connectivity Infrastructure Providers
4.7.5 Components and Chipsets Manufacturers
4.7.6 Software Developers and Data Scientists
4.7.7 End Users
4.7.8 End User Industry and Application
4.8 AI Use Case Analysis
4.9 Competitive Landscape Analysis

5.0 Company Analysis

5.1 NVIDIA Corporation
5.2 IBM Corporation
5.3 Intel Corporation
5.4 Samsung Electronics Co Ltd.
5.5 Microsoft Corporation
5.6 Google Inc.
5.7 Baidu Inc.
5.8 Qualcomm Incorporated
5.9 Huawei Technologies Co. Ltd.
5.10 Fujitsu Ltd.
5.11 H2O.ai
5.12 Juniper Networks, Inc.
5.13 Nokia Corporation
5.14 ARM Limited
5.15 Hewlett Packard Enterprise (HPE)
5.16 Oracle Corporation
5.17 SAP
5.18 Siemens AG
5.19 Apple Inc.
5.20 General Electric (GE)
5.21 ABB Ltd.
5.22 LG Electronics
5.23 Koninklijke Philips N.V
5.24 Whirlpool Corporation
5.25 AB Electrolux
5.26 Wind River Systems Inc.
5.27 Cumulocity GmBH
5.28 Digital Reasoning Systems Inc.
5.29 SparkCognition Inc.
5.30 KUKA AG
5.31 Rethink Robotics
5.32 Motion Controls Robotics Inc.
5.33 Panasonic Corporation
5.34 Haier Group Corporation
5.35 Miele
5.36 Next IT Corporation
5.37 Nuance Communications Inc.
5.38 InteliWISE
5.39 Facebook Inc.
5.40 Salesforce
5.41 Amazon Inc.
5.42 SK Telecom
5.43 motion.ai
5.44 Buddy
5.45 AOL Inc.
5.46 Tesla Inc.
5.47 Inbenta Technologies Inc.
5.48 Cisco Systems
5.49 MAANA
5.50 Veros Systems Inc.
5.51 PointGrab Ltd.
5.52 Tellmeplus
5.53 Xiaomi Technology Co. Ltd.
5.54 Leap Motion Inc.
5.55 Atmel Corporation
5.56 Texas Instruments Inc.
5.57 Advanced Micro Devices (AMD) Inc.
5.58 XILINX Inc.
5.59 Omron Adept Technology
5.60 Gemalto N.V.
5.61 Micron Technology
5.62 SAS Institute Inc.
5.63 AIBrian Inc.
5.64 QlikTech International AB
5.65 MicroStrategy Incorporated
5.66 Brighterion Inc.
5.67 IPsoft Inc.
5.68 24/7.ai Inc.
5.69 General Vision Inc.
5.70 Sentient Technologies Holdings Limited
5.71 Graphcore
5.72 CloudMinds
5.73 Rockwell Automation Inc.
5.74 Tend.ai
5.75 SoftBank Robotics Holding Corp.
5.76 iRobot Corp.
5.77 Lockheed Martin
5.78 Spacex
5.79 Fraight AI
5.80 Infor Global Solutions
5.81 Presenso
5.82 Teknowlogi

6.0 AI Market Analysis and Forecasts 2019 – 2024

6.1 AI Market
6.2 AI Market by Segment
6.2.1 Hardware
6.2.1.1 Embedded Device
6.2.1.1.1 Non-IoT Device
6.2.1.1.2 IoT Device
6.2.1.1.2.1 Wearable Devices
6.2.1.1.2.2 Medical and Healthcare Devices
6.2.1.1.2.3 Smart Appliances
6.2.1.1.2.4 Industrial Machines
6.2.1.1.2.5 Robots and Drone
6.2.1.1.2.6 Service Robots
6.2.1.1.2.7 Entertainment Devices
6.2.1.1.2.8 Security Devices
6.2.1.1.2.9 Networking Device
6.2.1.1.2.10 In-Vehicle IoT Device
6.2.1.1.2.11 Smart Grid Device
6.2.1.1.2.12 Military Device
6.2.1.1.2.13 Energy Management Device
6.2.1.1.2.14 Agriculture Specific Device
6.2.1.2 Embedded IoT System
6.2.1.3 Semiconductor Components
6.2.1.3.1 Wearable and Embedded Components
6.2.1.3.1.1 Real Time Location System (RTLS)
6.2.1.3.1.2 Barcode
6.2.1.3.1.3 Barcode Scanner
6.2.1.3.1.4 Barcode Scanner Technology Levels
6.2.1.3.1.5 Barcode Stickers
6.2.1.3.1.6 RFID
6.2.1.3.1.7 RFID Tags
6.2.1.3.1.8 Sensor
6.2.1.3.2 Processors
6.2.2 Software
6.2.2.1 Software Category
6.2.2.1.1 AI Platform
6.2.3 Services
6.2.3.1 Professional Services
6.3 AI Market by Management Functions
6.4 AI Market by Technology
6.4.1 Machine Learning
6.5 AI Market by Industry Vertical
6.5.1 Medical and Healthcare
6.5.2 Manufacturing
6.5.3 Consumer Electronics
6.5.4 Automotive and Transportation
6.5.5 Retail and Apparel
6.5.6 Marketing and Advertising
6.5.7 FinTech
6.5.8 Building and Construction
6.5.9 Agriculture
6.5.10 Security and Surveillance
6.5.11 Government, Military, and Aerospace
6.5.12 Human Resource
6.5.13 Legal and Law
6.5.14 Telecommunication and IT
6.5.15 Oil, Gas, and Mining
6.5.16 Logistics
6.5.17 Education and Learning
6.6 AI Market by Solution
6.7 AI Market by Deployment
6.7.1 Cloud Deployment
6.8 AI Market by AI System
6.9 AI Market by AI Type
6.10 AI Market by Connectivity
6.10.1 Non-Telecom Connectivity
6.10.2 Telecom Connectivity
6.10.3 Connectivity Standard
6.10.4 Enterprise
6.11 AI Market by IoT Network
6.12 AI Market by IoT Edge Network
6.13 AI Analytics Market
6.14 AI Market by Intent Based Networking
6.15 AI Market by Virtualization
6.16 AI Market by 5G Network
6.17 AI Market by Blockchain Network
6.18 AI Market by Region
6.18.1 North America
6.18.2 Asia Pacific
6.18.2.1 China
6.18.2.2 South Korea
6.18.2.3 Taiwan
6.18.2.4 Rest of Asia
6.18.3 Europe
6.18.4 Middle East and Africa
6.18.5 Latin America
6.19 AI Embedded Unit Deployment Forecast
6.19.1 Unit Deployment by Solution
6.19.1.1 Non-IoT Device
6.19.1.2 IoT Device
6.19.1.3 IoT Things and Objects
6.19.1.4 IoT Semiconductor
6.19.1.5 Software
6.19.2 Unit Deployment by Region
6.19.2.1 North America
6.19.2.2 Asia Pacific
6.19.2.3 Europe
6.19.2.4 Middle East and Africa
6.19.2.5 Latin America

7.0 Conclusions and Recommendations

7.1 Advertisers and Media Companies
7.2 Artificial Intelligence Providers
7.3 Automotive Companies
7.4 Broadband Infrastructure Providers
7.5 Communication Service Providers
7.6 Computing Companies
7.7 Data Analytics Providers
7.8 Immersive Technology (AR, VR, and MR) Providers
7.9 Networking Equipment Providers
7.10 Networking Security Providers
7.11 Semiconductor Companies
7.12 IoT Suppliers and Service Providers
7.13 Software Providers
7.14 Smart City System Integrators
7.15 Automation System Providers
7.16 Social Media Companies
7.17 Workplace Solution Providers
7.18 Large Businesses and SMBs

Figures

Figure 1: Supervised, Unsupervised, and Reinforcement Learning
Figure 2: AI Technology Matrix
Figure 3: AI Technology Readiness Matrix
Figure 4: AI Technology Goals and Outcomes
Figure 5: Deep Leaning and Emotion AI
Figure 6: AI Predictive Analytics Layer
Figure 7: 5G NR Requirement for AI Network
Figure 8: AI Driven Smart Machine Landscape
Figure 9: IIoT MLaaS Landscape
Figure 10: AI Smart Workplace Automation Landscape
Figure 11: AI Device and Things Matrix
Figure 12: AI Software and Platform Matrix
Figure 13: AI Component and Chipsets Matrix
Figure 14: AI Application Matrix
Figure 15: AI Driven Enterprise Productivity Gain 2018 - 2023
Figure 16: AI Supervised Human Worker 2018 – 2023
Figure 17: Artificial Intelligence Landscape and Impact
Figure 18: AI Industry Application Matrix
Figure 19: AI Vendor Landscape
Figure 20: Huawei IoT Mushroom PaaS Platform
Figure 21: Presenso Predictive Asset Management Solution
Figure 22: Global AI Market 2019 – 2024
Figure 23: Global AI Market by IoT Edge Network 2019 – 2024
Figure 24: Global AI Analytics Market 2019 – 2024
Figure 25: Global AI Market by Intent Based Networking 2019 – 2024
Figure 26: Global AI Market by Virtualization 2019 – 2024
Figure 27: Global AI Market by 5G Network 2019 – 2024
Figure 28: Global AI Market by Blockchain Network 2019 – 2024
Figure 29: Global AI Embedded Unit Deployment 2019 – 2024

