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Physical and Cyber Industrial Convergence: AI, Cloud Robotics, Industrial IoT, Digital Twins and Telerobotics Solutions 2021 - 2026

  • ID: 5314490
  • Report
  • April 2021
  • Region: Global
  • 987 Pages
  • Mind Commerce
Integrated AI, Cloud Robotics, Digital Twins, IIoT and Telerobotics Solutions Represent a Substantial Physical-to-Cyber Convergence Market

FEATURED COMPANIES

  • 24/7.ai Inc.
  • CADFEM GmbH
  • Flowserve
  • Kuka AG
  • Property Boulevard
  • SWIM.AI (US).
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This research evaluates the AI technology and solutions market, including analysis of leading AI vendors, strategies, solutions and applications. This research assesses the state of AI development, implementation, and operation. It analyzes the forecasts AI market sizing for by technology type, deployment method, solution type, network and technology integration, and by industry verticals from 2021 through 2026.

This research also provides an analysis of technologies, leading companies, and solutions. It also provides quantitative analysis including market sizing and forecasts for AIoT infrastructure, services, and specific solutions for the period 2021 through 2026. This research also provides an assessment of the impact of 5G upon AIoT (and vice versa) as well as blockchain and specific solutions such as Data as a Service, Decisions as a Service, and the market for AIoT in smart cities.

This research also assesses the cloud robotics market including technologies, companies, strategies, use cases, and solutions. It provides global and regional forecasts for cloud robotics apps, services, and components from 2021 to 2026. Forecasts include the market outlook for cloud services support of cloud robotics including Infrastructure as a Service (IaaS), Platform as a Service (PaaS), Software as a Service (SaaS), and Robotics as a Service (RaaS). Forecasting for cloud robotics by robot type and deployment model is also included covering Public Cloud, Private Cloud, Hybrid Cloud, and Community Cloud.

This research also evaluates IIoT technologies, companies, applications, services, and solutions. The forecasts include overall global and regional IIoT outlook as well as IIoT by industry vertical, software, hardware, and services for the period 2021 to 2026. This research also evaluates the emerging role of teleoperation and telerobotics in the era of Industry 4.0. Key industry verticals evaluated include education, medical, manufacturing, mining, nuclear/hazardous waste management, and transportation.

Select Report Findings:

  • Global teleoperations/telerobotics market is poised to reach $76.5 billion by 2026
  • Global AI solution market as a whole will reach $227.5B by 2026, growing at 28.6% CAGR
  • Global cloud robotics market will approach $27.5 billion by 2026, growing at 33.1% CAGR
  • Global 5G in the cloud robotics market will reach $8.9 billion by 2026, growing at 79.2% CAGR
  • Global AI market in cloud robotics will reach $17.2 billion by 2026, growing at 59.4% CAGR
  • Up to 91% of all IoT Platforms will contain some form of digital twinning capability by 2026
  • Total global IIoT market will reach $912.7B by 2026, driven by manufacturing and healthcare
  • Global unsupervised machine learning market will reach $13.9 by 2026, growing at 21.8% CAGR
  • IIoT DaaS market for enterprise and industrial segments will reach $10.4 billion globally by 2026
  • Digital twinning will become a core feature/functionality for IoT application enablement by 2026

A massive transformation is underway with the convergence of Artificial Intelligence (AI), Cloud infrastructure and processes, advanced Robotics, and IoT enabled Digital Twinning. A digital twin represents a cyber-world duplicate of a real-world object, which can be virtually any type of object ranging from industrial equipment to a physical product. The combination of AI, Cloud Robotics, Industrial IoT technologies, and Digital Twinning is poised to transform manufacturing to an entirely new level in terms of operational oversight, control, and innovation.

Both industrial processes, as well as the entire product life-cycle for many industries, will be transformed as the distance between production and usage is significantly minimized through improved visibility, monitoring, and feedback. Combined with cloud technologies and the “as a service” model, these technologies are enabling virtually every industry to completely rethink, redesign, and redeploy products as value-added services.

The industrial sector is rapidly integrating IIoT solutions with many of the aforementioned technologies. This convergence will have a profound effect on industrial processes as well as create opportunities for product and service transformation. In some cases, entirely new business models will result from integration with broadband wireless and cloud technologies as the “as a service” model transforms many existing products into services. Also, IIoT solutions are evolving from transparency into operations to proactive maintenance and correction.

One clear area of improvement for industrial businesses will be teleoperation and telerobotics as various industries will leverage the ability to control real machines/equipment by virtual objects through master controlling interfaces. We see teleoperations being transformed by digital twin technologies, which refers to the mapping of the physical world to the digital world in which IoT platforms and software are leveraged to create a digital representation of physical objects or assets. The digital twin of a physical object can provide data about the asset such as its physical state and disposition.

Note: Product cover images may vary from those shown

FEATURED COMPANIES

  • 24/7.ai Inc.
  • CADFEM GmbH
  • Flowserve
  • Kuka AG
  • Property Boulevard
  • SWIM.AI (US).

Artificial Intelligence of Things: AIoT Market by Technology and Solutions 2021 - 2026

1.0 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 2021 - 2026
6.1 Global AIoT Market Outlook and Forecasts
6.1.1 Aggregate AIoT Market 2021 - 2026
6.1.2 AIoT Market by Infrastructure and Services 2021 - 2026
6.1.2.1 AIoT Market by Infrastructure Type 2021 - 2026
6.1.2.1.1 AIoT Market by Chipsets Type 2021 - 2026
6.1.2.1.1.1 AIoT Market by 3D Sensing Technology 2021 - 2026
6.1.2.1.1.2 AIoT Market by 3D Sensing Application 2021 - 2026
6.1.2.1.2 AIoT Market by Cloud Infrastructure Type 2021 - 2026
6.1.2.2 AIoT Market by Software and Platform 2021 - 2026
6.1.2.2.1 AIoT Market by Analytics Type 2021 - 2026
6.1.2.3 AIoT Market by Service Type 2021 - 2026
6.1.2.3.1 AIoT Market by Professional Service Type 2021 - 2026
6.1.3 AIoT Market by AI Technology 2021 - 2026
6.1.4 AIoT Market by Application 2021 - 2026
6.1.5 AIoT in Consumer, Enterprise, Industrial, and Government 2021 - 2026
6.1.6 AIoT Market in Cities, Suburbs, and Rural Areas 2021 - 2026
6.1.7 AIoT in Smart Cities 2021 - 2026
6.1.8 IoT Data as a Service Market 2021 - 2026
6.1.9 AI Decisions as a Service Market 2021 - 2026
6.1.10 Blockchain Support of AIoT 2021 - 2026
6.1.11 AIoT in 5G Networks 2021 - 2026
6.2 Regional AIoT Markets 2021 - 2026
6.2.1 AIoT Market by Region 2021 - 2026
6.2.1.1 North America AIoT Market 2021 - 2026
6.2.1.2 Asia Pacific AIoT Market 2021 - 2026
6.2.1.3 Europe AIoT Market 2021 - 2026
6.2.1.4 Middle East and Africa AIoT Market 2021 - 2026
6.2.1.5 Latin America AIoT Market 2021 - 2026
6.3 AIoT Unit Deployment 2021 - 2026
6.3.1 Global AIoT Unit Deployment 2021 - 2026
6.3.2 AIoT Unit Deployment by Type 2021 - 2026
6.3.2.1 AIoT Unit Deployment by Infrastructure Type 2021 - 2026
6.3.2.1.1 AIoT Unit Deployment by Chipsets Type 2021 - 2026
6.3.2.1.2 AIoT Unit Deployment by Cloud Type 2021 - 2026
6.3.2.2 AIoT Unit Deployment by Software and Platform Type 2021 - 2026
6.3.3 AIoT Unit Deployment by Region 2021 - 2026
6.3.3.1 North America AIoT Unit Deployment by Country 2021 - 2026
6.3.3.2 Asia Pacific AIoT Unit Deployment by Country 2021 - 2026
6.3.3.3 Europe AIoT Unit Deployment by Country 2021 - 2026
6.3.3.4 Middle East and Africa AIoT Unit Deployment by Country 2021 - 2026
6.3.3.5 Latin America AIoT Unit Deployment by Country 2021 - 2026

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 2021 - 2026
Figure 16: Global Smart City Opportunity in AIoT 2021 - 2026
Figure 17: Global IoT Data as a Service Market in AIoT 2021 - 2026
Figure 18: Global AI Decision as a Service Market in AIoT 2021 - 2026
Figure 19: Global Blockchain Driven AIoT Market 2021 - 2026
Figure 20: Global 5G Driven AIoT Market 2021 - 2026
Figure 21: North America Smart City Opportunity in AIoT 2021 - 2026
Figure 22: North America IoT Data as a Service Market in AIoT 2021 - 2026
Figure 23: North America AI Decision as a Service Market in AIoT 2021 - 2026
Figure 24: North America Blockchain Driven AIoT Market 2021 - 2026
Figure 25: North America 5G Driven AIoT Market 2021 - 2026
Figure 26: APAC Smart City Opportunity in AIoT 2021 - 2026
Figure 27: APAC IoT Data as a Service Market in AIoT 2021 - 2026
Figure 28: APAC AI Decision as a Service Market in AIoT 2021 - 2026
Figure 29: APAC Blockchain Driven AIoT Market 2021 - 2026
Figure 30: APAC 5G Driven AIoT Market 2021 - 2026
Figure 31: Europe Smart City Opportunity in AIoT 2021 - 2026
Figure 32: Europe IoT Data as a Service Market in AIoT 2021 - 2026
Figure 33: Europe AI Decision as a Service Market in AIoT 2021 - 2026
Figure 34: Europe Blockchain Driven AIoT Market 2021 - 2026
Figure 35: Europe 5G Driven AIoT Market 2021 - 2026
Figure 36: MEA Smart City Opportunity in AIoT 2021 - 2026
Figure 37: MEA IoT Data as a Service Market in AIoT 2021 - 2026
Figure 38: MEA AI Decision as a Service Market in AIoT 2021 - 2026
Figure 39: MEA Blockchain Driven AIoT Market 2021 - 2026
Figure 40: MEA 5G Driven AIoT Market 2021 - 2026
Figure 41: Latin America Smart City Opportunity in AIoT 2021 - 2026
Figure 42: Latin America IoT Data as a Service Market in AIoT 2021 - 2026
Figure 43: Latin America AI Decision as a Service Market in AIoT 2021 - 2026
Figure 44: Latin America Blockchain Driven AIoT Market 2021 - 2026
Figure 45: Latin America 5G Driven AIoT Market 2021 - 2026
Figure 46: Global AIoT Unit Deployment 2021 - 2026

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 2021 - 2026
Table 5: Global AIoT Market by Infrastructure Type 2021 - 2026
Table 6: Global AIoT Market by Chipsets Type 2021 - 2026
Table 7: Global AIoT Market by 3D Sensing Technology 2021 - 2026
Table 8: Global AIoT Market by 3D Sensing Application 2021 - 2026
Table 9: Global AIoT Market by Cloud Type 2021 - 2026
Table 10: Global AIoT Market by Software and Platform Type 2021 - 2026
Table 11: Global AIoT Market by Analytics Type 2021 - 2026
Table 12: Global AIoT Market by Service Type 2021 - 2026
Table 13: Global AIoT Market by Professional Service Type 2021 - 2026
Table 14: Global AIoT Market by Technology 2021 - 2026
Table 15: Global AIoT Market by Application 2021 - 2026
Table 16: Global AIoT Market by Sector 2021 - 2026
Table 17: Global AIoT Market by Population Centers 2021 - 2026
Table 18: Global AIoT Market by Region 2021 - 2026
Table 19: North America AIoT Market by Infrastructure and Services 2021 - 2026
Table 20: North America AIoT Market by Infrastructure Type 2021 - 2026
Table 21: North America AIoT Market by Chipsets Type 2021 - 2026
Table 22: North America AIoT Market by 3D Sensing Technology 2021 - 2026
Table 23: North America AIoT Market by 3D Sensing Application 2021 - 2026
Table 24: North America AIoT Market by Cloud Type 2021 - 2026
Table 25: North America AIoT Market by Software and Platforms 2021 - 2026
Table 26: North America AIoT Market by Analytics Type 2021 - 2026
Table 27: North America AIoT Market by Service Type 2021 - 2026
Table 28: North America AIoT Market by Professional Service Type 2021 - 2026
Table 29: North America AIoT Market by AI Technology 2021 - 2026
Table 30: North America AIoT Market by Application 2021 - 2026
Table 31: North America AIoT Market by Sector 2021 - 2026
Table 32: North America AIoT Market by Population Center 2021 - 2026
Table 33: North America AIoT Market by Country 2021 - 2026
Table 34: APAC AIoT Market by Infrastructure and Services 2021 - 2026
Table 35: APAC AIoT Market by Infrastructure Type 2021 - 2026
Table 36: APAC AIoT Market by Chipsets Type 2021 - 2026
Table 37: APAC AIoT Market by 3D Sensing Technology 2021 - 2026
Table 38: APAC AIoT Market by 3D Sensing Application 2021 - 2026
Table 39: APAC AIoT Market by Cloud Type 2021 - 2026
Table 40: APAC AIoT Market by Software and Platforms 2021 - 2026
Table 41: APAC AIoT Market by Analytics Type 2021 - 2026
Table 42: APAC AIoT Market by Service Type 2021 - 2026
Table 43: APAC AIoT Market by Professional Service Type 2021 - 2026
Table 44: APAC AIoT Market by AI Technology 2021 - 2026
Table 45: APAC AIoT Market by Application 2021 - 2026
Table 46: APAC AIoT Market by Sector 2021 - 2026
Table 47: APAC AIoT Market by Population Center 2021 - 2026
Table 48: APAC AIoT Market by Country 2021 - 2026
Table 49: Europe AIoT Market by Infrastructure and Services 2021 - 2026
Table 50: Europe AIoT Market by Infrastructure Type 2021 - 2026
Table 51: Europe AIoT Market by Chipsets Type 2021 - 2026
Table 52: Europe AIoT Market by 3D Sensing Technology 2021 - 2026
Table 53: Europe AIoT Market by 3D Sensing Application 2021 - 2026
Table 54: Europe AIoT Market by Cloud Type 2021 - 2026
Table 55: Europe AIoT Market by Software and Platforms 2021 - 2026
Table 56: Europe AIoT Market by Analytics Type 2021 - 2026
Table 57: Europe AIoT Market by Service Type 2021 - 2026
Table 58: Europe AIoT Market by Professional Service Type 2021 - 2026
Table 59: Europe AIoT Market by AI Technology 2021 - 2026
Table 60: Europe AIoT Market by Application 2021 - 2026
Table 61: Europe AIoT Market by Sector 2021 - 2026
Table 62: Europe AIoT Market by Population Center 2021 - 2026
Table 63: Europe AIoT Market by Country 2021 - 2026
Table 64: MEA AIoT Market by Infrastructure and Services 2021 - 2026
Table 65: MEA AIoT Market by Infrastructure Type 2021 - 2026
Table 66: MEA AIoT Market by Chipsets Type 2021 - 2026
Table 67: MEA AIoT Market by 3D Sensing Technology 2021 - 2026
Table 68: MEA AIoT Market by 3D Sensing Application 2021 - 2026
Table 69: MEA AIoT Market by Cloud Type 2021 - 2026
Table 70: MEA AIoT Market by Software and Platforms 2021 - 2026
Table 71: MEA AIoT Market by Analytics Type 2021 - 2026
Table 72: MEA AIoT Market by Service Type 2021 - 2026
Table 73: MEA AIoT Market by Professional Service Type 2021 - 2026
Table 74: MEA AIoT Market by AI Technology 2021 - 2026
Table 75: MEA AIoT Market by Application 2021 - 2026
Table 76: MEA AIoT Market by Sector 2021 - 2026
Table 77: MEA AIoT Market by Population Center 2021 - 2026
Table 78: MEA AIoT Market by Country 2021 - 2026
Table 79: Latin America AIoT Market by Type 2021 - 2026
Table 80: Latin America AIoT Market by Infrastructure Type 2021 - 2026
Table 81: Latin America AIoT Market by Chipsets Type 2021 - 2026
Table 82: Latin America AIoT Market by 3D Sensing Technology 2021 - 2026
Table 83: Latin America AIoT Market by 3D Sensing Application 2021 - 2026
Table 84: Latin America AIoT Market by Cloud Type 2021 - 2026
Table 85: Latin America AIoT Market by Software and Platform Type 2021 - 2026
Table 86: Latin America AIoT Market by Analytics Type 2021 - 2026
Table 87: Latin America AIoT Market by Service Type 2021 - 2026
Table 88: Latin America AIoT Market by Professional Service Type 2021 - 2026
Table 89: Latin America AIoT Market by AI Technology 2021 - 2026
Table 90: Latin America AIoT Market by Application 2021 - 2026
Table 91: Latin America AIoT Market by Sector 2021 - 2026
Table 92: Latin America AIoT Market by Population Center 2021 - 2026
Table 93: Latin America AIoT Market by Country 2021 - 2026
Table 94: Global AIoT Unit Deployment by Infrastructure and Services 2021 - 2026
Table 95: Global AIoT Unit Deployment by Infrastructure Type 2021 - 2026
Table 96: Global AIoT Unit Deployment by Chipsets Type 2021 - 2026
Table 97: Global AIoT Unit Deployment by Cloud Type 2021 - 2026
Table 98: Global AIoT Unit Deployment by Software and Platforms 2021 - 2026
Table 99: Global AIoT Unit Deployment by Region 2021 - 2026
Table 100: North America AIoT Unit Deployment by Country 2021 - 2026
Table 101: APAC AIoT Unit Deployment by Country 2021 - 2026
Table 102: Europe AIoT Unit Deployment by Country 2021 - 2026
Table 103: MEA AIoT Unit Deployment by Country 2021 - 2026
Table 104: Latin America AIoT Unit Deployment by Country 2021 - 2026

AI Market by Technology Type, Deployment Method, Solution Type, Integration (Technologies, Networks, and Devices) and Industry Verticals 2021 - 2026

1.0 Executive Summary

2.0 Introduction
2.1 Defining Artificial Intelligence
2.1.1 Artificial General Intelligence
2.1.2 Artificial Super Intelligence
2.1.3 Artificial Intelligence Language
2.1.4 Conversational User Interfaces
2.2 Artificial Intelligence Types
2.3 Artificial Intelligence Systems
2.4 AI Outcomes and Enterprise Benefits
2.5 Cognitive Computing and Swarm Intelligence
2.6 AI Market SWOT Analysis
2.6.1 Market Drivers and Strengths
2.6.2 Market Constraints and Threats
2.6.3 Market Opportunities
2.7 AI Technology Goals
2.8 AI Tools and Approaches
2.9 AI Market Predictions
2.10 AI Market Landscape
2.10.1 Embedded Devices and Things
2.10.2 AI Software and Platforms
2.10.3 AI Component and Chipsets
2.10.4 AI Services and Deployment Options
2.11 AI Patent and Regulatory Framework
2.12 Value Chain Analysis
2.12.1 Artificial Intelligence Companies
2.12.2 IoT Companies and Suppliers
2.12.3 Data Analytics Providers
2.12.4 Connectivity Infrastructure Providers
2.12.5 Components and Chipsets Manufacturers
2.12.6 Software Developers and Data Scientists
2.12.7 End Users
2.13 Competitive Landscape Analysis

3.0 Technology and Application 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
3.2.1 Machine Learning APIs
3.2.2 IBM Watson API
3.2.3 Microsoft Azure Machine Learning API
3.2.4 Google Prediction API
3.2.5 Amazon Machine Learning API
3.2.6 BigML
3.2.7 AT&T Speech API
3.2.8 Wit.ai
3.2.9 AlchemyAPI
3.2.10 Diffbot
3.2.11 PredictionIO
3.2.12 General Application Environment
3.3 AI Technology and Solution Integration
3.3.1 AI in Emotion Detection Solutions
3.3.1.1 Facial Detection APIs
3.3.1.2 Text Recognition APIs
3.3.1.3 Speech Recognition APIs
3.3.2 AI in IoT Applications and Big Data Analytics
3.3.3 AI in Data Science and Predictive Analytics
3.3.4 AI in Edge Computing and 5G Network
3.3.5 AI in Cloud Computing and Machine Learning
3.3.6 AI in Smart Machines and Digital Twin Technologies
3.3.7 AI in Factory Automation and Industry 4.0
3.3.8 AI in Building Automation and the Smart Workplace
3.3.9 AI in Cloud Robotics and Public Security
3.3.10 AI in Self-Driven Networks
3.3.11 AI in Predictive 3D Design
3.4 AI Application Delivery Platforms and Business Models
3.4.1 The Role of AI Software
3.4.2 AI and Machine Learning as a Service
3.5 Enterprise Adoption and AI Investment
3.5.1 Market Leaders in AI Funding and Initiatives
3.5.2 Enterprise AI Drive Productivity Gains
3.6 AI Applications in Industry Verticals
3.6.1 Leading Industry Verticals in AI Solution Implementation
3.6.2 AI Use Cases by Company and Solution

4.0 AI Ecosystem Analysis
4.1 NVidia Corporation
4.2 IBM Corporation
4.3 Intel Corporation
4.4 Samsung Electronics Co Ltd.
4.5 Microsoft Corporation
4.6 Google Inc.
4.7 Baidu Inc.
4.8 Qualcomm Incorporated
4.9 Huawei Technologies Co. Ltd.
4.10 Fujitsu Ltd.
4.11 H2O.ai
4.12 Juniper Networks, Inc.
4.13 Nokia Corporation
4.14 ARM Limited
4.15 Hewlett Packard Enterprise
4.16 Oracle Corporation
4.17 SAP
4.18 Siemens AG
4.19 Apple Inc.
4.20 General Electric
4.21 ABB Ltd.
4.22 LG Electronics
4.23 Koninklijke Philips N.V
4.24 Whirlpool Corporation
4.25 AB Electrolux
4.26 Wind River Systems Inc.
4.27 Cumulocity GmBH
4.28 Digital Reasoning Systems Inc.
4.29 SparkCognition Inc.
4.30 KUKA AG
4.31 Rethink Robotics
4.32 Motion Controls Robotics Inc.
4.33 Panasonic Corporation
4.34 Haier Group Corporation
4.35 Miele
4.36 Next IT Corporation
4.37 Nuance Communications Inc.
4.38 InteliWISE
4.39 Facebook Inc.
4.40 Salesforce
4.41 Amazon Inc.
4.42 SK Telecom
4.43 motion.ai
4.44 Buddy
4.45 AOL Inc.
4.46 Tesla Inc.
4.47 Inbenta Technologies Inc.
4.48 Cisco Systems
4.49 MAANA
4.50 Veros Systems Inc.
4.51 PointGrab Ltd.
4.52 Tellmeplus
4.53 Xiaomi Technology Co. Ltd.
4.54 Leap Motion Inc.
4.55 Atmel Corporation
4.56 Texas Instruments Inc.
4.57 Advanced Micro Devices Inc.
4.58 XILINX Inc.
4.59 Omron Adept Technology
4.60 Gemalto N.V.
4.61 Micron Technology
4.62 SAS Institute Inc.
4.63 AIBrian Inc.
4.64 QlikTech International AB
4.65 MicroStrategy Incorporated
4.66 Brighterion Inc.
4.67 IPsoft Inc.
4.68 24/7.ai Inc.
4.69 General Vision Inc.
4.70 Sentient Technologies Holdings Limited
4.71 Graphcore
4.72 CloudMinds
4.73 Rockwell Automation Inc.
4.74 Tend.ai
4.75 SoftBank Robotics Holding Corp.
4.76 iRobot Corp.
4.77 Lockheed Martin
4.78 Spacex
4.79 Fraight AI
4.80 Infor Global Solutions
4.81 Presenso
4.82 Teknowlogi

5.0 Market Analysis and Forecasts 2021 - 2026
5.1 AI Market
5.2 AI Market by Segment
5.2.1 Hardware
5.2.1.1 Embedded Devices
5.2.1.1.1 Non-IoT Device
5.2.1.1.2 IoT Devices
5.2.1.1.2.1 Wearable Devices
5.2.1.1.2.2 Medical and Healthcare Devices
5.2.1.1.2.3 Smart Appliances
5.2.1.1.2.4 Industrial Machines
5.2.1.1.2.5 Robots and Drones
5.2.1.1.2.6 Service Robots
5.2.1.1.2.7 Entertainment Devices
5.2.1.1.2.8 Security Devices
5.2.1.1.2.9 Networking Devices
5.2.1.1.2.10 In-Vehicle IoT Devices
5.2.1.1.2.11 Smart Grid Devices
5.2.1.1.2.12 Military Devices
5.2.1.1.2.13 Energy Management Devices
5.2.1.1.2.14 Agriculture Specific Devices
5.2.1.2 Embedded IoT Systems
5.2.1.3 Semiconductor Components
5.2.1.3.1 Wearable and Embedded Components
5.2.1.3.1.1 Real-Time Location Systems
5.2.1.3.1.2 Barcode
5.2.1.3.1.3 Barcode Scanner
5.2.1.3.1.4 Barcode Scanner Technology Levels
5.2.1.3.1.5 Barcode Stickers
5.2.1.3.1.6 RFID
5.2.1.3.1.7 RFID Tags
5.2.1.3.1.8 Sensor
5.2.1.3.2 Processors
5.2.2 Software
5.2.2.1 Software Category
5.2.2.1.1 AI Platforms
5.2.3 Services
5.2.3.1 Professional Services
5.3 AI Market by Management Functions
5.4 AI Market by Technology
5.4.1 AI Technology by Major Solution Type
5.4.2 Machine Learning by Solution Type
5.5 AI Market by Industry Vertical
5.5.1 Medical and Healthcare
5.5.2 Manufacturing
5.5.3 Consumer Electronics
5.5.4 Automotive and Transportation
5.5.5 Retail and Apparel
5.5.6 Marketing and Advertising
5.5.7 FinTech
5.5.8 Building and Construction
5.5.9 Agriculture
5.5.10 Security and Surveillance
5.5.11 Government, Military, and Aerospace
5.5.12 Human Resource
5.5.13 Legal and Law
5.5.14 Telecommunication and IT
5.5.15 Oil, Gas, and Mining
5.5.16 Logistics
5.5.17 Education and Instruction
5.6 AI Market by Solution Type
5.7 AI Market by Deployment Method
5.7.1 AI Deployment Options
5.7.2 Private vs. Public Cloud Deployment
5.8 AI Market by AI System
5.9 AI Market by AI Type
5.10 AI Market by Connectivity
5.10.1 Non-Telecom Connectivity
5.10.2 Telecom Connectivity
5.10.3 Connectivity Standards
5.10.4 Enterprise
5.11 AI Market in IoT Networks
5.12 AI Market in IoT Edge Computing
5.13 AI Analytics Market
5.14 AI Market by Intent-Based Networking
5.15 AI Market in Virtualized Infrastructure
5.16 AI Market in 5G Networks
5.17 AI Market in Blockchain Networks
5.18 AI Market by Region
5.18.1 North America AI Market by Country
5.18.2 APAC AI Market by Country
5.18.3 Europe AI Market by Country
5.18.4 MEA AI Market by Country
5.18.5 Larin America AI Market by Country
5.19 AI Embedded Unit Deployment Forecast 2021 - 2026
5.19.1 Overall AI Embedded Unit Deployment
5.19.2 AI Embedded Unit Deployment by Solution
5.19.2.1 Non-IoT Devices
5.19.2.2 IoT Devices
5.19.2.3 IoT Things/Objects
5.19.2.4 IoT Semiconductors
5.19.2.5 Software
5.19.3 IoT Unit Deployment by Region
5.19.3.1 North America
5.19.3.2 Asia Pacific
5.19.3.3 Europe
5.19.3.4 Middle East and Africa
5.19.3.5 Latin America