Tables

Table 1: AI External Investment 2018 – 2023
Table 2: AI Driven Economic Transaction Percentage 2018 - 2023
Table 3: AI Business Analytics Software Percentage 2018 – 2023
Table 4: AI Self Service Visual Discovery 2018 - 2023
Table 5: AI Building Security System Percentage 2018 - 2023
Table 6: AI Generated Business Content Percentage 2018 – 2023
Table 7: AI Patent Leaders
Table 8: Intel NAMD System
Table 9: Juniper Networks Product Snapshot
Table 10: Global AI Market by Segments 2019 – 2024
Table 11: Global AI Market by Hardware 2019 – 2024
Table 12: Global AI Market by Embedded Device 2019 – 2024
Table 13: Global AI Market by Non-IoT Device 2019 – 2024
Table 14: Global AI Market by IoT Device 2019 – 2024
Table 15: Global AI Market by Wearable Device 2019 – 2024
Table 16: Global AI Market by Medical and Healthcare Device 2019 – 2024
Table 17: Global AI Market by Smart Appliances 2019 – 2024
Table 18: Global AI Market by Industrial Machines 2019 – 2024
Table 19: Global AI Market by Robots and Drone 2019 – 2024
Table 20: Global AI Market by Service Robots 2019 – 2024
Table 21: Global AI Market by Entertainment Device 2019 – 2024
Table 22: Global AI Market by Security Device 2019 – 2024
Table 23: Global AI Market by Networking Device 2019 – 2024
Table 24: Global AI Market by In-Vehicle IoT Device 2019 – 2024
Table 25: Global AI Market by Smart Grid Device 2019 – 2024
Table 26: Global AI Market by Military Device 2019 – 2024
Table 27: Global AI Market by Energy Management Device 2019 – 2024
Table 28: Global AI Market by Agriculture Specific Device 2019 – 2024
Table 29: Global AI Market by Embedded IoT System 2019 – 2024
Table 30: Global AI Market by Semiconductor Components 2019 – 2024
Table 31: Global AI Market by Wearable and Embedded Components 2019 – 2024
Table 32: Global AI Market by RTLS 2019 – 2024
Table 33: Global AI Market by Barcode 2019 – 2024
Table 34: Global AI Market by Barcode Scanner 2019 – 2024
Table 35: Global AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 36: Global AI Market by Barcode Stickers 2019 – 2024
Table 37: Global AI Market by RFID 2019 – 2024
Table 38: Global AI Market by RFID Tags 2019 – 2024
Table 39: Global AI Market by Sensors 2019 – 2024
Table 40: Global AI Market by Processors 2019 – 2024
Table 41: Global AI Market by Software 2019 – 2024
Table 42: Global AI Market by Software Category 2019 – 2024
Table 43: Global AI Market by AI Platforms 2019 – 2024
Table 44: Global AI Market by Services 2019 – 2024
Table 45: Global AI Market by Professional Services 2019 – 2024
Table 46: Global AI Market by Management Functions 2019 – 2024
Table 47: Global AI Market by Technology 2019 – 2024
Table 48: Global AI Market by Machine Learning 2019 – 2024
Table 49: Global AI Market by Industry Vertical 2019 – 2024
Table 50: Global AI Market by Medical and Healthcare Application 2019 – 2024
Table 51: Global AI Market by Manufacturing Application 2019 – 2024
Table 52: Global AI Market by Consumer Electronics Application 2019 – 2024
Table 53: Global AI Market by Automotive and Transportation Application 2019 – 2024
Table 54: Global AI Market by Retail and Apparel Application 2019 – 2024
Table 55: Global AI Market by Marketing and Advertising Application 2019 – 2024
Table 56: Global AI Market by FinTech Application 2019 – 2024
Table 57: Global AI Market by Building and Construction Application 2019 – 2024
Table 58: Global AI Market by Agriculture Application 2019 – 2024
Table 59: Global AI Market by Security and Surveillance Application 2019 – 2024
Table 60: Global AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 61: Global AI Market by Human Resource Application 2019 – 2024
Table 62: Global AI Market by Legal and Law Application 2019 – 2024
Table 63: Global AI Market by Telecommunication and IT Application 2019 – 2024
Table 64: Global AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 65: Global AI Market by Logistics Application 2019 – 2024
Table 66: Global AI Market by Education and Learning Application 2019 – 2024
Table 67: Global AI Market by Solution 2019 – 2024
Table 68: Global AI Market by Deployment 2019 – 2024
Table 69: Global AI Market by Cloud Deployment 2019 – 2024
Table 70: Global AI Market by AI System 2019 – 2024
Table 71: Global AI Market by AI System 2019 – 2024
Table 72: Global AI Market by Connectivity 2019 – 2024
Table 73: Global AI Market by Non-Telecom Connectivity 2019 – 2024
Table 74: Global AI Market by Telecom Connectivity 2019 – 2024
Table 75: Global AI Market by Connectivity Standard 2019 – 2024
Table 76: Global AI Market by Enterprise 2019 – 2024
Table 77: Global AI Market by IoT Network 2019 – 2024
Table 78: Global AI Market by Region 2019 – 2024
Table 79: North America AI Market by Segments 2019 – 2024
Table 80: North America AI Market by Hardware 2019 – 2024
Table 81: North America AI Market by Embedded Device 2019 – 2024
Table 82: North America AI Market by Non-IoT Device 2019 – 2024
Table 83: North America AI Market by IoT Device 2019 – 2024
Table 84: North America AI Market by Wearable Device 2019 – 2024
Table 85: North America AI Market by Medical and Healthcare Device 2019 – 2024
Table 86: North America AI Market by Smart Appliances 2019 – 2024
Table 87: North America AI Market by Industrial Machines 2019 – 2024
Table 88: North America AI Market by Robots and Drone 2019 – 2024
Table 89: North America AI Market by Service Robots 2019 – 2024
Table 90: North America AI Market by Entertainment Device 2019 – 2024
Table 91: North America AI Market by Security Device 2019 – 2024
Table 92: North America AI Market by Networking Device 2019 – 2024
Table 93: North America AI Market by In-Vehicle IoT Device 2019 – 2024
Table 94: North America AI Market by Smart Grid Device 2019 – 2024
Table 95: North America AI Market by Military Device 2019 – 2024
Table 96: North America AI Market by Energy Management Device 2019 – 2024
Table 97: North America AI Market by Agriculture Specific Device 2019 – 2024
Table 98: North America AI Market by Embedded IoT System 2019 – 2024
Table 99: North America AI Market by Semiconductor Components 2019 – 2024
Table 100: North America AI Market by Wearable and Embedded Components 2019 – 2024
Table 101: North America AI Market by RTLS 2019 – 2024
Table 102: North America AI Market by Barcode 2019 – 2024
Table 103: North America AI Market by Barcode Scanner 2019 – 2024
Table 104: North America AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 105: North America AI Market by Barcode Stickers 2019 – 2024
Table 106: North America AI Market by RFID 2019 – 2024
Table 107: North America AI Market by RFID Tags 2019 – 2024
Table 108: North America AI Market by Sensors 2019 – 2024
Table 109: North America AI Market by Processors 2019 – 2024
Table 110: North America AI Market by Software 2019 – 2024
Table 111: North America AI Market by Software Category 2019 – 2024
Table 112: North America AI Market by AI Platforms 2019 – 2024
Table 113: North America AI Market by Services 2019 – 2024
Table 114: North America AI Market by Professional Services 2019 – 2024
Table 115: North America AI Market by Management Functions 2019 – 2024
Table 116: North America AI Market by Technology 2019 – 2024
Table 117: North America AI Market by Machine Learning 2019 – 2024
Table 118: North America AI Market by Industry Vertical 2019 – 2024
Table 119: North America AI Market by Medical and Healthcare Application 2019 – 2024
Table 120: North America AI Market by Manufacturing Application 2019 – 2024
Table 121: North America AI Market by Consumer Electronics Application 2019 – 2024
Table 122: North America AI Market by Automotive and Transportation Application 2019 – 2024
Table 123: North America AI Market by Retail and Apparel Application 2019 – 2024
Table 124: North America AI Market by Marketing and Advertising Application 2019 – 2024
Table 125: North America AI Market by FinTech Application 2019 – 2024
Table 126: North America AI Market by Building and Construction Application 2019 – 2024
Table 127: North America AI Market by Agriculture Application 2019 – 2024
Table 128: North America AI Market by Security and Surveillance Application 2019 – 2024
Table 129: North America AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 130: North America AI Market by Human Resource Application 2019 – 2024
Table 131: North America AI Market by Legal and Law Application 2019 – 2024
Table 132: North America AI Market by Telecommunication and IT Application 2019 – 2024
Table 133: North America AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 134: North America AI Market by Logistics Application 2019 – 2024
Table 135: North America AI Market by Education and Learning Application 2019 – 2024
Table 136: North America AI Market by Solution 2019 – 2024
Table 137: North America AI Market by Deployment 2019 – 2024
Table 138: North America AI Market by Cloud Deployment 2019 – 2024
Table 139: North America AI Market by AI System 2019 – 2024
Table 140: North America AI Market by AI System 2019 – 2024
Table 141: North America AI Market by Connectivity 2019 – 2024
Table 142: North America AI Market by Non-Telecom Connectivity 2019 – 2024
Table 143: North America AI Market by Telecom Connectivity 2019 – 2024
Table 144: North America AI Market by Connectivity Standard 2019 – 2024
Table 145: North America AI Market by Enterprise 2019 – 2024
Table 146: North America AI Market by IoT Network 2019 – 2024
Table 147: North America AI Market by Leading Country 2019 – 2024
Table 148: APAC AI Market by Segments 2019 – 2024
Table 149: APAC AI Market by Hardware 2019 – 2024
Table 150: APAC AI Market by Embedded Device 2019 – 2024
Table 151: APAC AI Market by Non-IoT Device 2019 – 2024
Table 152: APAC AI Market by IoT Device 2019 – 2024
Table 153: APAC AI Market by Wearable Device 2019 – 2024
Table 154: APAC AI Market by Medical and Healthcare Device 2019 – 2024
Table 155: APAC AI Market by Smart Appliances 2019 – 2024
Table 156: APAC AI Market by Industrial Machines 2019 – 2024
Table 157: APAC AI Market by Robots and Drone 2019 – 2024
Table 158: APAC AI Market by Service Robots 2019 – 2024
Table 159: APAC AI Market by Entertainment Device 2019 – 2024
Table 160: APAC AI Market by Security Device 2019 – 2024
Table 161: APAC AI Market by Networking Device 2019 – 2024
Table 162: APAC AI Market by In-Vehicle IoT Device 2019 – 2024
Table 163: APAC AI Market by Smart Grid Device 2019 – 2024
Table 164: APAC AI Market by Military Device 2019 – 2024
Table 165: APAC AI Market by Energy Management Device 2019 – 2024
Table 166: APAC AI Market by Agriculture Specific Device 2019 – 2024
Table 167: APAC AI Market by Embedded IoT System 2019 – 2024
Table 168: APAC AI Market by Semiconductor Components 2019 – 2024
Table 169: APAC AI Market by Wearable and Embedded Components 2019 – 2024
Table 170: APAC AI Market by RTLS 2019 – 2024
Table 171: APAC AI Market by Barcode 2019 – 2024
Table 172: APAC AI Market by Barcode Scanner 2019 – 2024
Table 173: APAC AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 174: APAC AI Market by Barcode Stickers 2019 – 2024
Table 175: APAC AI Market by RFID 2019 – 2024
Table 176: APAC AI Market by RFID Tags 2019 – 2024
Table 177: APAC AI Market by Sensors 2019 – 2024
Table 178: APAC AI Market by Processors 2019 – 2024
Table 179: APAC AI Market by Software 2019 – 2024
Table 180: APAC AI Market by Software Category 2019 – 2024
Table 181: APAC AI Market by AI Platforms 2019 – 2024
Table 182: APAC AI Market by Services 2019 – 2024
Table 183: APAC AI Market by Professional Services 2019 – 2024
Table 184: APAC AI Market by Management Functions 2019 – 2024
Table 185: APAC AI Market by Technology 2019 – 2024
Table 186: APAC AI Market by Machine Learning 2019 – 2024
Table 187: APAC AI Market by Industry Vertical 2019 – 2024
Table 188: APAC AI Market by Medical and Healthcare Application 2019 – 2024
Table 189: APAC AI Market by Manufacturing Application 2019 – 2024
Table 190: APAC AI Market by Consumer Electronics Application 2019 – 2024
Table 191: APAC AI Market by Automotive and Transportation Application 2019 – 2024
Table 192: APAC AI Market by Retail and Apparel Application 2019 – 2024
Table 193: APAC AI Market by Marketing and Advertising Application 2019 – 2024
Table 194: APAC AI Market by FinTech Application 2019 – 2024
Table 195: APAC AI Market by Building and Construction Application 2019 – 2024
Table 196: APAC AI Market by Agriculture Application 2019 – 2024
Table 197: APAC AI Market by Security and Surveillance Application 2019 – 2024
Table 198: APAC AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 199: APAC AI Market by Human Resource Application 2019 – 2024
Table 200: APAC AI Market by Legal and Law Application 2019 – 2024
Table 201: APAC AI Market by Telecommunication and IT Application 2019 – 2024
Table 202: APAC AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 203: APAC AI Market by Logistics Application 2019 – 2024
Table 204: APAC AI Market by Education and Learning Application 2019 – 2024
Table 205: APAC AI Market by Solution 2019 – 2024
Table 206: APAC AI Market by Deployment 2019 – 2024
Table 207: APAC AI Market by Cloud Deployment 2019 – 2024
Table 208: APAC AI Market by AI System 2019 – 2024
Table 209: APAC AI Market by AI System 2019 – 2024
Table 210: APAC AI Market by Connectivity 2019 – 2024
Table 211: APAC AI Market by Non-Telecom Connectivity 2019 – 2024
Table 212: APAC AI Market by Telecom Connectivity 2019 – 2024
Table 213: APAC AI Market by Connectivity Standard 2019 – 2024
Table 214: APAC AI Market by Enterprise 2019 – 2024
Table 215: APAC AI Market by IoT Network 2019 – 2024
Table 216: APAC AI Market by Leading Country 2019 – 2024
Table 217: China AI Market by Segments 2019 – 2024
Table 218: China AI Market by Hardware 2019 – 2024
Table 219: China AI Market by Embedded Device 2019 – 2024
Table 220: China AI Market by Non-IoT Device 2019 – 2024
Table 221: China AI Market by IoT Device 2019 – 2024
Table 222: China AI Market by Wearable Device 2019 – 2024
Table 223: China AI Market by Medical and Healthcare Device 2019 – 2024
Table 224: China AI Market by Smart Appliances 2019 – 2024
Table 225: China AI Market by Industrial Machines 2019 – 2024
Table 226: China AI Market by Robots and Drone 2019 – 2024
Table 227: China AI Market by Service Robots 2019 – 2024
Table 228: China AI Market by Entertainment Device 2019 – 2024
Table 229: China AI Market by Security Device 2019 – 2024
Table 230: China AI Market by Networking Device 2019 – 2024
Table 231: China AI Market by In-Vehicle IoT Device 2019 – 2024
Table 232: China AI Market by Smart Grid Device 2019 – 2024
Table 233: China AI Market by Military Device 2019 – 2024
Table 234: China AI Market by Energy Management Device 2019 – 2024
Table 235: China AI Market by Agriculture Specific Device 2019 – 2024
Table 236: China AI Market by Embedded IoT System 2019 – 2024
Table 237: China AI Market by Semiconductor Components 2019 – 2024
Table 238: China AI Market by Wearable and Embedded Components 2019 – 2024
Table 239: China AI Market by RTLS 2019 – 2024
Table 240: China AI Market by Barcode 2019 – 2024
Table 241: China AI Market by Barcode Scanner 2019 – 2024
Table 242: China AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 243: China AI Market by Barcode Stickers 2019 – 2024
Table 244: China AI Market by RFID 2019 – 2024
Table 245: China AI Market by RFID Tags 2019 – 2024
Table 246: China AI Market by Sensors 2019 – 2024
Table 247: China AI Market by Processors 2019 – 2024
Table 248: China AI Market by Software 2019 – 2024
Table 249: China AI Market by Software Category 2019 – 2024
Table 250: China AI Market by AI Platforms 2019 – 2024
Table 251: China AI Market by Services 2019 – 2024
Table 252: China AI Market by Professional Services 2019 – 2024
Table 253: China AI Market by Management Functions 2019 – 2024
Table 254: China AI Market by Technology 2019 – 2024
Table 255: China AI Market by Machine Learning 2019 – 2024
Table 256: China AI Market by Industry Vertical 2019 – 2024
Table 257: China AI Market by Medical and Healthcare Application 2019 – 2024
Table 258: China AI Market by Manufacturing Application 2019 – 2024
Table 259: China AI Market by Consumer Electronics Application 2019 – 2024
Table 260: China AI Market by Automotive and Transportation Application 2019 – 2024
Table 261: China AI Market by Retail and Apparel Application 2019 – 2024
Table 262: China AI Market by Marketing and Advertising Application 2019 – 2024
Table 263: China AI Market by FinTech Application 2019 – 2024
Table 264: China AI Market by Building and Construction Application 2019 – 2024
Table 265: China AI Market by Agriculture Application 2019 – 2024
Table 266: China AI Market by Security and Surveillance Application 2019 – 2024
Table 267: China AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 268: China AI Market by Human Resource Application 2019 – 2024
Table 269: China AI Market by Legal and Law Application 2019 – 2024
Table 270: China AI Market by Telecommunication and IT Application 2019 – 2024
Table 271: China AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 272: China AI Market by Logistics Application 2019 – 2024
Table 273: China AI Market by Education and Learning Application 2019 – 2024
Table 274: China AI Market by Solution 2019 – 2024
Table 275: China AI Market by Deployment 2019 – 2024
Table 276: China AI Market by Cloud Deployment 2019 – 2024
Table 277: China AI Market by AI System 2019 – 2024
Table 278: China AI Market by AI System 2019 – 2024
Table 279: China AI Market by Connectivity 2019 – 2024
Table 280: China AI Market by Non-Telecom Connectivity 2019 – 2024
Table 281: China AI Market by Telecom Connectivity 2019 – 2024
Table 282: China AI Market by Connectivity Standard 2019 – 2024
Table 283: China AI Market by Enterprise 2019 – 2024
Table 284: China AI Market by IoT Network 2019 – 2024
Table 285: South Korea AI Market by Segments 2019 – 2024
Table 286: South Korea AI Market by Hardware 2019 – 2024
Table 287: South Korea AI Market by Embedded Device 2019 – 2024
Table 288: South Korea AI Market by Non-IoT Device 2019 – 2024
Table 289: South Korea AI Market by IoT Device 2019 – 2024
Table 290: South Korea AI Market by Wearable Device 2019 – 2024
Table 291: South Korea AI Market by Medical and Healthcare Device 2019 – 2024
Table 292: South Korea AI Market by Smart Appliances 2019 – 2024
Table 293: South Korea AI Market by Industrial Machines 2019 – 2024
Table 294: South Korea AI Market by Robots and Drone 2019 – 2024
Table 295: South Korea AI Market by Service Robots 2019 – 2024
Table 296: South Korea AI Market by Entertainment Device 2019 – 2024
Table 297: South Korea AI Market by Security Device 2019 – 2024
Table 298: South Korea AI Market by Networking Device 2019 – 2024
Table 299: South Korea AI Market by In-Vehicle IoT Device 2019 – 2024
Table 300: South Korea AI Market by Smart Grid Device 2019 – 2024
Table 301: South Korea AI Market by Military Device 2019 – 2024
Table 302: South Korea AI Market by Energy Management Device 2019 – 2024
Table 303: South Korea AI Market by Agriculture Specific Device 2019 – 2024
Table 304: South Korea AI Market by Embedded IoT System 2019 – 2024
Table 305: South Korea AI Market by Semiconductor Components 2019 – 2024
Table 306: South Korea AI Market by Wearable and Embedded Components 2019 – 2024
Table 307: South Korea AI Market by RTLS 2019 – 2024
Table 308: South Korea AI Market by Barcode 2019 – 2024
Table 309: South Korea AI Market by Barcode Scanner 2019 – 2024
Table 310: South Korea AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 311: South Korea AI Market by Barcode Stickers 2019 – 2024
Table 312: South Korea AI Market by RFID 2019 – 2024
Table 313: South Korea AI Market by RFID Tags 2019 – 2024
Table 314: South Korea AI Market by Sensors 2019 – 2024
Table 315: South Korea AI Market by Processors 2019 – 2024
Table 316: South Korea AI Market by Software 2019 – 2024
Table 317: South Korea AI Market by Software Category 2019 – 2024
Table 318: South Korea AI Market by AI Platforms 2019 – 2024
Table 319: South Korea AI Market by Services 2019 – 2024
Table 320: South Korea AI Market by Professional Services 2019 – 2024
Table 321: South Korea AI Market by Management Functions 2019 – 2024
Table 322: South Korea AI Market by Technology 2019 – 2024
Table 323: South Korea AI Market by Machine Learning 2019 – 2024
Table 324: South Korea AI Market by Industry Vertical 2019 – 2024
Table 325: South Korea AI Market by Medical and Healthcare Application 2019 – 2024
Table 326: South Korea AI Market by Manufacturing Application 2019 – 2024
Table 327: South Korea AI Market by Consumer Electronics Application 2019 – 2024
Table 328: South Korea AI Market by Automotive and Transportation Application 2019 – 2024
Table 329: South Korea AI Market by Retail and Apparel Application 2019 – 2024
Table 330: South Korea AI Market by Marketing and Advertising Application 2019 – 2024
Table 331: South Korea AI Market by FinTech Application 2019 – 2024
Table 332: South Korea AI Market by Building and Construction Application 2019 – 2024
Table 333: South Korea AI Market by Agriculture Application 2019 – 2024
Table 334: South Korea AI Market by Security and Surveillance Application 2019 – 2024
Table 335: South Korea AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 336: South Korea AI Market by Human Resource Application 2019 – 2024
Table 337: South Korea AI Market by Legal and Law Application 2019 – 2024
Table 338: South Korea AI Market by Telecommunication and IT Application 2019 – 2024
Table 339: South Korea AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 340: South Korea AI Market by Logistics Application 2019 – 2024
Table 341: South Korea AI Market by Education and Learning Application 2019 – 2024
Table 342: South Korea AI Market by Solution 2019 – 2024
Table 343: South Korea AI Market by Deployment 2019 – 2024
Table 344: South Korea AI Market by Cloud Deployment 2019 – 2024
Table 345: South Korea AI Market by AI System 2019 – 2024
Table 346: South Korea AI Market by AI System 2019 – 2024
Table 347: South Korea AI Market by Connectivity 2019 – 2024
Table 348: South Korea AI Market by Non-Telecom Connectivity 2019 – 2024
Table 349: South Korea AI Market by Telecom Connectivity 2019 – 2024
Table 350: South Korea AI Market by Connectivity Standard 2019 – 2024
Table 351: South Korea AI Market by Enterprise 2019 – 2024
Table 352: South Korea AI Market by IoT Network 2019 – 2024
Table 353: Taiwan AI Market by Segments 2019 – 2024
Table 354: Taiwan AI Market by Hardware 2019 – 2024
Table 355: Taiwan AI Market by Embedded Device 2019 – 2024
Table 356: Taiwan AI Market by Non-IoT Device 2019 – 2024
Table 357: Taiwan AI Market by IoT Device 2019 – 2024
Table 358: Taiwan AI Market by Wearable Device 2019 – 2024
Table 359: Taiwan AI Market by Medical and Healthcare Device 2019 – 2024
Table 360: Taiwan AI Market by Smart Appliances 2019 – 2024
Table 361: Taiwan AI Market by Industrial Machines 2019 – 2024
Table 362: Taiwan AI Market by Robots and Drone 2019 – 2024
Table 363: Taiwan AI Market by Service Robots 2019 – 2024
Table 364: Taiwan AI Market by Entertainment Device 2019 – 2024
Table 365: Taiwan AI Market by Security Device 2019 – 2024
Table 366: Taiwan AI Market by Networking Device 2019 – 2024
Table 367: Taiwan AI Market by In-Vehicle IoT Device 2019 – 2024
Table 368: Taiwan AI Market by Smart Grid Device 2019 – 2024
Table 369: Taiwan AI Market by Military Device 2019 – 2024
Table 370: Taiwan AI Market by Energy Management Device 2019 – 2024
Table 371: Taiwan AI Market by Agriculture Specific Device 2019 – 2024
Table 372: Taiwan AI Market by Embedded IoT System 2019 – 2024
Table 373: Taiwan AI Market by Semiconductor Components 2019 – 2024
Table 374: Taiwan AI Market by Wearable and Embedded Components 2019 – 2024
Table 375: Taiwan AI Market by RTLS 2019 – 2024
Table 376: Taiwan AI Market by Barcode 2019 – 2024
Table 377: Taiwan AI Market by Barcode Scanner 2019 – 2024
Table 378: Taiwan AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 379: Taiwan AI Market by Barcode Stickers 2019 – 2024
Table 380: Taiwan AI Market by RFID 2019 – 2024
Table 381: Taiwan AI Market by RFID Tags 2019 – 2024
Table 382: Taiwan AI Market by Sensors 2019 – 2024
Table 383: Taiwan AI Market by Processors 2019 – 2024
Table 384: Taiwan AI Market by Software 2019 – 2024
Table 385: Taiwan AI Market by Software Category 2019 – 2024
Table 386: Taiwan AI Market by AI Platforms 2019 – 2024
Table 387: Taiwan AI Market by Services 2019 – 2024
Table 388: Taiwan AI Market by Professional Services 2019 – 2024
Table 389: Taiwan AI Market by Management Functions 2019 – 2024
Table 390: Taiwan AI Market by Technology 2019 – 2024
Table 391: Taiwan AI Market by Machine Learning 2019 – 2024
Table 392: Taiwan AI Market by Industry Vertical 2019 – 2024
Table 393: Taiwan AI Market by Medical and Healthcare Application 2019 – 2024
Table 394: Taiwan AI Market by Manufacturing Application 2019 – 2024
Table 395: Taiwan AI Market by Consumer Electronics Application 2019 – 2024
Table 396: Taiwan AI Market by Automotive and Transportation Application 2019 – 2024
Table 397: Taiwan AI Market by Retail and Apparel Application 2019 – 2024
Table 398: Taiwan AI Market by Marketing and Advertising Application 2019 – 2024
Table 399: Taiwan AI Market by FinTech Application 2019 – 2024
Table 400: Taiwan AI Market by Building and Construction Application 2019 – 2024
Table 401: Taiwan AI Market by Agriculture Application 2019 – 2024
Table 402: Taiwan AI Market by Security and Surveillance Application 2019 – 2024
Table 403: Taiwan AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 404: Taiwan AI Market by Human Resource Application 2019 – 2024
Table 405: Taiwan AI Market by Legal and Law Application 2019 – 2024
Table 406: Taiwan AI Market by Telecommunication and IT Application 2019 – 2024
Table 407: Taiwan AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 408: Taiwan AI Market by Logistics Application 2019 – 2024
Table 409: Taiwan AI Market by Education and Learning Application 2019 – 2024
Table 410: Taiwan AI Market by Solution 2019 – 2024
Table 411: Taiwan AI Market by Deployment 2019 – 2024
Table 412: Taiwan AI Market by Cloud Deployment 2019 – 2024
Table 413: Taiwan AI Market by AI System 2019 – 2024
Table 414: Taiwan AI Market by AI System 2019 – 2024
Table 415: Taiwan AI Market by Connectivity 2019 – 2024
Table 416: Taiwan AI Market by Non-Telecom Connectivity 2019 – 2024
Table 417: Taiwan AI Market by Telecom Connectivity 2019 – 2024
Table 418: Taiwan AI Market by Connectivity Standard 2019 – 2024
Table 419: Taiwan AI Market by Enterprise 2019 – 2024
Table 420: Taiwan AI Market by IoT Network 2019 – 2024
Table 421: Rest of Asia AI Market by Segments 2019 – 2024
Table 422: Rest of Asia AI Market by Hardware 2019 – 2024
Table 423: Rest of Asia AI Market by Embedded Device 2019 – 2024
Table 424: Rest of Asia AI Market by Non-IoT Device 2019 – 2024
Table 425: Rest of Asia AI Market by IoT Device 2019 – 2024
Table 426: Rest of Asia AI Market by Wearable Device 2019 – 2024
Table 427: Rest of Asia AI Market by Medical and Healthcare Device 2019 – 2024
Table 428: Rest of Asia AI Market by Smart Appliances 2019 – 2024
Table 429: Rest of Asia AI Market by Industrial Machines 2019 – 2024
Table 430: Rest of Asia AI Market by Robots and Drone 2019 – 2024
Table 431: Rest of Asia AI Market by Service Robots 2019 – 2024
Table 432: Rest of Asia AI Market by Entertainment Device 2019 – 2024
Table 433: Rest of Asia AI Market by Security Device 2019 – 2024
Table 434: Rest of Asia AI Market by Networking Device 2019 – 2024
Table 435: Rest of Asia AI Market by In-Vehicle IoT Device 2019 – 2024
Table 436: Rest of Asia AI Market by Smart Grid Device 2019 – 2024
Table 437: Rest of Asia AI Market by Military Device 2019 – 2024
Table 438: Rest of Asia AI Market by Energy Management Device 2019 – 2024
Table 439: Rest of Asia AI Market by Agriculture Specific Device 2019 – 2024
Table 440: Rest of Asia AI Market by Embedded IoT System 2019 – 2024
Table 441: Rest of Asia AI Market by Semiconductor Components 2019 – 2024
Table 442: Rest of Asia AI Market by Wearable and Embedded Components 2019 – 2024
Table 443: Rest of Asia AI Market by RTLS 2019 – 2024
Table 444: Rest of Asia AI Market by Barcode 2019 – 2024
Table 445: Rest of Asia AI Market by Barcode Scanner 2019 – 2024
Table 446: Rest of Asia AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 447: Rest of Asia AI Market by Barcode Stickers 2019 – 2024
Table 448: Rest of Asia AI Market by RFID 2019 – 2024
Table 449: Rest of Asia AI Market by RFID Tags 2019 – 2024
Table 450: Rest of Asia AI Market by Sensors 2019 – 2024
Table 451: Rest of Asia AI Market by Processors 2019 – 2024
Table 452: Rest of Asia AI Market by Software 2019 – 2024
Table 453: Rest of Asia AI Market by Software Category 2019 – 2024
Table 454: Rest of Asia AI Market by AI Platforms 2019 – 2024
Table 455: Rest of Asia AI Market by Services 2019 – 2024
Table 456: Rest of Asia AI Market by Professional Services 2019 – 2024
Table 457: Rest of Asia AI Market by Management Functions 2019 – 2024
Table 458: Rest of Asia AI Market by Technology 2019 – 2024
Table 459: Rest of Asia AI Market by Machine Learning 2019 – 2024
Table 460: Rest of Asia AI Market by Industry Vertical 2019 – 2024
Table 461: Rest of Asia AI Market by Medical and Healthcare Application 2019 – 2024
Table 462: Rest of Asia AI Market by Manufacturing Application 2019 – 2024
Table 463: Rest of Asia AI Market by Consumer Electronics Application 2019 – 2024
Table 464: Rest of Asia AI Market by Automotive and Transportation Application 2019 – 2024
Table 465: Rest of Asia AI Market by Retail and Apparel Application 2019 – 2024
Table 466: Rest of Asia AI Market by Marketing and Advertising Application 2019 – 2024
Table 467: Rest of Asia AI Market by FinTech Application 2019 – 2024
Table 468: Rest of Asia AI Market by Building and Construction Application 2019 – 2024
Table 469: Rest of Asia AI Market by Agriculture Application 2019 – 2024
Table 470: Rest of Asia AI Market by Security and Surveillance Application 2019 – 2024
Table 471: Rest of Asia AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 472: Rest of Asia AI Market by Human Resource Application 2019 – 2024
Table 473: Rest of Asia AI Market by Legal and Law Application 2019 – 2024
Table 474: Rest of Asia AI Market by Telecommunication and IT Application 2019 – 2024
Table 475: Rest of Asia AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 476: Rest of Asia AI Market by Logistics Application 2019 – 2024
Table 477: Rest of Asia AI Market by Education and Learning Application 2019 – 2024
Table 478: Rest of Asia AI Market by Solution 2019 – 2024
Table 479: Rest of Asia AI Market by Deployment 2019 – 2024
Table 480: Rest of Asia AI Market by Cloud Deployment 2019 – 2024
Table 481: Rest of Asia AI Market by AI System 2019 – 2024
Table 482: Rest of Asia AI Market by AI System 2019 – 2024
Table 483: Rest of Asia AI Market by Connectivity 2019 – 2024
Table 484: Rest of Asia AI Market by Non-Telecom Connectivity 2019 – 2024
Table 485: Rest of Asia AI Market by Telecom Connectivity 2019 – 2024
Table 486: Rest of Asia AI Market by Connectivity Standard 2019 – 2024
Table 487: Rest of Asia AI Market by Enterprise 2019 – 2024
Table 488: Rest of Asia AI Market by IoT Network 2019 – 2024
Table 489: Europe AI Market by Segments 2019 – 2024
Table 490: Europe AI Market by Hardware 2019 – 2024
Table 491: Europe AI Market by Embedded Device 2019 – 2024
Table 492: Europe AI Market by Non-IoT Device 2019 – 2024
Table 493: Europe AI Market by IoT Device 2019 – 2024
Table 494: Europe AI Market by Wearable Device 2019 – 2024
Table 495: Europe AI Market by Medical and Healthcare Device 2019 – 2024
Table 496: Europe AI Market by Smart Appliances 2019 – 2024
Table 497: Europe AI Market by Industrial Machines 2019 – 2024
Table 498: Europe AI Market by Robots and Drone 2019 – 2024
Table 499: Europe AI Market by Service Robots 2019 – 2024
Table 500: Europe AI Market by Entertainment Device 2019 – 2024
Table 501: Europe AI Market by Security Device 2019 – 2024
Table 502: Europe AI Market by Networking Device 2019 – 2024
Table 503: Europe AI Market by In-Vehicle IoT Device 2019 – 2024
Table 504: Europe AI Market by Smart Grid Device 2019 – 2024
Table 505: Europe AI Market by Military Device 2019 – 2024
Table 506: Europe AI Market by Energy Management Device 2019 – 2024
Table 507: Europe AI Market by Agriculture Specific Device 2019 – 2024
Table 508: Europe AI Market by Embedded IoT System 2019 – 2024
Table 509: Europe AI Market by Semiconductor Components 2019 – 2024
Table 510: Europe AI Market by Wearable and Embedded Components 2019 – 2024
Table 511: Europe AI Market by RTLS 2019 – 2024
Table 512: Europe AI Market by Barcode 2019 – 2024
Table 513: Europe AI Market by Barcode Scanner 2019 – 2024
Table 514: Europe AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 515: Europe AI Market by Barcode Stickers 2019 – 2024
Table 516: Europe AI Market by RFID 2019 – 2024
Table 517: Europe AI Market by RFID Tags 2019 – 2024
Table 518: Europe AI Market by Sensors 2019 – 2024
Table 519: Europe AI Market by Processors 2019 – 2024
Table 520: Europe AI Market by Software 2019 – 2024
Table 521: Europe AI Market by Software Category 2019 – 2024
Table 522: Europe AI Market by AI Platforms 2019 – 2024
Table 523: Europe AI Market by Services 2019 – 2024
Table 524: Europe AI Market by Professional Services 2019 – 2024
Table 525: Europe AI Market by Management Functions 2019 – 2024
Table 526: Europe AI Market by Technology 2019 – 2024
Table 527: Europe AI Market by Machine Learning 2019 – 2024
Table 528: Europe AI Market by Industry Vertical 2019 – 2024
Table 529: Europe AI Market by Medical and Healthcare Application 2019 – 2024
Table 530: Europe AI Market by Manufacturing Application 2019 – 2024
Table 531: Europe AI Market by Consumer Electronics Application 2019 – 2024
Table 532: Europe AI Market by Automotive and Transportation Application 2019 – 2024
Table 533: Europe AI Market by Retail and Apparel Application 2019 – 2024
Table 534: Europe AI Market by Marketing and Advertising Application 2019 – 2024
Table 535: Europe AI Market by FinTech Application 2019 – 2024
Table 536: Europe AI Market by Building and Construction Application 2019 – 2024
Table 537: Europe AI Market by Agriculture Application 2019 – 2024
Table 538: Europe AI Market by Security and Surveillance Application 2019 – 2024
Table 539: Europe AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 540: Europe AI Market by Human Resource Application 2019 – 2024
Table 541: Europe AI Market by Legal and Law Application 2019 – 2024
Table 542: Europe AI Market by Telecommunication and IT Application 2019 – 2024
Table 543: Europe AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 544: Europe AI Market by Logistics Application 2019 – 2024
Table 545: Europe AI Market by Education and Learning Application 2019 – 2024
Table 546: Europe AI Market by Solution 2019 – 2024
Table 547: Europe AI Market by Deployment 2019 – 2024
Table 548: Europe AI Market by Cloud Deployment 2019 – 2024
Table 549: Europe AI Market by AI System 2019 – 2024
Table 550: Europe AI Market by AI System 2019 – 2024
Table 551: Europe AI Market by Connectivity 2019 – 2024
Table 552: Europe AI Market by Non-Telecom Connectivity 2019 – 2024
Table 553: Europe AI Market by Telecom Connectivity 2019 – 2024
Table 554: Europe AI Market by Connectivity Standard 2019 – 2024
Table 555: Europe AI Market by Enterprise 2019 – 2024
Table 556: Europe AI Market by IoT Network 2019 – 2024
Table 557: Europe AI Market by Leading Country 2019 – 2024
Table 558: MEA AI Market by Segments 2019 – 2024
Table 559: MEA AI Market by Hardware 2019 – 2024
Table 560: MEA AI Market by Embedded Device 2019 – 2024
Table 561: MEA AI Market by Non-IoT Device 2019 – 2024
Table 562: MEA AI Market by IoT Device 2019 – 2024
Table 563: MEA AI Market by Wearable Device 2019 – 2024
Table 564: MEA AI Market by Medical and Healthcare Device 2019 – 2024
Table 565: MEA AI Market by Smart Appliances 2019 – 2024
Table 566: MEA AI Market by Industrial Machines 2019 – 2024
Table 567: MEA AI Market by Robots and Drone 2019 – 2024
Table 568: MEA AI Market by Service Robots 2019 – 2024
Table 569: MEA AI Market by Entertainment Device 2019 – 2024
Table 570: MEA AI Market by Security Device 2019 – 2024
Table 571: MEA AI Market by Networking Device 2019 – 2024
Table 572: MEA AI Market by In-Vehicle IoT Device 2019 – 2024
Table 573: MEA AI Market by Smart Grid Device 2019 – 2024
Table 574: MEA AI Market by Military Device 2019 – 2024
Table 575: MEA AI Market by Energy Management Device 2019 – 2024
Table 576: MEA AI Market by Agriculture Specific Device 2019 – 2024
Table 577: MEA AI Market by Embedded IoT System 2019 – 2024
Table 578: MEA AI Market by Semiconductor Components 2019 – 2024
Table 579: MEA AI Market by Wearable and Embedded Components 2019 – 2024
Table 580: MEA AI Market by RTLS 2019 – 2024
Table 581: MEA AI Market by Barcode 2019 – 2024
Table 582: MEA AI Market by Barcode Scanner 2019 – 2024
Table 583: MEA AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 584: MEA AI Market by Barcode Stickers 2019 – 2024
Table 585: MEA AI Market by RFID 2019 – 2024
Table 586: MEA AI Market by RFID Tags 2019 – 2024
Table 587: MEA AI Market by Sensors 2019 – 2024
Table 588: MEA AI Market by Processors 2019 – 2024
Table 589: MEA AI Market by Software 2019 – 2024
Table 590: MEA AI Market by Software Category 2019 – 2024
Table 591: MEA AI Market by AI Platforms 2019 – 2024
Table 592: MEA AI Market by Services 2019 – 2024
Table 593: MEA AI Market by Professional Services 2019 – 2024
Table 594: MEA AI Market by Management Functions 2019 – 2024
Table 595: MEA AI Market by Technology 2019 – 2024
Table 596: MEA AI Market by Machine Learning 2019 – 2024
Table 597: MEA AI Market by Industry Vertical 2019 – 2024
Table 598: MEA AI Market by Medical and Healthcare Application 2019 – 2024
Table 599: MEA AI Market by Manufacturing Application 2019 – 2024
Table 600: MEA AI Market by Consumer Electronics Application 2019 – 2024
Table 601: MEA AI Market by Automotive and Transportation Application 2019 – 2024
Table 602: MEA AI Market by Retail and Apparel Application 2019 – 2024
Table 603: MEA AI Market by Marketing and Advertising Application 2019 – 2024
Table 604: MEA AI Market by FinTech Application 2019 – 2024
Table 605: MEA AI Market by Building and Construction Application 2019 – 2024
Table 606: MEA AI Market by Agriculture Application 2019 – 2024
Table 607: MEA AI Market by Security and Surveillance Application 2019 – 2024
Table 608: MEA AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 609: MEA AI Market by Human Resource Application 2019 – 2024
Table 610: MEA AI Market by Legal and Law Application 2019 – 2024
Table 611: MEA AI Market by Telecommunication and IT Application 2019 – 2024
Table 612: MEA AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 613: MEA AI Market by Logistics Application 2019 – 2024
Table 614: MEA AI Market by Education and Learning Application 2019 – 2024
Table 615: MEA AI Market by Solution 2019 – 2024
Table 616: MEA AI Market by Deployment 2019 – 2024
Table 617: MEA AI Market by Cloud Deployment 2019 – 2024
Table 618: MEA AI Market by AI System 2019 – 2024
Table 619: MEA AI Market by AI System 2019 – 2024
Table 620: MEA AI Market by Connectivity 2019 – 2024
Table 621: MEA AI Market by Non-Telecom Connectivity 2019 – 2024
Table 622: MEA AI Market by Telecom Connectivity 2019 – 2024
Table 623: MEA AI Market by Connectivity Standard 2019 – 2024
Table 624: MEA AI Market by Enterprise 2019 – 2024
Table 625: MEA AI Market by IoT Network 2019 – 2024
Table 626: MEA AI Market by Leading Country 2019 – 2024
Table 627: Latin America AI Market by Segments 2019 – 2024
Table 628: Latin America AI Market by Hardware 2019 – 2024
Table 629: Latin America AI Market by Embedded Device 2019 – 2024
Table 630: Latin America AI Market by Non-IoT Device 2019 – 2024
Table 631: Latin America AI Market by IoT Device 2019 – 2024
Table 632: Latin America AI Market by Wearable Device 2019 – 2024
Table 633: Latin America AI Market by Medical and Healthcare Device 2019 – 2024
Table 634: Latin America AI Market by Smart Appliances 2019 – 2024
Table 635: Latin America AI Market by Industrial Machines 2019 – 2024
Table 636: Latin America AI Market by Robots and Drone 2019 – 2024
Table 637: Latin America AI Market by Service Robots 2019 – 2024
Table 638: Latin America AI Market by Entertainment Device 2019 – 2024
Table 639: Latin America AI Market by Security Device 2019 – 2024
Table 640: Latin America AI Market by Networking Device 2019 – 2024
Table 641: Latin America AI Market by In-Vehicle IoT Device 2019 – 2024
Table 642: Latin America AI Market by Smart Grid Device 2019 – 2024
Table 643: Latin America AI Market by Military Device 2019 – 2024
Table 644: Latin America AI Market by Energy Management Device 2019 – 2024
Table 645: Latin America AI Market by Agriculture Specific Device 2019 – 2024
Table 646: Latin America AI Market by Embedded IoT System 2019 – 2024
Table 647: Latin America AI Market by Semiconductor Components 2019 – 2024
Table 648: Latin America AI Market by Wearable and Embedded Components 2019 – 2024
Table 649: Latin America AI Market by RTLS 2019 – 2024
Table 650: Latin America AI Market by Barcode 2019 – 2024
Table 651: Latin America AI Market by Barcode Scanner 2019 – 2024
Table 652: Latin America AI Market by Barcode Scanner Technology Labels 2019 – 2024
Table 653: Latin America AI Market by Barcode Stickers 2019 – 2024
Table 654: Latin America AI Market by RFID 2019 – 2024
Table 655: Latin America AI Market by RFID Tags 2019 – 2024
Table 656: Latin America AI Market by Sensors 2019 – 2024
Table 657: Latin America AI Market by Processors 2019 – 2024
Table 658: Latin America AI Market by Software 2019 – 2024
Table 659: Latin America AI Market by Software Category 2019 – 2024
Table 660: Latin America AI Market by AI Platforms 2019 – 2024
Table 661: Latin America AI Market by Services 2019 – 2024
Table 662: Latin America AI Market by Professional Services 2019 – 2024
Table 663: Latin America AI Market by Management Functions 2019 – 2024
Table 664: Latin America AI Market by Technology 2019 – 2024
Table 665: Latin America AI Market by Machine Learning 2019 – 2024
Table 666: Latin America AI Market by Industry Vertical 2019 – 2024
Table 667: Latin America AI Market by Medical and Healthcare Application 2019 – 2024
Table 668: Latin America AI Market by Manufacturing Application 2019 – 2024
Table 669: Latin America AI Market by Consumer Electronics Application 2019 – 2024
Table 670: Latin America AI Market by Automotive and Transportation Application 2019 – 2024
Table 671: Latin America AI Market by Retail and Apparel Application 2019 – 2024
Table 672: Latin America AI Market by Marketing and Advertising Application 2019 – 2024
Table 673: Latin America AI Market by FinTech Application 2019 – 2024
Table 674: Latin America AI Market by Building and Construction Application 2019 – 2024
Table 675: Latin America AI Market by Agriculture Application 2019 – 2024
Table 676: Latin America AI Market by Security and Surveillance Application 2019 – 2024
Table 677: Latin America AI Market by Government, Military, and Aerospace Application 2019 – 2024
Table 678: Latin America AI Market by Human Resource Application 2019 – 2024
Table 679: Latin America AI Market by Legal and Law Application 2019 – 2024
Table 680: Latin America AI Market by Telecommunication and IT Application 2019 – 2024
Table 681: Latin America AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 682: Latin America AI Market by Logistics Application 2019 – 2024
Table 683: Latin America AI Market by Education and Learning Application 2019 – 2024
Table 684: Latin America AI Market by Solution 2019 – 2024
Table 685: Latin America AI Market by Deployment 2019 – 2024
Table 686: Latin America AI Market by Cloud Deployment 2019 – 2024
Table 687: Latin America AI Market by AI System 2019 – 2024
Table 688: Latin America AI Market by AI System 2019 – 2024
Table 689: Latin America AI Market by Connectivity 2019 – 2024
Table 690: Latin America AI Market by Non-Telecom Connectivity 2019 – 2024
Table 691: Latin America AI Market by Telecom Connectivity 2019 – 2024
Table 692: Latin America AI Market by Connectivity Standard 2019 – 2024
Table 693: Latin America AI Market by Enterprise 2019 – 2024
Table 694: Latin America AI Market by IoT Network 2019 – 2024
Table 695: Latin America AI Market by Leading Country 2019 – 2024
Table 696: Global AI Embedded Unit Deployment by Solution 2019 – 2024
Table 697: Global AI Embedded Unit Deployment by Non-IoT Device 2019 – 2024
Table 698: Global AI Embedded Unit Deployment by IoT Device 2019 – 2024
Table 699: Global AI Embedded Unit Deployment by IoT Things and Objects 2019 – 2024
Table 700: Global AI Embedded Unit Deployment by IoT Semiconductor 2019 – 2024
Table 701: AI Embedded Unit Deployment by Software 2019 – 2024
Table 702: AI Embedded Unit Deployment by Region 2019 – 2024
Table 703: North America AI Embedded Unit Deployment by Leading Country 2019 – 2024
Table 704: APAC AI Embedded Unit Deployment by Leading Country 2019 – 2024
Table 705: Europe AI Embedded Unit Deployment by Leading Country 2019 – 2024
Table 706: MEA AI Embedded Unit Deployment by Leading Country 2019 – 2024
Table 707: Latin America AI Embedded Unit Deployment by Leading Country 2019 – 2024

Artificial Intelligence of Things: AIoT Market by Technology and Solutions 2019 – 20241.0 Executive Summary

2.0 Introduction

2.1 Defining AIoT
2.2 AI in IoT vs. AIoT
2.3 Artificial General Intelligence
2.4 IoT Network and Functional Structure
2.5 Ambient Intelligence and Smart Lifestyles
2.6 Economic and Social Impact
2.7 Enterprise Adoption and Investment
2.8 Market Drivers and Opportunities
2.9 Market Restraints and Challenges
2.10 AIoT Value Chain
2.10.1 Device Manufacturers
2.10.2 Equipment Manufacturers
2.10.3 Platform Providers
2.10.4 Software and Service Providers
2.10.5 User Communities

3.0 AIoT Technology and Market

3.1 AIoT Market
3.1.1 Equipment and Component
3.1.2 Cloud Equipment and Deployment
3.1.3 3D Sensing Technology
3.1.4 Software and Data Analytics
3.1.5 AIoT Platforms
3.1.6 Deployment and Services
3.2 AIoT Sub-Markets
3.2.1 Supporting Device and Connected Objects
3.2.2 IoT Data as a Service
3.2.3 AI Decisions as a Service
3.2.4 APIs and Interoperability
3.2.5 Smart Objects
3.2.6 Smart City Considerations
3.2.7 Industrial Transformation
3.2.8 Cognitive Computing and Computer Vision
3.2.9 Consumer Appliances
3.2.10 Domain Specific Network Considerations
3.2.11 3D Sensing Applications
3.2.12 Predictive 3D Design
3.3 AIoT Supporting Technologies
3.3.1 Cognitive Computing
3.3.2 Computer Vision
3.3.3 Machine Learning Capabilities and APIs
3.3.3.1 Deep Machine Learning
3.3.3.2 Machine Learning APIs
3.3.4 Neural Networks
3.3.5 Context Aware Processing
3.4 AIoT Enabling Technologies and Solutions
3.4.1 Edge Computing
3.4.1.1 AIoT Edge Architecture
3.4.1.2 Edge AI Platform
3.4.2 Blockchain Networks
3.4.3 Cloud Technologies
3.4.4 5G Technologies
3.4.5 Digital Twin Technology and Solutions
3.4.6 Smart Machines
3.4.7 Cloud Robotics
3.4.8 Predictive Analytics and Real Time Processing
3.4.8.1 All Flash Array
3.4.8.2 Real Time Operating Systems
3.4.9 Post Event Processing
3.4.10 Haptic Technology

4.0 AIoT Applications Analysis

4.1 Device Accessibility and Security
4.2 Gesture Control and Facial Recognition
4.3 Home Automation
4.4 Wearable Device
4.5 Fleet Management
4.6 Intelligent Robots
4.7 Augmented Reality Market
4.8 Drone Traffic Monitoring
4.9 Real-time Public Safety
4.10 Yield Monitoring and Soil Monitoring Market
4.11 HCM Operation

5.0 Analysis of Important AIoT Companies

5.1 Sharp
5.2 SAS
5.3 DT42
5.4 Chania Tech Giants: Baidu, Alibaba, and Tencent
5.4.1 Baidu
5.4.2 Alibaba
5.4.3 Tencent
5.5 Xiaomi Technology
5.6 NVidia
5.7 Intel Corporation
5.8 Qualcomm
5.9 Innodisk
5.10 Gopher Protocol
5.11 Micron Technology
5.12 ShiftPixy
5.13 Uptake
5.14 C3 IoT
5.15 Alluvium
5.16 Arundo Analytics
5.17 Canvass Analytics
5.18 Falkonry
5.19 Interactor
5.20 Google
5.21 Cisco
5.22 IBM Corp.
5.23 Microsoft Corp.
5.24 Apple Inc.
5.25 Salesforce Inc.
5.26 Infineon Technologies AG
5.27 Amazon Inc.
5.28 AB Electrolux
5.29 ABB Ltd.
5.30 AIBrian Inc.
5.31 Analog Devices
5.32 ARM Limited
5.33 Atmel Corporation
5.34 Ayla Networks Inc.
5.35 Brighterion Inc.
5.36 Buddy
5.37 CloudMinds
5.38 Cumulocity GmBH
5.39 Cypress Semiconductor Corp
5.40 Digital Reasoning Systems Inc.
5.41 Echelon Corporation
5.42 Enea AB
5.43 Express Logic Inc.
5.44 Facebook Inc.
5.45 Fujitsu Ltd.
5.46 Gemalto N.V.
5.47 General Electric
5.48 General Vision Inc.
5.49 Graphcore
5.50 H2O.ai
5.51 Haier Group Corporation
5.52 Helium Systems
5.53 Hewlett Packard Enterprise
5.54 Huawei Technologies
5.55 Siemens AG
5.56 SK Telecom
5.57 SoftBank Robotics
5.58 SpaceX
5.59 SparkCognition
5.60 STMicroelectronics
5.61 Symantec Corporation
5.62 Tellmeplus
5.63 Tend.ai
5.64 Tesla
5.65 Texas Instruments
5.66 Thethings.io
5.67 Veros Systems
5.68 Whirlpool Corporation
5.69 Wind River Systems
5.70 Juniper Networks
5.71 Nokia Corporation
5.72 Oracle Corporation
5.73 PTC Corporation
5.74 Losant IoT
5.75 Robert Bosch GmbH
5.76 Pepper
5.77 Terminus
5.78 Tuya Smart

6.0 AIoT Market Analysis and Forecasts 2019 – 2024

6.1 Global AIoT Market Outlook and Forecasts
6.1.1 Aggregate AIoT Market 2019 – 2024
6.1.2 AIoT Market by Infrastructure and Services 2019 – 2024
6.1.2.1 AIoT Market by Infrastructure Type 2019 – 2024
6.1.2.1.1 AIoT Market by Chipsets Type 2019 – 2024
6.1.2.1.1.1 AIoT Market by 3D Sensing Technology 2019 – 2024
6.1.2.1.1.2 AIoT Market by 3D Sensing Application 2019 – 2024
6.1.2.1.2 AIoT Market by Cloud Infrastructure Type 2019 – 2024
6.1.2.2 AIoT Market by Software and Platform 2019 – 2024
6.1.2.2.1 AIoT Market by Analytics Type 2019 – 2024
6.1.2.3 AIoT Market by Service Type 2019 – 2024
6.1.2.3.1 AIoT Market by Professional Service Type 2019 – 2024
6.1.3 AIoT Market by AI Technology 2019 – 2024
6.1.4 AIoT Market by Application 2019 – 2024
6.1.5 AIoT in Consumer, Enterprise, Industrial, and Government 2019 – 2024
6.1.6 AIoT Market in Cities, Suburbs, and Rural Areas 2019 – 2024
6.1.7 AIoT in Smart Cities 2019 – 2024
6.1.8 IoT Data as a Service Market 2019 – 2024
6.1.9 AI Decisions as a Service Market 2019 – 2024
6.1.10 Blockchain Support of AIoT 2019 – 2024
6.1.11 AIoT in 5G Networks 2019 – 2024
6.2 Regional AIoT Markets 2019 – 2024
6.2.1 AIoT Market by Region 2019 – 2024
6.2.1.1 North America AIoT Market 2019 – 2024
6.2.1.2 Asia Pacific AIoT Market 2019 – 2024
6.2.1.3 Europe AIoT Market 2019 – 2024
6.2.1.4 Middle East and Africa AIoT Market 2019 – 2024
6.2.1.5 Latin America AIoT Market 2019 – 2024
6.3 AIoT Unit Deployment 2019 – 2024
6.3.1 Global AIoT Unit Deployment 2019 – 2024
6.3.2 AIoT Unit Deployment by Type 2019 – 2024
6.3.2.1 AIoT Unit Deployment by Infrastructure Type 2019 – 2024
6.3.2.1.1 AIoT Unit Deployment by Chipsets Type 2019 – 2024
6.3.2.1.2 AIoT Unit Deployment by Cloud Type 2019 – 2024
6.3.2.2 AIoT Unit Deployment by Software and Platform Type 2019 – 2024
6.3.3 AIoT Unit Deployment by Region 2019 – 2024
6.3.3.1 North America AIoT Unit Deployment by Country 2019 – 2024
6.3.3.2 Asia Pacific AIoT Unit Deployment by Country 2019 – 2024
6.3.3.3 Europe AIoT Unit Deployment by Country 2019 – 2024
6.3.3.4 Middle East and Africa AIoT Unit Deployment by Country 2019 – 2024
6.3.3.5 Latin America AIoT Unit Deployment by Country 2019 – 2024