6.0 Conclusions and Recommendations

Figures

Figure 1: AI Technology Goals and Outcomes
Figure 2: AI Device and Things Matrix
Figure 3: AI Software and Platform Matrix
Figure 4: AI Component and Chipsets Matrix
Figure 5: AI Impact Landscape
Figure 6: AI Vendor Landscape
Figure 7: Supervised, Unsupervised, and Reinforcement Learning
Figure 8: AI Technology Matrix
Figure 9: AI Technology Readiness Matrix
Figure 10: Deep Learning and Emotion AI
Figure 11: AI Predictive Analytics Layer
Figure 12: 5G NR Requirement for AI Network
Figure 13: AI-Driven Smart Machine Landscape
Figure 14: IIoT MLaaS Landscape
Figure 15: AI Smart Workplace Automation Landscape
Figure 16: AI Application Matrix
Figure 17: AI-Driven Enterprise Productivity Gains
Figure 18: AI Supervised Human Worker
Figure 19: AI Industry Application Matrix
Figure 20: Huawei IoT Mushroom PaaS Platform
Figure 21: Presenso Predictive Asset Management Solution
Figure 22: Global AI Market 2021 - 2026
Figure 23: Global AI Market by IoT Edge Computing 2021 - 2026
Figure 24: Global AI Analytics Market 2021 - 2026
Figure 25: Global AI Market by Intent-Based Networking 2021 - 2026
Figure 26: Global AI Market by Virtualization 2021 - 2026
Figure 27: Global AI Market by 5G Network 2021 - 2026
Figure 28: Global AI Market by Blockchain Network 2021 - 2026
Figure 29: Global AI Embedded Unit Deployment 2021 - 2026

Tables

Table 1: AI External Investment 2021 - 2026
Table 2: AI-Driven Economic Transaction Percentage
Table 3: AI Business Analytics Software Percentage
Table 4: AI Self Service Visual Discovery
Table 5: AI Building Security System Percentage
Table 6: AI-Generated Business Content Percentage
Table 7: Intel NAMD System
Table 8: Juniper Networks Product Snapshot
Table 9: Global AI Market by Segments 2021 - 2026
Table 10: Global AI Market by Hardware 2021 - 2026
Table 11: Global AI Market by Embedded Device 2021 - 2026
Table 12: Global AI Market by Non-IoT Device 2021 - 2026
Table 13: Global AI Market by IoT Device 2021 - 2026
Table 14: Global AI Market by Wearable Device 2021 - 2026
Table 15: Global AI Market by Medical and Healthcare Device 2021 - 2026
Table 16: Global AI Market by Smart Appliances 2021 - 2026
Table 17: Global AI Market by Industrial Machines 2021 - 2026
Table 18: Global AI Market by Robots and Drone 2021 - 2026
Table 19: Global AI Market by Service Robots 2021 - 2026
Table 20: Global AI Market by Entertainment Device 2021 - 2026
Table 21: Global AI Market by Security Device 2021 - 2026
Table 22: Global AI Market by Networking Device 2021 - 2026
Table 23: Global AI Market by In-Vehicle IoT Device 2021 - 2026
Table 24: Global AI Market by Smart Grid Device 2021 - 2026
Table 25: Global AI Market by Military Device 2021 - 2026
Table 26: Global AI Market by Energy Management Device 2021 - 2026
Table 27: Global AI Market by Agriculture Specific Device 2021 - 2026
Table 28: Global AI Market by Embedded IoT System 2021 - 2026
Table 29: Global AI Market by Semiconductor Components 2021 - 2026
Table 30: Global AI Market by Wearable and Embedded Components 2021 - 2026
Table 31: Global AI Market by RTLS 2021 - 2026
Table 32: Global AI Market by Barcode 2021 - 2026
Table 33: Global AI Market by Barcode Scanner 2021 - 2026
Table 34: Global AI Market by Barcode Scanner Technology Labels 2021 - 2026
Table 35: Global AI Market by Barcode Stickers 2021 - 2026
Table 36: Global AI Market by RFID 2021 - 2026
Table 37: Global AI Market by RFID Tags 2021 - 2026
Table 38: Global AI Market by Sensors 2021 - 2026
Table 39: Global AI Market by Processors 2021 - 2026
Table 40: Global AI Market by Software 2021 - 2026
Table 41: Global AI Market by Software Category 2021 - 2026
Table 42: Global AI Market by AI Platforms 2021 - 2026
Table 43: Global AI Market by Services 2021 - 2026
Table 44: Global AI Market by Professional Services 2021 - 2026
Table 45: Global AI Market by Management Functions 2021 - 2026
Table 46: Global AI Market by Technology 2021 - 2026
Table 47: Global AI Market by Machine Learning 2021 - 2026
Table 48: Global AI Market by Industry Vertical 2021 - 2026
Table 49: Global AI Market by Medical and Healthcare Application 2021 - 2026
Table 50: Global AI Market by Manufacturing Application 2021 - 2026
Table 51: Global AI Market by Consumer Electronics Application 2021 - 2026
Table 52: Global AI Market by Automotive and Transportation Application 2021 - 2026
Table 53: Global AI Market by Retail and Apparel Application 2021 - 2026
Table 54: Global AI Market by Marketing and Advertising Application 2021 - 2026
Table 55: Global AI Market by FinTech Application 2021 - 2026
Table 56: Global AI Market by Building and Construction Application 2021 - 2026
Table 57: Global AI Market by Agriculture Application 2021 - 2026
Table 58: Global AI Market by Security and Surveillance Application 2021 - 2026
Table 59: Global AI Market by Government, Military, and Aerospace Application 2021 - 2026
Table 60: Global AI Market by Human Resource Application 2021 - 2026
Table 61: Global AI Market by Legal and Law Application 2021 - 2026
Table 62: Global AI Market by Telecommunication and IT Application 2021 - 2026
Table 63: Global AI Market by Oil, Gas, and Mining Application 2021 - 2026
Table 64: Global AI Market by Logistics Application 2021 - 2026
Table 65: Global AI Market by Education and Learning Application 2021 - 2026
Table 66: Global AI Market by Solution 2021 - 2026
Table 67: Global AI Market by Deployment 2021 - 2026
Table 68: Global AI Market by Cloud Deployment 2021 - 2026
Table 69: Global AI Market by AI System 2021 - 2026
Table 70: Global AI Market by AI System 2021 - 2026
Table 71: Global AI Market by Connectivity 2021 - 2026
Table 72: Global AI Market by Non-Telecom Connectivity 2021 - 2026
Table 73: Global AI Market by Telecom Connectivity 2021 - 2026
Table 74: Global AI Market by Connectivity Standard 2021 - 2026
Table 75: Global AI Market by Enterprise 2021 - 2026
Table 76: Global AI Market by IoT Network 2021 - 2026
Table 77: Global AI Market by Region 2021 - 2026
Table 78: North America AI Market by Country 2021 - 2026
Table 79: APAC AI Market by Country 2021 - 2026
Table 80: Europe AI Market by Country 2021 - 2026
Table 81: MEA AI Market by Country 2021 - 2026
Table 82: Latin America AI Market by Country 2021 - 2026
Table 83: Global AI Embedded IoT Unit Deployment by Solution 2021 - 2026
Table 84: Global AI Embedded Unit Deployment by Non-IoT Device 2021 - 2026
Table 85: Global AI Embedded Unit Deployment by IoT Device 2021 - 2026
Table 86: Global AI Embedded Unit Deployment by IoT Things and Objects 2021 - 2026
Table 87: Global AI Embedded Unit Deployment by IoT Semiconductor 2021 - 2026
Table 88: AI Embedded Unit Deployment by Software 2021 - 2026
Table 89: AI Embedded Unit Deployment by Region 2021 - 2026
Table 90: North America AI Embedded Unit Deployment by Leading Country 2021 - 2026
Table 91: APAC AI Embedded Unit Deployment by Leading Country 2021 - 2026
Table 92: Europe AI Embedded Unit Deployment by Leading Country 2021 - 2026
Table 93: MEA AI Embedded Unit Deployment by Leading Country 2021 - 2026
Table 94: Latin America AI Embedded Unit Deployment by Leading Country 2021 - 2026

Cloud Robotics Market by Technology, Robot Type, Hardware, Software, Services, Infrastructure and Cloud Deployment Types, and Industry Verticals 2021 - 2026

1.0 Executive Summary

2.0 Introduction
2.1 Cloud Robotics Overview
2.2 Traditional vs. Cloud Robotics
2.3 Cloud Robotics Architecture
2.3.1 System Architecture
2.3.2 Functional Architecture
2.3.3 Elastic Computing Architecture
2.3.4 Cloud Robotics as a System
2.3.5 Cloud Robotics Prototyping
2.4 Robot Types
2.5 Cloud Technology in Robotics
2.6 Artificial Intelligence Solutions
2.7 Cloud Robotics Connectivity: LTE, 5G, and More
2.8 IoT, Industrial IoT and Cloud Robotics
2.9 Collaborative Robots
2.10 Market Challenges and Opportunities

3.0 Cloud Robotics Enabling Technologies
3.1 Teleoperation
3.2 Cloud Computing
3.3 Edge Computing
3.4 Fifth Generation (5G) Cellular
3.4.1 5G and Robotics
3.4.2 5G and Network Slicing

4.0 Cloud Robotics Ecosystem Analysis
4.1 Market Segmentation
4.2 Ecosystem and Players
4.3 Cloud Robotics Applications
4.4 Anticipated Regional Adoption
4.5 Emerging Cloud Robotics Business Models
4.6 Robotics Production
4.7 Robotics Cost Structure
4.8 Robotics ROI
4.9 Cloud Robotics Intellectual Property
4.10 Research and Development Activities

5.0 Cloud Robotics Market Drivers and Challenges
5.1 Cloud Robotics Market Drivers
5.2 Cloud Robotics Challenges

6.0 Company Analysis
6.1 Rockwell Automation Inc.
6.1.1 Company Profile
6.1.2 Recent Developments
6.2 KUKA AG
6.2.1 Company Profile
6.2.2 Recent Developments
6.3 ABB Group
6.3.1 Company Profile
6.3.2 Recent Developments
6.4 FANUC Corporation
6.4.1 Company Profile
6.4.2 Recent Developments
6.5 Yaskawa Electric Corporation
6.5.1 Company Profile
6.5.2 Recent Developments
6.6 Universal Robots
6.6.1 Company Profile
6.6.2 Recent Developments
6.7 Tend.ai
6.7.1 Company Profile
6.7.2 Recent Developments
6.8 Rapyuta Robotics Co. Ltd.
6.8.1 Company Profile
6.8.2 Recent Developments
6.9 HotBlack Robotics Srl
6.9.1 Company Profile
6.10 Calvary Robotics
6.10.1 Company Profile
6.10.2 Recent Developments
6.11 Motion Controls Robotics Inc.
6.11.1 Company Profile
6.12 Wolf Robotics LLC
6.12.1 Company Profile
6.12.2 Recent Developments
6.13 Tech-Con Automation Inc.
6.13.1 Company Profile
6.14 Matrix Industrial Automation
6.14.1 Company Profile
6.15 Automation IG
6.15.1 Company Profile
6.16 Ortelio Ltd
6.16.1 Company Profile
6.16.2 Recent Developments
6.17 SoftBank Robotics Holding Corp.
6.17.1 Company Profile
6.17.2 Recent Developments
6.18 iRobot Corp.
6.18.1 Company Profile
6.18.2 Recent Developments
6.19 Google Inc.
6.19.1 Company Profile
6.19.2 Recent Developments
6.20 IBM Corporation
6.20.1 Company Profile
6.20.2 Recent Developments
6.21 Microsoft Corporation
6.21.1 Company Profile
6.21.2 Recent Developments
6.22 Ecovacs Robotics Inc.
6.22.1 Company Profile
6.22.2 Recent Developments
6.23 CloudMinds
6.23.1 Company Profile
6.23.2 Recent Developments
6.24 Ozobot & Evollve Inc.
6.24.1 Company Profile
6.24.2 Recent Developments
6.25 Segway Inc. and Ninebot
6.25.1 Company Profile
6.25.2 Recent Developments
6.26 Erle Robotics
6.26.1 Company Profile
6.27 Adept Technology
6.27.1 Company Profile
6.27.2 Recent Developments
6.28 Ekso Bionics
6.28.1 Company Profile
6.28.2 Recent Developments
6.29 Lockheed Martin
6.29.1 Company Profile
6.29.2 Recent Developments
6.30 Mazor Robotics
6.30.1 Company Profile
6.30.2 Recent Developments
6.31 Pv-Kraftwerker
6.31.1 Company Profile
6.32 ReconRobotics Inc.
6.32.1 Company Profile
6.32.2 Recent Developments
6.33 Seegrid
6.33.1 Company Profile
6.33.2 Recent Developments
6.34 SpaceX
6.34.1 Company Profile
6.34.2 Recent Developments

7.0 Cloud Robotics Market Forecast 2021 - 2026
7.1 Global Cloud Robotics Market 2021 - 2026
7.2 Total Cloud Robotics Market
7.3 Cloud Robotics Market by Technology
7.3.1 Cloud Robotics Market by Hardware Type
7.3.1.1 Cloud Robotics Market by Robot Device Type
7.3.1.1.1 Cloud Robotics Market by Stationary Robot Type
7.3.1.1.2 Cloud Robotics Market by Wheeled Robot Type
7.3.1.1.3 Cloud Robotics Market by Legged Robot Type
7.3.1.2 Cloud Robotics Market by Component Type
7.3.2 Cloud Robotics Market by Software Type
7.3.2.1 Cloud Robotics Market by Application Software Type
7.3.2.2 Cloud Robotics Market by Virtual Robot Type
7.3.3 Cloud Robotics Market by Service Type
7.4 Cloud Robotics Market by Implementation Module
7.5 Cloud Robotics Market by Connectivity Technology
7.5.1 Cloud Robotics Market by Cellular Connectivity Technology
7.6 Cloud Robotics Market by Business Model
7.7 Cloud Robotics Market by Deployment Type
7.8 Cloud Robotics Market by Industrial, Enterprise, and Consumer Sectors
7.8.1 Cloud Robotics Market by Industrial Verticals
7.8.2 Cloud Robotics Market by Enterprise Verticals
7.8.3 Cloud Robotics Market by Consumer Verticals
7.8.4 Cloud Robotics Market by Military and Government Solutions
7.9 Artificial Intelligence Market in Cloud Robotics
7.9.1 AI and Embedded Bots Market in Cloud Robotics by Segment
7.9.1.1 AI Software Market in Cloud Robotics by AI Technology
7.10 5G in Cloud Robotics Market
7.10.1 Cloud Robotics by Devices and Software in Support of 5G
7.11 Data Analytics Software Market in Cloud Robotics
7.12 Regional Cloud Robotics Market 2021 - 2026
7.13 Cloud Robotics Markets by Region
7.13.1 North America Cloud Robotics Market 2021 - 2026
7.13.1.1 North America Cloud Robotics by Hardware, Software, and Services
7.13.1.1.1 North America Cloud Robotics by Devices and Components
7.13.1.2 North America Cloud Robotics by Robot Type
7.13.1.3 North America Cloud Robotics by Stationary Robots
7.13.1.4 North America Cloud Robotics by Wheeled Robots
7.13.1.5 North America Cloud Robotics by Legged Robots
7.13.1.6 North America Cloud Robotics by Component Type
7.13.1.7 North America Cloud Robotics by Software Type
7.13.1.8 North America Cloud Robotics by Software Application Type
7.13.1.9 North America Cloud Robotics by Virtual Robot Type
7.13.1.10 North America Cloud Robotics by Service Type
7.13.1.11 North America Cloud Robotics by Implementation Module
7.13.1.12 North America Cloud Robotics by Connectivity
7.13.1.13 North America Cloud Robotics by Infrastructure
7.13.1.14 North America Cloud Robotics by Deployment Type
7.13.1.15 North America Cloud Robotics by Sector
7.13.1.16 North America Cloud Robotics in Industrial Verticals
7.13.1.17 North America Cloud Robotics in Enterprise Verticals
7.13.1.18 North America Cloud Robotics in Consumer Verticals
7.13.1.19 North America Cloud Robotics by Military and Government Solution
7.13.1.20 North America AI Market in Cloud Robotics
7.13.1.21 North America 5G in Cloud Robotics
7.13.1.22 North America Data Analytics in Cloud Robotics
7.13.1.23 North America Cloud Robotics by Country
7.13.2 Europe Cloud Robotics Market 2021 - 2026
7.13.2.1 Europe Cloud Robotics Hardware, Software, and Services
7.13.2.1.1 Europe Cloud Robotics Market by Devices and Components
7.13.2.2 Europe Cloud Robotics by Robot Type
7.13.2.2.1 Europe Cloud Robotics by Stationary Robots
7.13.2.2.2 Europe Cloud Robotics by Wheeled Robots
7.13.2.2.3 Europe Cloud Robotics by Legged Robots
7.13.2.3 Europe Cloud Robotics by Component Type
7.13.2.4 Europe Cloud Robotics by Software Type
7.13.2.5 Europe Cloud Robotics by Software Application Type
7.13.2.6 Europe Cloud Robotics by Virtual Robot Type
7.13.2.7 Europe Cloud Robotics by Service Type
7.13.2.8 Europe Cloud Robotics by Implementation Module
7.13.2.9 Europe Cloud Robotics by Connectivity
7.13.2.10 Europe Cloud Robotics by Infrastructure
7.13.2.11 Europe Cloud Robotics by Deployment Type
7.13.2.12 Europe Cloud Robotics by Sector
7.13.2.12.1 Europe Cloud Robotics by Industrial Verticals
7.13.2.12.2 Europe Cloud Robotics by Enterprise Verticals
7.13.2.12.3 Europe Cloud Robotics by Consumer Verticals
7.13.2.12.4 Europe Cloud Robotics by Military and Government Solution
7.13.2.13 Europe AI Market in Cloud Robotics
7.13.2.14 Europe 5G in Cloud Robotics
7.13.2.15 Europe Data Analytics in Cloud Robotics
7.13.2.16 Europe Cloud Robotics by Leading Country
7.13.3 Asia Pacific Cloud Robotics Market 2021 - 2026
7.13.3.1 Asia Pacific Cloud Robotics Market by Hardware, Software, and Services
7.13.3.2 Asia Pacific Cloud Robotics Market by Devices and Components
7.13.3.3 Asia Pacific Cloud Robotics Market by Robot Type
7.13.3.3.1 Asia Pacific Cloud Robotics Market by Stationary Robots
7.13.3.3.2 Asia Pacific Cloud Robotics Market by Wheeled Robots
7.13.3.3.3 Asia Pacific Cloud Robotics Market by Legged Robots
7.13.3.4 Asia Pacific Cloud Robotics Market by Component Type
7.13.3.5 Asia Pacific Cloud Robotics Market by Software Type
7.13.3.5.1 Asia Pacific Cloud Robotics Market by Software Application Type
7.13.3.5.2 Asia Pacific Cloud Robotics Market by Virtual Robot Type
7.13.3.6 Asia Pacific Cloud Robotics Market by Service Type
7.13.3.7 Asia Pacific Cloud Robotics Market by Implementation Module
7.13.3.8 Asia Pacific Cloud Robotics Market by Connectivity
7.13.3.9 Asia Pacific Cloud Robotics Market by Infrastructure
7.13.3.10 Asia Pacific Cloud Robotics Market by Deployment Type
7.13.3.11 Asia Pacific Cloud Robotics Market by Sector
7.13.3.11.1 Asia Pacific Cloud Robotics in Industrial Verticals
7.13.3.11.2 Asia Pacific Cloud Robotics in Enterprise Verticals
7.13.3.11.3 Asia Pacific Cloud Robotics in Consumer Verticals
7.13.3.11.4 Asia Pacific Cloud Robotics by Military and Government Solution
7.13.3.12 Asia Pacific AI Market in Cloud Robotics
7.13.3.13 Asia Pacific 5G in Cloud Robotics
7.13.3.14 Asia Pacific Data Analytics in Cloud Robotics Market
7.13.3.15 Asia Pacific Cloud Robotics Market by Leading Country
7.13.4 Middle East and Africa Cloud Robotics Market 2021 - 2026
7.13.4.1 Middle East and Africa Cloud Robotics Market by Hardware, Software, and Services
7.13.4.2 Middle East and Africa Cloud Robotics Market by Devices and Components
7.13.4.3 Middle East and Africa Cloud Robotics Market by Robot Type
7.13.4.4 Middle East and Africa Cloud Robotics Market by Stationary Robots
7.13.4.5 Middle East and Africa Cloud Robotics Market by Wheeled Robots
7.13.4.6 Middle East and Africa Cloud Robotics Market by Legged Robots
7.13.4.7 Middle East and Africa Cloud Robotics Market by Component Type
7.13.4.8 Middle East and Africa Cloud Robotics Market by Software Type
7.13.4.9 Middle East and Africa Cloud Robotics Market by Software Application Type
7.13.4.10 Middle East and Africa Cloud Robotics Market by Virtual Robot Type
7.13.4.11 Middle East and Africa Cloud Robotics Market by Service Type
7.13.4.12 Middle East and Africa Cloud Robotics Market by Implementation Module
7.13.4.13 Middle East and Africa Cloud Robotics Market by Connectivity
7.13.4.14 Middle East and Africa Cloud Robotics Market by Infrastructure
7.13.4.15 Middle East and Africa Cloud Robotics Market by Deployment Type
7.13.4.16 Middle East and Africa Cloud Robotics by Sector
7.13.4.17 Middle East and Africa Cloud Robotics by Industrial Vertical
7.13.4.18 Middle East and Africa Cloud Robotics by Enterprise Vertical
7.13.4.19 Middle East and Africa Cloud Robotics by Consumer Vertical
7.13.4.20 Middle East and Africa Cloud Robotics by Military and Government Solution
7.13.4.21 Middle East and Africa AI Market in Cloud Robotics
7.13.4.22 Middle East and Africa 5G in Cloud Robotics
7.13.4.23 Middle East and Africa Data Analytics in Cloud Robotics
7.13.4.24 Middle East and Africa Cloud Robotics Leading Country
7.13.5 Latin America Cloud Robotics Market 2021 - 2026
7.13.5.1 Latin America Cloud Robotics Market by Hardware, Software, and Services
7.13.5.2 Latin America Cloud Robotics Market by Devices and Components
7.13.5.3 Latin America Cloud Robotics Market by Robot Type
7.13.5.3.1 Latin America Cloud Robotics by Stationary Robots
7.13.5.3.2 Latin America Cloud Robotics Market by Wheeled Robots
7.13.5.3.3 Latin America Cloud Robotics Market by Legged Robots
7.13.5.4 Latin America Cloud Robotics Market by Component Type
7.13.5.5 Latin America Cloud Robotics Market by Software Type
7.13.5.5.1 Latin America Cloud Robotics Market by Software Application Type
7.13.5.5.2 Latin America Cloud Robotics Market by Virtual Robot Type
7.13.5.5.3 Latin America Cloud Robotics Market by Service Type
7.13.5.5.4 Latin America Cloud Robotics Market by Implementation Module
7.13.5.5.5 Latin America Cloud Robotics Market by Connectivity
7.13.5.5.6 Latin America Cloud Robotics Market by Infrastructure
7.13.5.5.7 Latin America Cloud Robotics Market by Deployment Type
7.13.5.5.8 Latin America Cloud Robotics Market by Sector
7.13.5.5.9 Latin America Cloud Robotics Market by Industrial Vertical
7.13.5.5.10 Latin America Cloud Robotics Market by Enterprise Vertical
7.13.5.5.11 Latin America Cloud Robotics Market by Consumer Vertical
7.13.5.5.12 Latin America Cloud Robotics Market by Military and Government Solution
7.13.5.5.13 Latin America AI Market in Cloud Robotics
7.13.5.5.14 Latin America 5G in Cloud Robotics
7.13.5.5.15 Latin America Data Analytics in Cloud Robotics
7.13.5.5.16 Latin America Cloud Robotics Market by Leading Country
7.14 Robotics Unit Shipments Globally 2021 - 2026
7.15 Global Robot Unit Shipments 2021 - 2026
7.15.1 Global Robot Unit Shipment by Robot Type 2021 - 2026
7.15.1.1 Global Robot Unit Shipment by Stationary Robot Type 2021 - 2026
7.15.1.2 Global Robot Unit Shipment by Wheeled Robot Type 2021 - 2026
7.15.1.3 Global Robot Unit Shipment by Legged Robot Type 2021 - 2026
7.15.1.4 Global Robot Unit Shipment by Application 2021 - 2026
7.15.1.5 Global Robot Unit Shipment by Industrial Application Sector 2021 - 2026
7.15.1.6 Global Robot Unit Shipment by Enterprise Application Sector 2021 - 2026
7.15.1.7 Global Robot Unit Shipment by Consumer Application Sector 2021 - 2026
7.15.1.8 Global Robot Unit Shipment by Military and Government Application Sector 2021 - 2026
7.16 Robot Unit Shipments by Region 2021 - 2026
7.16.1 North America Robot Unit Shipment by Country 2021 - 2026
7.16.2 Europe Robot Unit Shipment by Country 2021 - 2026
7.16.3 APAC Robot Unit Shipment by Country 2021 - 2026
7.16.4 MEA Robot Unit Shipment by Country 2021 - 2026
7.16.5 Latin America Robot Unit Shipment by Country 2021 - 2026