7.0 Conclusions and Recommendations

Figures

Figure 1: AIoT Architecture and Applications
Figure 2: AI Evolution
Figure 3: IoT Network Architecture
Figure 4: IoT Functional Structure
Figure 5: AIoT Ambient Intelligence
Figure 6: Industrial Grade Storage
Figure 7: Machine Learning APIs and Predictive Layer
Figure 8: AIoT Edge Architecture
Figure 9: NVidia Edge AI platform
Figure 10: IoT Cloud Architecture
Figure 11: 5G IoT Architecture
Figure 12: IoT Digital Twins Architecture
Figure 13: AI Enabled Smart Machines
Figure 14: NeoSapphire All-Flash Array
Figure 15: Global AIoT Market 2019 – 2024
Figure 16: Global Smart City Opportunity in AIoT 2019 – 2024
Figure 17: Global IoT Data as a Service Market in AIoT 2019 – 2024
Figure 18: Global AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 19: Global Blockchain Driven AIoT Market 2019 – 2024
Figure 20: Global 5G Driven AIoT Market 2019 – 2024
Figure 21: North America Smart City Opportunity in AIoT 2019 – 2024
Figure 22: North America IoT Data as a Service Market in AIoT 2019 – 2024
Figure 23: North America AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 24: North America Blockchain Driven AIoT Market 2019 – 2024
Figure 25: North America 5G Driven AIoT Market 2019 – 2024
Figure 26: APAC Smart City Opportunity in AIoT 2019 – 2024
Figure 27: APAC IoT Data as a Service Market in AIoT 2019 – 2024
Figure 28: APAC AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 29: APAC Blockchain Driven AIoT Market 2019 – 2024
Figure 30: APAC 5G Driven AIoT Market 2019 – 2024
Figure 31: Europe Smart City Opportunity in AIoT 2019 – 2024
Figure 32: Europe IoT Data as a Service Market in AIoT 2019 – 2024
Figure 33: Europe AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 34: Europe Blockchain Driven AIoT Market 2019 – 2024
Figure 35: Europe 5G Driven AIoT Market 2019 – 2024
Figure 36: MEA Smart City Opportunity in AIoT 2019 – 2024
Figure 37: MEA IoT Data as a Service Market in AIoT 2019 – 2024
Figure 38: MEA AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 39: MEA Blockchain Driven AIoT Market 2019 – 2024
Figure 40: MEA 5G Driven AIoT Market 2019 – 2024
Figure 41: Latin America Smart City Opportunity in AIoT 2019 – 2024
Figure 42: Latin America IoT Data as a Service Market in AIoT 2019 – 2024
Figure 43: Latin America AI Decision ad a Service Market in AIoT 2019 – 2024
Figure 44: Latin America Blockchain Driven AIoT Market 2019 – 2024
Figure 45: Latin America 5G Driven AIoT Market 2019 – 2024
Figure 46: Global AIoT Unit Deployment 2019 – 2024

Tables

Table 1: Global AI Optimized IoT Device Market
Table 2: Global AI Optimized Non-IoT Device Market
Table 3: Global AI Optimized IoT Things/Objects Market
Table 4: Global AIoT Market by Type 2019 – 2024
Table 5: Global AIoT Market by Infrastructure Type 2019 – 2024
Table 6: Global AIoT Market by Chipsets Type 2019 – 2024
Table 7: Global AIoT Market by 3D Sensing Technology 2019 – 2024
Table 8: Global AIoT Market by 3D Sensing Application 2019 – 2024
Table 9: Global AIoT Market by Cloud Type 2019 – 2024
Table 10: Global AIoT Market by Software and Platform Type 2019 – 2024
Table 11: Global AIoT Market by Analytics Type 2019 – 2024
Table 12: Global AIoT Market by Service Type 2019 – 2024
Table 13: Global AIoT Market by Professional Service Type 2019 – 2024
Table 14: Global AIoT Market by Technology 2019 – 2024
Table 15: Global AIoT Market by Application 2019 – 2024
Table 16: Global AIoT Market by Sector 2019 – 2024
Table 17: Global AIoT Market by Population Centers 2019 – 2024
Table 18: Global AIoT Market by Region 2019 – 2024
Table 19: North America AIoT Market by Infrastructure and Services 2019 – 2024
Table 20: North America AIoT Market by Infrastructure Type 2019 – 2024
Table 21: North America AIoT Market by Chipsets Type 2019 – 2024
Table 22: North America AIoT Market by 3D Sensing Technology 2019 – 2024
Table 23: North America AIoT Market by 3D Sensing Application 2019 – 2024
Table 24: North America AIoT Market by Cloud Type 2019 – 2024
Table 25: North America AIoT Market by Software and Platforms 2019 – 2024
Table 26: North America AIoT Market by Analytics Type 2019 – 2024
Table 27: North America AIoT Market by Service Type 2019 – 2024
Table 28: North America AIoT Market by Professional Service Type 2019 – 2024
Table 29: North America AIoT Market by AI Technology 2019 – 2024
Table 30: North America AIoT Market by Application 2019 – 2024
Table 31: North America AIoT Market by Sector 2019 – 2024
Table 32: North America AIoT Market by Population Center 2019 – 2024
Table 33: North America AIoT Market by Country 2019 – 2024
Table 34: APAC AIoT Market by Infrastructure and Services 2019 – 2024
Table 35: APAC AIoT Market by Infrastructure Type 2019 – 2024
Table 36: APAC AIoT Market by Chipsets Type 2019 – 2024
Table 37: APAC AIoT Market by 3D Sensing Technology 2019 – 2024
Table 38: APAC AIoT Market by 3D Sensing Application 2019 – 2024
Table 39: APAC AIoT Market by Cloud Type 2019 – 2024
Table 40: APAC AIoT Market by Software and Platforms 2019 – 2024
Table 41: APAC AIoT Market by Analytics Type 2019 – 2024
Table 42: APAC AIoT Market by Service Type 2019 – 2024
Table 43: APAC AIoT Market by Professional Service Type 2019 – 2024
Table 44: APAC AIoT Market by AI Technology 2019 – 2024
Table 45: APAC AIoT Market by Application 2019 – 2024
Table 46: APAC AIoT Market by Sector 2019 – 2024
Table 47: APAC AIoT Market by Population Center 2019 – 2024
Table 48: APAC AIoT Market by Country 2019 – 2024
Table 49: Europe AIoT Market by Infrastructure and Services 2019 – 2024
Table 50: Europe AIoT Market by Infrastructure Type 2019 – 2024
Table 51: Europe AIoT Market by Chipsets Type 2019 – 2024
Table 52: Europe AIoT Market by 3D Sensing Technology 2019 – 2024
Table 53: Europe AIoT Market by 3D Sensing Application 2019 – 2024
Table 54: Europe AIoT Market by Cloud Type 2019 – 2024
Table 55: Europe AIoT Market by Software and Platforms 2019 – 2024
Table 56: Europe AIoT Market by Analytics Type 2019 – 2024
Table 57: Europe AIoT Market by Service Type 2019 – 2024
Table 58: Europe AIoT Market by Professional Service Type 2019 – 2024
Table 59: Europe AIoT Market by AI Technology 2019 – 2024
Table 60: Europe AIoT Market by Application 2019 – 2024
Table 61: Europe AIoT Market by Sector 2019 – 2024
Table 62: Europe AIoT Market by Population Center 2019 – 2024
Table 63: Europe AIoT Market by Country 2019 – 2024
Table 64: MEA AIoT Market by Infrastructure and Services 2019 – 2024
Table 65: MEA AIoT Market by Infrastructure Type 2019 – 2024
Table 66: MEA AIoT Market by Chipsets Type 2019 – 2024
Table 67: MEA AIoT Market by 3D Sensing Technology 2019 – 2024
Table 68: MEA AIoT Market by 3D Sensing Application 2019 – 2024
Table 69: MEA AIoT Market by Cloud Type 2019 – 2024
Table 70: MEA AIoT Market by Software and Platforms 2019 – 2024
Table 71: MEA AIoT Market by Analytics Type 2019 – 2024
Table 72: MEA AIoT Market by Service Type 2019 – 2024
Table 73: MEA AIoT Market by Professional Service Type 2019 – 2024
Table 74: MEA AIoT Market by AI Technology 2019 – 2024
Table 75: MEA AIoT Market by Application 2019 – 2024
Table 76: MEA AIoT Market by Sector 2019 – 2024
Table 77: MEA AIoT Market by Population Center 2019 – 2024
Table 78: MEA AIoT Market by Country 2019 – 2024
Table 79: Latin America AIoT Market by Type 2019 – 2024
Table 80: Latin America AIoT Market by Infrastructure Type 2019 – 2024
Table 81: Latin America AIoT Market by Chipsets Type 2019 – 2024
Table 82: Latin America AIoT Market by 3D Sensing Technology 2019 – 2024
Table 83: Latin America AIoT Market by 3D Sensing Application 2019 – 2024
Table 84: Latin America AIoT Market by Cloud Type 2019 – 2024
Table 85: Latin America AIoT Market by Software and Platform Type 2019 – 2024
Table 86: Latin America AIoT Market by Analytics Type 2019 – 2024
Table 87: Latin America AIoT Market by Service Type 2019 – 2024
Table 88: Latin America AIoT Market by Professional Service Type 2019 – 2024
Table 89: Latin America AIoT Market by AI Technology 2019 – 2024
Table 90: Latin America AIoT Market by Application 2019 – 2024
Table 91: Latin America AIoT Market by Sector 2019 – 2024
Table 92: Latin America AIoT Market by Population Center 2019 – 2024
Table 93: Latin America AIoT Market by Country 2019 – 2024
Table 94: Global AIoT Unit Deployment by Infrastructure and Services 2019 – 2024
Table 95: Global AIoT Unit Deployment by Infrastructure Type 2019 – 2024
Table 96: Global AIoT Unit Deployment by Chipsets Type 2019 – 2024
Table 97: Global AIoT Unit Deployment by Cloud Type 2019 – 2024
Table 98: Global AIoT Unit Deployment by Software and Platforms 2019 – 2024
Table 99: Global AIoT Unit Deployment by Region 2019 – 2024
Table 100: North America AIoT Unit Deployment by Country 2019 – 2024
Table 101: APAC AIoT Unit Deployment by Country 2019 – 2024
Table 102: Europe AIoT Unit Deployment by Country 2019 – 2024
Table 103: MEA AIoT Unit Deployment by Country 2019 – 2024
Table 104: Latin America AIoT Unit Deployment by Country 2019 – 2024

Artificial Intelligence in Big Data Analytics and IoT: Market for Data Capture, Information and Decision Support Services 2019 – 20241.0 Executive Summary

2.0 Introduction

2.1 Research Objectives
2.2 Key Findings
2.3 Target Audience
2.4 Companies in the Report

3.0 Overview

3.1 Artificial Intelligence and Machine Learning
3.2 AI Types
3.3 AI & ML Language
3.4 Artificial Intelligence Technology
3.4.1 Machine Learning
3.4.2 Natural Language Generation and Processing
3.4.3 Image Processing
3.4.4 Voice Recognition
3.4.5 Artificial Neural Network
3.4.6 Deep Learning
3.4.7 Others
3.5 AI and ML Technology Goal
3.5.1 Reasoning
3.5.2 Knowledge Representation
3.5.3 Planning
3.5.4 Learning
3.5.5 Communication
3.5.6 Machine Perception
3.5.7 Motion Manipulation
3.5.8 Social Intelligence
3.5.9 Creativity
3.5.10 Artificial General Intelligence
3.5.11 Computer Vision
3.5.12 Robotics
3.6 AI Approaches
3.6.1 Cybernetics and Brian Simulation
3.6.2 Symbolic
3.6.3 Sub-Symbolic
3.6.4 Statistical
3.6.5 Integration
3.7 AI Tools
3.7.1 Search and Optimization
3.7.2 Logic
3.7.3 Probability
3.7.4 Classifier and Statistics
3.7.5 Neural Network
3.7.6 Deep Feedforward Neural Network
3.7.7 Deep Recurrent Neural Network
3.7.8 Control Theory
3.7.9 Language
3.8 AI Outcome
3.8.1 Testing Tools
3.8.2 Virtual Assistant
3.8.3 AI Optimized IoT Hardware
3.8.4 Decision Management System
3.8.5 Biometrics Solution
3.8.6 Robotic Process Automation
3.9 Neural Network and Artificial Intelligence
3.10 Deep Learning and Artificial Intelligence
3.11 Predictive Analytics and Artificial Intelligence
3.12 Internet of Things and Big Data Analytics
3.13 IoT and Artificial Intelligence
3.14 Consumer IoT, Big Data Analytics, and Artificial Intelligence
3.15 Industrial IoT, Big Data Analytics, and Machine Learning
3.16 Artificial intelligence and cognitive computing
3.17 Transhumanism or H+ and Artificial Intelligence
3.18 Rise of Analysis of Things (AoT)
3.19 Supervised vs. Unsupervised Learning
3.20 AI as New form of UI

4.0 AI Technology in Big Data and IoT

4.1 Machine Learning Everywhere
4.1.1 Machine Learning as Open Source Technology
4.1.2 Machine Learning and Intelligent Discovery in IoT
4.1.3 Supervised and Unsupervised Machine Learning
4.1.4 Machine Learning as Big Data Analysis Technique
4.1.5 Machine Learning AI Robots
4.1.6 Machine Learning and Data Democratization
4.2 Machine Learning APIs and Big Data Development
4.2.1 Phases of Machine Learning APIs
4.2.2 Machine Learning API Challenges
4.2.3 Top Machine Learning APIs
4.2.3.1 IBM Watson API
4.2.3.2 Microsoft Azure Machine Learning API
4.2.3.3 Google Prediction API
4.2.3.4 Amazon Machine Learning API
4.2.3.5 BigML
4.2.3.6 AT&T Speech API
4.2.3.7 Wit.ai
4.2.3.8 AlchemyAPI
4.2.3.9 Diffbot
4.2.3.10 PredictionIO
4.2.4 Machine Learning API in General Application Environment
4.3 Enterprise Benefits of Machine Learning
4.4 Machine Learning in IoT Data
4.5 Ultra Scale Analytics and Artificial Intelligence
4.6 Rise of Algorithmic Business
4.7 Cloud Hosted Machine Intelligence
4.8 Contradiction of Machine Learning
4.9 Value Chain Analysis
4.9.1 AI & Machine Learning Companies
4.9.2 IoT Companies
4.9.3 Big Data Analytics Providers
4.9.4 Connectivity Solution and Infrastructure Providers
4.9.5 Hardware and Equipment Manufacturers
4.9.6 Developers and Data Scientists
4.9.7 End Users

5.0 AI Technology Application and Use Case

5.1 Intelligence Performance Monitoring
5.2 Infrastructure Monitoring
5.3 Generating Accurate Models
5.4 Recommendation Engine
5.5 Blockchain and Crypto Technologies
5.6 Enterprise Application
5.7 Contextual Awareness
5.8 Customer Feedback
5.9 Self-Driving Car
5.10 Fraud Detection System
5.11 Personalized Medicine and Healthcare Service
5.12 Predictive Data Modelling
5.13 Smart Machines
5.14 Cybersecurity Solutions
5.15 Autonomous Agents
5.16 Intelligent Assistant
5.17 Intelligent Decision Support System
5.18 Risk Management
5.19 Data Mining and Management
5.20 Intelligent Robotics
5.21 Financial Technology
5.22 Machine Intelligence

6.0 AI Technology Impact on Vertical Market

6.1 Enterprise Productivity Gain
6.2 Digital Twinning and Physical Asset Security
6.3 IT Process Efficiency Increase
6.4 AI to Replace Human Form Work
6.5 Enterprise AI Adoption Trend
6.6 Inclusion of AI as IT Requirement

7.0 AI Predictive Analytics in Vertical Industry

7.1 E-Commerce Services
7.2 Banking and Finance Services
7.3 Manufacturing Services
7.4 Real Estate Services
7.5 Government and Public Services

8.0 Company Analysis

8.1 Google Inc.
8.2 Twitter Inc.
8.3 Microsoft Corporation
8.4 IBM Corporation
8.5 Apple Inc.
8.6 Facebook Inc.
8.7 Amazon.com Inc.
8.8 Skype
8.9 Salesforce.com
8.10 Intel Corporation
8.11 Yahoo Inc.
8.12 AOL Inc.
8.13 NVIDIA Corporation
8.14 x.ai
8.15 Tesla Inc.
8.16 Baidu Inc.
8.17 H2O.ai
8.18 SparkCognition Inc.
8.19 OpenAI
8.20 Inbenta
8.21 CISCO Systems Inc.
8.22 Infineon Technologies AG
8.23 McAfee
8.24 Happiest Minds Technologies
8.25 Tachyus
8.26 Sentrian
8.27 MAANA
8.28 Veros Systems Inc.
8.29 NEURA
8.30 Augury Systems Ltd.
8.31 glassbeam
8.32 Comfy
8.33 mnubo
8.34 C-B4
8.35 PointGrab Ltd.
8.36 Tellmeplus
8.37 moov
8.38 Sentenai Inc.
8.39 imagimob
8.40 FocusMotion
8.41 MoBagel

9.0 AI in Big Data and IoT Market Analysis and Forecasts 2019 – 2024

9.1 AI in Big Data and IoT Market 2019 – 2024
9.2 AI in Big Data and IoT Market by Solution Components 2019 – 2024
9.2.1 Embedded AI Solutions
9.2.1.1 IoT Device
9.2.1.1.1 Wearable Devices
9.2.1.1.2 Medical and Healthcare Devices
9.2.1.1.3 Industrial Machines
9.2.1.1.4 Networking Device
9.2.1.1.5 Smart Grid Device
9.2.1.1.6 Robots and Drone
9.2.1.1.6.1 Service Robots
9.2.1.1.7 Smart Appliances
9.2.1.1.8 Security Devices
9.2.1.1.9 Entertainment Devices
9.2.1.1.10 In-Vehicle Device
9.2.1.1.11 Military Device
9.2.1.1.12 Energy Management Device
9.2.1.1.13 Agriculture Specific Device
9.2.1.2 IoT Things/Objects
9.2.1.3 Software
9.2.1.3.1 Digital Personal Assistants
9.2.1.4 IoT Platform
9.2.2 Storage and Analytics
9.2.2.1 Storage and Analytics Tools
9.2.3 Services
9.2.3.1 Professional Services
9.3 AI in Big Data and IoT Market by Management Functions
9.4 AI in Big Data and IoT Market by Technology
9.4.1 Machine Learning
9.5 AI in Big Data and IoT Market by Industry Vertical
9.5.1 Medical and Healthcare
9.5.2 Manufacturing
9.5.3 Consumer Electronics
9.5.4 Automotive and Transportation
9.5.5 Retail and Apparel
9.5.6 Marketing and Advertising
9.5.7 FinTech
9.5.8 Building and Construction
9.5.9 Agriculture
9.5.10 Security and Surveillance
9.5.11 Government, Military, and Aerospace
9.5.12 Human Resource
9.5.13 Legal and Law
9.5.14 Telecommunication and IT
9.5.15 Oil, Gas, and Mining
9.5.16 Logistics
9.5.17 Education and Learning
9.6 AI in Big Data and IoT Market by Solution
9.7 AI in Big Data and IoT Market by Application
9.8 AI in Big Data and IoT Market by Deployment
9.8.1 Cloud Deployment
9.9 AI in Big Data and IoT Market by AI System
9.10 AI in Big Data and IoT Market by AI Type
9.11 AI in Big Data and IoT Market by Connectivity
9.11.1 Non-Telecom Connectivity
9.11.2 Telecom Connectivity
9.11.3 Connectivity Standard
9.11.4 Enterprise
9.12 AI in Big Data and IoT Market by Edge Network
9.13 AI in Big Data and IoT Market in Smart City
9.14 AI in Big Data and IoT Market by Intent Based Networking
9.15 AI in Big Data and IoT Market by Virtualization
9.16 AI in Big Data and IoT Market by 5G
9.17 AI in Big Data and IoT Market by Blockchain Networks
9.18 AI in Big Data and IoT Market by Region
9.18.1 North America
9.18.2 Asia Pacific
9.18.2.1 China
9.18.2.2 South Korea
9.18.2.3 Taiwan
9.18.2.4 Rest of Asia
9.18.3 Europe
9.18.4 Middle East and Africa
9.18.5 Latin America

10.0 Conclusions and Recommendations

10.1 AI Prediction
10.2 Data Analytics Providers
10.3 AI and Machine Learning Companies
10.4 IoT Companies and Equipment Manufacturers
10.5 Service Providers
10.6 Enterprises
11.0 Appendix

11.1 AI Embedded IoT Unit Deployment Forecast

11.1.1 IoT Unit Deployment by Solution
11.1.1.1 IoT Device
11.1.1.2 IoT Things and Objects
11.1.1.3 IoT Semiconductor
11.1.1.4 Software
11.1.2 IoT Unit Deployment by Region
11.1.2.1 North America
11.1.2.2 Asia Pacific
11.1.2.3 Europe
11.1.2.4 Middle East and Africa
11.1.2.5 Latin America
11.2 AI Embedded IoT Market Forecast
11.2.1 IoT Market by Segments
11.2.1.1 IoT Device
11.2.1.2 IoT Things and Objects
11.2.1.3 IoT Semiconductor
11.2.1.4 Software
11.2.2 IoT Market by Region
11.2.2.1 North America
11.2.2.2 Asia Pacific
11.2.2.3 Europe
11.2.2.4 Middle East and Africa
11.2.2.5 Latin America

Figures

Figure 1: Artificial Intelligence Technology
Figure 2: Sentiment Analysis with Deep Machine Learning
Figure 3: Artificial Intelligence and Predictive Layer Systems
Figure 4: Industrial IoT Landscape and Machine Learning as a Service
Figure 5: Machine Learning Use Case Scenarios
Figure 6: AI and ML Landscape and Impact
Figure 7: AI Solution Enterprise Productivity Gains 2019 – 2024
Figure 8: Global Digit Twin Solution Enabled Connected Things 2019 – 2024
Figure 9: AI Robo-Boss Supervision of Worker 2019 – 2024
Figure 10: Global AI in Big Data and IoT Market 2019 – 2024
Figure 11: Global AI in Big Data and IoT Market by Edge Network 2019 – 2024
Figure 12: Global AI in Big Data and IoT Market by Smart City 2019 – 2024
Figure 13: Global AI in Big Data and IoT Market by Intent Based Networking 2019 – 2024
Figure 14: Global AI in Big Data and IoT Market by Virtualization 2019 – 2024
Figure 15: Global AI in Big Data and IoT Market by 5G 2019 – 2024
Figure 16: Global AI in Big Data and IoT Market by Blockchain Network 2019 – 2024

Tables

Table 1: AI Software Driven Economic Transition 2019 – 2024
Table 2: AI Empowered Building Security System 2019 – 2024
Table 3: AI Empowered Business Analytics Software 2019 – 2024
Table 4: AI Self Service Visual Discovery vs. Traditional IT Controlled Tools 2019 – 2024
Table 5: AI Smart Machine Created Business Content 2019 – 2024
Table 6: Global AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 7: Global AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 8: Global AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 9: Global AI in Big Data and IoT Market by Wearable Device 2019 – 2024
Table 10: Global AI in Big Data and IoT Market by Medical and Healthcare Device 2019 – 2024
Table 11: Global AI in Big Data and IoT Market by Industrial Machines 2019 – 2024
Table 12: Global AI in Big Data and IoT Market by Networking Device 2019 – 2024
Table 13: Global AI in Big Data and IoT Market by Smart Grid Device 2019 – 2024
Table 14: Global AI in Big Data and IoT Market by Robots and Drone 2019 – 2024
Table 15: Global AI in Big Data and IoT Market by Service Robots 2019 – 2024
Table 16: Global AI in Big Data and IoT Market by Smart Appliances 2019 – 2024
Table 17: Global AI in Big Data and IoT Market by Security Device 2019 – 2024
Table 18: Global AI in Big Data and IoT Market by Entertainment Device 2019 – 2024
Table 19: Global AI in Big Data and IoT Market by In-Vehicle Device 2019 – 2024
Table 20: Global AI in Big Data and IoT Market by Military Device 2019 – 2024
Table 21: Global AI in Big Data and IoT Market by Energy Management Device 2019 – 2024
Table 22: Global AI in Big Data and IoT Market by Agriculture Specific Device 2019 – 2024
Table 23: Global AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 24: Global AI in Big Data and IoT Market by Software 2019 – 2024
Table 25: Global AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 26: Global AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 27: Global AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 28: Global AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 29: Global AI in Big Data and IoT Market by Services 2019 – 2024
Table 30: Global AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 31: Global AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 32: Global AI in Big Data and IoT Market by Technology 2019 – 2024
Table 33: Global AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 34: Global AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 35: Global AI in Big Data and IoT Market by Medical and Healthcare Application 2019 – 2024
Table 36: Global AI in Big Data and IoT Market by Manufacturing Application 2019 – 2024
Table 37: Global AI in Big Data and IoT Market by Consumer Electronics Application 2019 – 2024
Table 38: Global AI in Big Data and IoT Market by Automotive and Transportation Application 2019 – 2024
Table 39: Global AI in Big Data and IoT Market by Retail and Apparel Application 2019 – 2024
Table 40: Global AI in Big Data and IoT Market by Marketing and Advertising Application 2019 – 2024
Table 41: Global AI in Big Data and IoT Market by FinTech Application 2019 – 2024
Table 42: Global AI in Big Data and IoT Market by Building and Construction Application 2019 – 2024
Table 43: Global AI in Big Data and IoT Market by Agriculture Application 2019 – 2024
Table 44: Global AI in Big Data and IoT Market by Security and Surveillance Application 2019 – 2024
Table 45: Global AI in Big Data and IoT Market by Government, Military, and Aerospace Application 2019 – 2024
Table 46: Global AI in Big Data and IoT Market by Human Resource Application 2019 – 2024
Table 47: Global AI in Big Data and IoT Market by Legal and Law Application 2019 – 2024
Table 48: Global AI in Big Data and IoT Market by Telecommunication and IT Application 2019 – 2024
Table 49: Global AI in Big Data and IoT Market by Oil, Gas, and Mining Application 2019 – 2024
Table 50: Global AI in Big Data and IoT Market by Logistics Application 2019 – 2024
Table 51: Global AI in Big Data and IoT Market by Education and Learning Application 2019 – 2024
Table 52: Global AI in Big Data and IoT Market by Solution 2019 – 2024
Table 53: Global AI in Big Data and IoT Market by Application 2019 – 2024
Table 54: Global AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 55: Global AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 56: Global AI in Big Data and IoT Market by AI System 2019 – 2024
Table 57: Global AI in Big Data and IoT Market by AI System 2019 – 2024
Table 58: Global AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 59: Global AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 60: Global AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 61: Global AI in Big Data and IoT Market by Connectivity Standard 2019 – 2024
Table 62: Global AI in Big Data and IoT Market by Enterprise 2019 – 2024
Table 63: Global AI in Big Data and IoT Market by Region 2019 – 2024
Table 64: North America AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 65: North America AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 66: North America AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 67: North America AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 68: North America AI in Big Data and IoT Market by Software 2019 – 2024
Table 69: North America AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 70: North America AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 71: North America AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 72: North America AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 73: North America AI in Big Data and IoT Market by Services 2019 – 2024
Table 74: North America AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 75: North America AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 76: North America AI in Big Data and IoT Market by Technology 2019 – 2024
Table 77: North America AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 78: North America AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 79: North America AI in Big Data and IoT Market by Solution 2019 – 2024
Table 80: North America AI in Big Data and IoT Market by Application 2019 – 2024
Table 81: North America AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 82: North America AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 83: North America AI in Big Data and IoT Market by AI System 2019 – 2024
Table 84: North America AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 85: North America AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 86: North America AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 87: North America AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 88: APAC AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 89: APAC AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 90: APAC AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 91: APAC AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 92: APAC AI in Big Data and IoT Market by Software 2019 – 2024
Table 93: APAC AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 94: APAC AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 95: APAC AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 96: APAC AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 97: APAC AI in Big Data and IoT Market by Services 2019 – 2024
Table 98: APAC AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 99: APAC AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 100: APAC AI in Big Data and IoT Market by Technology 2019 – 2024
Table 101: APAC AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 102: APAC AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 103: APAC AI in Big Data and IoT Market by Solution 2019 – 2024
Table 104: APAC AI in Big Data and IoT Market by Application 2019 – 2024
Table 105: APAC AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 106: APAC AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 107: APAC AI in Big Data and IoT Market by AI System 2019 – 2024
Table 108: APAC AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 109: APAC AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 110: APAC AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 111: APAC AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 112: China AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 113: China AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 114: China AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 115: China AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 116: China AI in Big Data and IoT Market by Software 2019 – 2024
Table 117: China AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 118: China AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 119: China AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 120: China AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 121: China AI in Big Data and IoT Market by Services 2019 – 2024
Table 122: China AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 123: China AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 124: China AI in Big Data and IoT Market by Technology 2019 – 2024
Table 125: China AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 126: China AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 127: China AI in Big Data and IoT Market by Solution 2019 – 2024
Table 128: China AI in Big Data and IoT Market by Application 2019 – 2024
Table 129: China AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 130: China AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 131: China AI in Big Data and IoT Market by AI System 2019 – 2024
Table 132: China AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 133: China AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 134: China AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 135: South Korea AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 136: South Korea AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 137: South Korea AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 138: South Korea AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 139: South Korea AI in Big Data and IoT Market by Software 2019 – 2024
Table 140: South Korea AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 141: South Korea AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 142: South Korea AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 143: South Korea AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 144: South Korea AI in Big Data and IoT Market by Services 2019 – 2024
Table 145: South Korea AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 146: South Korea AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 147: South Korea AI in Big Data and IoT Market by Technology 2019 – 2024
Table 148: South Korea AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 149: South Korea AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 150: South Korea AI in Big Data and IoT Market by Solution 2019 – 2024
Table 151: South Korea AI in Big Data and IoT Market by Application 2019 – 2024
Table 152: South Korea AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 153: South Korea AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 154: South Korea AI in Big Data and IoT Market by AI System 2019 – 2024
Table 155: South Korea AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 156: South Korea AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 157: South Korea AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 158: Taiwan AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 159: Taiwan AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 160: Taiwan AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 161: Taiwan AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 162: Taiwan AI in Big Data and IoT Market by Software 2019 – 2024
Table 163: Taiwan AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 164: Taiwan AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 165: Taiwan AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 166: Taiwan AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 167: Taiwan AI in Big Data and IoT Market by Services 2019 – 2024
Table 168: Taiwan AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 169: Taiwan AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 170: Taiwan AI in Big Data and IoT Market by Technology 2019 – 2024
Table 171: Taiwan AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 172: Taiwan AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 173: Taiwan AI in Big Data and IoT Market by Solution 2019 – 2024
Table 174: Taiwan AI in Big Data and IoT Market by Application 2019 – 2024
Table 175: Taiwan AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 176: Taiwan AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 177: Taiwan AI in Big Data and IoT Market by AI System 2019 – 2024
Table 178: Taiwan AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 179: Taiwan AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 180: Taiwan AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 181: Rest of Asia AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 182: Rest of Asia AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 183: Rest of Asia AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 184: Rest of Asia AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 185: Rest of Asia AI in Big Data and IoT Market by Software 2019 – 2024
Table 186: Rest of Asia AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 187: Rest of Asia AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 188: Rest of Asia AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 189: Rest of Asia AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 190: Rest of Asia AI in Big Data and IoT Market by Services 2019 – 2024
Table 191: Rest of Asia AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 192: Rest of Asia AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 193: Rest of Asia AI in Big Data and IoT Market by Technology 2019 – 2024
Table 194: Rest of Asia AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 195: Rest of Asia AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 196: Rest of Asia AI in Big Data and IoT Market by Solution 2019 – 2024
Table 197: Rest of Asia AI in Big Data and IoT Market by Application 2019 – 2024
Table 198: Rest of Asia AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 199: Rest of Asia AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 200: Rest of Asia AI in Big Data and IoT Market by AI System 2019 – 2024
Table 201: Rest of Asia AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 202: Rest of Asia AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 203: Rest of Asia AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 204: Europe AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 205: Europe AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 206: Europe AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 207: Europe AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 208: Europe AI in Big Data and IoT Market by Software 2019 – 2024
Table 209: Europe AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 210: Europe AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 211: Europe AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 212: Europe AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 213: Europe AI in Big Data and IoT Market by Services 2019 – 2024
Table 214: Europe AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 215: Europe AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 216: Europe AI in Big Data and IoT Market by Technology 2019 – 2024
Table 217: Europe AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 218: Europe AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 219: Europe AI in Big Data and IoT Market by Solution 2019 – 2024
Table 220: Europe AI in Big Data and IoT Market by Application 2019 – 2024
Table 221: Europe AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 222: Europe AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 223: Europe AI in Big Data and IoT Market by AI System 2019 – 2024
Table 224: Europe AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 225: Europe AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 226: Europe AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 227: Europe AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 228: MEA AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 229: MEA AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 230: MEA AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 231: MEA AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 232: MEA AI in Big Data and IoT Market by Software 2019 – 2024
Table 233: MEA AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 234: MEA AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 235: MEA AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 236: MEA AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 237: MEA AI in Big Data and IoT Market by Services 2019 – 2024
Table 238: MEA AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 239: MEA AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 240: MEA AI in Big Data and IoT Market by Technology 2019 – 2024
Table 241: MEA AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 242: MEA AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 243: MEA AI in Big Data and IoT Market by Solution 2019 – 2024
Table 244: MEA AI in Big Data and IoT Market by Application 2019 – 2024
Table 245: MEA AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 246: MEA AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 247: MEA AI in Big Data and IoT Market by AI System 2019 – 2024
Table 248: MEA AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 249: MEA AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 250: MEA AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 251: MEA AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 252: Latin America AI in Big Data and IoT Market by Solution Components 2019 – 2024
Table 253: Latin America AI in Big Data and IoT Market by Embedded Solutions 2019 – 2024
Table 254: Latin America AI in Big Data and IoT Market by IoT Device 2019 – 2024
Table 255: Latin America AI in Big Data and IoT Market by IoT Things and Objects 2019 – 2024
Table 256: Latin America AI in Big Data and IoT Market by Software 2019 – 2024
Table 257: Latin America AI in Big Data and IoT Market by Digital Personal Assistants 2019 – 2024
Table 258: Latin America AI in Big Data and IoT Market by IoT Platforms 2019 – 2024
Table 259: Latin America AI in Big Data and IoT Market by Storage and Analytics 2019 – 2024
Table 260: Latin America AI in Big Data and IoT Market by Storage and Analytics Tools 2019 – 2024
Table 261: Latin America AI in Big Data and IoT Market by Services 2019 – 2024
Table 262: Latin America AI in Big Data and IoT Market by Professional Services 2019 – 2024
Table 263: Latin America AI in Big Data and IoT Market by Management Functions 2019 – 2024
Table 264: Latin America AI in Big Data and IoT Market by Technology 2019 – 2024
Table 265: Latin America AI in Big Data and IoT Market by Machine Learning 2019 – 2024
Table 266: Latin America AI in Big Data and IoT Market by Industry Vertical 2019 – 2024
Table 267: Latin America AI in Big Data and IoT Market by Solution 2019 – 2024
Table 268: Latin America AI in Big Data and IoT Market by Application 2019 – 2024
Table 269: Latin America AI in Big Data and IoT Market by Deployment 2019 – 2024
Table 270: Latin America AI in Big Data and IoT Market by Cloud Deployment 2019 – 2024
Table 271: Latin America AI in Big Data and IoT Market by AI System 2019 – 2024
Table 272: Latin America AI in Big Data and IoT Market by Connectivity 2019 – 2024
Table 273: Latin America AI in Big Data and IoT Market by Non-Telecom Connectivity 2019 – 2024
Table 274: Latin America AI in Big Data and IoT Market by Telecom Connectivity 2019 – 2024
Table 275: Latin America AI in Big Data and IoT Market by Leading Country 2019 – 2024
Table 276: Global AI Embedded IoT Unit Deployment by Solution 2019 – 2024
Table 277: Global AI Embedded IoT Unit Deployment by IoT Device 2019 – 2024
Table 278: Global AI Embedded IoT Unit Deployment by IoT Things and Objects 2019 – 2024
Table 279: Global AI Embedded IoT Unit Deployment by IoT Semiconductor 2019 – 2024
Table 280: AI Embedded IoT Unit Deployment by Software 2019 – 2024
Table 281: AI Embedded IoT Unit Deployment by Region 2019 – 2024
Table 282: North America AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 283: APAC AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 284: Europe AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 285: MEA AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 286: Latin America AI Embedded IoT Unit Deployment by Leading Country 2019 – 2024
Table 287: Global AI Embedded IoT Market by Segments 2019 – 2024
Table 288: Global AI Embedded IoT Market by IoT Device 2019 – 2024
Table 289: Global AI Embedded IoT Market by IoT Things and Objects 2019 – 2024
Table 290: Global AI Embedded IoT Market by IoT Semiconductor 2019 – 2024
Table 291: AI Embedded IoT Market by IoT Software 2019 – 2024
Table 292: AI Embedded IoT Market by Region 2019 – 2024
Table 293: North America AI Embedded IoT Market by Leading Country 2019 – 2024
Table 294: APAC AI Embedded IoT Market by Leading Country 2019 – 2024
Table 295: Europe AI Embedded IoT Market by Leading Country 2019 – 2024
Table 296: MEA AI Embedded IoT Market by Leading Country 2019 – 2024
Table 297: Latin America AI Embedded IoT Market by Leading Country 2019 – 2024