8.0 Drone Market Analysis and Forecasts 2021 - 2026
8.1 Global Drone Market Revenue Forecasts 2021 - 2026
8.1.1 Global Drone Market Size
8.1.2 Global Commercial Unmanned Aerial Vehicles Market Size
8.2 Commercial Drone Market by Segments
8.2.1 Commercial Drones Market by Product Type
8.2.2 Commercial Drone Market by Technology
8.2.3 Commercial Drone Market by Application Vertical
8.3 Regional Drone Market Revenue Forecasts 2021 - 2026
8.3.1 Commercial Drone Market by Region
8.3.1.1 North America Commercial Drones Market by Country
8.3.1.2 Europe Commercial Drone Market by Country
8.3.1.3 Asia Pacific Commercial Drone Market by Country
8.3.1.4 Latin America Commercial Drones Market by Country
8.3.1.5 Middle East & Africa Commercial Drone Market by Country
8.4 Drone Revenue Forecasts by Country 2021 - 2026
8.4.1 USA Revenue Forecast
8.4.1.1 USA Commercial Drone Market by Segment
8.4.1.2 USA Commercial Drone Market by Product
8.4.1.3 USA Commercial Drone Market by Technology
8.4.1.4 USA Commercial Drone Market by Application Vertical
8.4.2 Canada Revenue Forecast
8.4.2.1 Canada Commercial Drone Market by Segment
8.4.2.2 Canada Commercial Drone Market by Product
8.4.2.3 Canada Commercial Drone Market by Technology
8.4.2.4 Canada Commercial Drone Market by Application Vertical
8.4.3 Mexico Revenue Forecast
8.4.3.1 Mexico Commercial Drone Market by Segment
8.4.3.2 Mexico Commercial Drone Market by Product
8.4.3.3 Mexico Commercial Drone Market by Technology
8.4.3.4 Mexico Commercial Drone Market by Application Vertical
8.4.4 UK Revenue Forecast
8.4.4.1 UK Commercial Drone Market by Segment
8.4.4.2 UK Commercial Drone Market by Product
8.4.4.3 UK Commercial Drone Market by Technology
8.4.4.4 UK Commercial Drone Market by Application Vertical
8.4.5 Germany Revenue Forecast
8.4.5.1 Germany Commercial Drone Market by Segment
8.4.5.2 Germany Commercial Drone Market by Product
8.4.5.3 Germany Commercial Drone Market by Technology
8.4.5.4 Germany Commercial Drone Market by Application Vertical
8.4.6 France Revenue Forecast
8.4.6.1 France Commercial Drone Market by Segment
8.4.6.2 France Commercial Drone Market by Product
8.4.6.3 France Commercial Drone Market by Technology
8.4.6.4 France Commercial Drone Market by Application Vertical
8.4.7 Italy Revenue Forecast
8.4.7.1 Italy Commercial Drone Market by Segment
8.4.7.2 Italy Commercial Drone Market by Product
8.4.7.3 Italy Commercial Drone Market by Technology
8.4.7.4 Italy Commercial Drone Market by Application Vertical
8.4.8 China Revenue Forecast
8.4.8.1 China Commercial Drone Market by Segment
8.4.8.2 China Commercial Drone Market by Product
8.4.8.3 China Commercial Drone Market by Technology
8.4.8.4 China Commercial Drone Market by Application Vertical
8.4.9 Japan Revenue Forecast
8.4.9.1 Japan Commercial Drone Market by Segment
8.4.9.2 Japan Commercial Drone Market by Product
8.4.9.3 Japan Commercial Drone Market by Technology
8.4.9.4 Japan Commercial Drone Market by Application Vertical
8.4.10 India Revenue Forecast
8.4.10.1 India Commercial Drone Market by Segment
8.4.10.2 India Commercial Drone Market by Product
8.4.10.3 India Commercial Drone Market by Technology
8.4.10.4 India Commercial Drone Market by Application Vertical
8.4.11 Australia Revenue Forecast
8.4.11.1 Australia Commercial Drone Market by Segment
8.4.11.2 Australia Commercial Drone Market by Product
8.4.11.3 Australia Commercial Drone Market by Technology
8.4.11.4 Australia Commercial Drone Market by Application Vertical
8.4.12 New Zealand Revenue Forecast
8.4.12.1 New Zealand Commercial Drone Market by Segment
8.4.12.2 New Zealand Commercial Drone Market by Product
8.4.12.3 New Zealand Commercial Drone Market by Technology
8.4.12.4 New Zealand Commercial Drone Market by Application Vertical
8.4.13 Brazil Revenue Forecast
8.4.13.1 Brazil Commercial Drone Market by Segment
8.4.13.2 Brazil Commercial Drone Market by Product
8.4.13.3 Brazil Commercial Drone Market by Technology
8.4.13.4 Brazil Commercial Drone Market by Application Vertical
8.4.14 UAE Revenue Forecast
8.4.14.1 UAE Commercial Drone Market by Segment
8.4.14.2 UAE Commercial Drone Market by Product
8.4.14.3 UAE Commercial Drone Market by Technology
8.4.14.4 UAE Commercial Drone Market by Application Vertical
8.4.15 Qatar Revenue Forecast
8.4.15.1 Qatar Commercial Drone Market by Segment
8.4.15.2 Qatar Commercial Drone Market by Product
8.4.15.3 Qatar Commercial Drone Market by Technology
8.4.15.4 Qatar Commercial Drone Market by Application Vertical
8.4.16 South Africa Revenue Forecast
8.4.16.1 South Africa Commercial Drone Market by Segment
8.4.16.2 South Africa Commercial Drone Market by Product
8.4.16.3 South Africa Commercial Drone Market by Technology
8.4.16.4 South Africa Commercial Drone Market by Application Vertical
8.5 Global Drone Unit Shipment Forecast
8.5.1 Global Drone Unit Shipment
8.5.2 Global Commercial Drone Unit Shipments
8.5.3 Commercial Drone Unit Shipment by Product Category
8.5.4 Commercial Drone Unit Shipment by Technology
8.5.5 Commercial Drone Unit Shipment by Application Vertical
8.6 Regional Drone Unit Shipment Forecasts
8.6.1 Commercial Drone Unit Shipment by Region
8.6.2 North America Commercial Drone Unit Shipment by Country
8.6.3 Europe Commercial Drone Unit Shipment by Country
8.6.4 Asia Pacific Commercial Drone Unit Shipment by Country
8.6.5 Latin America Commercial Drone Unit Shipment by Country
8.6.6 Middle East & Africa Commercial Drone Unit Shipment by Country
8.6.7 Drone Unit Shipment Forecasts by Country
8.6.8 USA Unit Forecast
8.6.8.1 USA Commercial Drone Unit Shipment by Product Category
8.6.8.2 USA Commercial Drone Unit Shipment by Technology
8.6.8.3 USA Commercial Drone Unit Shipment by Application Vertical
8.6.9 Canada Unit Forecast
8.6.9.1 Canada Commercial Drone Unit Shipment by Product Category
8.6.9.2 Canada Commercial Drone Unit Shipment by Technology
8.6.9.3 Canada Commercial Drone Unit Shipment by Application Vertical
8.6.10 Mexico Unit Forecast
8.6.10.1 Mexico Commercial Drone Unit Shipment by Product Category
8.6.10.2 Mexico Commercial Drone Unit Shipment by Technology
8.6.10.3 Mexico Commercial Drone Unit Shipment by Application Vertical
8.6.11 UK Unit Forecast
8.6.11.1 UK Commercial Drone Unit Shipment by Product Category
8.6.11.2 UK Commercial Drone Unit Shipment by Technology
8.6.11.3 UK Commercial Drone Unit Shipment by Application Vertical
8.6.12 Germany Unit Forecast
8.6.12.1 Germany Commercial Drone Unit Shipment by Product Category
8.6.12.2 Germany Commercial Drone Unit Shipment by Technology
8.6.12.3 Germany Commercial Drone Unit Shipment by Application Vertical
8.6.13 France Unit Forecast
8.6.13.1 France Commercial Drone Unit Shipment by Product Category
8.6.13.2 France Commercial Drone Unit Shipment by Technology
8.6.13.3 France Commercial Drone Unit Shipment by Application Vertical
8.6.14 Italy Unit Forecast
8.6.14.1 Italy Commercial Drone Unit Shipment by Product Category
8.6.14.2 Italy Commercial Drone Unit Shipment by Technology
8.6.14.3 Italy Commercial Drone Unit Shipment by Application Vertical
8.6.15 China Unit Forecast
8.6.15.1 China Commercial Drone Unit Shipment by Product Category
8.6.15.2 China Commercial Drone Unit Shipment by Technology
8.6.15.3 China Commercial Drone Unit Shipment by Application Vertical
8.6.16 Japan Unit Forecast
8.6.16.1 Japan Commercial Drone Unit Shipment by Product Category
8.6.16.2 Japan Commercial Drone Unit Shipment by Technology
8.6.16.3 Japan Commercial Drone Unit Shipment by Application Vertical
8.6.17 India Unit Forecast
8.6.17.1 India Commercial Drone Unit Shipment by Product Category
8.6.17.2 India Commercial Drone Unit Shipment by Technology
8.6.17.3 India Commercial Drone Unit Shipment by Application Vertical
8.6.18 Australia Unit Forecast
8.6.18.1 Australia Commercial Drone Unit Shipment by Product Category
8.6.18.2 Australia Commercial Drone Unit Shipment by Technology
8.6.18.3 Australia Commercial Drone Unit Shipment by Application Vertical
8.6.19 New Zealand Unit Forecast
8.6.19.1 New Zealand Commercial Drone Unit Shipment by Product Category
8.6.19.2 New Zealand Commercial Drone Unit Shipment by Technology
8.6.19.3 New Zealand Commercial Drone Unit Shipment by Application Vertical
8.6.20 Brazil Unit Forecast
8.6.20.1 Brazil Commercial Drone Unit Shipment by Product Category
8.6.20.2 Brazil Commercial Drone Unit Shipment by Technology
8.6.20.3 Brazil Commercial Drone Unit Shipment by Application Vertical
8.6.21 UAE Unit Forecast
8.6.21.1 UAE Commercial Drone Unit Shipment by Product Category
8.6.21.2 UAE Commercial Drone Unit Shipment by Technology
8.6.21.3 UAE Commercial Drone Unit Shipment by Application Vertical
8.6.22 Qatar Unit Forecast
8.6.22.1 Qatar Commercial Drone Unit Shipment by Product Category
8.6.22.2 Qatar Commercial Drone Unit Shipment by Technology
8.6.22.3 Qatar Commercial Drone Unit Shipment by Application Vertical
8.6.23 South Africa Unit Forecast
8.6.23.1 South Africa Commercial Drone Unit Shipment by Product Category
8.6.23.2 South Africa Commercial Drone Unit Shipment by Technology
8.6.23.3 South Africa Commercial Drone Unit Shipment by Application Vertical

9.0 Conclusions and Recommendations

10.0 Appendix: Digital Twinning
10.1 Global Digital Twins 2021 - 2026
10.2 Digital Twins Market by Type of Twinning 2021 - 2026
10.3 Digital Twins Applications 2021 - 2026
10.4 Digital Twins by Industry 2021 - 2026
10.5 Digital Twins in Manufacturing by Type 2021 - 2026
10.6 Digital Twins in Smart City by Type 2021 - 2026
10.7 Digital Twins in Automotive by Type 2021 - 2026
10.8 Digital Twins in Healthcare by Type 2021 - 2026
10.9 Digital Twins in Transport by Type 2021 - 2026
10.10 Digital Twins by Region 2021 - 2026
10.10.1 North America Digital Twins 2021 - 2026
10.10.2 South America Digital Twins 2021 - 2026
10.10.3 Europe Digital Twins 2021 - 2026
10.10.4 APAC Digital Twins 2021 - 2026
10.10.5 MEA Digital Twins 2021 - 2026

Figures

Figure 1: Cloud Robotics System Architecture
Figure 2: Cloud Robotics Functional Diagram
Figure 3: Elastic Model for Cloud Robotics Implementation
Figure 4: Cloud Robotics-as-a-System Architecture
Figure 5: Cloud Robotics Development Prototyping
Figure 6: Robots by Type and Function
Figure 7: Cloud Robotics System Architecture
Figure 7: Global Cloud Robotics Market 2021 - 2026
Figure 8: Global AI Market in Cloud Robotics 2021 - 2026
Figure 9: Global 5G Market in Cloud Robotics 2021 - 2026
Figure 10: Global Data Analytics Software Market in Cloud Robotics 2021 - 2026
Figure 11: North America AI Market in Cloud Robotics 2021 - 2026
Figure 12: North America 5G Market in Cloud Robotics 2021 - 2026
Figure 13: North America Data Analytics Software Market in Cloud Robotics 2021 - 2026
Figure 14: Europe AI Market in Cloud Robotics 2021 - 2026
Figure 15: Europe 5G Market in Cloud Robotics 2021 - 2026
Figure 16: Europe Data Analytics Software Market in Cloud Robotics 2021 - 2026
Figure 17: APAC AI Market in Cloud Robotics 2021 - 2026
Figure 18: APAC 5G Market in Cloud Robotics 2021 - 2026
Figure 19: APAC Data Analytics Software Market in Cloud Robotics 2021 - 2026
Figure 20: MEA AI Market in Cloud Robotics 2021 - 2026
Figure 21: MEA 5G Market in Cloud Robotics 2021 - 2026
Figure 22: MEA Data Analytics Software Market in Cloud Robotics 2021 - 2026
Figure 23: Latin America AI Market in Cloud Robotics 2021 - 2026
Figure 24: Latin America 5G Market in Cloud Robotics 2021 - 2026
Figure 25: Latin America Data Analytics Software Market in Cloud Robotics 2021 - 2026
Figure 26: Global Robot Unit Shipment 2021 - 2026
Figure 27: Global Combined Drone Market Size 2021 - 2026
Figure 28: Global Commercial Drone Market Size 2021 - 2026
Figure 29: Global Combined Drone Unit Shipment 2021 - 2026
Figure 30: Global Commercial Drone Unit Shipment 2021 - 2026
Figure 31: Global Digital Twins 2021 - 2026
Figure 32: Digital Twins Types 2021 - 2026
Figure 33: Digital Twins Applications 2021 - 2026
Figure 34: Digital Twins by Industry 2021 - 2026
Figure 35: Digital Twins in Manufacturing by Type 2021 - 2026
Figure 36: Digital Twins in Manufacturing by Application 2021 - 2026
Figure 37: Digital Twins in Smart City by Type 2021 - 2026
Figure 38: Digital Twins in Smart City by Application 2021 - 2026
Figure 39: Digital Twins in Automotive by Type 2021 - 2026
Figure 40: Digital Twins in Automotive by Application 2021 - 2026
Figure 41: Digital Twins in Healthcare by Type 2021 - 2026
Figure 42: Digital Twins in Healthcare by Application 2021 - 2026
Figure 43: Digital Twins in Transport by Type 2021 - 2026
Figure 44: Digital Twins in Transport by Application 2021 - 2026
Figure 45: Digital Twins by Region 2021 - 2026
Figure 46: North America Digital Twins by Country 2021 - 2026
Figure 47: North America Digital Twins by Industry 2021 - 2026
Figure 48: United States Digital Twins 2021 - 2026
Figure 49: Canada Digital Twins 2021 - 2026
Figure 50: Mexico Digital Twins 2021 - 2026
Figure 51: South America Digital Twins by Country 2021 - 2026
Figure 52: South America Digital Twins by Industry 2021 - 2026
Figure 53: Argentina Digital Twins 2021 - 2026
Figure 54: Brazil Digital Twins 2021 - 2026
Figure 55: Chile Digital Twins 2021 - 2026
Figure 56: Europe Digital Twins by Country 2021 - 2026
Figure 57: Europe Digital Twins by Industry 2021 - 2026
Figure 58: U.K. Digital Twins 2021 - 2026
Figure 59: Germany Digital Twins 2021 - 2026
Figure 60: France Digital Twins 2021 - 2026
Figure 61: Spain Digital Twins 2021 - 2026
Figure 62: Italy Digital Twins 2021 - 2026
Figure 63: Poland Digital Twins 2021 - 2026
Figure 64: Russia Digital Twins 2021 - 2026
Figure 65: APAC Digital Twins by Country 2021 - 2026
Figure 66: APAC Digital Twins by Industry 2021 - 2026
Figure 67: China Digital Twins 2021 - 2026
Figure 68: Japan Digital Twins 2021 - 2026
Figure 69: South Korea Digital Twins 2021 - 2026
Figure 70: Australia Digital Twins 2021 - 2026
Figure 71: India Digital Twins 2021 - 2026
Figure 72: MEA Digital Twins by Country 2021 - 2026
Figure 73: MEA Digital Twins by Industry 2021 - 2026
Figure 74: Qatar Digital Twins 2021 - 2026
Figure 75: Kuwait Digital Twins 2021 - 2026
Figure 76: Saudi Arabia Digital Twins 2021 - 2026
Figure 77: South Africa Digital Twins 2021 - 2026

Tables

Table 1: Top Ten Cloud Robotics Countries
Table 2: Top Ten Emerging Countries for Cloud Robotics
Table 3: Robotics Automation Project ROI Calculator Framework
Table 4: Robotics Automation Project Cash Flow Framework
Table 5: Global Cloud Robotics Market by Technology 2021 - 2026
Table 6: Global Cloud Robotics Market by Hardware Type 2021 - 2026
Table 7: Global Cloud Robotics Market by Robot Device Type 2021 - 2026
Table 8: Global Cloud Robotics Market by Stationary Robot Type 2021 - 2026
Table 9: Global Cloud Robotics Market by Wheeled Robot Type 2021 - 2026
Table 10: Global Cloud Robotics Market by Legged Robot Type 2021 - 2026
Table 11: Global Cloud Robotics Market by Component Type 2021 - 2026
Table 12: Global Cloud Robotics Market by Software Type 2021 - 2026
Table 13: Global Cloud Robotics Market by Application Software Type 2021 - 2026
Table 14: Global Cloud Robotics Market by Virtual Robot Software Type 2021 - 2026
Table 15: Global Cloud Robotics Market by Service Type 2021 - 2026
Table 16: Global Cloud Robotics Market by Implementation Module 2021 - 2026
Table 17: Global Cloud Robotics Market by Connectivity Technology 2021 - 2026
Table 18: Global Cloud Robotics Market by Cellular Connectivity Technology 2021 - 2026
Table 19: Global Cloud Robotics Market by Cellular Connectivity Technology 2021 - 2026
Table 20: Global Cloud Robotics Market by Deployment Type 2021 - 2026
Table 21: Global Cloud Robotics Market by Sector 2021 - 2026
Table 22: Global Cloud Robotics Market by Industrial Verticals 2021 - 2026
Table 23: Global Cloud Robotics Market by Enterprise Verticals 2021 - 2026
Table 24: Global Cloud Robotics Market by Consumer Application Verticals 2021 - 2026
Table 25: Global Cloud Robotics Market by Military and Government Solutions 2021 - 2026
Table 26: Global AI Market in Cloud Robotics by Segment 2021 - 2026
Table 27: Global AI Software Market in Cloud Robotics by AI Technology 2021 - 2026
Table 28: Global 5G Market in Cloud Robotics by Segment 2021 - 2026
Table 29: Cloud Robotics Markets by Region 2021 - 2026
Table 30: North America Cloud Robotics Market by Technology 2021 - 2026
Table 31: North America Cloud Robotics Market by Hardware Type 2021 - 2026
Table 32: North America Cloud Robotics Market by Robot Device Type 2021 - 2026
Table 33: North America Cloud Robotics Market by Stationary Robot Type 2021 - 2026
Table 34: North America Cloud Robotics Market by Wheeled Robot Type 2021 - 2026
Table 35: North America Cloud Robotics Market by Legged Robot Type 2021 - 2026
Table 36: North America Cloud Robotics Market by Component Type 2021 - 2026
Table 37: North America Cloud Robotics Market by Software Type 2021 - 2026
Table 38: North America Cloud Robotics Market by Application Software Type 2021 - 2026
Table 39: North America Cloud Robotics Market by Virtual Robot Software Type 2021 - 2026
Table 40: North America Cloud Robotics Market by Service Type 2021 - 2026
Table 41: North America Cloud Robotics Market by Implementation Module 2021 - 2026
Table 42: North America Cloud Robotics Market by Connectivity Technology 2021 - 2026
Table 43: North America Cloud Robotics Market by Cellular Connectivity Technology 2021 - 2026
Table 44: North America Cloud Robotics Market by Infrastructure 2021 - 2026
Table 45: North America Cloud Robotics Market by Deployment Type 2021 - 2026
Table 46: North America Cloud Robotics Market by Sector 2021 - 2026
Table 47: North America Cloud Robotics Market by Industrial Vertical 2021 - 2026
Table 48: North America Cloud Robotics Market by Enterprise Vertical 2021 - 2026
Table 49: North America Cloud Robotics Market by Consumer Vertical 2021 - 2026
Table 50: North America Cloud Robotics Market by Military and Government Solution 2021 - 2026
Table 51: North America AI Market in Cloud Robotics by Segment 2021 - 2026
Table 52: North America AI Software Market in Cloud Robotics by AI Technology 2021 - 2026
Table 53: North America 5G Market in Cloud Robotics by Segment 2021 - 2026
Table 54: North America Cloud Robotics Market by Country 2021 - 2026
Table 55: Europe Cloud Robotics Market by Technology 2021 - 2026
Table 56: Europe Cloud Robotics Market by Hardware Type 2021 - 2026
Table 57: Europe Cloud Robotics Market by Robot Device Type 2021 - 2026
Table 58: Europe Cloud Robotics Market by Stationary Robot Type 2021 - 2026
Table 59: Europe Cloud Robotics Market by Wheeled Robot Type 2021 - 2026
Table 60: Europe Cloud Robotics Market by Legged Robot Type 2021 - 2026
Table 61: Europe Cloud Robotics Market by Component Type 2021 - 2026
Table 62: Europe Cloud Robotics Market by Software Type 2021 - 2026
Table 63: Europe Cloud Robotics Market by Application Software Type 2021 - 2026
Table 64: Europe Cloud Robotics Market by Virtual Robot Software Type 2021 - 2026
Table 65: Europe Cloud Robotics Market by Service Type 2021 - 2026
Table 66: Europe Cloud Robotics Market by Implementation Module 2021 - 2026
Table 67: Europe Cloud Robotics Market by Connectivity Technology 2021 - 2026
Table 68: Europe Cloud Robotics Market by Cellular Connectivity Technology 2021 - 2026
Table 69: Europe Cloud Robotics Market by Infrastructure 2021 - 2026
Table 70: Europe Cloud Robotics Market by Deployment Type 2021 - 2026
Table 71: Europe Cloud Robotics Market by Sector 2021 - 2026
Table 72: Europe Cloud Robotics Market by Industrial Vertical 2021 - 2026
Table 73: Europe Cloud Robotics Market by Enterprise Vertical 2021 - 2026
Table 74: Europe Cloud Robotics Market by Consumer Vertical 2021 - 2026
Table 75: Europe Cloud Robotics Market by Military and Government Solution 2021 - 2026
Table 76: Europe AI Market in Cloud Robotics by Segment 2021 - 2026
Table 77: Europe AI Software Market in Cloud Robotics by AI Technology 2021 - 2026
Table 78: Europe 5G Market in Cloud Robotics by Segment 2021 - 2026
Table 79: Europe Cloud Robotics Market by Leading Country 2021 - 2026
Table 80: APAC Cloud Robotics Market by Technology 2021 - 2026
Table 81: APAC Cloud Robotics Market by Hardware Type 2021 - 2026
Table 82: APAC Cloud Robotics Market by Robot Device Type 2021 - 2026
Table 83: APAC Cloud Robotics Market by Stationary Robot Type 2021 - 2026
Table 84: APAC Cloud Robotics Market by Wheeled Robot Type 2021 - 2026
Table 85: APAC Cloud Robotics Market by Legged Robot Type 2021 - 2026
Table 86: APAC Cloud Robotics Market by Component Type 2021 - 2026
Table 87: APAC Cloud Robotics Market by Software Type 2021 - 2026
Table 88: APAC Cloud Robotics Market by Application Software Type 2021 - 2026
Table 89: APAC Cloud Robotics Market by Virtual Robot Software Type 2021 - 2026
Table 90: APAC Cloud Robotics Market by Service Type 2021 - 2026
Table 91: APAC Cloud Robotics Market by Implementation Module 2021 - 2026
Table 92: APAC Cloud Robotics Market by Connectivity Technology 2021 - 2026
Table 93: APAC Cloud Robotics Market by Cellular Connectivity Technology 2021 - 2026
Table 94: APAC Cloud Robotics Market by Infrastructure 2021 - 2026
Table 95: APAC Cloud Robotics Market by Deployment Type 2021 - 2026
Table 96: APAC Cloud Robotics Market by Sector 2021 - 2026
Table 97: APAC Cloud Robotics Market by Industrial Vertical 2021 - 2026
Table 98: APAC Cloud Robotics Market by Enterprise Vertical 2021 - 2026
Table 99: APAC Cloud Robotics Market by Consumer Vertical 2021 - 2026
Table 100: APAC Cloud Robotics Market by Military and Government Solution 2021 - 2026
Table 101: APAC AI Market in Cloud Robotics by Segment 2021 - 2026
Table 102: APAC AI Software Market in Cloud Robotics by AI Technology 2021 - 2026
Table 103: APAC 5G Market in Cloud Robotics by Segment 2021 - 2026
Table 104: APAC Cloud Robotics Market by Leading Country 2021 - 2026
Table 105: MEA Cloud Robotics Market by Technology 2021 - 2026
Table 106: MEA Cloud Robotics Market by Hardware Type 2021 - 2026
Table 107: MEA Cloud Robotics Market by Robot Device Type 2021 - 2026
Table 108: MEA Cloud Robotics Market by Stationary Robot Type 2021 - 2026
Table 109: MEA Cloud Robotics Market by Wheeled Robot Type 2021 - 2026
Table 110: MEA Cloud Robotics Market by Legged Robot Type 2021 - 2026
Table 111: MEA Cloud Robotics Market by Component Type 2021 - 2026
Table 112: MEA Cloud Robotics Market by Software Type 2021 - 2026
Table 113: MEA Cloud Robotics Market by Application Software Type 2021 - 2026
Table 114: MEA Cloud Robotics Market by Virtual Robot Software Type 2021 - 2026
Table 115: MEA Cloud Robotics Market by Service Type 2021 - 2026
Table 116: MEA Cloud Robotics Market by Implementation Module 2021 - 2026
Table 117: MEA Cloud Robotics Market by Connectivity Technology 2021 - 2026
Table 118: MEA Cloud Robotics Market by Cellular Connectivity Technology 2021 - 2026
Table 119: MEA Cloud Robotics Market by Infrastructure 2021 - 2026
Table 120: MEA Cloud Robotics Market by Deployment Type 2021 - 2026
Table 121: MEA Cloud Robotics Market by Sector 2021 - 2026
Table 122: MEA Cloud Robotics Market by Industrial Vertical 2021 - 2026
Table 123: MEA Cloud Robotics Market by Enterprise Vertical 2021 - 2026
Table 124: MEA Cloud Robotics Market by Consumer Vertical 2021 - 2026
Table 125: MEA Cloud Robotics Market by Military and Government Solution 2021 - 2026
Table 126: MEA AI Market in Cloud Robotics by Segment 2021 - 2026
Table 127: MEA AI Software Market in Cloud Robotics by AI Technology 2021 - 2026
Table 128: MEA 5G Market in Cloud Robotics by Segment 2021 - 2026
Table 129: MEA Cloud Robotics Market by Leading Country 2021 - 2026
Table 130: Latin America Cloud Robotics Market by Technology 2021 - 2026
Table 131: Latin America Cloud Robotics Market by Hardware Type 2021 - 2026
Table 132: Latin America Cloud Robotics Market by Robot Device Type 2021 - 2026
Table 133: Latin America Cloud Robotics Market by Stationary Robot Type 2021 - 2026
Table 134: Latin America Cloud Robotics Market by Wheeled Robot Type 2021 - 2026
Table 135: Latin America Cloud Robotics Market by Legged Robot Type 2021 - 2026
Table 136: Latin America Cloud Robotics Market by Component Type 2021 - 2026
Table 137: Latin America Cloud Robotics Market by Software Type 2021 - 2026
Table 138: Latin America Cloud Robotics Market by Application Software Type 2021 - 2026
Table 139: Latin America Cloud Robotics Market by Virtual Robot Software Type 2021 - 2026
Table 140: Latin America Cloud Robotics Market by Service Type 2021 - 2026
Table 141: Latin America Cloud Robotics Market by Implementation Module 2021 - 2026
Table 142: Latin America Cloud Robotics Market by Connectivity Technology 2021 - 2026
Table 143: Latin America Cloud Robotics Market by Cellular Connectivity Technology 2021 - 2026
Table 144: Latin America Cloud Robotics Market by Infrastructure 2021 - 2026
Table 145: Latin America Cloud Robotics Market by Deployment Type 2021 - 2026
Table 146: Latin America Cloud Robotics Market by Sector 2021 - 2026
Table 147: Latin America Cloud Robotics Market by Industrial Vertical 2021 - 2026
Table 148: Latin America Cloud Robotics Market by Enterprise Vertical 2021 - 2026
Table 149: Latin America Cloud Robotics Market by Consumer Vertical 2021 - 2026
Table 150: Latin America Cloud Robotics Market by Military and Government Solution 2021 - 2026
Table 151: Latin America AI Market in Cloud Robotics by Segment 2021 - 2026
Table 152: Latin America AI Software Market in Cloud Robotics by AI Technology 2021 - 2026
Table 153: Latin America 5G Market in Cloud Robotics by Segment 2021 - 2026
Table 154: Latin America Cloud Robotics Market by Leading Country 2021 - 2026
Table 155: Global Robot Unit Shipment by Robot Type 2021 - 2026
Table 156: Global Robot Unit Shipment by Stationary Robot Type 2021 - 2026
Table 157: Global Robot Unit Shipment by Wheeled Robot Type 2021 - 2026
Table 158: Global Robot Unit Shipment by Legged Robot Type 2021 - 2026
Table 159: Global Robot Unit Shipment by Application 2021 - 2026
Table 160: Global Robot Unit Shipment by Industrial Application Sector 2021 - 2026
Table 161: Global Robot Unit Shipment by Enterprise Application Sector 2021 - 2026
Table 162: Global Robot Unit Shipment by Consumer Application Sector 2021 - 2026
Table 163: Global Robot Unit Shipment by Military and Government Application Sector 2021 - 2026
Table 164: Robot Unit Shipment by Region 2021 - 2026
Table 165: North America Robot Unit Shipment by Leading Country 2021 - 2026
Table 166: Europe Robot Unit Shipment by Leading Country 2021 - 2026
Table 167: APAC Robot Unit Shipment by Leading Country 2021 - 2026
Table 168: MEA Robot Unit Shipment by Leading Country 2021 - 2026
Table 169: Latin America Robot Unit Shipment by Leading Country 2021 - 2026
Table 170: Global Commercial Drone Market Size by Segments 2021 - 2026
Table 171: Global Commercial Drone Market Size by Products 2021 - 2026
Table 172: Global Commercial Drone Market Size by Technology 2021 - 2026
Table 173: Global Commercial Drone Market Size by Application Verticals 2021 - 2026
Table 174: Regional Size of Commercial Drone Market 2021 - 2026
Table 175 North America Commercial Drone Market by Leading Countries 2021 - 2026
Table 176: Europe Commercial Drone Market by Leading Countries 2021 - 2026
Table 177: Asia Pacific Commercial Drone Market by Leading Countries 2021 - 2026
Table 178: Latin America Commercial Drone Market by Leading Countries 2021 - 2026
Table 179: ME & Africa Commercial Drone Market by Leading Countries 2021 - 2026
Table 180: USA Commercial Drone Market by Segments 2021 - 2026
Table 181: USA Commercial Drone Market by Products 2021 - 2026
Table 182: USA Commercial Drone Market by Technology 2021 - 2026
Table 183: USA Commercial Drone Market by Application Verticals 2021 - 2026
Table 184: Canada Commercial Drone Market by Segments 2021 - 2026
Table 185: Canada Commercial Drone Market by Products 2021 - 2026
Table 186: Canada Commercial Drone Market by Technology 2021 - 2026
Table 187: Canada Commercial Drone Market by Application Verticals 2021 - 2026
Table 188: Mexico Commercial Drone Market by Segments 2021 - 2026
Table 189: Mexico Commercial Drone Market by Products 2021 - 2026
Table 190: Mexico Commercial Drone Market by Technology 2021 - 2026
Table 191: Mexico Commercial Drone Market by Application Verticals 2021 - 2026
Table 192: UK Commercial Drone Market by Segments 2021 - 2026
Table 193: UK Commercial Drone Market by Products 2021 - 2026
Table 194: UK Commercial Drone Market by Technology 2021 - 2026
Table 195: UK Commercial Drone Market by Application Verticals 2021 - 2026
Table 196: Germany Commercial Drone Market by Segments 2021 - 2026
Table 197: Germany Commercial Drone Market by Products 2021 - 2026
Table 198: Germany Commercial Drone Market by Technology 2021 - 2026
Table 199: Germany Commercial Drone Market by Application Verticals 2021 - 2026
Table 200: France Commercial Drone Market by Segments 2021 - 2026
Table 201: France Commercial Drone Market by Products 2021 - 2026
Table 202: France Commercial Drone Market by Technology 2021 - 2026
Table 203: France Commercial Drone Market by Application Verticals 2021 - 2026
Table 204: Italy Commercial Drone Market by Segments 2021 - 2026
Table 205: Italy Commercial Drone Market by Products 2021 - 2026
Table 206: Italy Commercial Drone Market by Technology 2021 - 2026
Table 207: Italy Commercial Drone Market by Application Verticals 2021 - 2026
Table 208: China Commercial Drone Market by Segments 2021 - 2026
Table 209: China Commercial Drone Market by Products 2021 - 2026
Table 210: China Commercial Drone Market by Technology 2021 - 2026
Table 211: China Commercial Drone Market by Application Verticals 2021 - 2026
Table 212: Japan Commercial Drone Market by Segments 2021 - 2026
Table 213: Japan Commercial Drone Market by Products 2021 - 2026
Table 214: Japan Commercial Drone Market by Technology 2021 - 2026
Table 215: Japan Commercial Drone Market by Application Verticals 2021 - 2026
Table 216: India Commercial Drone Market by Segments 2021 - 2026
Table 217: India Commercial Drone Market by Products 2021 - 2026
Table 218: India Commercial Drone Market by Technology 2021 - 2026
Table 219: India Commercial Drone Market by Application Verticals 2021 - 2026
Table 220: Australia Commercial Drone Market by Segments 2021 - 2026
Table 221: Australia Commercial Drone Market by Products 2021 - 2026
Table 222: Australia Commercial Drone Market by Technology 2021 - 2026
Table 223: Australia Commercial Drone Market by Application Verticals 2021 - 2026
Table 224: New Zealand Commercial Drone Market by Segments 2021 - 2026
Table 225: New Zealand Commercial Drone Market by Products 2021 - 2026
Table 226: New Zealand Commercial Drone Market by Technology 2021 - 2026
Table 227: New Zealand Commercial Drone Market by Application Verticals 2021 - 2026
Table 228: Brazil Commercial Drone Market by Segments 2021 - 2026
Table 229: Brazil Commercial Drone Market by Products 2021 - 2026
Table 230: Brazil Commercial Drone Market by Technology 2021 - 2026
Table 231: Brazil Commercial Drone Market by Application Verticals 2021 - 2026
Table 232: UAE Commercial Drone Market by Segments 2021 - 2026
Table 233: UAE Commercial Drone Market by Products 2021 - 2026
Table 234: UAE Commercial Drone Market by Technology 2021 - 2026
Table 235: UAE Commercial Drone Market by Application Verticals 2021 - 2026
Table 236: Qatar Commercial Drone Market by Segments 2021 - 2026
Table 237: Qatar Commercial Drone Market by Products 2021 - 2026
Table 238: Qatar Commercial Drone Market by Technology 2021 - 2026
Table 239: Qatar Commercial Drone Market by Application Verticals 2021 - 2026
Table 240: South Africa Commercial Drone Market by Segments 2021 - 2026
Table 241: South Africa Commercial Drone Market by Products 2021 - 2026
Table 242: South Africa Commercial Drone Market by Technology 2021 - 2026
Table 243: South Africa Commercial Drone Market by Application Verticals 2021 - 2026
Table 244: Commercial Drone Shipment Unit by Products 2021 - 2026
Table 245: Commercial Drone Shipment Unit by Technology 2021 - 2026
Table 246: Commercial Drone Shipment Unit by Application Vertical 2021 - 2026
Table 247: Commercial Drone Unit Shipment by Geographic Region 2021 - 2026
Table 248: North America Commercial Drone Unit Shipment 2021 - 2026
Table 249: Europe Commercial Drone Unit Shipment by Leading Countries 2021 - 2026
Table 250: Asia Pacific Commercial Drone Unit Shipment by Leading Countries 2021 - 2026
Table 251: Latin America Commercial Drone Unit Shipment by Leading Countries 2021 - 2026
Table 252: Middle East & Africa Commercial Drone Unit Shipment by Leading Countries 2021 - 2026
Table 253: USA Commercial Drone Unit Shipment by Products 2021 - 2026
Table 254: USA Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 255: USA Commercial Drone Unit Shipment by Application 2021 - 2026
Table 256: Canada Commercial Drone Unit Shipment by Products 2021 - 2026
Table 257: Canada Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 258: Canada Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 259: Mexico Commercial Drone Unit Shipment by Products 2021 - 2026
Table 260: Mexico Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 261: Mexico Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 262: UK Commercial Drone Unit Shipment by Products 2021 - 2026
Table 263: UK Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 264: UK Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 265: Germany Commercial Drone Unit Shipment by Products 2021 - 2026
Table 266: Germany Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 267: Germany Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 268: France Commercial Drone Unit Shipment by Products 2021 - 2026
Table 269: France Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 270: France Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 271: Italy Commercial Drone Unit Shipment by Products 2021 - 2026
Table 272: Italy Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 273: Italy Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 274: China Commercial Drone Unit Shipment by Products 2021 - 2026
Table 275: China Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 276: China Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 277: Japan Commercial Drone Unit Shipment by Products 2021 - 2026
Table 278: Japan Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 279: Japan Commercial Drone Unit Shipment by Application 2021 - 2026
Table 280: India Commercial Drone Unit Shipment by Products 2021 - 2026
Table 281: India Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 282: India Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 283: Australia Commercial Drone Unit Shipment by Products 2021 - 2026
Table 284: Australia Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 285: Australia Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 286: New Zealand Commercial Drone Unit Shipment by Products 2021 - 2026
Table 287: New Zealand Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 288: New Zealand Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 289: Brazil Commercial Drone Unit Shipment by Products 2021 - 2026
Table 290: Brazil Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 291: Brazil Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 292: UAE Commercial Drone Unit Shipment by Products 2021 - 2026
Table 293: UAE Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 294: UAE Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 295: Qatar Commercial Drone Unit Shipment by Products 2021 - 2026
Table 296: Qatar Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 297: Qatar Commercial Drone Unit Shipment by Application Verticals 2021 - 2026
Table 298: South Africa Commercial Drone Unit Shipment by Products 2021 - 2026
Table 299: South Africa Commercial Drone Unit Shipment by Technology 2021 - 2026
Table 300: South Africa Commercial Drone Unit Shipment by App Verticals 2021 - 2026
Table 301: Global Digital Twins 2021 - 2026
Table 302: Digital Twins Market by Type of Twinning 2021 - 2026
Table 303: Digital Twins Applications 2021 - 2026
Table 304: Digital Twins by Industry 2021 - 2026
Table 305: Digital Twins in Manufacturing by Type 2021 - 2026
Table 306: Digital Twins in Manufacturing by Application 2021 - 2026
Table 307: Digital Twins in Smart City by Type 2021 - 2026
Table 308: Digital Twins in Smart City by Application 2021 - 2026
Table 309: Digital Twins in Automotive by Type 2021 - 2026
Table 310: Digital Twins in Automotive by Application 2021 - 2026
Table 311: Digital Twins in Healthcare by Type 2021 - 2026
Table 312: Digital Twins in Healthcare by Application 2021 - 2026
Table 313: Digital Twins in Transport by Type 2021 - 2026
Table 314: Digital Twins in Transport by Application 2021 - 2026
Table 315: Digital Twins by Region 2021 - 2026
Table 316: North America Digital Twins by Country 2021 - 2026
Table 317: North America Digital Twins by Industry 2021 - 2026
Table 318: South America Digital Twins by Country 2021 - 2026
Table 319: South America Digital Twins by Industry 2021 - 2026
Table 320: Europe Digital Twins by Country 2021 - 2026
Table 321: Europe Digital Twins by Industry 2021 - 2026
Table 322: APAC Digital Twins by Country 2021 - 2026
Table 323: APAC Digital Twins by Industry 2021 - 2026
Table 324: MEA Digital Twins by Country 2021 - 2026
Table 325: MEA Digital Twins by Industry 2021 - 2026