Artificial Intelligence (AI) in Supply Chain Management (SCM) Market: AI in SCM by Technology, Solution, Management Function (Automation, Planning and Logistics, Inventory, Fleet, Freight, Risk), and Region 2019 – 20241.0 Executive Summary

2.0 Introduction

2.1 Supply Chain Management
2.1.1 Challenges
2.1.2 Opportunities
2.2 AI in SCM
2.2.1 Key AI Technologies for SCM
2.2.2 AI and Technology Integration

3.0 AI in SCM Challenges and Opportunities

3.1 Market Dynamics
3.1.1 Companies with Complex Supply Chains
3.1.2 Logistics Management Companies
3.1.3 SCM Software Solution Companies
3.2 Technology and Solution Opportunities
3.2.1 Leverage Artificial Intelligence (AI)
3.2.1.1 Integrate AI with Existing Processes
3.2.1.2 Integrate AI with Existing Systems
3.2.2 Integrate AI with Internet of Things (IoT)
3.2.2.1 Leverage AIoT Platforms, Software, and Services
3.2.2.2 Leverage Data as a Service Providers
3.3 Implementation Challenges
3.3.1 Management Friction
3.3.2 Legacy Processes and Procedures
3.3.3 Outsource AI SCM Solution vs. Integrate with Existing

4.0 Supply Chain Ecosystem Company Analysis

4.1 Vendor Market Share
4.2 3M
4.3 Adidas
4.4 Amazon
4.5 Arvato SCM Solutions
4.6 BASF
4.7 Basware
4.8 BMW
4.9 C. H.Robinson
4.10 Cainiao Network (Alibaba)
4.11 Cisco Systems
4.12 ClearMetal
4.13 Coca-Cola Co.
4.14 Colgate-Palmolive
4.15 Coupa Software
4.16 Descartes Systems Group
4.17 Diageo
4.18 E2open
4.19 Epicor Software Corporation
4.20 FedEx
4.21 Fraight AI
4.22 H&M
4.23 HighJump
4.24 Home Depot
4.25 HP Inc.
4.26 IBM
4.27 Inditex
4.28 Infor Global Solutions
4.29 Intel
4.30 JDA
4.31 Johnson & Johnson
4.32 Kimberly-Clark
4.33 L’Oréal
4.34 LLamasoft Inc.
4.35 Logility
4.36 Manhattan Associates
4.37 Micron Technology
4.38 Microsoft
4.39 Nestlé
4.40 Nike
4.41 Novo Nordisk
4.42 NVidia
4.43 Oracle
4.44 PepsiCo
4.45 Presenso
4.46 Relex Solution
4.47 Sage
4.48 Samsung Electronics
4.49 SAP
4.50 Schneider Electric
4.51 SCM Solutions Corp.
4.52 Splice Machine
4.53 Starbucks
4.54 Teknowlogi
4.55 Unilever
4.56 Walmart
4.57 Xilinx

5.0 AI in SCM Market Analysis and Forecasts 2019 – 2024

5.1 AI in SCM Market 2019 – 2024
5.2 AI in SCM by Solution 2019 – 2024
5.2.1 Platforms
5.2.2 Software
5.2.3 AI as a Service
5.3 AI in SCM by Solution Components 2019 – 2024
5.3.1 Hardware
5.3.1.1 Non-IoT Device
5.3.1.2 IoT Embedded Device
5.3.1.2.1 Security Devices
5.3.1.2.2 Surveillance Robots and Drone
5.3.1.2.3 Networking Devices
5.3.1.2.4 Smart Appliances
5.3.1.2.5 Medical and Healthcare Device
5.3.1.2.6 Smart Grid Devices
5.3.1.2.7 In-Vehicle Devices
5.3.1.2.8 Energy Management Device
5.3.1.3 Components
5.3.1.3.1 Wearable and Embedded Components
5.3.1.3.1.1 Real Time Location System (RTLS)
5.3.1.3.1.2 Barcode
5.3.1.3.1.3 Barcode Scanner
5.3.1.3.1.4 Barcode Stickers
5.3.1.3.1.5 RFID
5.3.1.3.1.6 RFID Tags
5.3.1.3.1.7 Sensor
5.3.1.3.2 Processors
5.3.2 Software
5.3.3 Services
5.3.3.1 Professional Services
5.4 AI in SCM by Management Function 2019 – 2024
5.4.1 Automation
5.4.2 Planning and Logistics
5.4.3 Inventory Management
5.4.4 Fleet Management
5.4.5 Virtual Assistance
5.4.6 Freight Brokerage
5.4.7 Risk Management and Dispute Resolution
5.5 AI in SCM by Technology 2019 – 2024
5.5.1 Cognitive Computing
5.5.2 Computer Vision
5.5.3 Context-aware Computing
5.5.4 Natural Language Processing
5.5.5 Predictive Analytics
5.5.6 Machine Learning
5.5.6.1 Reinforcement Learning
5.5.6.2 Supervised Learning
5.5.6.3 Unsupervised Learning
5.5.6.4 Deep Learning
5.6 AI in SCM by Industry Vertical 2019 – 2024
5.6.1 Aerospace and Government
5.6.2 Automotive and Transportation
5.6.3 Retail and Consumer Electronics
5.6.4 Consumer Goods
5.6.5 Healthcare and Medical
5.6.6 Manufacturing
5.6.7 Building and Construction
5.6.8 Others
5.7 AI in SCM by Deployment 2019 – 2024
5.7.1 Cloud Deployment
5.8 AI in SCM by AI System 2019 – 2024
5.9 AI in SCM by AI Type
5.10 AI in SCM by Connectivity 2019 – 2024
5.10.1 Non-Telecom Connectivity
5.10.2 Telecom Connectivity
5.10.3 Connectivity Standard
5.10.4 Enterprise
5.11 AI in SCM Market by IoT Edge Network 2019 – 2024
5.12 AI in SCM Analytics Market 2019 – 2024
5.13 AI in SCM Market by Intent Based Networking 2019 – 2024
5.14 AI in SCM Market by Virtualization 2019 – 2024
5.15 AI in SCM Market by 5G Network 2019 – 2024
5.16 AI in SCM Market by Blockchain Network 2019 – 2024
5.17 AI in SCM by Region 2019 – 2024
5.17.1 North America
5.17.2 Asia Pacific
5.17.3 Europe
5.17.4 Middle East and Africa
5.17.5 Latin America
5.18 AI in SCM by Country 2019 – 2024
5.18.1 Top Ten Country Market Share
5.18.2 USA
5.18.3 China
5.18.4 Canada
5.18.5 Mexico
5.18.6 Japan
5.18.7 UK
5.18.8 Germany
5.18.9 South Korea
5.18.10 France
5.18.11 Russia

6.0 Summary and Recommendations

6.1 Artificial Intelligence Providers
6.2 Automation System Providers
6.3 Communication Service Providers
6.4 Computing Companies
6.5 Data Analytics Providers
6.6 Enterprise and Government
6.7 Immersive Technology (AR, VR, and MR) Providers
6.8 IoT Suppliers and Service Providers
6.9 Logistics Management Companies
6.10 Semiconductor Companies

Figures

Figure 1: Supply Chain Management Dynamics
Figure 2: SCM Customer-Supplier Challenges
Figure 3: Digital Transformation in Supply Chains
Figure 4: Artificial Intelligence Technologies
Figure 5: Internet of Things in SCM
Figure 6: Leading Logistics and SCM Companies
Figure 7: Integration of AI and IoT (AIoT)
Figure 8: Future of AI and IoT in SCM
Figure 9: AI in SCM Case Study: Enhancing Management Visibility
Figure 10: AI in SCM Case Study: Leveraging Operational Data
Figure 11: AI in SCM Case Study: Improving Automation
Figure 12: BASF Supply Chain Model
Figure 13: Cainiao Delivery and Warehouse Network
Figure 14: Coupa BSM Platform
Figure 15: E2open Supply Chain Model
Figure 16: HighJump Supply Chain Model
Figure 17: Home Depot Supply Chain Model
Figure 18: IBM Supply Chain Management Strategy
Figure 19: Inditex Supply Chain Management Innovation
Figure 20: Intel Supply Chain Legacy System
Figure 21: Logility Supply Chain Solutions
Figure 22: Microsoft Inventory and Warehouse Management
Figure 23: Presenso Predictive Asset Management Solution
Figure 24: Splice Machine Hybrid RDBMS
Figure 25: Global AI in SCM Market 2019 – 2024
Figure 26: Global AI in SCM Market by IoT Edge Network 2019 – 2024
Figure 27: Global AI in SCM Analytics Market 2019 – 2024
Figure 28: Global AI in SCM Market by Intent Based Networking 2019 – 2024
Figure 29: Global AI in SCM Market by Virtualization 2019 – 2024
Figure 30: Global AI in SCM Market by 5G Network 2019 – 2024
Figure 31: Global AI in SCM Market by Blockchain Network 2019 – 2024
Figure 32: AI in SCM Market Share by Top Ten Country 2019 – 2024