Industrial Internet of Things Market by IIoT Technologies, Solutions and Services 2021 - 2026

1 Executive Summary

2 Overview
2.1 The Industrial Internet of Things Market Opportunity
2.1.1 People, Processes, and Technology
2.1.2 IIoT and People
2.1.3 IIoT and Processes
2.1.4 IIoT and Technologies
2.2 Critical Focus Areas for IIoT Execution
2.3 IIoT Application Areas
2.3.1 Process Optimization
2.3.2 Enhance, Integrate and Scale existing Corporate IT Systems
2.3.3 Leverage Potential of Existing Infrastructure
2.4 Forming a Foundation for IIoT
2.4.1 Industrial Internet Consortium
2.4.2 Industry Leading Companies set the Pace
2.4.3 Industry Test Beds for IIoT
2.4.4 Industrial Internet Reference Architecture
2.5 Evaluating the Future Potential of IIoT
2.5.1 Cyber-security is a Critical Concern with IIoT
2.5.2 IIoT is Facilitating a Drive-in Industrial Automation
2.5.3 Early IIoT Deployments to Benefit Existing Industries
2.5.4 IIoT will Integrate with Other Technologies to Achieve Success
2.5.5 IIoT and the Fourth Industry Revolution
2.5.6 IIoT to Facilitate Transition to Smart Factories
2.5.7 Connected Factory: New Roles for Suppliers and Customers
2.5.8 IIoT and Product Transformation to an “as a Service” Economy
2.5.9 Intelligent Manufacturing: From Smart Factories to Smarter Factories
2.5.10 Teleoperation and Tele-robotics
2.5.11 IIoT and Fifth Generation (5G) Wireless
2.5.12 IIoT and Edge Computing

3 IIoT Technologies
3.1 Hardware Technologies
3.1.1 Hardware Development Platforms
3.1.2 Smart Sensors
3.2 Software Technologies
3.2.1 Connectivity Platforms
3.2.2 Data Storage Platforms
3.2.3 Data Analytics and Visualization Platforms
3.2.4 IoT Protocols
3.3 IIoT and Manufacturing Execution Systems (MES)
3.3.1 Role and Importance with IIoT
3.3.2 MES and Cyber-Physical Systems
3.3.3 MES in the Cloud and other Convergence
3.3.4 Future of IIoT Enabled MES
3.4 Edge Computing
3.4.1 Introduction to Edge Computing
3.4.2 Mobile Edge Computing (Multi-access Edge Computing)
3.4.3 Fog Computing (Non-Cellular Edge Computing)
3.4.4 Edge Computing in Industrial Networks and Systems
3.5 Teleoperation and Tele-robotics
3.5.1 Teleoperation
3.5.2 Tele-robotics
3.5.3 Cloud Robotics
3.6 Digital Twin Technologies and Solutions
3.6.1 Digital Twinning
3.6.2 Digital Twin Solution Drivers
3.6.3 Digital Twin Solution Use Cases
3.7 Network Technologies in IIoT
3.7.1 Wireless Local Area Network
3.7.2 Wireless Personal Area Network
3.7.3 Wireless Wide Area Networks
3.7.4 Wireless Sensor Networks

4 IIoT in Industry Verticals
4.1 Automotive and Transportation
4.2 Cargo and Logistics
4.3 Healthcare
4.4 Manufacturing
4.5 Oil and Gas
4.6 Smart Cities
4.7 Utilities