Tables

Table 1: SCM Solution Vendor Market Share 2018
Table 2: Global AI in SCM Market by Solution 2019 – 2024
Table 3: Global AI in SCM Market by Platforms 2019 – 2024
Table 4: Global AI in SCM Market by Software 2019 – 2024
Table 5: Global AI in SCM Market by AI-as-a-Service 2019 – 2024
Table 6: Global AI in SCM Market by Solution Components 2019 – 2024
Table 7: Global AI in SCM Market by Hardware 2019 – 2024
Table 8: Global AI in SCM Market by Non-IoT Device 2019 – 2024
Table 9: Global AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 10: Global AI in SCM Market by IoT Security Device 2019 – 2024
Table 11: Global AI in SCM Market by Surveillance Robots and Drones 2019 – 2024
Table 12: Global AI in SCM Market by Networking Device 2019 – 2024
Table 13: Global AI in SCM Market by Smart Appliances 2019 – 2024
Table 14: Global AI in SCM Market by Medical and Healthcare Device 2019 – 2024
Table 15: Global AI in SCM Market by Smart Grid Device 2019 – 2024
Table 16: Global AI in SCM Market by In-Vehicle IoT Device 2019 – 2024
Table 17: Global AI in SCM Market by Energy Management Device 2019 – 2024
Table 18: Global AI in SCM Market by Components 2019 – 2024
Table 19: Global AI in SCM Market by Wearable and Embedded Components 2019 – 2024
Table 20: Global AI in SCM Market by RTLS 2019 – 2024
Table 21: Global AI in SCM Market by Barcode 2019 – 2024
Table 22: Global AI in SCM Market by Barcode Scanner 2019 – 2024
Table 23: Global AI in SCM Market by Barcode Scanner Technology Labels 2019 – 2024
Table 24: Global AI in SCM Market by Barcode Stickers 2019 – 2024
Table 25: Global AI in SCM Market by RFID 2019 – 2024
Table 26: Global AI in SCM Market by RFID Tags 2019 – 2024
Table 27: Global AI in SCM Market by Sensors 2019 – 2024
Table 28: Global AI in SCM Market by Processors 2019 – 2024
Table 29: Global AI in SCM Market by Software 2019 – 2024
Table 30: Global AI in SCM Market by Services 2019 – 2024
Table 31: Global AI in SCM Market by Professional Services 2019 – 2024
Table 32: Global AI in SCM Market by Automation 2019 – 2024
Table 33: Global AI in SCM Market by Planning and Logistics 2019 – 2024
Table 34: Global AI in SCM Market by Inventory Management 2019 – 2024
Table 35: Global AI in SCM Market by Fleet Management 2019 – 2024
Table 36: Global AI in SCM Market by Virtual Assistant 2019 – 2024
Table 37: Global AI in SCM Market by Freight Brokerage 2019 – 2024
Table 38: Global AI in SCM Market by Risk Management and Dispute Resolution 2019 – 2024
Table 39: Global AI in SCM Market by Cognitive Computing 2019 – 2024
Table 40: Global AI in SCM Market by Computer Vision 2019 – 2024
Table 41: Global AI in SCM Market by Context-aware Computing 2019 – 2024
Table 42: Global AI in SCM Market by Natural Language Processing 2019 – 2024
Table 43: Global AI in SCM Market by Predictive Analytics 2019 – 2024
Table 44: Global AI in SCM Market by Machine Learning 2019 – 2024
Table 45: Global AI in SCM Market by Reinforcement Learning 2019 – 2024
Table 46: Global AI in SCM Market by Supervised Learning 2019 – 2024
Table 47: Global AI in SCM Market by Unsupervised Learning 2019 – 2024
Table 48: Global AI in SCM Market by Deep Learning 2019 – 2024
Table 49: Global AI in SCM Market by Industry Vertical 2019 – 2024
Table 50: Global AI in SCM Market by Aerospace and Government Application 2019 – 2024
Table 51: Global AI in SCM Market by Automotive and Transportation Application 2019 – 2024
Table 52: Global AI in SCM Market by Retail and Consumer Electronics Application 2019 – 2024
Table 53: Global AI in SCM Market by Consumer Goods Application 2019 – 2024
Table 54: Global AI in SCM Market by Healthcare and Medical Application 2019 – 2024
Table 55: Global AI in SCM Market by Manufacturing Application 2019 – 2024
Table 56: Global AI in SCM Market by Building and Construction Application 2019 – 2024
Table 57: Global AI in SCM Market by Building and Construction Application 2019 – 2024
Table 58: Global AI in SCM Market by Deployment 2019 – 2024
Table 59: Global AI in SCM Market by Deployment 2019 – 2024
Table 60: Global AI in SCM Market by AI System 2019 – 2024
Table 61: Global AI in SCM Market by AI System 2019 – 2024
Table 62: Global AI in SCM Market by Connectivity 2019 – 2024
Table 63: Global AI in SCM Market by Non-Telecom Connectivity 2019 – 2024
Table 64: Global AI in SCM Market by Telecom Connectivity 2019 – 2024
Table 65: Global AI in SCM Market by Connectivity Standard 2019 – 2024
Table 66: Global AI in SCM Market by Enterprise 2019 – 2024
Table 67: Global AI in SCM Market by Connectivity Standard 2019 – 2024
Table 68: North America AI in SCM Market by Solution 2019 – 2024
Table 69: North America AI in SCM Market by Platforms 2019 – 2024
Table 70: North America AI in SCM Market by Solution Components 2019 – 2024
Table 71: North America AI in SCM Market by Hardware 2019 – 2024
Table 72: North America AI in SCM Market by Non-IoT Device 2019 – 2024
Table 73: North America AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 74: North America AI in SCM Market by IoT Security Device 2019 – 2024
Table 75: North America AI in SCM Market by Surveillance Robots and Drone 2019 – 2024
Table 76: North America AI in SCM Market by Networking Device 2019 – 2024
Table 77: North America AI in SCM Market by Smart Appliances 2019 – 2024
Table 78: North America AI in SCM Market by Medical and Healthcare Device 2019 – 2024
Table 79: North America AI in SCM Market by Smart Grid Device 2019 – 2024
Table 80: North America AI in SCM Market by In-Vehicle IoT Device 2019 – 2024
Table 81: North America AI in SCM Market by Energy Management Device 2019 – 2024
Table 82: North America AI in SCM Market by Components 2019 – 2024
Table 83: North America AI in SCM Market by Wearable and Embedded Components 2019 – 2024
Table 84: North America AI in SCM Market by RTLS 2019 – 2024
Table 85: North America AI in SCM Market by Barcode 2019 – 2024
Table 86: North America AI in SCM Market by Barcode Scanner 2019 – 2024
Table 87: North America AI in SCM Market by Barcode Scanner Technology Labels 2019 – 2024
Table 88: North America AI in SCM Market by Barcode Stickers 2019 – 2024
Table 89: North America AI in SCM Market by RFID 2019 – 2024
Table 90: North America AI in SCM Market by RFID Tags 2019 – 2024
Table 91: North America AI in SCM Market by Sensors 2019 – 2024
Table 92: North America AI in SCM Market by Processors 2019 – 2024
Table 93: North America AI in SCM Market by Software 2019 – 2024
Table 94: North America AI in SCM Market by Services 2019 – 2024
Table 95: North America AI in SCM Market by Professional Services 2019 – 2024
Table 96: North America AI in SCM Market by Management Function 2019 – 2024
Table 97: North America AI in SCM Market by Technology 2019 – 2024
Table 98: North America AI in SCM Market by Machine Learning 2019 – 2024
Table 99: North America AI in SCM Market by Industry Vertical 2019 – 2024
Table 100: North America AI in SCM Market by Aerospace and Government Application 2019 – 2024
Table 101: North America AI in SCM Market by Automotive and Transportation Application 2019 – 2024
Table 102: North America AI in SCM Market by Retail and Consumer Electronics Application 2019 – 2024
Table 103: North America AI in SCM Market by Consumer Goods Application 2019 – 2024
Table 104: North America AI in SCM Market by Healthcare and Medical Application 2019 – 2024
Table 105: North America AI in SCM Market by Manufacturing Application 2019 – 2024
Table 106: North America AI in SCM Market by Building and Construction Application 2019 – 2024
Table 107: North America AI in SCM Market by Building and Construction Application 2019 – 2024
Table 108: North America AI in SCM Market by Deployment 2019 – 2024
Table 109: North America AI in SCM Market by Deployment 2019 – 2024
Table 110: North America AI in SCM Market by AI System 2019 – 2024
Table 111: North America AI in SCM Market by AI System 2019 – 2024
Table 112: North America AI in SCM Market by Connectivity 2019 – 2024
Table 113: North America AI in SCM Market by Non-Telecom Connectivity 2019 – 2024
Table 114: North America AI in SCM Market by Telecom Connectivity 2019 – 2024
Table 115: North America AI in SCM Market by Connectivity Standard 2019 – 2024
Table 116: North America AI in SCM Market by Enterprise 2019 – 2024
Table 117: North America AI in SCM Market by Country 2019 – 2024
Table 118: APAC AI in SCM Market by Solution 2019 – 2024
Table 119: APAC AI in SCM Market by Platforms 2019 – 2024
Table 120: APAC AI in SCM Market by Solution Components 2019 – 2024
Table 121: APAC AI in SCM Market by Hardware 2019 – 2024
Table 122: APAC AI in SCM Market by Non-IoT Device 2019 – 2024
Table 123: APAC AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 124: APAC AI in SCM Market by IoT Security Device 2019 – 2024
Table 125: APAC AI in SCM Market by Surveillance Robots and Drone 2019 – 2024
Table 126: APAC AI in SCM Market by Networking Device 2019 – 2024
Table 127: APAC AI in SCM Market by Smart Appliances 2019 – 2024
Table 128: APAC AI in SCM Market by Medical and Healthcare Device 2019 – 2024
Table 129: APAC AI in SCM Market by Smart Grid Device 2019 – 2024
Table 130: APAC AI in SCM Market by In-Vehicle IoT Device 2019 – 2024
Table 131: APAC AI in SCM Market by Energy Management Device 2019 – 2024
Table 132: APAC AI in SCM Market by Components 2019 – 2024
Table 133: APAC AI in SCM Market by Wearable and Embedded Components 2019 – 2024
Table 134: APAC AI in SCM Market by RTLS 2019 – 2024
Table 135: APAC AI in SCM Market by Barcode 2019 – 2024
Table 136: APAC AI in SCM Market by Barcode Scanner 2019 – 2024
Table 137: APAC AI in SCM Market by Barcode Scanner Technology Labels 2019 – 2024
Table 138: APAC AI in SCM Market by Barcode Stickers 2019 – 2024
Table 139: APAC AI in SCM Market by RFID 2019 – 2024
Table 140: APAC AI in SCM Market by RFID Tags 2019 – 2024
Table 141: APAC AI in SCM Market by Sensors 2019 – 2024
Table 142: APAC AI in SCM Market by Processors 2019 – 2024
Table 143: APAC AI in SCM Market by Software 2019 – 2024
Table 144: APAC AI in SCM Market by Services 2019 – 2024
Table 145: APAC AI in SCM Market by Professional Services 2019 – 2024
Table 146: APAC AI in SCM Market by Management Function 2019 – 2024
Table 147: APAC AI in SCM Market by Technology 2019 – 2024
Table 148: APAC AI in SCM Market by Machine Learning 2019 – 2024
Table 149: APAC AI in SCM Market by Industry Vertical 2019 – 2024
Table 150: APAC AI in SCM Market by Aerospace and Government Application 2019 – 2024
Table 151: APAC AI in SCM Market by Automotive and Transportation Application 2019 – 2024
Table 152: APAC AI in SCM Market by Retail and Consumer Electronics Application 2019 – 2024
Table 153: APAC AI in SCM Market by Consumer Goods Application 2019 – 2024
Table 154: APAC AI in SCM Market by Healthcare and Medical Application 2019 – 2024
Table 155: APAC AI in SCM Market by Manufacturing Application 2019 – 2024
Table 156: APAC AI in SCM Market by Building and Construction Application 2019 – 2024
Table 157: APAC AI in SCM Market by Building and Construction Application 2019 – 2024
Table 158: APAC AI in SCM Market by Deployment 2019 – 2024
Table 159: APAC AI in SCM Market by Deployment 2019 – 2024
Table 160: APAC AI in SCM Market by AI System 2019 – 2024
Table 161: APAC AI in SCM Market by AI System 2019 – 2024
Table 162: APAC AI in SCM Market by Connectivity 2019 – 2024
Table 163: APAC AI in SCM Market by Non-Telecom Connectivity 2019 – 2024
Table 164: APAC AI in SCM Market by Telecom Connectivity 2019 – 2024
Table 165: APAC AI in SCM Market by Connectivity Standard 2019 – 2024
Table 166: APAC AI in SCM Market by Enterprise 2019 – 2024
Table 167: APAC AI in SCM Market by Country 2019 – 2024
Table 168: Europe AI in SCM Market by Solution 2019 – 2024
Table 169: Europe AI in SCM Market by Platforms 2019 – 2024
Table 170: Europe AI in SCM Market by Solution Components 2019 – 2024
Table 171: Europe AI in SCM Market by Hardware 2019 – 2024
Table 172: Europe AI in SCM Market by Non-IoT Device 2019 – 2024
Table 173: Europe AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 174: Europe AI in SCM Market by IoT Security Device 2019 – 2024
Table 175: Europe AI in SCM Market by Surveillance Robots and Drone 2019 – 2024
Table 176: Europe AI in SCM Market by Networking Device 2019 – 2024
Table 177: Europe AI in SCM Market by Smart Appliances 2019 – 2024
Table 178: Europe AI in SCM Market by Medical and Healthcare Device 2019 – 2024
Table 179: Europe AI in SCM Market by Smart Grid Device 2019 – 2024
Table 180: Europe AI in SCM Market by In-Vehicle IoT Device 2019 – 2024
Table 181: Europe AI in SCM Market by Energy Management Device 2019 – 2024
Table 182: Europe AI in SCM Market by Components 2019 – 2024
Table 183: Europe AI in SCM Market by Wearable and Embedded Components 2019 – 2024
Table 184: Europe AI in SCM Market by RTLS 2019 – 2024
Table 185: Europe AI in SCM Market by Barcode 2019 – 2024
Table 186: Europe AI in SCM Market by Barcode Scanner 2019 – 2024
Table 187: Europe AI in SCM Market by Barcode Scanner Technology Labels 2019 – 2024
Table 188: Europe AI in SCM Market by Barcode Stickers 2019 – 2024
Table 189: Europe AI in SCM Market by RFID 2019 – 2024
Table 190: Europe AI in SCM Market by RFID Tags 2019 – 2024
Table 191: Europe AI in SCM Market by Sensors 2019 – 2024
Table 192: Europe AI in SCM Market by Processors 2019 – 2024
Table 193: Europe AI in SCM Market by Software 2019 – 2024
Table 194: Europe AI in SCM Market by Services 2019 – 2024
Table 195: Europe AI in SCM Market by Professional Services 2019 – 2024
Table 196: Europe AI in SCM Market by Management Function 2019 – 2024
Table 197: Europe AI in SCM Market by Technology 2019 – 2024
Table 198: Europe AI in SCM Market by Machine Learning 2019 – 2024
Table 199: Europe AI in SCM Market by Industry Vertical 2019 – 2024
Table 200: Europe AI in SCM Market by Aerospace and Government Application 2019 – 2024
Table 201: Europe AI in SCM Market by Automotive and Transportation Application 2019 – 2024
Table 202: Europe AI in SCM Market by Retail and Consumer Electronics Application 2019 – 2024
Table 203: Europe AI in SCM Market by Consumer Goods Application 2019 – 2024
Table 204: Europe AI in SCM Market by Healthcare and Medical Application 2019 – 2024
Table 205: Europe AI in SCM Market by Manufacturing Application 2019 – 2024
Table 206: Europe AI in SCM Market by Building and Construction Application 2019 – 2024
Table 207: Europe AI in SCM Market by Building and Construction Application 2019 – 2024
Table 208: Europe AI in SCM Market by Deployment 2019 – 2024
Table 209: Europe AI in SCM Market by Deployment 2019 – 2024
Table 210: Europe AI in SCM Market by AI System 2019 – 2024
Table 211: Europe AI in SCM Market by AI System 2019 – 2024
Table 212: Europe AI in SCM Market by Connectivity 2019 – 2024
Table 213: Europe AI in SCM Market by Non-Telecom Connectivity 2019 – 2024
Table 214: Europe AI in SCM Market by Telecom Connectivity 2019 – 2024
Table 215: Europe AI in SCM Market by Connectivity Standard 2019 – 2024
Table 216: Europe AI in SCM Market by Enterprise 2019 – 2024
Table 217: Europe AI in SCM Market by Country 2019 – 2024
Table 218: MEA AI in SCM Market by Solution 2019 – 2024
Table 219: MEA AI in SCM Market by Platforms 2019 – 2024
Table 220: MEA AI in SCM Market by Solution Components 2019 – 2024
Table 221: MEA AI in SCM Market by Hardware 2019 – 2024
Table 222: MEA AI in SCM Market by Non-IoT Device 2019 – 2024
Table 223: MEA AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 224: MEA AI in SCM Market by IoT Security Device 2019 – 2024
Table 225: MEA AI in SCM Market by Surveillance Robots and Drone 2019 – 2024
Table 226: MEA AI in SCM Market by Networking Device 2019 – 2024
Table 227: MEA AI in SCM Market by Smart Appliances 2019 – 2024
Table 228: MEA AI in SCM Market by Medical and Healthcare Device 2019 – 2024
Table 229: MEA AI in SCM Market by Smart Grid Device 2019 – 2024
Table 230: MEA AI in SCM Market by In-Vehicle IoT Device 2019 – 2024
Table 231: MEA AI in SCM Market by Energy Management Device 2019 – 2024
Table 232: MEA AI in SCM Market by Components 2019 – 2024
Table 233: MEA AI in SCM Market by Wearable and Embedded Components 2019 – 2024
Table 234: MEA AI in SCM Market by RTLS 2019 – 2024
Table 235: MEA AI in SCM Market by Barcode 2019 – 2024
Table 236: MEA AI in SCM Market by Barcode Scanner 2019 – 2024
Table 237: MEA AI in SCM Market by Barcode Scanner Technology Labels 2019 – 2024
Table 238: MEA AI in SCM Market by Barcode Stickers 2019 – 2024
Table 239: MEA AI in SCM Market by RFID 2019 – 2024
Table 240: MEA AI in SCM Market by RFID Tags 2019 – 2024
Table 241: MEA AI in SCM Market by Sensors 2019 – 2024
Table 242: MEA AI in SCM Market by Processors 2019 – 2024
Table 243: MEA AI in SCM Market by Software 2019 – 2024
Table 244: MEA AI in SCM Market by Services 2019 – 2024
Table 245: MEA AI in SCM Market by Professional Services 2019 – 2024
Table 246: MEA AI in SCM Market by Management Function 2019 – 2024
Table 247: MEA AI in SCM Market by Technology 2019 – 2024
Table 248: MEA AI in SCM Market by Machine Learning 2019 – 2024
Table 249: MEA AI in SCM Market by Industry Vertical 2019 – 2024
Table 250: MEA AI in SCM Market by Aerospace and Government Application 2019 – 2024
Table 251: MEA AI in SCM Market by Automotive and Transportation Application 2019 – 2024
Table 252: MEA AI in SCM Market by Retail and Consumer Electronics Application 2019 – 2024
Table 253: MEA AI in SCM Market by Consumer Goods Application 2019 – 2024
Table 254: MEA AI in SCM Market by Healthcare and Medical Application 2019 – 2024
Table 255: MEA AI in SCM Market by Manufacturing Application 2019 – 2024
Table 256: MEA AI in SCM Market by Building and Construction Application 2019 – 2024
Table 257: MEA AI in SCM Market by Building and Construction Application 2019 – 2024
Table 258: MEA AI in SCM Market by Deployment 2019 – 2024
Table 259: MEA AI in SCM Market by Deployment 2019 – 2024
Table 260: MEA AI in SCM Market by AI System 2019 – 2024
Table 261: MEA AI in SCM Market by AI System 2019 – 2024
Table 262: MEA AI in SCM Market by Connectivity 2019 – 2024
Table 263: MEA AI in SCM Market by Non-Telecom Connectivity 2019 – 2024
Table 264: MEA AI in SCM Market by Telecom Connectivity 2019 – 2024
Table 265: MEA AI in SCM Market by Connectivity Standard 2019 – 2024
Table 266: MEA AI in SCM Market by Enterprise 2019 – 2024
Table 267: MEA AI in SCM Market by Country 2019 – 2024
Table 268: Latin America AI in SCM Market by Solution 2019 – 2024
Table 269: Latin America AI in SCM Market by Platforms 2019 – 2024
Table 270: Latin America AI in SCM Market by Solution Components 2019 – 2024
Table 271: Latin America AI in SCM Market by Hardware 2019 – 2024
Table 272: Latin America AI in SCM Market by Non-IoT Device 2019 – 2024
Table 273: Latin America AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 274: Latin America AI in SCM Market by IoT Security Device 2019 – 2024
Table 275: Latin America AI in SCM Market by Surveillance Robots and Drone 2019 – 2024
Table 276: Latin America AI in SCM Market by Networking Device 2019 – 2024
Table 277: Latin America AI in SCM Market by Smart Appliances 2019 – 2024
Table 278: Latin America AI in SCM Market by Medical and Healthcare Device 2019 – 2024
Table 279: Latin America AI in SCM Market by Smart Grid Device 2019 – 2024
Table 280: Latin America AI in SCM Market by In-Vehicle IoT Device 2019 – 2024
Table 281: Latin America AI in SCM Market by Energy Management Device 2019 – 2024
Table 282: Latin America AI in SCM Market by Components 2019 – 2024
Table 283: Latin America AI in SCM Market by Wearable and Embedded Components 2019 – 2024
Table 284: Latin America AI in SCM Market by RTLS 2019 – 2024
Table 285: Latin America AI in SCM Market by Barcode 2019 – 2024
Table 286: Latin America AI in SCM Market by Barcode Scanner 2019 – 2024
Table 287: Latin America AI in SCM Market by Barcode Scanner Technology Labels 2019 – 2024
Table 288: Latin America AI in SCM Market by Barcode Stickers 2019 – 2024
Table 289: Latin America AI in SCM Market by RFID 2019 – 2024
Table 290: Latin America AI in SCM Market by RFID Tags 2019 – 2024
Table 291: Latin America AI in SCM Market by Sensors 2019 – 2024
Table 292: Latin America AI in SCM Market by Processors 2019 – 2024
Table 293: Latin America AI in SCM Market by Software 2019 – 2024
Table 294: Latin America AI in SCM Market by Services 2019 – 2024
Table 295: Latin America AI in SCM Market by Professional Services 2019 – 2024
Table 296: Latin America AI in SCM Market by Management Function 2019 – 2024
Table 297: Latin America AI in SCM Market by Technology 2019 – 2024
Table 298: Latin America AI in SCM Market by Machine Learning 2019 – 2024
Table 299: Latin America AI in SCM Market by Industry Vertical 2019 – 2024
Table 300: Latin America AI in SCM Market by Aerospace and Government Application 2019 – 2024
Table 301: Latin America AI in SCM Market by Automotive and Transportation Application 2019 – 2024
Table 302: Latin America AI in SCM Market by Retail and Consumer Electronics Application 2019 – 2024
Table 303: Latin America AI in SCM Market by Consumer Goods Application 2019 – 2024
Table 304: Latin America AI in SCM Market by Healthcare and Medical Application 2019 – 2024
Table 305: Latin America AI in SCM Market by Manufacturing Application 2019 – 2024
Table 306: Latin America AI in SCM Market by Building and Construction Application 2019 – 2024
Table 307: Latin America AI in SCM Market by Building and Construction Application 2019 – 2024
Table 308: Latin America AI in SCM Market by Deployment 2019 – 2024
Table 309: Latin America AI in SCM Market by Deployment 2019 – 2024
Table 310: Latin America AI in SCM Market by AI System 2019 – 2024
Table 311: Latin America AI in SCM Market by AI System 2019 – 2024
Table 312: Latin America AI in SCM Market by Connectivity 2019 – 2024
Table 313: Latin America AI in SCM Market by Non-Telecom Connectivity 2019 – 2024
Table 314: Latin America AI in SCM Market by Telecom Connectivity 2019 – 2024
Table 315: Latin America AI in SCM Market by Connectivity Standard 2019 – 2024
Table 316: Latin America AI in SCM Market by Enterprise 2019 – 2024
Table 317: Latin America AI in SCM Market by Country 2019 – 2024
Table 318: USA AI in SCM Market by Solution 2019 – 2024
Table 319: USA AI in SCM Market by Solution 2019 – 2024
Table 320: USA AI in SCM Market by Solution Components 2019 – 2024
Table 321: USA AI in SCM Market by Hardware 2019 – 2024
Table 322: USA AI in SCM Market by Non-IoT Device 2019 – 2024
Table 323: USA AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 324: USA AI in SCM Market by Components 2019 – 2024
Table 325: USA AI in SCM Market by Software 2019 – 2024
Table 326: USA AI in SCM Market by Services 2019 – 2024
Table 327: USA AI in SCM Market by Management Function 2019 – 2024
Table 328: USA AI in SCM Market by Technology 2019 – 2024
Table 329: USA AI in SCM Market by Industry Vertical 2019 – 2024
Table 330: USA AI in SCM Market by Deployment 2019 – 2024
Table 331: China AI in SCM Market by Solution 2019 – 2024
Table 332: China AI in SCM Market by Solution 2019 – 2024
Table 333: China AI in SCM Market by Solution Components 2019 – 2024
Table 334: China AI in SCM Market by Hardware 2019 – 2024
Table 335: China AI in SCM Market by Non-IoT Device 2019 – 2024
Table 336: China AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 337: China AI in SCM Market by Components 2019 – 2024
Table 338: China AI in SCM Market by Software 2019 – 2024
Table 339: China AI in SCM Market by Services 2019 – 2024
Table 340: China AI in SCM Market by Management Function 2019 – 2024
Table 341: China AI in SCM Market by Technology 2019 – 2024
Table 342: China AI in SCM Market by Industry Vertical 2019 – 2024
Table 343: China AI in SCM Market by Deployment 2019 – 2024
Table 344: Canada AI in SCM Market by Solution 2019 – 2024
Table 345: Canada AI in SCM Market by Solution 2019 – 2024
Table 346: Canada AI in SCM Market by Solution Components 2019 – 2024
Table 347: Canada AI in SCM Market by Hardware 2019 – 2024
Table 348: Canada AI in SCM Market by Non-IoT Device 2019 – 2024
Table 349: Canada AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 350: Canada AI in SCM Market by Components 2019 – 2024
Table 351: Canada AI in SCM Market by Software 2019 – 2024
Table 352: Canada AI in SCM Market by Services 2019 – 2024
Table 353: Canada AI in SCM Market by Management Function 2019 – 2024
Table 354: Canada AI in SCM Market by Technology 2019 – 2024
Table 355: Canada AI in SCM Market by Industry Vertical 2019 – 2024
Table 356: Canada AI in SCM Market by Deployment 2019 – 2024
Table 357: Mexico AI in SCM Market by Solution 2019 – 2024
Table 358: Mexico AI in SCM Market by Solution 2019 – 2024
Table 359: Mexico AI in SCM Market by Solution Components 2019 – 2024
Table 360: Mexico AI in SCM Market by Hardware 2019 – 2024
Table 361: Mexico AI in SCM Market by Non-IoT Device 2019 – 2024
Table 362: Mexico AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 363: Mexico AI in SCM Market by Components 2019 – 2024
Table 364: Mexico AI in SCM Market by Software 2019 – 2024
Table 365: Mexico AI in SCM Market by Services 2019 – 2024
Table 366: Mexico AI in SCM Market by Management Function 2019 – 2024
Table 367: Mexico AI in SCM Market by Technology 2019 – 2024
Table 368: Mexico AI in SCM Market by Industry Vertical 2019 – 2024
Table 369: Mexico AI in SCM Market by Deployment 2019 – 2024
Table 370: Japan AI in SCM Market by Solution 2019 – 2024
Table 371: Japan AI in SCM Market by Solution 2019 – 2024
Table 372: Japan AI in SCM Market by Solution Components 2019 – 2024
Table 373: Japan AI in SCM Market by Hardware 2019 – 2024
Table 374: Japan AI in SCM Market by Non-IoT Device 2019 – 2024
Table 375: Japan AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 376: Japan AI in SCM Market by Components 2019 – 2024
Table 377: Japan AI in SCM Market by Software 2019 – 2024
Table 378: Japan AI in SCM Market by Services 2019 – 2024
Table 379: Japan AI in SCM Market by Management Function 2019 – 2024
Table 380: Japan AI in SCM Market by Technology 2019 – 2024
Table 381: Japan AI in SCM Market by Industry Vertical 2019 – 2024
Table 382: Japan AI in SCM Market by Deployment 2019 – 2024
Table 383: UK AI in SCM Market by Solution 2019 – 2024
Table 384: UK AI in SCM Market by Solution 2019 – 2024
Table 385: UK AI in SCM Market by Solution Components 2019 – 2024
Table 386: UK AI in SCM Market by Hardware 2019 – 2024
Table 387: UK AI in SCM Market by Non-IoT Device 2019 – 2024
Table 388: UK AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 389: UK AI in SCM Market by Components 2019 – 2024
Table 390: UK AI in SCM Market by Software 2019 – 2024
Table 391: UK AI in SCM Market by Services 2019 – 2024
Table 392: UK AI in SCM Market by Management Function 2019 – 2024
Table 393: UK AI in SCM Market by Technology 2019 – 2024
Table 394: UK AI in SCM Market by Industry Vertical 2019 – 2024
Table 395: UK AI in SCM Market by Deployment 2019 – 2024
Table 396: Germany AI in SCM Market by Solution 2019 – 2024
Table 397: Germany AI in SCM Market by Solution 2019 – 2024
Table 398: Germany AI in SCM Market by Solution Components 2019 – 2024
Table 399: Germany AI in SCM Market by Hardware 2019 – 2024
Table 400: Germany AI in SCM Market by Non-IoT Device 2019 – 2024
Table 401: Germany AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 402: Germany AI in SCM Market by Components 2019 – 2024
Table 403: Germany AI in SCM Market by Software 2019 – 2024
Table 404: Germany AI in SCM Market by Services 2019 – 2024
Table 405: Germany AI in SCM Market by Management Function 2019 – 2024
Table 406: Germany AI in SCM Market by Technology 2019 – 2024
Table 407: Germany AI in SCM Market by Industry Vertical 2019 – 2024
Table 408: Germany AI in SCM Market by Deployment 2019 – 2024
Table 409: South Korea AI in SCM Market by Solution 2019 – 2024
Table 410: South Korea AI in SCM Market by Solution 2019 – 2024
Table 411: South Korea AI in SCM Market by Solution Components 2019 – 2024
Table 412: South Korea AI in SCM Market by Hardware 2019 – 2024
Table 413: South Korea AI in SCM Market by Non-IoT Device 2019 – 2024
Table 414: South Korea AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 415: South Korea AI in SCM Market by Components 2019 – 2024
Table 416: South Korea AI in SCM Market by Software 2019 – 2024
Table 417: South Korea AI in SCM Market by Services 2019 – 2024
Table 418: South Korea AI in SCM Market by Management Function 2019 – 2024
Table 419: South Korea AI in SCM Market by Technology 2019 – 2024
Table 420: South Korea AI in SCM Market by Industry Vertical 2019 – 2024
Table 421: South Korea AI in SCM Market by Deployment 2019 – 2024
Table 422: France AI in SCM Market by Solution 2019 – 2024
Table 423: France AI in SCM Market by Solution 2019 – 2024
Table 424: France AI in SCM Market by Solution Components 2019 – 2024
Table 425: France AI in SCM Market by Hardware 2019 – 2024
Table 426: France AI in SCM Market by Non-IoT Device 2019 – 2024
Table 427: France AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 428: France AI in SCM Market by Components 2019 – 2024
Table 429: France AI in SCM Market by Software 2019 – 2024
Table 430: France AI in SCM Market by Services 2019 – 2024
Table 431: France AI in SCM Market by Management Function 2019 – 2024
Table 432: France AI in SCM Market by Technology 2019 – 2024
Table 433: France AI in SCM Market by Industry Vertical 2019 – 2024
Table 434: France AI in SCM Market by Deployment 2019 – 2024
Table 435: Russia AI in SCM Market by Solution 2019 – 2024
Table 436: Russia AI in SCM Market by Solution 2019 – 2024
Table 437: Russia AI in SCM Market by Solution Components 2019 – 2024
Table 438: Russia AI in SCM Market by Hardware 2019 – 2024
Table 439: Russia AI in SCM Market by Non-IoT Device 2019 – 2024
Table 440: Russia AI in SCM Market by IoT Embedded Device 2019 – 2024
Table 441: Russia AI in SCM Market by Components 2019 – 2024
Table 442: Russia AI in SCM Market by Software 2019 – 2024
Table 443: Russia AI in SCM Market by Services 2019 – 2024
Table 444: Russia AI in SCM Market by Management Function 2019 – 2024
Table 445: Russia AI in SCM Market by Technology 2019 – 2024
Table 446: Russia AI in SCM Market by Industry Vertical 2019 – 2024
Table 447: Russia AI in SCM Market by Deployment 2019 – 2024

AI based Chatbot Market by Type (Text, Voice, and Hybrid), Use Case, Deployment Type, Value Chain Component, Market Segment (Consumer, Enterprise, Industrial, Government), Industry Vertical, Region and Country 2019 – 20241.0 Executive Summary

2.0 Introduction

2.1 Intelligent Chatbots
2.2 Chatbots vs. Virtual Personal Assistants
2.3 Chatbots and Conversational UI
2.4 Role of Machine Learning and AI
2.5 Chatbots vs. Traditional Apps
2.6 Chatbots Feature Functionality

3.0 Intelligent Chatbots Ecosystem Analysis

3.1 Chatbot Open Development Ecosystem
3.2 Types of Chatbots
3.3 Chatbot Architecture
3.3.1 Generative Models
3.3.2 Retrieval Based Models
3.3.3 Pattern Based Heuristics
3.4 Machine Learning and Response Generation in Chatbots
3.5 Chatbot Ecosystem
3.5.1 Native Chatbots
3.5.2 Third Party Chatbots
3.5.3 Corporate Chatbots
3.5.4 Chatbots Delivery Channel
3.5.5 Technology Assistants
3.5.6 Chatbots Application Industry
3.6 Beyond Chatbots: Messaging is the New Voice
3.7 Potential Business Impact of Chatbots
3.7.1 Establish Scalable Customer Service
3.7.2 Develop Customer Intelligence
3.7.3 Small Businesses become More Competitive
3.7.4 Improve Customer Navigational Experience
3.7.5 Personalized Sales and Marketing
3.8 Developing Chatbots: Building Blocks and Costs Analysis
3.8.1 Building Blocks of Chatbots Development
3.8.2 Develop Prerequisite Capabilities
3.8.3 Development Options and Costs
3.8.4 Choosing a Self Service Solution
3.9 Chatbots to Make Significant Impact on Global Economy
3.9.1 Impact on Global Job Market
3.10 Investment in the Chatbot Ecosystem
3.11 Investment of Slack in Chatbots Ecosystem

4.0 Chatbot Market: SWOT Analysis and Use Cases

4.1 SWOT Analysis
4.2 Emerging Chatbot Use Cases
4.2.1 Dialog Systems
4.2.2 Toy Devices
4.2.3 Customer Service
4.2.4 Expedite Purchase Process
4.2.5 Improve Workplace Productivity
4.2.6 Booking Agent
4.2.7 Gaming Expert
4.2.8 Weather Forecaster
4.2.9 News Reporter
4.2.10 Job Hunter
4.2.11 Marketer
4.2.12 Hair Stylist and Retailer
4.2.13 Food Order Taker
4.2.14 Finance Adviser
4.2.15 Teacher
4.2.16 Legal Advisor
4.2.17 Salesman
4.3 Market Learning Self-Driving Car Device Failure
4.4 Amazon Echo Services to Hotel Suites

5.0 Chatbot Company and Solution Analysis

5.1 Anboto Group
5.1.1 Overview
5.1.2 Solution and Strategic Initiatives
5.1.2.1 Virtual Assistant for Customer Service
5.1.2.2 Intelligent Chatbots
5.1.2.3 Automatic Email Response and Management
5.1.2.4 Social Module
5.1.2.5 Feedback Management and Customer Engagement Suite
5.2 Apple Inc.
5.2.1 Overview
5.2.2 Apple Siri and Embedded Strategy
5.3 Artificial Solutions Ltd.
5.3.1 Overview
5.3.2 Solution and Strategic Initiatives
5.3.2.1 Teneo Platform
5.3.2.2 Natural Language Interface
5.3.2.3 Digital Employee
5.3.2.4 Natural Language Analytics
5.4 iDAvatars (IDA)
5.4.1 Overview
5.4.2 3D Virtual Assistant and Insyte Dashboard
5.5 Creative Virtual Ltd.
5.5.1 Overview
5.5.2 V-Person technology
5.6 CX Company
5.6.1 Overview
5.6.2 Digital CX Solutions
5.7 eGain Corporation
5.7.1 Overview
5.7.2 Solution and Strategic Initiatives
5.8 Eidoserve Inc.
5.8.1 Overview
5.8.2 Abby and IVR Solution
5.9 Existor
5.9.1 Overview
5.9.2 Existor Chatbots
5.10 Google
5.10.1 Overview
5.10.2 Solution and Strategic Initiatives
5.10.2.1 Google Now
5.10.2.2 Google Assistant
5.10.2.3 Google Home
5.10.2.4 Embedded Strategy
5.10.2.5 Allo
5.10.2.6 DeepMind Acquisition
5.11 Intel Corporation
5.11.1 Overview
5.11.2 Solution and Strategic Initiatives
5.11.2.1 Digital Personal Assistant for the Enterprise
5.11.2.2 Intel AI Acquisition Strategy
5.11.2.3 Intel Ginger
5.11.2.4 Next gen AI Chip Strategy
5.11.2.5 Intel JARVIS
5.12 Microsoft Corporation
5.12.1 Overview
5.12.2 Solution and Strategic Initiatives
5.12.2.1 Microsoft Key Five Assets Strategy
5.12.2.2 Microsoft Cortana
5.12.2.3 Genee and Other Acquisition Strategy
5.12.2.4 Tay Bot
5.12.2.5 Xiaoice
5.12.2.6 Microsoft AI and Research Group
5.12.2.7 Industry Collaboration
5.13 Speaktoit Inc.
5.13.1 Overview
5.13.2 Solution and Strategic Initiatives
5.13.2.1 Assistant.ai
1.1.1.1 Api.ai
5.14 InteliWISE SA
5.14.1 Overview
5.14.2 Solution and Strategic Initiatives
5.14.2.1 Virtual Assistant Chatbot
5.14.2.2 Facebook Messenger Bot
5.14.2.3 Proactive LiveChat
5.14.2.4 Omnichannel Contact Center
5.14.2.5 eGOV
5.15 Facebook Inc.
5.15.1 Overview
5.15.2 Solution and Strategic Initiatives
5.15.2.1 Facebook M
5.15.2.2 DeepText: Text Understanding Engine
5.15.2.3 Third Party Integration
5.16 Saleforce
5.16.1 Overview
5.16.2 Solution and Strategic Initiatives
5.16.3 Einstein
5.16.4 Acquisition Strategy
5.17 Amazon
5.17.1 Overview
5.17.2 Solution and Strategic Initiatives
5.17.2.1 Amazon Alexa Voice
5.17.2.2 Amazon Echo
5.18 SK Telecom Co, Ltd.
5.18.1 Overview
5.18.2 Solution and Strategic Initiatives
5.18.2.1 NUGU
5.18.2.2 Inclusion of Conexant Systems AI Capabilities
5.19 motion.ai
5.20 Indigo
5.21 Vokul
5.22 24me
5.23 Robin
5.24 Wunderlist
5.25 Cubic
5.26 Hound
5.27 SIRIUS
5.28 Yahoo Inc.
5.28.1 Overview
5.28.2 Yahoo Chatbots on Kik and Facebook Messenger
5.29 Helpshift
5.30 Haptik, Inc.
5.31 Aspect Software, Inc.
5.31.1 Aspect Mila: Workforce Chatbot
5.31.2 Aspect Chatbots based on ITR
5.32 Inbenta Technologies Inc.
5.32.1 Inbenta Chatbots to Skype and Facebook Messenger
5.32.2 Inbenta Chatbot Development Platform
5.33 Twilio
5.33.1 Twilio Supports HelloVote Chatbot
5.33.2 Exclusive Interview of Twilio with Mind Commerce
5.33.2.1 Overall Twilio’s Comments on Bots
5.33.2.2 Twilio’s Responds to Key Questions
5.34 IBM Watson

6.0 Conclusions and Recommendations

6.1 Chatbots to Redefine HCI
6.2 Marketing Guide for the Future
6.3 AI Chatbots App
6.4 Recommendations to Market Players
6.4.1 Chatbots for Consumer Market
6.4.2 Integration and Convergence in Enterprise and Industrial Segment
6.4.3 Recommendations to Investors

7.0 AI Based Chatbot Market Analysis and Forecasts 2019 – 2024

7.1 Global Markets for AI based Chatbots by Type 2019 – 2024
7.2 AI based Chatbots by Interface Type 2019 – 2024
7.2.1 AI based Voice Chatbots by sub-category 2019 – 2024
7.3 Global Market Size AI Chatbots by Value Chain Components 2019 – 2024
7.4 Global Markets for AI based Chatbots by Business Model 2019 – 2024
7.5 Global Markets for AI based Chatbots by Deployment 2019 – 2024
7.6 Global Markets for AI based Chatbots by Market Segment 2019 – 2024
7.7 Global Markets for AI based Chatbots by Applications 2019 – 2024
7.8 Global Markets for AI based Chat by Use Case 2019 – 2024
7.9 Global Markets for AI based Chatbots by Industry Vertical 2019 – 2024

8.0 Regional AI based Chatbot Market 2019 – 2024

8.1 AI based Chatbot Market by Region 2019 – 2024
8.2 North America AI Based Chatbot Markets by Country 2019 – 2024
8.3 Latin America AI Based Chatbot Markets by Country 2019 – 2024
8.4 Europe AI Based Chatbot Markets by Country 2019 – 2024
8.5 APAC AI Based Chatbot Markets by Country 2019 – 2024
8.6 MEA AI Based Chatbot Markets by Country 2019 – 2024

9.0 Conversational AI Forecasts 2019 – 2024

9.1 Global Market for Conversational AI by Deployment Type 2019 – 2024
9.2 Global Markets for Conversational AI by Value Chain Components 2019 – 2024
9.3 Global Markets for Conversational AI by Market Segment 2019 – 2024
9.4 Global Markets for Conversational AI by Applications 2019 – 2024
9.5 Global Markets for Conversational AI by Use Case 2019 – 2024
9.6 Global Markets for Conversational AI by Industry Vertical 2019 – 2024
9.7 Global Markets for Conversational AI by Region 2019 – 2024
9.7.1 North American Markets for Conversational AI by Country 2019 – 2024
9.7.2 Latin American Markets for Conversational AI by Country 2019 – 2024
9.7.3 European Markets for Conversational AI by Country 2019 – 2024
9.7.4 APAC Markets for Conversational AI by Country 2019 – 2024
9.7.5 MEA Markets for Conversational AI by Country 2019 – 2024

Figures

Figure 1: Architecture of Intelligent Chatbots
Figure 2: Chatbot Ecosystem
Figure 3: Global Economic Impact of Intelligent Chatbots and VPA 2019 – 2024
Figure 4: Chatbots Investment
Figure 5: Global Market for AI based Chatbots 2019 – 2024
Figure 6: Global Market for AI based Chatbots by Type 2019 – 2024
Figure 7: Global Market for AI based Chatbots by Type 2019 – 2024
Figure 8: Global Market for AI based Voice Chatbots by Sub-category 2019 – 2024
Figure 9: Global Market for AI Chatbots by Value Chain Components 2019 – 2024
Figure 10: Global Market for AI Chatbots by Business Model 2019 – 2024
Figure 11: Global Market for AI Chatbots by Deployment 2019 – 2024
Figure 12: Global Market for AI Chatbots by Market Segment 2019 – 2024
Figure 13: Global Market for AI Chatbots by Applications 2019 – 2024
Figure 14: Global Market for AI Chatbots by Use Case 2019 – 2024
Figure 15: Global Market for AI Chatbots by Industry Vertical 2019 – 2024
Figure 16: Global Market for AI Chatbots by Region 2019 – 2024
Figure 17: North American Market for AI Chatbots 2019 – 2024
Figure 18: Latin American Market for AI Chatbots 2019 – 2024
Figure 19: Europe Market for AI Chatbots 2019 – 2024
Figure 20: APAC Market for AI Chatbots 2019 – 2024
Figure 21: MEA Market for AI Chatbots 2019 – 2024
Figure 22: Global Market for Conversational AI by Deployment 2019 – 2024
Figure 23: Global Market for Conversational AI by Value Chain Components 2019 – 2024
Figure 24: Global Market for Conversational AI by Market Segment 2019 – 2024
Figure 25: Global Market for Conversational AI by Applications 2019 – 2024
Figure 26: Global Market for Conversational AI by Use Case 2019 – 2024
Figure 27: Global Market for Conversational AI by Industry Vertical 2019 – 2024
Figure 28: Global Market for Conversational AI by Region 2019 – 2024
Figure 29: North American Market for Conversational AI 2019 – 2024
Figure 30: Latin American Market for Conversational AI 2019 – 2024 2019 – 2024
Figure 31: European Market for Conversational AI 2019 – 2024
Figure 32: APAC Market for Conversational AI 2019 – 2024
Figure 33: MEA Market for Conversational AI 2019 – 2024

Tables

Table 1: Investment in Chatbot Companies
Table 2: Intelligent Chatbots Market SWOT Analysis Chart
Table 3: Global Market for AI based Chatbots 2019 – 2024
Table 4: Global Market for AI based Chatbots by Type 2019 – 2024
Table 5: Global Market for AI based Chatbots by Type 2019 – 2024
Table 6: Global Market for AI based Voice Chatbots by Sub-category 2019 – 2024
Table 7: Global Market for AI Chatbots by Value Chain Components 2019 – 2024
Table 6: Global Market for AI Chatbots by Business Model 2019 – 2024
Table 7: Global Market for AI Chatbots by Deployment 2019 – 2024
Table 8: Global Market for AI Chatbots by Market Segment 2019 – 2024
Table 9: Global Market for AI Chatbots by Applications 2019 – 2024
Table 10: Global Market for AI Chatbots by Use Case 2019 – 2024
Table 11: Global Market for AI Chatbots by Industry Vertical
Table 12: Global Market for AI Chatbots by Region 2019 – 2024
Table 13: North American Market for AI Chatbots 2019 – 2024
Table 14: Latin American Market for AI Chatbots 2019 – 2024
Table 15: Europe Market for AI Chatbots 2019 – 2024
Table 16: APAC Market for AI Chatbots 2019 – 2024
Table 17: MEA Market for AI Chatbots 2019 – 2024
Table 18: Global Market for Conversational AI by Deployment 2019 – 2024
Table 19: Global Market for Conversational AI by Value Chain Components 2019 – 2024
Table 20: Global Market for Conversational AI by Market Segment 2019 – 2024
Table 21: Global Market for Conversational AI by Applications 2019 – 2024
Table 22: Global Market for Conversational AI by Use Case 2019 – 2024
Table 23: Global Market for Conversational AI by Industry Vertical 2019 – 2024
Table 24: Global Market for Conversational AI by Region 2019 – 2024
Table 25: North American Markets for Conversational AI 2019 – 2024
Table 26: Latin American Market for Conversational AI 2019 – 2024
Table 27: European Market for Conversational AI 2019 – 2024
Table 28: APAC Market for Conversational AI 2019 – 2024
Table 29: MEA Market for Conversational AI 2019 – 2024

Smart Machines in Enterprise, Industrial Automation, and IIoT by Technology, Product, Solution, and Industry Verticals 2019 – 2024

1 Introduction

1.1 Smart Machines in Perspective
1.2 Smart Machine Drivers
1.3 Smart Machine Market Development
1.4 Smart Machine Industry Dynamics

2 Smart Machine Ecosystem

2.1 Cognitive Computing and Artificial Intelligence
2.2 Sensor Networks and Smart Dust
2.3 Application Specific Algorithm and Machine Learning
2.4 Purpose Built Smart Machines and Neurocomputers
2.5 Intelligent Automation and Robotic Process Automation
2.6 Industrial Automation System
2.7 Workplace Automation Systems
2.8 IoT and Smart Systems
2.9 5G, MEC, and Cloud Computing

3 Smart Machine Market Analysis and Forecasts

3.1 Global Market Forecast 2019 – 2024
3.1.1 Total Smart Machine Market
3.1.2 Smart Machine Product Market
3.1.3 Smart Machine Technology Market
3.1.3.1 Smart Machine Cognitive Technology Market
3.1.3.1.1 Smart Machine Robotics Technology Market
3.1.3.2 Smart Machine Neurocomputing Technology Market
3.1.4 Smart Machine Market Segment
3.1.4.1 Smart Machine Market in Industry Verticals
3.2 Regional Market Forecast 2019 – 2024
3.2.1 Smart Machine Regional Market
3.2.2 APAC Smart Machine Market
3.2.2.1 APAC Market by Product, Technology, Market Segment, and Industry Vertical
3.2.2.2 APAC Market by Country
3.2.3 North America Smart Machine Market
3.2.3.1 North America Market by Product, Technology, Market Segment, and Industry Vertical
3.2.3.2 North America Market by Country
3.2.4 Europe Smart Machine Market
3.2.4.1 Europe Market by Product, Technology, Market Segment, and Industry Vertical
3.2.4.2 Europe Market by Country
3.2.5 ME&A Smart Machine Market
3.2.5.1 ME&A Market by Product, Technology, Market Segment, and Industry Vertical
3.2.5.2 ME&A Market by Country
3.2.6 Latin America Smart Machine Market
3.2.6.1 Latin America Market by Product, Technology, Market Segment, and Industry Vertical
3.2.6.2 Latin America Market by Country

4 Company Analysis

4.1 IBM Corporation
4.1.1 Company Overview
4.1.2 Strategic Initiative
4.2 Google Inc.
4.2.1 Company Overview
4.2.2 Strategic Initiative
4.3 Narrative Science Inc.
4.3.1 Company Overview
4.3.2 Strategic Initiative
4.4 Apple Inc.
4.4.1 Company Overview
4.4.2 Strategic Initiative
4.5 Digital Reasoning Systems Inc.
4.5.1 Company Overview
4.5.2 Strategic Initiative
4.6 Microsoft Corporation
4.6.1 Company Overview
4.6.2 Strategic Initiative
4.7 General Electric Co.
4.7.1 Company Overview
4.7.2 Strategic Initiative
4.8 Rockwell Automation Inc.
4.8.1 Company Overview
4.8.2 Strategic Initiative
4.9 ABB Ltd.
4.9.1 Company Overview
4.9.2 Strategic Initiative
4.10 LG Electronics
4.10.1 Company Overview
4.10.2 Strategic Initiative
4.11 NVIDIA Corporation
4.11.1 Company Overview
4.11.2 Strategic Initiative
4.12 SparkCognition Inc.
4.12.1 Company Overview
4.12.2 Strategic Initiative
4.13 Cisco Systems
4.13.1 Company Overview
4.13.2 Strategic Initiative
4.14 Koninklijke Philips N.V
4.14.1 Company Overview
4.14.2 Strategic Initiative
4.15 Axis Communications AB
4.15.1 Company Overview
4.15.2 Strategic Initiative
4.16 Hewlett Packard Enterprise
4.16.1 Company Overview
4.16.2 Strategic Initiative
4.17 Samsung Electronics Co Ltd.
4.17.1 Company Overview
4.17.2 Strategic Initiative
4.18 Baidu Inc.
4.18.1 Company Overview
4.18.2 Strategic Initiative
4.19 KUKA AG
4.19.1 Company Overview
4.19.2 Strategic Initiative
4.20 Motion Controls Robotics Inc.
4.20.1 Company Overview
4.20.2 Strategic Initiative
4.21 Rethink Robotics
4.21.1 Company Overview
4.21.2 Strategic Initiative
4.22 BAE Systems
4.22.1 Company Overview
4.22.2 Strategic Initiative
4.23 Honeywell International Inc.
4.23.1 Company Overview
4.23.2 Strategic Initiative

5 Conclusions and Recommendations6 Appendix: General Purpose AI Market Analysis and ForecastsFigures

Figure 1: Smart Machines
Figure 2: Smart Machine Ecosystem
Figure 3: Cognitive Computing Application Layer
Figure 4: Smart Dust Development Framework
Figure 5: Global Smart Machine Market 2019 – 2024
Figure 6: Global Smart Machine Market Yearly Growth Rate 2019 – 2024
Figure 7: Smart Machine Market Share by Region
Figure 8: APAC Smart Machine Market Share by Country
Figure 9: North America Smart Machine Market Share by Country
Figure 10: Europe Smart Machine Market Share by Country
Figure 11: ME&A Smart Machine Market Share by Country
Figure 12: Latin America Smart Machine Market Share by Country

Tables

Table 1: Global Smart Machine Market by Product 2019 – 2024
Table 2: Global Smart Machine Product Market Share
Table 3: Global Smart Machine Market by Technology 2019 – 2024
Table 4: Global Smart Machine Technology Market Share
Table 5: Global Smart Machine Technology Market by Cognitive Technology Type 2019 – 2024
Table 6: Global Smart Machine Technology Market by Robotics Type 2019 – 2024
Table 7: Global Smart Machine Technology Market by Neurocomputing Type 2019 – 2024
Table 8: Global Smart Machine Market by Segment 2019 – 2024
Table 9: Global Smart Machine Market Share by Segment
Table 10: Global Smart Machine Market by Industrial Vertical 2019 – 2024
Table 11: Global Smart Machine Market Share by Industry Vertical
Table 12: Smart Machine Market by Region 2019 – 2024
Table 13: APAC Smart Machine Market by Product 2019 – 2024
Table 14: APAC Smart Machine Market by Technology 2019 – 2024
Table 15: APAC Smart Machine Technology Market by Cognitive Technology Type 2019 – 2024
Table 16: APAC Smart Machine Technology Market by Robotics Type 2019 – 2024
Table 17: APAC Smart Machine Technology Market by Neurocomputing Type 2019 – 2024
Table 18: APAC Smart Machine Market by Segment 2019 – 2024
Table 19: APAC Smart Machine Market by Industrial Vertical 2019 – 2024
Table 20: APAC Smart Machine Market by Country 2019 – 2024
Table 21: North America Smart Machine Market by Product 2019 – 2024
Table 22: North America Smart Machine Market by Technology 2019 – 2024
Table 23: North America Smart Machine Technology Market by Cognitive Technology Type 2019 – 2024
Table 24: North America Smart Machine Technology Market by Robotics Type 2019 – 2024
Table 25: North America Smart Machine Technology Market by Neurocomputing Type 2019 – 2024
Table 26: North America Smart Machine Market by Segment 2019 – 2024
Table 27: North America Smart Machine Market by Industrial Vertical 2019 – 2024
Table 28: North America Smart Machine Market by Country 2019 – 2024
Table 29: Europe Smart Machine Market by Product 2019 – 2024
Table 30: Europe Smart Machine Market by Technology 2019 – 2024
Table 31: Europe Smart Machine Technology Market by Cognitive Technology Type 2019 – 2024
Table 32: Europe Smart Machine Technology Market by Robotics Type 2019 – 2024
Table 33: Europe Smart Machine Technology Market by Neurocomputing Type 2019 – 2024
Table 34: Europe Smart Machine Market by Segment 2019 – 2024
Table 35: Europe Smart Machine Market by Industrial Vertical 2019 – 2024
Table 36: Europe Smart Machine Market by Country 2019 – 2024
Table 37: ME&A Smart Machine Market by Product 2019 – 2024
Table 38: ME&A Smart Machine Market by Technology 2019 – 2024
Table 39: ME&A Smart Machine Technology Market by Cognitive Technology Type 2019 – 2024
Table 40: ME&A Smart Machine Technology Market by Robotics Type 2019 – 2024
Table 41: ME&A Smart Machine Technology Market by Neurocomputing Type 2019 – 2024
Table 42: ME&A Smart Machine Market by Segment 2019 – 2024
Table 43: ME&A Smart Machine Market by Industrial Vertical 2019 – 2024
Table 44: ME&A Smart Machine Market by Country 2019 – 2024
Table 45: Latin America Smart Machine Market by Product 2019 – 2024
Table 46: Latin America Smart Machine Market by Technology 2019 – 2024
Table 47: Latin America Smart Machine Technology Market by Cognitive Technology Type 2019 – 2024
Table 48: Latin America Smart Machine Technology Market by Robotics Type 2019 – 2024
Table 49: Latin America Smart Machine Technology Market by Neurocomputing Type 2019 – 2024
Table 50: Latin America Smart Machine Market by Segment 2019 – 2024
Table 51: Latin America Smart Machine Market by Industrial Vertical 2019 – 2024
Table 52: Latin America Smart Machine Market by Country 2019 – 2024

Artificial General Intelligence (AGI) Market: General Purpose Artificial Intelligence, AI Agent Platforms, and Software1 Executive Summary

2 Introduction

2.1 Artificial General Intelligence (AGI)
2.2 General Purpose Intelligence APIs
2.3 Strong AI and Human Level Intelligence
2.4 Emotion AI Agents
2.4.1 Facial Detection APIs
2.4.2 Text Recognition APIs
2.4.3 Speech Recognition APIs
2.5 Machine Learning and Predictive Intelligence
2.6 Ethical and Technical Consideration
2.7 Market Opportunities and Challenges

3 Technology and Application Analysis

3.1 Cognitive Computing and Swarm Intelligence
3.2 Machine Learning and Intelligence
3.2.1 Deep Learning
3.2.2 Supervised and Unsupervised Learning
3.2.3 Reinforcement Learning
3.3 Human Level AGI Tools
3.4 Simulation Human Brain
3.5 Human Factor Considerations
3.6 Machine Intelligence for Business Innovation
3.6.1 Applying Machine Learning
3.7 Enterprise Benefits
3.7.1 Virtual Assistant
3.7.2 Hardware Optimization
3.7.3 Enterprise Decision Support System
3.7.4 Biometric Solution
3.7.5 Factory Automation
3.7.6 Predictive Analytics and Pattern Recognition
3.7.7 Productivity Gain
3.7.7.1 Economic Transaction
3.7.7.2 Smart Machine
3.7.7.3 Business Analytics Software
3.7.7.4 Self Service Visual Discovery
3.7.7.5 Building Security System
3.7.7.6 Business Content and Robo-Boss
3.8 AI Patent and Regulatory Framework
3.9 Conversational Interface: Human + AI
3.10 Edge Computing and 5G Network
3.11 Smart Machine and Virtual Twinning
3.12 Building Automation and Smart Workplace
3.13 Artificial Intelligence and Machine Learning as a Service
3.14 Enterprise Adoption and External Investment
3.15 General Purpose Applications
3.15.1 Predictive 3D Design
3.15.2 Transforming Customer Service
3.15.3 Data Security
3.15.4 Personal Security
3.15.5 Financial Trading
3.15.6 Healthcare
3.15.7 Marketing Personalization
3.15.8 Fraud Detection
3.15.9 Recommendations
3.15.10 Smart Cars
3.15.11 Online Search
3.16 General Purpose Machine Intelligence Ecosystem Analysis
3.16.1 Technology Stack
3.16.2 Application Stack

4 General Purpose AI Market Analysis and Forecasts

4.1 General AI Market Forecasts 2018 – 2023
4.1.1 Global General AI Market
4.1.2 General AI Market by Segment
4.1.3 General AI Market by Hardware Type
4.1.3.1 General AI Market by Embedded Device
4.1.3.1.1 General AI Market by Embedded Non-IoT Device
4.1.3.1.2 General AI Market by Embedded IoT Device
4.1.3.1.3 General AI Market by Embedded Wearable Device
4.1.3.1.4 General AI Market by Embedded Healthcare Device
4.1.3.1.5 General AI Market by Embedded Appliances
4.1.3.1.6 General AI Market by Embedded Industrial Machine
4.1.3.1.7 General AI Market by Embedded Entertainment Device
4.1.3.1.8 General AI Market by Embedded Security Device
4.1.3.1.9 General AI Market by Embedded Network Device
4.1.3.1.10 General AI Market by Embedded Vehicle Device
4.1.3.1.11 General AI Market by Embedded Smart Grid Device
4.1.3.1.12 General AI Market by Embedded Military Device
4.1.3.1.13 General AI Market by Embedded Energy Management Device
4.1.3.1.14 General AI Market by Embedded Agriculture Specific Device
4.1.3.1.15 General AI Market by Embedded Industrial IoT Device
4.1.3.2 General AI Market by Embedded IoT Things
4.1.3.1 General AI Market by Embedded Components
4.1.3.1.1 General AI Market by Processors
4.1.3.1.2 General AI Chipsets Market by Technology
4.1.3.1.3 General AI Chipsets Market by Machine Learning Technology
4.1.4 General AI Market by Software Segment
4.1.4.1 General AI Application Embedded Software Market by Application Type
4.1.4.2 General AI Application Embedded Software Market by Deployment Type
4.1.4.3 General AI Market by AI Platform
4.1.5 General AI Market by Service Segment
4.1.5.1 General AI Market by Professional Service Segment
4.1.6 General AI Market by AI Technology
4.1.6.1 General AI Market by Machine Learning Technology
4.1.7 General AI Market by System Type
4.1.8 General AI Market by Industry Vertical
4.1.8.1 General AI Market by Healthcare Application
4.1.8.2 General AI Market by Manufacturing Application
4.1.8.3 General AI Market by Consumer Electronics Application
4.1.8.4 General AI Market by Automotive and Transportation Application
4.1.8.5 General AI Market by Retail and Apparel Application
4.1.8.6 General AI Market by Marketing Application
4.1.8.7 General AI Market by FinTech Application
4.1.8.8 General AI Market by Building and Construction Application
4.1.8.9 General AI Market by Agriculture Application
4.1.8.10 General AI Market by Security and Surveillance Application
4.1.8.11 General AI Market by Government and Military Application
4.1.8.12 General AI Market by Human Resource Application
4.1.8.13 General AI Market by Law Application
4.1.8.14 General AI Market by Telecommunication and IT Application
4.1.8.15 General AI Market by Oil, Gas and Mining Application
4.1.8.16 General AI Market by Logistics Application
4.1.8.17 General AI Market by Education Application
4.1.9 General AI Market by AI Sector
4.1.10 General AI Market by Region
4.1.10.1 North America General AI Market by Country
4.1.10.2 Europe General AI Market by Country
4.1.10.3 APAC General AI Market by Country
4.1.10.4 Middle East and Africa General AI Market by Country
4.1.10.5 Latin America General AI Market by Country
4.2 General Purpose AI Agent Market Forecasts 2018 – 2023
4.2.1 Global General Purpose AI Agent Market
4.2.2 General Purpose AI Agent Market by Segment
4.2.2.1 General Purpose AI Agent Software Market by Delivery Platform
4.2.2.2 General Purpose AI Agent Software Market by Application Type
4.2.2.3 General Purpose AI Agent Platform Market by Platform Type
4.2.3 General Purpose AI Agent Market by AI Technology
4.2.3.1 General Purpose AI Agent Market by Machine Learning Technology
4.2.4 General Purpose AI Agent Market by Deployment
4.2.5 General Purpose AI Agent Market by AI System
4.2.6 General Purpose AI Agent Market by End User Industry
4.2.6.1 General Purpose AI Agent Market by Healthcare Application
4.2.6.2 General Purpose AI Agent Market by Manufacturing Application
4.2.6.3 General Purpose AI Agent Market by Consumer Electronics Application
4.2.6.4 General Purpose AI Agent Market by Automotive and Transportation Application
4.2.6.5 General Purpose AI Agent Market by Retail and Apparel Application
4.2.6.6 General Purpose AI Agent Market by Marketing Application
4.2.6.7 General Purpose AI Agent Market by Banking and FinTech Application
4.2.6.8 General Purpose AI Agent Market by Building and Construction Application
4.2.6.9 General Purpose AI Agent Market by Agriculture Application
4.2.6.10 General Purpose AI Agent Market by Security and Surveillance Application
4.2.6.11 General Purpose AI Agent Market by Government and Military Application
4.2.6.12 General Purpose AI Agent Market by Human Resource Application
4.2.6.13 General Purpose AI Agent Market by Legal Application
4.2.6.14 General Purpose AI Agent Market by Telecommunication and IT Application
4.2.6.15 General Purpose AI Agent Market by Energy and Utilities Application
4.2.6.16 General Purpose AI Agent Market by Logistics Application
4.2.6.17 General Purpose AI Agent Market by Education Application
4.2.7 General Purpose AI Agent Market by AI Sector
4.2.8 Global General Purpose AI Agent Market in Edge Computing
4.2.8.1 General Purpose AI Agent Market in Edge Computing Network by Segment
4.2.9 Global General Purpose AI Agent Market in 5G Network
4.2.9.1 General Purpose AI Agent Market in 5G Network by Segment
4.2.10 Global General Purpose AI Agent Market in Blockchain
4.2.10.1 General Purpose AI Agent Market in Blockchain by Segment
4.2.11 General Purpose AI Agent Market by Region
4.2.11.1 North America General Purpose AI Agent Market by Country
4.2.11.2 Europe General Purpose AI Agent Market by Country
4.2.11.3 APAC General Purpose AI Agent Market by Country
4.2.11.4 Middle East and Africa General Purpose AI Agent Market by Country
4.2.11.5 Latin America General Purpose AI Agent Market by Country
4.2.12 General Purpose AI Agent Market by Top Ten Country
4.3 AI Embedded IoT Device Deployment Forecasts 2018 – 2023
4.3.1 Total AI Embedded IoT Device Deployment
4.3.2 AI Embedded IoT Device by IoT Sector
4.3.2.1 AI Embedded Consumer IoT Device Deployment by Device Type
4.3.2.2 AI Embedded Enterprise IoT Device Deployment by Device Type
4.3.2.3 AI Embedded Industrial IoT Device Deployment by Device Type
4.3.2.4 AI Embedded Government IoT Device Deployment by Device Type
4.3.3 AI Embedded IoT Device Deployment by AI Technology
4.3.4 AI Embedded IoT Device Deployment by End User Industry
4.3.5 AI Embedded IoT Device Deployment by Region
4.3.5.1 North America AI Embedded IoT Device Deployment by Country
4.3.5.2 Europe AI Embedded IoT Device Deployment by Country
4.3.5.3 APAC AI Embedded IoT Device Deployment by Country
4.3.5.4 MEA AI Embedded IoT Device Deployment by Country
4.3.5.5 Latin America AI Embedded IoT Device Deployment by Country
4.4 AI Embedded IoT Things Deployment 2018 – 2023
4.4.1 Total AI Embedded IoT Things
4.4.2 AI Embedded IoT Things by IoT Sector
4.4.3 AI Embedded IoT Things by Application
4.4.4 AI Embedded IoT Things Deployment by AI Technology
4.4.5 AI Embedded IoT Things Deployment by End User Industry
4.4.6 AI Embedded IoT Things Deployment by Region
4.4.6.1 North America AI Embedded IoT Things Deployment by Country
4.4.6.2 Europe AI Embedded IoT Things Deployment by Country
4.4.6.3 APAC AI Embedded IoT Things Deployment by Country
4.4.6.4 MEA AI Embedded IoT Things Deployment by Country
4.4.6.5 Latin America AI Embedded IoT Things Deployment by Country
4.5 AI Embedded IoT Semiconductor Unit Shipment 2018 – 2023
4.5.1 Total AI Embedded IoT Semiconductor Unit Shipment
4.5.2 AI Embedded IoT Semiconductor Unit Shipment by Segment
4.5.2.1 AI Embedded IoT Semiconductor Unit Shipment by Node Component Type
4.5.2.2 AI Embedded IoT Semiconductor Unit Shipment by Networking Equipment
4.5.2.2.1 AI Embedded IoT Semiconductor Unit Shipment by Connectivity Equipment
4.5.3 AI Embedded IoT Semiconductor Unit Shipment by Region
4.5.3.1 APAC AI Embedded IoT Semiconductor Unit Shipment by Country
4.5.3.2 North America AI Embedded IoT Semiconductor Unit Shipment by Country
4.5.3.3 Europe AI Embedded IoT Semiconductor Unit Shipment by Country
4.5.3.4 MEA AI Embedded IoT Semiconductor Unit Shipment by Country
4.5.3.5 Latin America AI Embedded IoT Semiconductor Unit Shipment by Country
4.6 AI Embedded IoT Software Unit Deployment Forecasts 2018 – 2023
4.6.1 Total AI Embedded IoT Software Unit Deployment
4.6.2 AI Embedded IoT Software Unit Deployment by Segment
4.6.3 AI Embedded IoT Software Unit Deployment by Region
4.6.3.1 APAC AI Embedded IoT Software Unit Deployment by Country
4.6.3.2 North America AI Embedded IoT Software Unit Deployment by Country
4.6.3.3 Europe AI Embedded IoT Software Unit Deployment by Country
4.6.3.4 MEA AI Embedded IoT Software Unit Deployment by Country
4.6.3.5 Latin America AI Embedded IoT Software Unit Deployment by Country

5 Company Analysis

5.1 IBM Corporation
5.2 Intel Corporation
5.3 Microsoft Corporation
5.4 Google Inc.
5.5 Baidu Inc.
5.6 H2O.ai
5.7 Hewlett Packard Enterprise (HPE)
5.8 Apple Inc.
5.9 General Electric (GE)
5.10 LG Electronics
5.11 Digital Reasoning Systems Inc.
5.12 SparkCognition Inc.
5.13 Nuance Communications Inc.
5.14 InteliWISE
5.15 Facebook Inc.
5.16 Salesforce
5.17 Amazon Inc.
5.18 SK Telecom
5.19 motion.ai
5.20 PointGrab Ltd.
5.21 Tellmeplus
5.22 SAS Institute Inc.
5.23 AIBrian Inc.
5.24 Brighterion Inc.
5.25 General Vision Inc.
5.26 Sentient Technologies Holdings Limited
5.27 CloudMinds
5.28 Tend.ai
5.29 TensorFlow
5.30 Infosys Nia
5.31 Wipro HOLMES
5.32 API.AI
5.33 Premonition
5.34 Rainbird
5.35 Ayasdi
5.36 MindMeld
5.37 Vital AI
5.38 KAI
5.39 Receptiviti
5.40 Meya
5.41 DigitalGenius
5.42 GoodAI
5.43 Vicarious
5.44 Agent.ai
5.45 X.ai
5.46 Zebra Medical Vision Inc.
5.47 Fair Isaac Corporation
5.48 Bigml Inc.
5.49 AT&T Speech API
5.50 Wit.ai
5.51 Diffbot
5.52 PredictionIO

6 Conclusions and Recommendations

6.1 Advertisers and Media Companies
6.2 Artificial Intelligence Providers
6.3 Automotive Companies
6.4 Broadband Infrastructure Providers
6.5 Communication Service Providers
6.6 Computing Companies
6.7 Data Analytics Providers
6.8 Equipment (AR, VR, and MR) Providers
6.9 Networking Equipment Providers
6.10 Networking Security Providers
6.11 Semiconductor Companies
6.12 IoT Suppliers and Service Providers
6.13 Software Providers
6.14 Smart City System Integrators
6.15 Automation System Providers
6.16 Social Media Companies
6.17 Workplace Solution Providers
6.18 Large Businesses and SMBs

Figures

Figure 1: Artificial General Intelligence Trajectory 2021
Figure 2: Predictive Layer System with Machine Learning API
Figure 3: AI Agent and Emotion Detection
Figure 4: Supervised, Unsupervised, and Reinforcement Learning
Figure 5: AI Enterprise Productivity Gain 2018 - 2023
Figure 6: AI Smart Machine
Figure 7: General Purpose Machine Intelligence Technology Stack
Figure 8: General Purpose Machine Intelligence Application Stack
Figure 9: Global General AI Market 2018 - 2023
Figure 10: Global General AI Market Share 2018 - 2023
Figure 11: Global General Purpose AI Agent Market 2018 - 2023
Figure 12: Global General Purpose AI Agent Market Share 2018 - 2023
Figure 13: Global General Purpose AI Agent Market in Edge Computing Network 2018 - 2023
Figure 14: Global General Purpose AI Agent Market Share in Edge Computing Network 2018 - 2023
Figure 15: Global General Purpose AI Agent Market in 5G Network 2018 - 2023
Figure 16: Global General Purpose AI Agent Market Share in 5G Network 2018 - 2023
Figure 17: Global General Purpose AI Agent Market in Blockchain 2018 - 2023
Figure 18: Global General Purpose AI Agent Market Share in Blockchain 2018 - 2023
Figure 19: General Purpose AI Agent Market Share by Top Ten Countries 2018 – 2023
Figure 20: Global AI Embedded IoT Device Deployment 2018 – 2023
Figure 21: Global AI Embedded IoT Device Deployment Market Share 2018 – 2023
Figure 22: Global AI Embedded IoT Things Deployment 2018 – 2023
Figure 23: Percentage Share of Global AI Embedded IoT Things Deployment 2018 – 2023
Figure 24: Global AI Embedded IoT Semiconductor Unit Shipment 2018 – 2023
Figure 25: Global AI Embedded IoT Semiconductor Unit Shipment Market Share 2018 – 2023
Figure 26: Global AI Embedded IoT Software Unit Deployment 2018 – 2023
Figure 27: Global AI Embedded IoT Software Unit Deployment Market Share 2018 – 2023

Tables

Table 1: AI Driven Economic Transaction 2018 - 2023
Table 2: AI Business Analytics Software 2018 – 2023
Table 3: AI Self Service Visual Discovery 2018 - 2023
Table 4: AI Building Security System 2018 - 2023
Table 5: AI Generated Business Content 2018 – 2023
Table 6: AI Supervised Human Worker 2018 – 2023
Table 7: AI Patent Leaders
Table 8: AI Smart Workplace Automation
Table 10: AI External Investment 2018 – 2023
Table 11: Global General AI Market by Segment 2018 – 2023
Table 12: Global General AI Market by Hardware Type 2018 – 2023
Table 13: Global General AI Market by Embedded Device Type 2018 – 2023
Table 14: Global General AI Market by Embedded Non-IoT Device Type 2018 – 2023
Table 15: Global General AI Market by Embedded IoT Device Type 2018 – 2023
Table 16: Global General AI Market by Embedded Wearable Device Type 2018 – 2023
Table 17: Global General AI Market by Embedded Healthcare Device Type 2018 – 2023
Table 18: Global General AI Market by Embedded Appliances Type 2018 – 2023
Table 19: Global General AI Market by Embedded Industrial Machine Type 2018 – 2023
Table 20: Global General AI Market by Embedded Entertainment Device Type 2018 – 2023
Table 21: Global General AI Market by Embedded Security Device Type 2018 – 2023
Table 22: Global General AI Market by Embedded Network Device Type 2018 – 2023
Table 23: Global General AI Market by Embedded Vehicle Device Type 2018 – 2023
Table 24: Global General AI Market by Embedded Smart Grid Device Type 2018 – 2023
Table 25: Global General AI Market by Embedded Military Device Type 2018 – 2023
Table 26: Global General AI Market by Embedded Energy Management Device Type 2018 – 2023
Table 27: Global General AI Market by Embedded Agriculture Specific Device Type 2018 – 2023
Table 28: Global General AI Market by Embedded Industrial IoT Device Type 2018 – 2023
Table 29: Global General AI Market by Embedded IoT Things Type 2018 – 2023
Table 30: Global General AI Market by Embedded Components Type 2018 – 2023
Table 31: Global General AI Market by Processors Type 2018 – 2023
Table 32: Global General AI Chipsets Market by Technology 2018 – 2023
Table 33: Global General AI Chipsets Market by Machine Learning Technology 2018 – 2023
Table 34: Global General AI Market by Software Type 2018 – 2023
Table 35: Global General AI Application Embedded Software Market by Application Type 2018 – 2023
Table 36: Global General AI Application Embedded Software Market by Deployment Type 2018 – 2023
Table 37: Global General AI Market by AI Platform Type 2018 – 2023
Table 38: Global General AI Market by Service Type 2018 – 2023
Table 39: Global General AI Market by Professional Service Type 2018 – 2023
Table 40: Global General AI Market by AI Technology Type 2018 – 2023
Table 41: Global General AI Market by Machine Learning Technology Type 2018 – 2023
Table 42: Global General AI Market by AI System Type 2018 – 2023
Table 43: Global General AI Market by End User Industry 2018 – 2023
Table 44: Global General AI Market by Healthcare Application 2018 – 2023
Table 45: Global General AI Market by Manufacturing Application 2018 – 2023
Table 46: Global General AI Market by Consumer Electronics Application 2018 – 2023
Table 47: Global General AI Market by Automotive and Transportation Application 2018 – 2023
Table 48: Global General AI Market by Retail and Apparel Application 2018 – 2023
Table 49: Global General AI Market by Marketing Application 2018 – 2023
Table 50: Global General AI Market by FinTech Application 2018 – 2023
Table 51: Global General AI Market by Building and Construction Application 2018 – 2023
Table 52: Global General AI Market by Agriculture Application 2018 – 2023
Table 53: Global General AI Market by Security and Surveillance Application 2018 – 2023
Table 54: Global General AI Market by Government and Military Application 2018 – 2023
Table 55: Global General AI Market by Human Resource Application 2018 – 2023
Table 56: Global General AI Market by Law Application 2018 – 2023
Table 57: Global General AI Market by Telecommunication and IT Application 2018 – 2023
Table 58: Global General AI Market by Oil, Gas and Mining Application 2018 – 2023
Table 59: Global General AI Market by Logistics Application 2018 – 2023
Table 60: Global General AI Market by Education Application 2018 – 2023
Table 61: Global General AI Market by AI Sector 2018 – 2023
Table 62: General AI Market by Region 2018 – 2023
Table 63: North America General AI Market by Country 2018 – 2023
Table 64: Europe General AI Market by Country 2018 – 2023
Table 65: APAC General AI Market by Country 2018 – 2023
Table 66: Middle East and Africa General AI Market by Country 2018 – 2023
Table 67: Latin America General AI Market by Country 2018 – 2023
Table 68: Global General Purpose AI Agent Market by Segment 2018 – 2023
Table 69: Global General Purpose AI Agent Software Market by Delivery Platform Type 2018 – 2023
Table 70: Global General Purpose AI Agent Software Market by Application Type 2018 – 2023
Table 71: Global General Purpose AI Agent Platform Market by Platform Type 2018 – 2023
Table 72: Global General Purpose AI Agent Market by AI Technology 2018 – 2023
Table 73: Global General Purpose AI Agent Market by Machine Learning Technology Type 2018 – 2023
Table 74: Global General Purpose AI Agent Market by Deployment Type 2018 – 2023
Table 75: Global General Purpose AI Agent Market by AI System Type 2018 – 2023
Table 76: Global General Purpose AI Agent Market by End User Industry 2018 – 2023
Table 77: Global General Purpose AI Agent Market by Healthcare Application 2018 – 2023
Table 78: Global General Purpose AI Agent Market by Manufacturing Application 2018 – 2023
Table 79: Global General Purpose AI Agent Market by Consumer Electronics Application 2018 – 2023
Table 80: Global General Purpose AI Agent Market by Automotive and Transportation Application 2018 – 2023
Table 81: Global General Purpose AI Agent Market by Retail and Apparel Application 2018 – 2023
Table 82: Global General Purpose AI Agent Market by Marketing Application 2018 – 2023
Table 83: Global General Purpose AI Agent Market by Banking and FinTech Application 2018 – 2023
Table 84: Global General Purpose AI Agent Market by Building and Construction Application 2018 – 2023
Table 85: Global General Purpose AI Agent Market by Agriculture Application 2018 – 2023
Table 86: Global General Purpose AI Agent Market by Security and Surveillance Application 2018 – 2023
Table 87: Global General Purpose AI Agent Market by Government and Military Application 2018 – 2023
Table 88: Global General Purpose AI Agent Market by Human Resource Application 2018 – 2023
Table 89: Global General Purpose AI Agent Market by Legal Application 2018 – 2023
Table 90: Global General Purpose AI Agent Market by Telecommunication and IT Application 2018 – 2023
Table 91: Global General Purpose AI Agent Market by Energy and Utilities Application 2018 – 2023
Table 92: Global General Purpose AI Agent Market by Logistics Application 2018 – 2023
Table 93: Global General Purpose AI Agent Market by Education Application 2018 – 2023
Table 94: Global General Purpose AI Agent Market by AI Sector 2018 – 2023
Table 95: Global General Purpose AI Agent Market in Edge Computing Network by Segment 2018 – 2023
Table 96: Global General Purpose AI Agent Market in 5G Network by Segment 2018 – 2023
Table 97: Global General Purpose AI Agent Market in Blockchain by Segment 2018 – 2023
Table 98: General Purpose AI Agent Market by Region 2018 – 2023
Table 99: North America General Purpose AI Agent Market by Country 2018 – 2023
Table 100: Europe General Purpose AI Agent Market by Country 2018 – 2023
Table 101: APAC General Purpose AI Agent Market by Country 2018 – 2023
Table 102: Middle East and Africa General Purpose AI Agent Market by Country 2018 – 2023
Table 103: Latin America General Purpose AI Agent Market by Country 2018 – 2023
Table 104: General Purpose AI Agent Market by Top Ten Countries 2018 – 2023
Table 105: Global AI Embedded IoT Device Deployment by IoT Sector 2018 - 2023
Table 106: Global AI Embedded Consumer IoT Device Deployment by Device Type 2018 - 2023
Table 107: Global AI Embedded Enterprise IoT Device Deployment by Device Type 2018 - 2023
Table 108: Global AI Embedded Industrial IoT Device Deployment by Device Type 2018 - 2023
Table 109: Global AI Embedded Industrial IoT Device Deployment by Device Type 2018 - 2023
Table 110: Global AI Embedded IoT Device Deployment by AI Technology Type 2018 - 2023
Table 111: Global AI Embedded IoT Device Deployment by End User Industry 2018 - 2023
Table 112: AI Embedded IoT Device Deployment by Region 2018 - 2023
Table 113: North America AI Embedded IoT Device Deployment by Country 2018 - 2023
Table 114: Europe AI Embedded IoT Device Deployment by Country 2018 - 2023
Table 115: APAC AI Embedded IoT Device Deployment by Country 2018 - 2023
Table 116: MEA AI Embedded IoT Device Deployment by Country 2018 - 2023
Table 117: Latin America AI Embedded IoT Device Deployment by Country 2018 - 2023
Table 118: Global AI Embedded IoT Things Deployment by IoT Sector 2018 - 2023
Table 119: Global AI Embedded IoT Things by Application Type 2018 - 2023
Table 120: Global AI Embedded IoT Things Deployment by AI Technology Type 2018 - 2023
Table 121: Global AI Embedded IoT Things Deployment by End User Industry 2018 - 2023
Table 122: AI Embedded IoT Things Deployment by Region 2018 - 2023
Table 123: North America AI Embedded IoT Things Deployment by Country 2018 - 2023
Table 124: Europe AI Embedded IoT Things Deployment by Country 2018 - 2023
Table 125: APAC AI Embedded IoT Things Deployment by Country 2018 - 2023
Table 126: MEA AI Embedded IoT Things Deployment by Country 2018 - 2023
Table 127: Latin America AI Embedded IoT Things Deployment by Country 2018 - 2023
Table 128: Global AI Embedded IoT Semiconductor Unit Shipment by Segment 2018 - 2023
Table 129: Global AI Embedded IoT Semiconductor Unit Shipment by Node Component Type 2018 - 2023
Table 130: Global AI Embedded IoT Semiconductor Unit Shipment by Networking Equipment Type 2018 - 2023
Table 131: Global AI Embedded IoT Semiconductor Unit Shipment by Connectivity Equipment Type 2018 - 2023
Table 132: AI Embedded IoT Semiconductor Unit Shipment by Region 2018 - 2023
Table 133: AAPC AI Embedded IoT Semiconductor Unit Shipment by Country 2018 - 2023
Table 134: North America AI Embedded IoT Semiconductor Unit Shipment by Country 2018 - 2023
Table 135: Europe AI Embedded IoT Semiconductor Unit Shipment by Country 2018 - 2023
Table 136: MEA AI Embedded IoT Semiconductor Unit Shipment by Country 2018 - 2023
Table 137: Latin America AI Embedded IoT Semiconductor Unit Shipment by Country 2018 - 2023
Table 138: Global AI Embedded IoT Software Unit Deployment by Segment 2018 - 2023
Table 139: AI Embedded IoT Software Unit Deployment by Region 2018 - 2023
Table 140: AAPC AI Embedded IoT Software Unit Deployment by Country 2018 - 2023
Table 141: North America AI Embedded IoT Software Unit Deployment by Country 2018 - 2023
Table 142: Europe AI Embedded IoT Software Unit Deployment by Country 2018 - 2023
Table 143: MEA AI Embedded IoT Software Unit Deployment by Country 2018 - 2023
Table 144: Latin America AI Embedded IoT Software Unit Deployment by Country 2018 - 2023
Table 145: Intel NAMD System

Experiential Networking Market by Technology, Use Case, and Solutions 2019 – 20241.0 Executive Summary

2.0 Overview

2.1 Research Objectives
2.2 Select Findings

3.0 Introduction

3.1 Experiential Network Management
3.1.1 Experiential Computing Systems
3.1.2 Augmented Intelligence
3.2 Network Types
3.3 Market Trends
3.4 Standardization
3.4.1 European Telecommunications Standards Institute
3.4.2 Experiential Networked Intelligence Industry Specification Group

4.0 Technologies Supporting Experiential Networking

4.1 AI and Cognitive Technologies
4.1.1 Deep Machine Learning
4.1.2 Context Aware Processing
4.1.3 Artificial Neural Networks
4.1.4 Cognitive Computing
4.2 Experiential Solutions
4.2.1 Network Configuration and Traffic Management
4.2.2 Performance Monitoring and Management
4.2.3 Security Management
4.2.4 Network Device Management
4.2.5 Fault Management
4.2.6 IP Address Management
4.3 Telecom, Cloud Service Providers, and Enterprise
4.4 Traditional vs. IoT Networks
4.5 Public vs. Hybrid Cloud Deployment
4.6 Virtualization and Integration Service
4.7 Network Optimization and Orchestration
4.8 Standalone vs. Platform Solutions
4.9 SDN, NFV, Network Slicing, and Edge Computing
4.10 AI Driven Network
4.11 Self-Driven Networks
4.12 Human Machine Interaction
4.13 Communications Service Provider Experience
4.14 Data Driven Network Management
4.15 Network Management Analytics

5.0 Company Analysis

5.1 Accedian
5.2 AppNeta
5.3 Aruba Network
5.4 Avaya Inc.
5.5 BMC Software
5.6 Broadcom (CA Technologies)
5.7 Cisco
5.8 Colasoft
5.9 Cubro
5.10 Compuware Corporation
5.11 Dell Inc. (Dell EMC)
5.12 ExtraHop Networks
5.13 Extreme Networks
5.14 Flowmon Networks
5.15 HelpSystems
5.16 HPE
5.17 Huawei Technology
5.18 IBM
5.19 Ipswitch
5.20 Juniper Networks
5.21 Kaseya
5.22 Kentik
5.23 LiveAction
5.24 Zoho Corporation (ManageEngine)
5.25 Micro Focus
5.26 NETSCOUT
5.27 Nokia
5.28 Paessler
5.29 Riverbed Technology
5.30 SevOne
5.31 SolarWinds
5.32 VIAVI Solutions

6.0 Experiential Networking Market Analysis and Forecasts 2019 – 2024

6.1 Global Experiential Network Management Market 2019 – 2024
6.1.1 Total Global Market 2019 – 2024
6.1.2 Market by Segment 2019 – 2024
6.1.2.1 Market by Solution 2019 – 2024
6.1.2.2 Market by Solution Offering 2019 – 2024
6.1.2.3 Market by Service 2019 – 2024
6.1.3 Market by Technology 2019 – 2024
6.1.4 Market by Network Type 2019 – 2024
6.1.5 Market by Industry Vertical 2019 – 2024
6.1.5.1 Market by Service Provider 2019 – 2024
6.1.5.1.1 Market by Service Type 2019 – 2024
6.1.5.1.2 Market by Communications Network 2019 – 2024
6.1.6 Market by Network Platform 2019 – 2024
6.1.7 Market by Organization Type 2019 – 2024
6.1.8 Market by Deployment Type 2019 – 2024
6.2 Regional Experiential Network Management Market 2019 – 2024
6.2.1 Market by Region 2019 – 2024
6.2.2 North America Market Forecast 2019 – 2024
6.2.3 Europe Market Forecast 2019 – 2024
6.2.4 APAC Market Forecast 2019 – 2024
6.2.5 Middle East and Africa Market Forecast 2019 – 2024
6.2.6 Latin America Market Forecast 2019 – 2024

7.0 Conclusions and Recommendations

Figures

Figure 1: Experiential Network Management Architecture
Figure 2: Experiential Computing System
Figure 3: ENI ISG Vision
Figure 4: Machine Learning in ENM
Figure 5: Cognitive Computing Framework
Figure 6: Policy Based Model Driven Engineering
Figure 7: Global Experiential Network Management Market 2019 – 2024

Tables

Table 1: Global Experiential Network Management Market by Segment 2019 – 2024
Table 2: Global Experiential Network Management Market by Solution 2019 – 2024
Table 3: Global Experiential Network Management Market by Solution Offering 2019 – 2024
Table 4: Global Experiential Network Management Market by Service 2019 – 2024
Table 5: Global Experiential Network Management Market by Technology 2019 – 2024
Table 6: Global Experiential Network Management Market by Network Type 2019 – 2024
Table 7: Global Experiential Network Management Market by Industry Vertical 2019 – 2024
Table 8: Global Experiential Network Management Market by Service Provider 2019 – 2024
Table 9: Global Experiential Network Management Market by Telecom Service Network 2019 – 2024
Table 10: Global Experiential Network Management Market by Network Platform 2019 – 2024
Table 11: Global Experiential Network Management Market by Organization Type 2019 – 2024
Table 12: Global Experiential Network Management Market by Deployment Type 2019 – 2024
Table 13: Experiential Network Management Market by Region 2019 – 2024
Table 14: North America Experiential Network Management Market by Segment 2019 – 2024
Table 15: North America Experiential Network Management Market by Solution 2019 – 2024
Table 16: North America Experiential Network Management Market by Solution Offering 2019 – 2024
Table 17: North America Experiential Network Management Market by Service 2019 – 2024
Table 18: North America Experiential Network Management Market by Technology 2019 – 2024
Table 19: North America Experiential Network Management Market by Network Type 2019 – 2024
Table 20: North America Experiential Network Management Market by Industry Vertical 2019 – 2024
Table 21: North America Experiential Network Management Market by Service Provider 2019 – 2024
Table 22: North America Experiential Network Management Market by Telecom Service Network 2019 – 2024
Table 23: North America Experiential Network Management Market by Network Platform 2019 – 2024
Table 24: North America Experiential Network Management Market by Organization Type 2019 – 2024
Table 25: North America Experiential Network Management Market by Deployment Type 2019 – 2024
Table 26: North America Experiential Network Management Market by Country 2019 – 2024
Table 27: Europe Experiential Network Management Market by Segment 2019 – 2024
Table 28: Europe Experiential Network Management Market by Solution 2019 – 2024
Table 29: Europe Experiential Network Management Market by Solution Offering 2019 – 2024
Table 30: Europe Experiential Network Management Market by Service 2019 – 2024
Table 31: Europe Experiential Network Management Market by Technology 2019 – 2024
Table 32: Europe Experiential Network Management Market by Network Type 2019 – 2024
Table 33: Europe Experiential Network Management Market by Industry Vertical 2019 – 2024
Table 34: Europe Experiential Network Management Market by Service Provider 2019 – 2024
Table 35: Europe Experiential Network Management Market by Telecom Service Network 2019 – 2024
Table 36: Europe Experiential Network Management Market by Network Platform 2019 – 2024
Table 37: Europe Experiential Network Management Market by Organization Type 2019 – 2024
Table 38: Europe Experiential Network Management Market by Deployment Type 2019 – 2024
Table 39: Europe Experiential Network Management Market by Country 2019 – 2024
Table 40: APAC Experiential Network Management Market by Segment 2019 – 2024
Table 41: APAC Experiential Network Management Market by Solution 2019 – 2024
Table 42: APAC Experiential Network Management Market by Solution Offering 2019 – 2024
Table 43: APAC Experiential Network Management Market by Service 2019 – 2024
Table 44: APAC Experiential Network Management Market by Technology 2019 – 2024
Table 45: APAC Experiential Network Management Market by Network Type 2019 – 2024
Table 46: APAC Experiential Network Management Market by Industry Vertical 2019 – 2024
Table 47: APAC Experiential Network Management Market by Service Provider 2019 – 2024
Table 48: APAC Experiential Network Management Market by Telecom Service Network 2019 – 2024
Table 49: APAC Experiential Network Management Market by Network Platform 2019 – 2024
Table 50: APAC Experiential Network Management Market by Organization Type 2019 – 2024
Table 51: APAC Experiential Network Management Market by Deployment Type 2019 – 2024
Table 52: APAC Experiential Network Management Market by Country 2019 – 2024
Table 53: MEA Experiential Network Management Market by Segment 2019 – 2024
Table 54: MEA Experiential Network Management Market by Solution 2019 – 2024
Table 55: MEA Experiential Network Management Market by Solution Offering 2019 – 2024
Table 56: MEA Experiential Network Management Market by Service 2019 – 2024
Table 57: MEA Experiential Network Management Market by Technology 2019 – 2024
Table 58: MEA Experiential Network Management Market by Network Type 2019 – 2024
Table 59: MEA Experiential Network Management Market by Industry Vertical 2019 – 2024
Table 60: MEA Experiential Network Management Market by Service Provider 2019 – 2024
Table 61: MEA Experiential Network Management Market by Telecom Service Network 2019 – 2024
Table 62: MEA Experiential Network Management Market by Network Platform 2019 – 2024
Table 63: MEA Experiential Network Management Market by Organization Type 2019 – 2024
Table 64: MEA Experiential Network Management Market by Deployment Type 2019 – 2024
Table 65: MEA Experiential Network Management Market by Country 2019 – 2024
Table 66: Latin America Experiential Network Management Market by Segment 2019 – 2024
Table 67: Latin America Experiential Network Management Market by Solution 2019 – 2024
Table 68: Latin America Experiential Network Management Market by Solution Offering 2019 – 2024
Table 69: Latin America Experiential Network Management Market by Service 2019 – 2024
Table 70: Latin America Experiential Network Management Market by Technology 2019 – 2024
Table 71: Latin America Experiential Network Management Market by Network Type 2019 – 2024
Table 72: Latin America Experiential Network Management Market by Industry Vertical 2019 – 2024
Table 73: Latin America Experiential Network Management Market by Service Provider 2019 – 2024
Table 74: Latin America Experiential Network Management Market by Telecom Service Network 2019 – 2024
Table 75: Latin America Experiential Network Management Market by Network Platform 2019 – 2024
Table 76: Latin America Experiential Network Management Market by Organization Type 2019 – 2024
Table 77: Latin America Experiential Network Management Market by Deployment Type 2019 – 2024
Table 78: Latin America Experiential Network Management Market by Country 2019 – 2024

AI Chipsets for Wireless Networks and Devices, Cloud and Next Generation Computing, IoT, and Big Data Analytics 2019 – 20241.0 Executive Summary

2.0 Research Overview

2.1 Research Objectives
2.2 Select Findings

3.0 AI Chipsets Introduction

3.1 AI Chipsets
3.1.1 Chipset Components
3.1.2 General Purpose Applications
3.2 AI Systems
3.3 Market Dynamics Analysis
3.4 AI Investments
3.5 Competitive Market

4.0 Technologies, Solutions, and Markets

4.1 Chipsets Technology and Products
4.2 AI Technology
4.2.1 Machine Learning
4.2.2 Machine Learning APIs
4.2.3 Deep Machine Learning
4.2.4 Natural Language Processing
4.2.5 Computer Vision
4.2.6 Voice Recognition
4.2.7 Context Awareness Computing
4.2.8 Neural Networks
4.2.9 Facial Recognition
4.3 Deployment Platform
4.4 IoT Sector
4.5 Applications in Industry Verticals
4.6 Regional Markets
4.7 Value Chain
4.8 5G Network and Edge Computing
4.9 Cloud Computing and Data Analytics
4.10 Industry 4.0 and Factory Automation
4.11 Autonomous Networks
4.12 Blockchain Networks
4.13 Quantum Computing
4.14 Machine Intelligence
4.15 Nanoscale Technology
4.16 Mobile Network Operators

5.0 Company Analysis

5.1 NVIDIA Corporation
5.2 IBM Corporation
5.3 Intel Corporation
5.4 Samsung Electronics Co Ltd.
5.5 Microsoft Corporation
5.6 Baidu Inc.
5.7 Qualcomm Incorporated
5.8 Huawei Technologies Co. Ltd.
5.9 Fujitsu Ltd.
5.10 Softbank Group Corp. (ARM Limited)
5.11 Apple Inc.
5.12 Amazon Inc. (AWS)
5.13 SK Telecom
5.14 Inbenta Technologies Inc.
5.15 Microchip Technology Inc.
5.16 Texas Instruments Inc.
5.17 Advanced Micro Devices (AMD) Inc.
5.18 XILINX Inc.
5.19 Micron Technology
5.20 AIBrain Inc.
5.21 General Vision Inc.
5.22 Sentient Technologies Holdings Limited
5.23 Graphcore
5.24 Analog Devices Inc.
5.25 Cypress Semiconductor Corp
5.26 Rohm Semiconductor
5.27 Semtech Corporation
5.28 NXP Semiconductors N.V.
5.29 STMicroelectronics
5.30 MediaTek Inc.
5.31 Renesas Electronics Corporation
5.32 ZTE Corporation
5.33 NEC Corporation
5.34 Broadcom Corporation
5.35 Integrated Device Technology (IDT) Inc.
5.36 Toshiba Corporation
5.37 Adapteva Inc.
5.38 Applied Materials Inc.
5.39 Bitmain Technologies Inc.
5.40 Cambricon Technologies Corporation Limited
5.41 DeePhi Tech
5.42 Gyrfalcon Technology Inc.
5.43 Horizon Robotics
5.44 Mythic
5.45 Tenstorrent Inc.
5.46 Wave Computing
5.47 Mellanox Technologies
5.48 Koniku
5.49 Numenta Inc.
5.50 Imagination Technologies Limited
5.51 Synopsys Inc.
5.52 SenseTime
5.53 Marvell Technology Group Ltd.
5.54 Cadence Design Systems Inc.
5.55 Rockchip
5.56 VeriSilicon Limited
5.57 Knuedge Inc.
5.58 KRTKL Inc.
5.59 Shanghai Think-Force Electronic Technology Co. Ltd.
5.60 SK Hynix Inc.
5.61 Taiwan Semiconductor Manufacturing Company Limited (TSMC)
5.62 Alphabet (Google)
5.63 Thinci
5.64 LG Corporation
5.65 SambaNova Systems
5.66 Groq
5.67 Kalray
5.68 Facebook
5.69 Almotive
5.70 AnotherBrain
5.71 BrainChip Holdings
5.72 Cerebras Systems
5.73 Chipintelli
5.74 Tesla (DeepScale)
5.75 Kneron
5.76 NovuMind
5.77 ThinkForce
5.78 Vathys
5.79 Nervana Systems
5.80 Barefoot Networks
5.81 Alibaba Group
5.82 Megvii
5.83 HPE
5.84 Dell Inc. (Dell EMC)
5.85 Western Digital
5.86 Habana
5.87 Nokia

6.0 AI Chipsets Market Analysis and Forecasts 2019 – 2024

6.1 Global AI Chipsets Market 2019 – 2024
6.1.1 Total Global Market Size 2019 – 2024
6.1.2 Market by Segment 2019 – 2024
6.1.2.1 Market by Hardware 2019 – 2024
6.1.2.1.1 Market by Product 2019 – 2024
6.1.2.1.2 Product Market by Technology 2019 – 2024
6.1.2.1.3 Market by Processors 2019 – 2024
6.1.2.2 Software Market by AI Technology 2019 – 2024
6.1.2.2.1 Software Market by AI Technology Type 2019 – 2024
6.1.2.2.2 Software Market by ML Technology 2019 – 2024
6.1.2.3 Market by Service 2019 – 2024
6.1.2.4 Market by Professional Service 2019 – 2024
6.1.3 Market by Deployment Platform 2019 – 2024
6.1.3.1 Market by IoT Device 2019 – 2024
6.1.3.1.1 Market by Wearable Device 2019 – 2024
6.1.3.1.2 Market by Medical and Healthcare Device 2019 – 2024
6.1.3.1.3 Market by Smart Appliances 2019 – 2024
6.1.3.1.4 Market by Industrial Machine 2019 – 2024
6.1.3.1.5 Market by Entertainment Device 2019 – 2024
6.1.3.1.6 Market by Security Device 2019 – 2024
6.1.3.1.7 Market by Network Device 2019 – 2024
6.1.3.1.8 Market by Connected Vehicle Device 2019 – 2024
6.1.3.1.9 Market by Smart Grid Device 2019 – 2024
6.1.3.1.10 Market by Military Device 2019 – 2024
6.1.3.1.11 Market by Energy Management Device 2019 – 2024
6.1.3.1.12 Market by Agriculture Specific Device 2019 – 2024
6.1.3.2 Market by Non-IoT Device 2019 – 2024
6.1.3.3 Market by IoT “Things” 2019 – 2024
6.1.4 Market by Application 2019 – 2024
6.1.5 Market by Industry Vertical 2019 – 2024
6.1.5.1 Market by Healthcare Application 2019 – 2024
6.1.5.2 Market by Manufacturing Application 2019 – 2024
6.1.5.3 Market by Consumer Electronics Application 2019 – 2024
6.1.5.4 Market by Automotive and Transportation Application 2019 – 2024
6.1.5.5 Market by Consumer Application 2019 – 2024
6.1.5.6 Market by Marketing Application 2019 – 2024
6.1.5.7 Market by FinTech Application 2019 – 2024
6.1.5.8 Market by Building and Construction Application 2019 – 2024
6.1.5.9 Market by Agriculture Application 2019 – 2024
6.1.5.10 Market by Security and Surveillance Application 2019 – 2024
6.1.5.11 Market by Government and Military Application 2019 – 2024
6.1.5.12 Market by Human Resource Application 2019 – 2024
6.1.5.13 Market by Legal Application 2019 – 2024
6.1.5.14 Market by Telecommunications and IT Application 2019 – 2024
6.1.5.15 Market by Oil, Gas and Mining Applications 2019 – 2024
6.1.5.16 Market by Logistics Applications 2019 – 2024
6.1.5.17 Market by Education Applications 2019 – 2024
6.1.6 Market by AI in Consumer, Enterprise, Industrial and Government 2019 – 2024
6.1.7 Market in 5G Networks 2019 – 2024
6.1.7.1 Overall AI in 5G Networks Market 2019 – 2024
6.1.7.2 Market in 5G Network by Hardware, Software and Services 2019 – 2024
6.1.8 Market in Edge Computing Networks 2019 – 2024
6.1.8.1 Overall AI in Edge Computing 2019 – 2024
6.1.8.2 Market in Edge Computing Network by Hardware, Software, and Services
6.1.9 Market in Cloud Computing 2019 – 2024
6.1.9.1 Overall AI in Cloud Computing 2019 – 2024
6.1.9.2 Market in Cloud Computing by Hardware, Software, and Services
6.1.10 Market in Quantum Computing 2019 – 2024
6.1.10.1 Overall AI in Quantum Computing 2019 – 2024
6.1.10.2 Market in Quantum Computing by Hardware, Software, and Services
6.1.10.3 Market in Quantum Computing by Hardware
6.1.10.4 Market in Quantum Computing by Software
6.1.11 Market in Big Data Analytics 2019 – 2024
6.1.11.1 Overall AI in Big Data 2019 – 2024
6.1.11.2 Market in Big Data Analytics by Hardware, Software, and Services
6.1.12 Market in IoT 2019 – 2024
6.1.12.1 AI Chipset Market in IoT by Hardware, Software, and Services 2019 – 2024
6.1.12.2 Market in IoT by Deployment Platform 2019 – 2024
6.1.12.3 Market in IoT by Consumer, Enterprise, Industrial, and Government 2019 – 2024
6.1.13 Market in Blockchain Networks 2019 – 2024
6.1.13.1 Market in Blockchain by Hardware, Software, and Services 2019 – 2024
6.1.13.2 Market in Blockchain Solution 2019 – 2024
6.2 Regional AI Chipsets Market 2019 – 2024
6.2.1 Market by Region 2019 – 2024
6.2.1.1 North America Market 2019 – 2024
6.2.1.2 Europe Market 2019 – 2024
6.2.1.3 Asia Pacific Market 2019 – 2024
6.2.1.4 Middle East and Africa Market 2019 – 2024
6.2.1.5 Latin America Market 2019 – 2024
6.3 AI Chipsets Deployment Forecast 2019 – 2024
6.3.1 Total Global Deployment 2019 – 2024
6.3.2 Deployment by Segment 2019 – 2024
6.3.2.1 Deployment by Product 2019 – 2024
6.3.2.2 Deployment by Technology 2019 – 2024
6.3.2.3 Deployment by Processor Type 2019 – 2024
6.3.3 Deployment by Platform 2019 – 2024
6.3.3.1 Deployment by IoT Device 2019 – 2024
6.3.3.1.1 Deployment by Wearable Device 2019 – 2024
6.3.3.1.2 Deployment by Healthcare Device 2019 – 2024
6.3.3.1.3 Deployment by Smart Appliances 2019 – 2024
6.3.3.1.4 Deployment by Industrial Machines 2019 – 2024
6.3.3.1.5 Deployment by Entertainment Device 2019 – 2024
6.3.3.1.6 Deployment by Security Device 2019 – 2024
6.3.3.1.7 Deployment by Network Device 2019 – 2024
6.3.3.1.8 Deployment by Connected Vehicle Device 2019 – 2024
6.3.3.1.9 Deployment by Smart Grid Device 2019 – 2024
6.3.3.1.10 Deployment by Military Device 2019 – 2024
6.3.3.1.11 Deployment by Energy Management Device 2019 – 2024
6.3.3.1.12 Deployment by Agriculture Specific Device 2019 – 2024
6.3.3.2 Deployment by Non-IoT Device 2019 – 2024
6.3.3.3 Deployment by IoT “Things” 2019 – 2024
6.3.4 Deployment by AI Technology 2019 – 2024
6.3.4.1 Deployment by AI Technology Type 2019 – 2024
6.3.4.2 Deployment by Machine Learning Technology 2019 – 2024
6.3.5 Deployment by Application 2019 – 2024
6.3.6 Deployment by Industry Vertical 2019 – 2024
6.3.7 Deployment by Price Range 2019 – 2024
6.3.8 Deployment by Region 2019 – 2024
6.3.8.1 North America Deployment by Country 2019 – 2024
6.3.8.2 Europe Deployment by Country 2019 – 2024
6.3.8.3 Asia Pacific Deployment by Country 2019 – 2024
6.3.8.4 Middle East and Africa Deployment by Country 2019 – 2024
6.3.8.5 Latin America Deployment by Country 2019 – 2024

7.0 Conclusions and Recommendations

Figures

Figure 1: AI Chipset Component
Figure 2: AI Chipset Vendor Market Share
Figure 3: AI Chipset Technology and Product Matrix
Figure 4: AI Technology for Chipset
Figure 5: AI Chipset Deployment Platform Matrix
Figure 6: AI Chipset Vertical Applications
Figure 7: AI Chipset Vendor Landscape
Figure 8: Global AI Chipset Market 2019 – 2024
Figure 9: Global AI Chipset Market in 5G Network 2019 – 2024
Figure 10: Global AI Chipset Market in Edge Computing Network 2019 – 2024
Figure 11: Global AI Chipset Market in Cloud Computing 2019 – 2024
Figure 12: Global AI Chipset Market in Quantum Computing 2019 – 2024
Figure 13: Global AI Chipset Market in Big Data Analytics 2019 – 2024
Figure 14: Global AI Chipset Market in IoT 2019 – 2024
Figure 15: Global AI Chipset Market in Blockchain Networks 2019 – 2024
Figure 16: Global AI Chipsets Deployment 2019 – 2024

Tables

Table 1: Global AI Chipsets Market by Segment 2019 – 2024
Table 2: Global AI Chipsets Market by Hardware Type 2019 – 2024
Table 3: Global AI Chipsets Market by Product Type 2019 – 2024
Table 4: Global AI Chipsets Product Market by Technology Type 2019 – 2024
Table 5: Global AI Chipsets Market by Processors Type 2019 – 2024
Table 6: Global AI Chipsets Software Market by AI Technology 2019 – 2024
Table 7: Global AI Chipsets Software Market by ML Technology 2019 – 2024
Table 8: Global AI Chipsets Market by Service Type 2019 – 2024
Table 9: Global AI Chipsets Market by Professional Service Type 2019 – 2024
Table 10: Global AI Chipsets Market by Deployment Platform 2019 – 2024
Table 11: Global AI Chipsets Market by IoT Device Type 2019 – 2024
Table 12: Global AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 13: Global AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 14: Global AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 15: Global AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 16: Global AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 17: Global AI Chipsets Market by Security Device Type 2019 – 2024
Table 18: Global AI Chipsets Market by Network Device Type 2019 – 2024
Table 19: Global AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 20: Global AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 21: Global AI Chipsets Market by Military Device Type 2019 – 2024
Table 22: Global AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 23: Global AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 24: Global AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 25: Global AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 26: Global AI Chipsets Market by Application Type 2019 – 2024
Table 27: Global AI Chipsets Market by Industry Vertical 2019 – 2024
Table 28: Global AI Chipsets Market by Healthcare Application 2019 – 2024
Table 29: Global AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 30: Global AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 31: Global AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 32: Global AI Chipsets Market by Consumer Application 2019 – 2024
Table 33: Global AI Chipsets Market by Marketing Application 2019 – 2024
Table 34: Global AI Chipsets Market by FinTech Application 2019 – 2024
Table 35: Global AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 36: Global AI Chipsets Market by Agriculture Application 2019 – 2024
Table 37: Global AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 38: Global AI Chipsets Market by Government and Military Application 2019 – 2024
Table 39: Global AI Chipsets Market by Human Resource Application 2019 – 2024
Table 40: Global AI Chipsets Market by Legal Application 2019 – 2024
Table 41: Global AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 42: Global AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 43: Global AI Chipsets Market by Logistics Application 2019 – 2024
Table 44: Global AI Chipsets Market by Education Application 2019 – 2024
Table 45: Global AI Chipsets Market by AI Sector 2019 – 2024
Table 46: Global AI Chipsets Market in 5G Network by Segment 2019 – 2024
Table 47: Global AI Chipsets Market in Edge Computing Network by Segment 2019 – 2024
Table 48: Global AI Chipsets Market in Cloud Computing by Segment 2019 – 2024
Table 49: Global AI Chipsets Market in Quantum Computing by Segment 2019 – 2024
Table 50: Global AI Chipsets Market in Quantum Computing by Hardware Type 2019 – 2024
Table 51: Global AI Chipsets Market in Quantum Computing by Software Type 2019 – 2024
Table 52: Global AI Chipsets Market in Big Data Analytics by Segment 2019 – 2024
Table 53: Global AI Chipsets Market in IoT by Segment 2019 – 2024
Table 54: Global AI Chipsets Market in IoT by Deployment Platform 2019 – 2024
Table 55: Global AI Chipsets Market in IoT by Sector 2019 – 2024
Table 56: Global AI Chipsets Market in Blockchain Network by Segment 2019 – 2024
Table 57: Global AI Chipsets Market in Blockchain Solution Type 2019 – 2024
Table 58: AI Chipsets Market by Region 2019 – 2024
Table 59: North America AI Chipsets Market by Segment 2019 – 2024
Table 60: North America AI Chipsets Market by Hardware Type 2019 – 2024
Table 61: North America AI Chipsets Market by Product Type 2019 – 2024
Table 62: North America AI Chipsets Product Market by Technology Type 2019 – 2024
Table 63: North America AI Chipsets Market by Processors Type 2019 – 2024
Table 64: North America AI Chipsets Software Market by AI Technology 2019 – 2024
Table 65: North America AI Chipsets Software Market by ML Technology 2019 – 2024
Table 66: North America AI Chipsets Market by Service Type 2019 – 2024
Table 67: North America AI Chipsets Market by Professional Service Type 2019 – 2024
Table 68: North America AI Chipsets Market by Deployment Platform 2019 – 2024
Table 69: North America AI Chipsets Market by IoT Device Type 2019 – 2024
Table 70: North America AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 71: North America AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 72: North America AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 73: North America AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 74: North America AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 75: North America AI Chipsets Market by Security Device Type 2019 – 2024
Table 76: North America AI Chipsets Market by Network Device Type 2019 – 2024
Table 77: North America AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 78: North America AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 79: North America AI Chipsets Market by Military Device Type 2019 – 2024
Table 80: North America AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 81: North America AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 82: North America AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 83: North America AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 84: North America AI Chipsets Market by Application Type 2019 – 2024
Table 85: North America AI Chipsets Market by Industry Vertical 2019 – 2024
Table 86: North America AI Chipsets Market by Healthcare Application 2019 – 2024
Table 87: North America AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 88: North America AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 89: North America AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 90: North America AI Chipsets Market by Consumer Application 2019 – 2024
Table 91: North America AI Chipsets Market by Marketing Application 2019 – 2024
Table 92: North America AI Chipsets Market by FinTech Application 2019 – 2024
Table 93: North America AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 94: North America AI Chipsets Market by Agriculture Application 2019 – 2024
Table 95: North America AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 96: North America AI Chipsets Market by Government and Military Application 2019 – 2024
Table 97: North America AI Chipsets Market by Human Resource Application 2019 – 2024
Table 98: North America AI Chipsets Market by Legal Application 2019 – 2024
Table 99: North America AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 100: North America AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 101: North America AI Chipsets Market by Logistics Application 2019 – 2024
Table 102: North America AI Chipsets Market by Education Application 2019 – 2024
Table 103: North America AI Chipsets Market by AI Sector 2019 – 2024
Table 104: North America AI Chipsets Market by Country 2019 – 2024
Table 105: Europe AI Chipsets Market by Segment 2019 – 2024
Table 106: Europe AI Chipsets Market by Hardware Type 2019 – 2024
Table 107: Europe AI Chipsets Market by Product Type 2019 – 2024
Table 108: Europe AI Chipsets Product Market by Technology Type 2019 – 2024
Table 109: Europe AI Chipsets Market by Processors Type 2019 – 2024
Table 110: Europe AI Chipsets Software Market by AI Technology 2019 – 2024
Table 111: Europe AI Chipsets Software Market by ML Technology 2019 – 2024
Table 112: Europe AI Chipsets Market by Service Type 2019 – 2024
Table 113: Europe AI Chipsets Market by Professional Service Type 2019 – 2024
Table 114: Europe AI Chipsets Market by Deployment Platform 2019 – 2024
Table 115: Europe AI Chipsets Market by IoT Device Type 2019 – 2024
Table 116: Europe AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 117: Europe AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 118: Europe AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 119: Europe AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 120: Europe AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 121: Europe AI Chipsets Market by Security Device Type 2019 – 2024
Table 122: Europe AI Chipsets Market by Network Device Type 2019 – 2024
Table 123: Europe AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 124: Europe AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 125: Europe AI Chipsets Market by Military Device Type 2019 – 2024
Table 126: Europe AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 127: Europe AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 128: Europe AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 129: Europe AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 130: Europe AI Chipsets Market by Application Type 2019 – 2024
Table 131: Europe AI Chipsets Market by Industry Vertical 2019 – 2024
Table 132: Europe AI Chipsets Market by Healthcare Application 2019 – 2024
Table 133: Europe AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 134: Europe AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 135: Europe AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 136: Europe AI Chipsets Market by Consumer Application 2019 – 2024
Table 137: Europe AI Chipsets Market by Marketing Application 2019 – 2024
Table 138: Europe AI Chipsets Market by FinTech Application 2019 – 2024
Table 139: Europe AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 140: Europe AI Chipsets Market by Agriculture Application 2019 – 2024
Table 141: Europe AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 142: Europe AI Chipsets Market by Government and Military Application 2019 – 2024
Table 143: Europe AI Chipsets Market by Human Resource Application 2019 – 2024
Table 144: Europe AI Chipsets Market by Legal Application 2019 – 2024
Table 145: Europe AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 146: Europe AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 147: Europe AI Chipsets Market by Logistics Application 2019 – 2024
Table 148: Europe AI Chipsets Market by Education Application 2019 – 2024
Table 149: Europe AI Chipsets Market by AI Sector 2019 – 2024
Table 150: Europe AI Chipsets Market by Country 2019 – 2024
Table 151: APAC AI Chipsets Market by Segment 2019 – 2024
Table 152: APAC AI Chipsets Market by Hardware Type 2019 – 2024
Table 153: APAC AI Chipsets Market by Product Type 2019 – 2024
Table 154: APAC AI Chipsets Product Market by Technology Type 2019 – 2024
Table 155: APAC AI Chipsets Market by Processors Type 2019 – 2024
Table 156: APAC AI Chipsets Software Market by AI Technology 2019 – 2024
Table 157: APAC AI Chipsets Software Market by ML Technology 2019 – 2024
Table 158: APAC AI Chipsets Market by Service Type 2019 – 2024
Table 159: APAC AI Chipsets Market by Professional Service Type 2019 – 2024
Table 160: APAC AI Chipsets Market by Deployment Platform 2019 – 2024
Table 161: APAC AI Chipsets Market by IoT Device Type 2019 – 2024
Table 162: APAC AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 163: APAC AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 164: APAC AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 165: APAC AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 166: APAC AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 167: APAC AI Chipsets Market by Security Device Type 2019 – 2024
Table 168: APAC AI Chipsets Market by Network Device Type 2019 – 2024
Table 169: APAC AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 170: APAC AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 171: APAC AI Chipsets Market by Military Device Type 2019 – 2024
Table 172: APAC AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 173: APAC AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 174: APAC AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 175: APAC AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 176: APAC AI Chipsets Market by Application Type 2019 – 2024
Table 177: APAC AI Chipsets Market by Industry Vertical 2019 – 2024
Table 178: APAC AI Chipsets Market by Healthcare Application 2019 – 2024
Table 179: APAC AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 180: APAC AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 181: APAC AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 182: APAC AI Chipsets Market by Consumer Application 2019 – 2024
Table 183: APAC AI Chipsets Market by Marketing Application 2019 – 2024
Table 184: APAC AI Chipsets Market by FinTech Application 2019 – 2024
Table 185: APAC AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 186: APAC AI Chipsets Market by Agriculture Application 2019 – 2024
Table 187: APAC AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 188: APAC AI Chipsets Market by Government and Military Application 2019 – 2024
Table 189: APAC AI Chipsets Market by Human Resource Application 2019 – 2024
Table 190: APAC AI Chipsets Market by Legal Application 2019 – 2024
Table 191: APAC AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 192: APAC AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 193: APAC AI Chipsets Market by Logistics Application 2019 – 2024
Table 194: APAC AI Chipsets Market by Education Application 2019 – 2024
Table 195: APAC AI Chipsets Market by AI Sector 2019 – 2024
Table 196: APAC AI Chipsets Market by Country 2019 – 2024
Table 197: MEA AI Chipsets Market by Segment 2019 – 2024
Table 198: MEA AI Chipsets Market by Hardware Type 2019 – 2024
Table 199: MEA AI Chipsets Market by Product Type 2019 – 2024
Table 200: MEA AI Chipsets Product Market by Technology Type 2019 – 2024
Table 201: MEA AI Chipsets Market by Processors Type 2019 – 2024
Table 202: MEA AI Chipsets Software Market by AI Technology 2019 – 2024
Table 203: MEA AI Chipsets Software Market by ML Technology 2019 – 2024
Table 204: MEA AI Chipsets Market by Service Type 2019 – 2024
Table 205: MEA AI Chipsets Market by Professional Service Type 2019 – 2024
Table 206: MEA AI Chipsets Market by Deployment Platform 2019 – 2024
Table 207: MEA AI Chipsets Market by IoT Device Type 2019 – 2024
Table 208: MEA AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 209: MEA AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 210: MEA AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 211: MEA AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 212: MEA AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 213: MEA AI Chipsets Market by Security Device Type 2019 – 2024
Table 214: MEA AI Chipsets Market by Network Device Type 2019 – 2024
Table 215: MEA AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 216: MEA AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 217: MEA AI Chipsets Market by Military Device Type 2019 – 2024
Table 218: MEA AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 219: MEA AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 220: MEA AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 221: MEA AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 222: MEA AI Chipsets Market by Application Type 2019 – 2024
Table 223: MEA AI Chipsets Market by Industry Vertical 2019 – 2024
Table 224: MEA AI Chipsets Market by Healthcare Application 2019 – 2024
Table 225: MEA AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 226: MEA AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 227: MEA AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 228: MEA AI Chipsets Market by Consumer Application 2019 – 2024
Table 229: MEA AI Chipsets Market by Marketing Application 2019 – 2024
Table 230: MEA AI Chipsets Market by FinTech Application 2019 – 2024
Table 231: MEA AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 232: MEA AI Chipsets Market by Agriculture Application 2019 – 2024
Table 233: MEA AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 234: MEA AI Chipsets Market by Government and Military Application 2019 – 2024
Table 235: MEA AI Chipsets Market by Human Resource Application 2019 – 2024
Table 236: MEA AI Chipsets Market by Legal Application 2019 – 2024
Table 237: MEA AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 238: MEA AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 239: MEA AI Chipsets Market by Logistics Application 2019 – 2024
Table 240: MEA AI Chipsets Market by Education Application 2019 – 2024
Table 241: MEA AI Chipsets Market by AI Sector 2019 – 2024
Table 242: MEA AI Chipsets Market by Country 2019 – 2024
Table 243: Latin America AI Chipsets Market by Segment 2019 – 2024
Table 244: Latin America AI Chipsets Market by Hardware Type 2019 – 2024
Table 245: Latin America AI Chipsets Market by Product Type 2019 – 2024
Table 246: Latin America AI Chipsets Product Market by Technology Type 2019 – 2024
Table 247: Latin America AI Chipsets Market by Processors Type 2019 – 2024
Table 248: Latin America AI Chipsets Software Market by AI Technology 2019 – 2024
Table 249: Latin America AI Chipsets Software Market by ML Technology 2019 – 2024
Table 250: Latin America AI Chipsets Market by Service Type 2019 – 2024
Table 251: Latin America AI Chipsets Market by Professional Service Type 2019 – 2024
Table 252: Latin America AI Chipsets Market by Deployment Platform 2019 – 2024
Table 253: Latin America AI Chipsets Market by IoT Device Type 2019 – 2024
Table 254: Latin America AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 255: Latin America AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 256: Latin America AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 257: Latin America AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 258: Latin America AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 259: Latin America AI Chipsets Market by Security Device Type 2019 – 2024
Table 260: Latin America AI Chipsets Market by Network Device Type 2019 – 2024
Table 261: Latin America AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 262: Latin America AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 263: Latin America AI Chipsets Market by Military Device Type 2019 – 2024
Table 264: Latin America AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 265: Latin America AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 266: Latin America AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 267: Latin America AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 268: Latin America AI Chipsets Market by Application Type 2019 – 2024
Table 269: Latin America AI Chipsets Market by Industry Vertical 2019 – 2024
Table 270: Latin America AI Chipsets Market by Healthcare Application 2019 – 2024
Table 271: Latin America AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 272: Latin America AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 273: Latin America AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 274: Latin America AI Chipsets Market by Consumer Application 2019 – 2024
Table 275: Latin America AI Chipsets Market by Marketing Application 2019 – 2024
Table 276: Latin America AI Chipsets Market by FinTech Application 2019 – 2024
Table 277: Latin America AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 278: Latin America AI Chipsets Market by Agriculture Application 2019 – 2024
Table 279: Latin America AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 280: Latin America AI Chipsets Market by Government and Military Application 2019 – 2024
Table 281: Latin America AI Chipsets Market by Human Resource Application 2019 – 2024
Table 282: Latin America AI Chipsets Market by Legal Application 2019 – 2024
Table 283: Latin America AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 284: Latin America AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 285: Latin America AI Chipsets Market by Logistics Application 2019 – 2024
Table 286: Latin America AI Chipsets Market by Education Application 2019 – 2024
Table 287: Latin America AI Chipsets Market by AI Sector 2019 – 2024
Table 288: Latin America AI Chipsets Market by Country 2019 – 2024
Table 289: Global AI Chipsets Deployment by Segment 2019 – 2024
Table 290: Global AI Chipsets Deployment by Product Type 2019 – 2024
Table 291: Global AI Chipsets Deployment by Technology Type 2019 – 2024
Table 292: Global AI Chipsets Deployment by Processors Type 2019 – 2024
Table 293: Global AI Chipsets Deployment by Platform 2019 – 2024
Table 294: Global AI Chipsets Deployment by IoT Device Type 2019 – 2024
Table 295: Global AI Chipsets Deployment by Wearable Device Type 2019 – 2024
Table 296: Global AI Chipsets Deployment by Medical and Healthcare Device Type 2019 – 2024
Table 297: Global AI Chipsets Deployment by Smart Appliances Type 2019 – 2024
Table 298: Global AI Chipsets Deployment by Industrial Machine Type 2019 – 2024
Table 299: Global AI Chipsets Deployment by Entertainment Device Type 2019 – 2024
Table 300: Global AI Chipsets Deployment by Security Device Type 2019 – 2024
Table 301: Global AI Chipsets Deployment by Network Device Type 2019 – 2024
Table 302: Global AI Chipsets Deployment by Connected Vehicle Device Type 2019 – 2024
Table 303: Global AI Chipsets Deployment by Smart Grid Device Type 2019 – 2024
Table 304: Global AI Chipsets Deployment by Military Device Type 2019 – 2024
Table 305: Global AI Chipsets Deployment by Energy Management Device Type 2019 – 2024
Table 306: Global AI Chipsets Deployment by Agriculture Specific Device Type 2019 – 2024
Table 307: Global AI Chipsets Deployment by Non-IoT Device Type 2019 – 2024
Table 308: Global AI Chipsets Deployment by IoT “Things” Type 2019 – 2024
Table 309: Global AI Chipsets Deployment by AI Technology Type 2019 – 2024
Table 310: Global AI Chipsets Deployment by ML Technology 2019 – 2024
Table 311: Global AI Chipsets Deployment by Application Type 2019 – 2024
Table 312: Global AI Chipsets Deployment by Industry Vertical 2019 – 2024
Table 313: Global AI Chipsets Deployment by Price Range 2019 – 2024
Table 314: AI Chipsets Deployment by Region 2019 – 2024
Table 315: North America AI Chipsets Deployment by Country 2019 – 2024
Table 316: Europe AI Chipsets Deployment by Country 2019 – 2024
Table 317: APAC AI Chipsets Deployment by Country 2019 – 2024
Table 318: MEA AI Chipsets Deployment by Country 2019 – 2024
Table 319: Latin America AI Chipsets Deployment by Country 2019 – 2024

Cognitive Informatics Market by Technology, Solution (Smart Data, Self-Adaptive Software, Self-Correcting Infrastructure, Cognitive Analytics), Sector (Consumer, Enterprise, Industrial, Government), Industry Vertical, and Region 2019 – 20241.0 Executive Summary

2.0 Introduction

2.1 Defining Cognitive Informatics
2.2 Cognitive Systems and Cognitive Computing
2.3 Cognitive Computing vs. Artificial Intelligence
2.4 Abstract Intelligence
2.5 Cognitive Learning System
2.6 Stakeholder Analysis
2.7 Market Trends

3.0 Technologies and Applications

3.1 Core Technologies
3.1.1 Machine Learning and Deep Learning
3.1.2 Facial Detection and Recognition
3.1.3 Emotion Detection
3.1.4 Natural Language Processing
3.1.5 Logical Reasoning
3.1.6 Pattern Recognition and Neural Networks
3.2 Machine Learning APIs
3.3 Cognitive Agent and Information Retrieval
3.4 Cognitive Communication
3.5 Conversational User Interface
3.6 Data Science and Predictive Analytics
3.7 Artificial general Intelligence and Cloud Deployment
3.8 Integrated Technologies and Solutions
3.8.1 Edge Computing and 5G Network
3.8.2 IoT and Smart Workplace Solution
3.8.3 Blockchain Network
3.8.4 Intent Driven Networking
3.9 Cognitive Solutions and Services
3.10 Potential Application Horizon
3.11 Cognitive Informatics Use Cases
3.11.1 Cognitive Texture
3.11.2 Biometric
3.11.3 Multimedia
3.11.4 Web Design and Development
3.11.5 Bioinformatics
3.11.6 Biomedicine and Healthcare
3.11.7 Interactive Clinical System
3.11.8 Nursing Technology Design

4.0 Company Analysis

4.1 Apple
4.2 Attivio
4.3 Amazon
4.4 Baidu
4.5 BMC Software
4.6 Clarifai
4.7 Cognitivescale
4.8 Enterra Solutions
4.9 Expert System
4.10 Folio3 Software
4.11 Fusion Informatics
4.12 Google
4.13 IBM
4.14 Inbenta
4.15 Ipsoft
4.16 Kairos
4.17 Megvii
4.18 Microsoft
4.19 Nokia
4.20 Nuance Communications
4.21 Oracle
4.22 Palantir Technologies
4.23 Qualcomm Technologies
4.24 Saffron Technology
4.25 SAP
4.26 SAS
4.27 Squirro
4.28 TCS
4.29 Deloitte
4.30 Vicarious FPC
4.31 SparkCognition Inc.
4.32 Numenta

5.0 Cognitive Informatics Market Analysis and Forecasts

5.1 Global Cognitive Informatics Market 2019 – 2024
5.1.1 Aggregated Cognitive Informatics Market Value 2019 – 2024
5.1.2 Cognitive Informatics Market by Technology 2019 – 2024
5.1.3 Cognitive Informatics Market by Solution and Service 2019 – 2024
5.1.4 Cognitive Informatics Market by Application 2019 – 2024
5.1.5 Cognitive Informatics Market by Sector 2019 – 2024
5.1.6 Cognitive Informatics Market by Deployment 2019 – 2024
5.1.6.1 Cognitive Informatics Market by Cloud Deployment 2019 – 2024
5.1.7 Cognitive Informatics Market by Organization Type 2019 – 2024
5.1.8 Cognitive Informatics Market by Industry Vertical 2019 – 2024
5.1.9 Cognitive Informatics in 5G 2019 – 2024
5.1.10 Cognitive Informatics in Edge Computing 2019 – 2024
5.1.11 Blockchain in Cognitive Informatics 2019 – 2024
5.1.12 Market in IoT Network 2019 – 2024
5.1.13 Cognitive Informatics Market in Intent Driven Networking 2019 – 2024
5.1.14 Cognitive Informatics Market in Smart Workplace 2019 – 2024
5.2 Regional Cognitive Informatics Market 2019 – 2024
5.2.1 Cognitive Informatics Market by Industry Vertical
5.2.2 North America Cognitive Informatics Market Forecast 2019 – 2024
5.2.3 Europe Cognitive Informatics Market Forecast 2019 – 2024
5.2.4 Asia Pacific Cognitive Informatics Market Forecast 2019 – 2024
5.2.5 Latin America Cognitive Informatics Market Forecast 2019 – 2024
5.2.6 Middle East and Africa Cognitive Informatics Market Forecast 2019 – 2024

6.0 Conclusions and Recommendations

6.1 Advertisers and Media Companies
6.2 Artificial Intelligence Providers
6.3 Automotive Companies
6.4 Broadband Infrastructure Providers
6.5 Communication Service Providers
6.6 Computing Companies
6.7 Data Analytics Providers
6.8 Immersive Technology (AR, VR, and MR) Providers
6.9 Networking Equipment Providers
6.10 Networking Security Providers
6.11 Semiconductor Companies
6.12 IoT Suppliers and Service Providers
6.13 Software Providers
6.14 Smart City System Integrators
6.15 Automation System Providers
6.16 Social Media Companies
6.17 Workplace Solution Providers
6.18 Enterprise and Government

Figures

Figure 1: Cognitive Informatics Structure
Figure 2: Cognitive System Architecture
Figure 3: Cognitive Computing Framework
Figure 4: Cognitive Learning Model of the Brain
Figure 5: Biometric Face Recognition Framework
Figure 6: Emotion Detection System
Figure 7: Cognitive Agent Architecture
Figure 8: Information Retrieval Process
Figure 9: AI Predictive Analytics Layer
Figure 10: Global Cognitive Informatics Market 2019 – 2024
Figure 11: Global Cognitive Informatics Market in 5G 2019 – 2024
Figure 12: Global Cognitive Informatics Market in Edge Computing 2019 – 2024
Figure 13: Global Cognitive Informatics Market in Blockchain Network 2019 – 2024
Figure 14: Global Cognitive Informatics Market in IoT Network 2019 – 2024
Figure 15: Global Cognitive Informatics Market in Intent Driven Network 2019 – 2024
Figure 16: Global Cognitive Informatics Market in Smart Workplace Solution 2019 – 2024

Tables

Table 1: Global Cognitive Informatics Market by Technology 2019 – 2024
Table 2: Global Cognitive Informatics Market by Solution and Service 2019 – 2024
Table 3: Global Cognitive Informatics Market by Application 2019 – 2024
Table 4: Global Cognitive Informatics Market by Sector 2019 – 2024
Table 5: Global Cognitive Informatics Market by Deployment 2019 – 2024
Table 6: Global Cognitive Informatics Market by Cloud Deployment 2019 – 2024
Table 7: Global Cognitive Informatics Market by Organization Type 2019 – 2024
Table 8: Global Cognitive Informatics Market by Industry Vertical 2019 – 2024
Table 9: Cognitive Informatics Market by Region 2019 – 2024
Table 10: North America Cognitive Informatics Market by Technology 2019 – 2024
Table 11: North America Cognitive Informatics Market by Solution and Service 2019 – 2024
Table 12: North America Cognitive Informatics Market by Application 2019 – 2024
Table 13: North America Cognitive Informatics Market by Sector 2019 – 2024
Table 14: North America Cognitive Informatics Market by Deployment 2019 – 2024
Table 15: North America Cognitive Informatics Market by Cloud Deployment 2019 – 2024
Table 16: North America Cognitive Informatics Market by Organization Type 2019 – 2024
Table 17: North America Cognitive Informatics Market by Industry Vertical 2019 – 2024
Table 18: North America Cognitive Informatics Market by Country 2019 – 2024
Table 19: Europe Cognitive Informatics Market by Technology 2019 – 2024
Table 20: Europe Cognitive Informatics Market by Solution and Service 2019 – 2024
Table 21: Europe Cognitive Informatics Market by Application 2019 – 2024
Table 22: Europe Cognitive Informatics Market by Sector 2019 – 2024
Table 23: Europe Cognitive Informatics Market by Deployment 2019 – 2024
Table 24: Europe Cognitive Informatics Market by Cloud Deployment 2019 – 2024
Table 25: Europe Cognitive Informatics Market by Organization Type 2019 – 2024
Table 26: Europe Cognitive Informatics Market by Industry Vertical 2019 – 2024
Table 27: Europe Cognitive Informatics Market by Country 2019 – 2024
Table 28: APAC Cognitive Informatics Market by Technology 2019 – 2024
Table 29: APAC Cognitive Informatics Market by Solution and Service 2019 – 2024
Table 30: APAC Cognitive Informatics Market by Application 2019 – 2024
Table 31: APAC Cognitive Informatics Market by Sector 2019 – 2024
Table 32: APAC Cognitive Informatics Market by Deployment 2019 – 2024
Table 33: APAC Cognitive Informatics Market by Cloud Deployment 2019 – 2024
Table 34: APAC Cognitive Informatics Market by Organization Type 2019 – 2024
Table 35: APAC Cognitive Informatics Market by Industry Vertical 2019 – 2024
Table 36: APAC Cognitive Informatics Market by Country 2019 – 2024
Table 37: Latin America Cognitive Informatics Market by Technology 2019 – 2024
Table 38: Latin America Cognitive Informatics Market by Solution and Service 2019 – 2024
Table 39: Latin America Cognitive Informatics Market by Application 2019 – 2024
Table 40: Latin America Cognitive Informatics Market by Sector 2019 – 2024
Table 41: Latin America Cognitive Informatics Market by Deployment 2019 – 2024
Table 42: Latin America Cognitive Informatics Market by Cloud Deployment 2019 – 2024
Table 43: Latin America Cognitive Informatics Market by Organization Type 2019 – 2024
Table 44: Latin America Cognitive Informatics Market by Industry Vertical 2019 – 2024
Table 45: Latin America Cognitive Informatics Market by Country 2019 – 2024
Table 46: MEA Cognitive Informatics Market by Technology 2019 – 2024
Table 47: MEA Cognitive Informatics Market by Solution and Service 2019 – 2024
Table 48: MEA Cognitive Informatics Market by Application 2019 – 2024
Table 49: MEA Cognitive Informatics Market by Sector 2019 – 2024
Table 50: MEA Cognitive Informatics Market by Deployment 2019 – 2024
Table 51: MEA Cognitive Informatics Market by Cloud Deployment 2019 – 2024
Table 52: MEA Cognitive Informatics Market by Organization Type 2019 – 2024
Table 53: MEA Cognitive Informatics Market by Industry Vertical 2019 – 2024
Table 54: MEA Cognitive Informatics Market by Country 2019 – 2024

Companies Mentioned

24/7.ai Inc.
3M
AB Electrolux
ABB Ltd.
Accedian
Adapteva Inc.
Adidas
Advanced Micro Devices Inc.
Agent.ai
AIBrian Inc.
Alibaba Group
Alluvium
Almotive
Amazon Inc.
Analog Devices Inc.
AnotherBrain
AOL
API.AI
Apple Inc.
Applied Materials Inc.
AppNeta
ARM Limited
Aruba Network
Arundo Analytics
Arvato SCM Solutions
Atmel Corporation
Attivio
Augury Systems
Avaya Inc.
Axis Communications AB
Ayasdi
Ayla Networks Inc.
BAE Systems
Baidu Inc.
Barefoot Networks
BASF
Basware
Bigml Inc.
Bitmain Technologies Inc.
BMC Software
BMW
BrainChip Holdings
Brighterion Inc.
Broadcom Corporation
Buddy
C. H.Robinson
C3 IoT
Cadence Design Systems Inc.
Cainiao Network (Alibaba)
Cambricon Technologies Corporation Limited
Canvass Analytics
C-B4
Cerebras Systems
Chipintelli
Cisco Systems
Clarifai
ClearMetal
CloudMinds
Coca-Cola Co.
Cognitivescale
Colasoft
Colgate-Palmolive
Comfy
Compuware Corporation
Coupa Software
Cubro
Cumulocity GmBH
Cypress Semiconductor Corp
DeePhi Tech
Dell EMC
Deloitte
Descartes Systems Group
Diageo
Diffbot
Digital Reasoning Systems Inc.
DigitalGenius
DT42
E2open
Echelon Corporation
Enea AB
Enterra Solutions
Epicor Software Corporation
Expert System
Express Logic Inc.
ExtraHop Networks
Extreme Networks
Facebook Inc.
Fair Isaac Corporation
Falkonry
FedEx
Flowmon Networks
FocusMotion
Folio3 Software
Fraight AI
Fujitsu Ltd.
Fusion Informatics
Gemalto N.V.
General Electric
General Electric (GE)
General Electric Co.
General Vision Inc.
Glassbeam
GoodAI
Google Inc.
Gopher Protocol
Graphcore
Groq
Gyrfalcon Technology Inc.
H&M
H2O.ai
Habana
Haier Group Corporation
Helium Systems
HelpSystems
Hewlett Packard Enterprise
HighJump
Home Depot
Honeywell International Inc.
Horizon Robotics
HP Inc.
Huawei Technologies Co. Ltd.
IBM Corporation
Imagimob
Imagination Technologies Limited
Inbenta Technologies Inc.
Inditex.
Infineon Technologies AG
Infor Global Solutions
Infosys Nia
Innodisk
Integrated Device Technology Inc.
Intel Corporation
InteliWISE
Interactor
IPsoft Inc.
Ipswitch
iRobot Corp.
JDA
Johnson & Johnson
Juniper Networks, Inc.
KAI
Kairos
Kalray
Kaseya
Kentik
Kimberly-Clark
Kneron
Knuedge Inc.
Koniku
Koninklijke Philips N.V
KRTKL Inc.
KUKA AG
L’Oréal
Leap Motion Inc.
LG Corporation
LiveAction
LLamasoft, Inc.
Lockheed Martin
Logility
Losant IoT
Maana
Manhattan Associates
Marvell Technology Group Ltd.
MediaTek Inc.
Megvii
Mellanox Technologies
Meya
Micro Focus
Microchip Technology Inc.
Micron Technology
Microsoft Corporation
MicroStrategy Incorporated
Miele
MindMeld
mnubo
MoBagel
Moov
Motion Controls Robotics Inc.
motion.ai
Mythic
Narrative Science Inc.
NEC Corporation
Nervana Systems
Nestlé
NETSCOUT
Neura
Next IT Corporation
Nike
Nokia Corporation
Novo Nordisk
NovuMind
Nuance Communications Inc.
Numenta Inc.
NVIDIA Corporation
NXP Semiconductors N.V.
Omron Adept Technology
OpenAI
Oracle Corporation
Paessler
Palantir Technologies
Panasonic Corporation
Pepper
PepsiCo
PointGrab Ltd.
PredictionIO
Premonition
Presenso
PTC Corporation
QlikTech International AB
Qualcomm Incorporated
Rainbird
Receptiviti
Relex Solution
Renesas Electronics Corporation
Rethink Robotics
Riverbed Technology
Robert Bosch GmbH
Rockchip
Rockwell Automation Inc.
Rohm Semiconductor
Saffron Technology
Sage
Salesforce Inc.
SambaNova Systems
Samsung Electronics Co Ltd.
SAP
SAS
Schneider Electric
SCM Solutions Corp.
Semtech Corporation
SenseTime
Sentenai
Sentient Technologies Holdings Limited
Sentrian
SevOne
Shanghai Think-Force Electronic Technology Co. Ltd.
Sharp
ShiftPixy
Siemens AG
SK Hynix Inc.
SK Telecom
Skype
SoftBank Robotics Holding Corp.
SolarWinds
SpaceX
SparkCognition Inc.
Splice Machine
Squirro
Starbucks
STMicroelectronics
Symantec Corporation
Synopsys Inc.
Tachyus
Taiwan Semiconductor Manufacturing Company Limited (TSMC)
TCS
Teknowlogi
Tellmeplus
Tencent
Tend.ai
TensorFlow
Tenstorrent Inc.
Terminus
Tesla Inc.
Texas Instruments Inc.
Thethings.io
Thinci
ThinkForce
Toshiba Corporation
Tuya Smart
Twitter
Unilever
Uptake
Vathys
VeriSilicon Limited
Veros Systems Inc.
VIAVI Solutions
Vicarious
Vital AI
Walmart
Wave Computing
Western Digital
Whirlpool Corporation
Wind River Systems Inc.
Wipro HOLMES
Wit.ai
X.ai
Xiaomi Technology Co. Ltd.
XILINX Inc.
Yahoo
Zebra Medical Vision Inc.
Zoho Corporation (ManageEngine)
ZTE Corporation

Methodology

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License	Format	Properties	Price
SINGLE USER LICENSE PDF	The product is a PDF.	This is a single user license, allowing one user access to the product.	€8757EUR$9,000USD£7,502GBP
1 - 5 USER LICENSE PDF	The product is a PDF.	This is a 1-5 user license, allowing up to five users have access to the product.	€9730EUR$10,000USD£8,335GBP
SITE LICENSE PDF	The product is a PDF.	This is a site license, allowing all users within a given geographical location of your organization access to the product.	€10703EUR$11,000USD£9,169GBP
ENTERPRISE LICENSE PDF	The product is a PDF.	This is an enterprise license, allowing all employees within your organization access to the product.	€11676EUR$12,000USD£10,002GBP

Artificial Intelligence Solutions and Market Opportunities: AI and Cognitive Computing Technologies, Infrastructure, Capabilities, Leading Apps and Services 2019 – 2024

Table of Contents

Companies Mentioned

Methodology

Table of Contents

Companies Mentioned

Methodology

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