5 IIoT Case Studies
5.1 IoT Enabled Digital Transformation in Automotive
5.2 Industry 4.0 Platform Helps Advance Smart Manufacturing Operations
5.3 Smarter Systems for Increased Productivity
5.4 Connectivity and Intelligence Cleaning Automation
5.5 IIoT for Pipeline Monitoring
5.6 Smart Factories and Industrial Automation

6 IIoT Market Dynamics
6.1 IIoT Market Drivers
6.2 IIoT Market Challenges

7 IIoT Company Analysis
7.1 ABB
7.1.1 Company Profile
7.1.2 Recent Developments
7.2 Accenture
7.2.1 Company Profile
7.2.2 Recent Developments
7.3 AGT International
7.3.1 Company Profile
7.3.2 Recent Developments
7.4 ARM Holdings
7.4.1 Company Profile
7.4.2 Recent Developments
7.5 ATOS
7.5.1 Company Profile
7.5.2 Recent Developments
7.6 B+B SmartWorx
7.6.1 Company Profile
7.6.2 Recent Developments
7.7 Bosch
7.7.1 Company Profile
7.7.2 Recent Developments
7.8 C3, Inc.
7.8.1 Company Profile
7.8.2 Recent Developments
7.9 Cisco System Inc.
7.9.1 Company Profile
7.9.2 Recent Developments
7.10 Digi International
7.10.1 Company Profile
7.10.2 Recent Developments
7.11 Echelon Corporation
7.11.1 Company Profile
7.11.2 Recent Developments
7.12 Elecsys Corporation
7.12.1 Company Profile
7.13 General Electric
7.13.1 Company Profile
7.13.2 Recent Developments
7.14 Hitachi
7.14.1 Company Profile
7.14.2 Recent Developments
7.15 IBM
7.15.1 Company Profile
7.15.2 Recent Developments
7.16 Oracle
7.16.1 Company Profile
7.17 PTC
7.17.1 Company Profile
7.17.2 Recent Developments
7.18 Real-Time Innovation
7.18.1 Company Profile
7.18.2 Recent Developments
7.19 Rockwell Automation
7.19.1 Company Profile
7.19.2 Recent Developments
7.20 SAP
7.20.1 Company Profile
7.20.2 Recent Developments
7.21 Sensata Technologies
7.21.1 Company Profile
7.22 Siemens
7.22.1 Company Profile
7.22.2 Recent Developments
7.23 Wind River
7.23.1 Company Profile
7.23.2 Recent Developments
7.24 Worldsensing
7.24.1 Company Profile
7.25 Wovyn LLC.
7.25.1 Company Profile

8 IIoT Global Market Analysis and Forecasts 2021 - 2026
8.1 IIoT Market by Region 2021 - 2026
8.2 IIoT Global Market by Products Offered 2021 - 2026
8.2.1 IIoT Market for Hardware in 2021 - 2026
8.2.2 IIoT Market for Software in 2021 - 2026
8.2.3 IIoT Market for Services 2021 - 2026
8.3 IIoT Global Market by Industry Vertical 2021 - 2026
8.3.1 IIoT Deployments in Manufacturing Sector 2021 - 2026
8.3.2 Healthcare Market for IIoT 2021 - 2026
8.3.3 Automotive Industry Market for IIoT 2021 - 2026
8.3.4 Retail industry Market for IIoT 2021 - 2026
8.3.5 Oil and Gas Industry Market for IIoT 2021 - 2026
8.3.6 Market for IIoT by Cargo and Logistic Sector 2021 - 2026
8.3.7 IIoT in Utilities Sector 2021 - 2026
8.3.8 IIoT in Hospitality Sector 2021 - 2026

9 Future of IIoT Technologies, Solutions, and Deployment
9.1 IIoT Deployment and Support
9.1.1 Carrier Supported IIoT Networks
9.1.2 IIoT and Private Wireless Networks
9.2 Evolution of IIoT Economic Value
9.2.1 Internal Company Benefits
9.2.2 Customer Oriented Benefits
9.2.3 IIoT Data Becomes the Product
9.3 IIoT and Technology Convergence
9.4 IIoT Data as a Service
9.4.1 Data as a Service (DaaS) General Market
9.4.2 DaaS Market for Business Data (Enterprise and Industrial)
9.5 DaaS Market by Source: Machine and Non-Machine Data
9.6 DaaS Market by Data Collection: IoT and Non-IoT Data

10 Appendix: Additional IIoT Vendor Analysis
10.1 European IIoT
10.2 North American IIoT
10.3 Asia IIoT

Figures

Figure 1: IIoT Impact on Automation and Processes
Figure 2: Four Pillars of IIoT Execution
Figure 3: IoT Framework
Figure 4: 5G and IIoT
Figure 5: Requirements for Wireless IIoT Access Technology
Figure 6: Hardware Systems used in IIoT
Figure 7: Software Solutions used in IIoT
Figure 8: Smart Sensor Components
Figure 9: Smart Sensor Model
Figure 10: Smart Sensor Model with Functional Partitioning
Figure 11: IoT Data Processing Flow
Figure 12: Sensor Node Components
Figure 13: Wireless Sensor Network Topologies
Figure 14: IIoT Market Drivers and Constraints
Figure 15: Embedded Systems and IIoT
Figure 16: Managing Devices, Processes, and End-users in IIoT
Figure 17: IIoT Management Platform: Cloud, Connectivity, and Devices
Figure 18: Fourth Generation Automation Software
Figure 19: Global IIoT Market 2021 - 2026
Figure 20: IIoT Regional Market 2021 - 2026
Figure 21: IIoT Deployments in Manufacturing Sector 2021 - 2026
Figure 22: IIoT Deployments in Manufacturing Sector by Region 2021 - 2026
Figure 23: IIoT Deployments in Healthcare Sector 2021 - 2026
Figure 24: IIoT Deployments in Healthcare Sector by Regions 2021 - 2026
Figure 25: IIoT Deployments in Automotive Sector 2021 - 2026
Figure 26: IIoT Deployments in Automotive Sector by Regions 2021 - 2026
Figure 27: IIoT Deployments in Retail Sector 2021 - 2026
Figure 28: IIoT Deployments in Retail Sector by Regions 2021 - 2026
Figure 29: IIoT Deployments in Oil and Gas Sector 2021 - 2026
Figure 30: IIoT Deployments in Oil and Gas Sector by Regions 2021 - 2026
Figure 31: IIoT Deployments in Cargo and Logistics Sector 2021 - 2026
Figure 32: IIoT Deployments in Cargo and Logistics Sector by Regions 2021 - 2026
Figure 33: IIoT Market for Utilities Sector 2021 - 2026
Figure 34: IIoT Market for Utility Sector by Regions 2021 - 2026
Figure 35: IIoT Market for Hospitality Sector 2021 - 2026
Figure 36: IIoT Market for Hospitality Sector by Regions 2021 - 2026
Figure 37: DaaS Market for Business Data
Figure 38: DaaS Market by Solution using Business Data
Figure 39: DaaS Market Industry Vertical

Tables

Table 1: Leading Proprietary RTOS in Embedded Systems
Table 2: Global IIoT Market 2021 - 2026
Table 3: IIoT Regional Market 2021 - 2026
Table 4: IIoT Market by Product Segments 2021 - 2026
Table 5: IIoT Regional Market by Product Sub-segments 2021 - 2026
Table 6: Market for Connectivity Platforms by Industry Sector 2021 - 2026
Table 7: Market for Connectivity Platforms by Regions 2020 - 2028
Table 8: Market for Sensor Infrastructure by Industry Sector 2021 - 2026
Table 9: Market for Sensor Infrastructure by Region 2021 - 2026
Table 10: Market for Hardware Platforms by Industry Sector 2021 - 2026
Table 11: Market for Hardware Platforms by Region 2021 - 2026
Table 12: Market for Data Storage by Industry Sector 2021 - 2026
Table 13: Market for Data Storage by Region 2021 - 2026
Table 14: Market for Software Development Platforms and Apps by Industry Sector 2021 - 2026
Table 15: Market for Software Development Platforms and Apps by Region 2021 - 2026
Table 16: Market for Data Analytics platform by Industry Sector 2021 - 2026
Table 17: Market for Data Analytics platform by Region 2021 - 2026
Table 18: Market for Cyber-security Solutions by Industry Sector 2021 - 2026
Table 19: Market for Cyber-security Solutions by Region 2021 - 2026
Table 20: Market for Cloud Based Services by Industry Sector 2021 - 2026
Table 21: Market for Cloud Based Services by Region 2021 - 2026
Table 22: Market for Management and Consulting Services by Industry Sector 2021 - 2026
Table 23: Market for Management and Consulting Services by Region 2021 - 2026
Table 24: IIoT Global Market for Industry Vertical 2021 - 2026
Table 25: IIoT Deployments in Manufacturing Sector 2021 - 2026
Table 26: IIoT Deployments in Manufacturing Sector by Region 2021 - 2026
Table 27: IIoT Deployments in Manufacturing Sector by Product Sub-segment 2021 - 2026
Table 28: IIoT Deployments in Healthcare Sector 2021 - 2026
Table 29: IIoT Deployments in Healthcare Sector by Region2021 - 2026
Table 30: IIoT Deployments in Healthcare Sector by Product Sub-segment 2021 - 2026
Table 31: IIoT Deployments in Automotive Sector 2021 - 2026
Table 32: IIoT Deployments in Automotive Sector by Regions 2021 - 2026
Table 33: IIoT Deployments in Automotive Sector by Product Sub-segment 2021 - 2026
Table 34: IIoT Deployments in Retail Sector 2021 - 2026
Table 35: IIoT Deployments in Retail Sector by Regions 2021 - 2026
Table 36: IIoT Deployments in Retail Sector by Product Sub-segment 2021 - 2026
Table 37: IIoT Deployments in Oil and Gas Sector 2021 - 2026
Table 38: IIoT Deployments in Oil and Gas Sector by Regions 2021 - 2026
Table 39: IIoT Deployments in Oil and Gas Sector by Product Sub-segments 2021 - 2026
Table 40: IIoT Deployments in Cargo and Logistics Sector 2021 - 2026
Table 41: IIoT Deployments in Cargo and Logistics Sector by Regions 2021 - 2026
Table 42: IIoT Deployments in Cargo and Logistics Sector by Product Sub-segments 2021 - 2026
Table 43: IIoT Market for Utility Sector 2021 - 2026
Table 44: IIoT Market for Utility Sector by Regions 2021 - 2026
Table 45: IIoT Market for Utility Sector by Product Sub-segment 2021 - 2026
Table 46: IIoT Market for Hospitality Sector 2021 - 2026
Table 47: IIoT Market for Hospitality Sector by Regions 2021 - 2026
Table 48: IIoT Market for Hospitality Sector by Product Sub-segment 2021 - 2026
Table 49: DaaS Market for Business Data
Table 50: DaaS Market by Solution Type using Business Data
Table 51: DaaS Market by Source (Machine vs. Non-Machine Data)
Table 52: DaaS Market by Data Collection Type (IoT vs. Non-IoT)

Digital Twins Market by Technology, Twinning Type, Cyber-to-Physical Solutions, Use Cases and Applications in Industry Verticals 2021 - 2026

1.0 Executive Summary

2.0 Introduction
2.1 Overview
2.1.1 Understanding Digital Twinning
2.1.2 Cognitive Digital Twining
2.1.3 Digital Thread
2.1.4 Convergence of Sensors and Simulations
2.1.5 IoT APIs
2.1.6 Software Modules and Elements
2.1.7 Types of Digital Twinning
2.1.8 Digital Twinning Work Processes
2.1.9 Role and Importance of Digital Twinning
2.2 Related Technologies and Impact on Digital Twinning
2.2.1 Industrial Internet and Industry 4.0
2.2.2 Pairing Technology
2.2.3 Cyber-to-Physical Systems
2.2.4 AR, VR, and Mixed Reality
2.2.5 Artificial Intelligence and Machine Learning
2.2.6 Additive Manufacturing and 3D Printing
2.3 Potential Application and Outcome Analysis
2.3.1 Maintenance, Repair and Overhaul Operation
2.3.2 Digital Avatar of Consumer Assets
2.3.3 Performance/Service Monitoring
2.3.4 Inspection and Repairs
2.3.5 Predictive Maintenance
2.3.6 Product Design & Development
2.3.7 Composite Assembling/Manufacturing
2.3.8 Potential Business Outcomes
2.4 Digital Twinning Service Ecosystem
2.4.1 Industrial IoT
2.4.2 Consumer IoT
2.4.3 Industry Development
2.4.4 Digital Twinning as a Service

3.0 Digital Twins Company Assessment
3.1 ABB
3.2 Allerin Tech Pvt. Ltd.
3.3 Altair Engineering, Inc.
3.4 Amazon Web Services
3.5 ANSYS
3.6 Aucotec AG
3.7 Autodesk Inc.
3.8 Bentley Systems, Incorporated
3.9 CADFEM GmbH
3.10 Cisco Systems
3.11 Cityzenith
3.12 CoSMo Company SAS
3.13 Dassault Systems
3.14 Digital Twin Consortium
3.15 Digital Twin Technologies
3.16 DNV GL
3.17 DXC Technology
3.18 Eclipse Foundation
3.19 Emerson
3.20 Emesent
3.21 Faststream Technologies
3.22 FEINGUSS BLANK GmbH
3.23 Flowserve
3.24 Forward Networks
3.25 General Electric
3.26 Google
3.27 Hitachi Ltd.
3.28 Honeywell
3.29 HP
3.30 IBM
3.31 Industrial Internet Consortium
3.32 Intellias
3.33 Invicara
3.34 KBMax
3.35 Lanner Electronics
3.36 Microsoft
3.37 National Instruments
3.38 NavVis
3.39 Oracle
3.40 PETRA Data Science
3.41 Physical Web
3.42 Pratiti Technologies
3.43 Prodea System Inc.,
3.44 PTC
3.45 QiO Technologies
3.46 Robert Bosch (Germany)
3.47 SAP
3.48 Schneider
3.49 SenSat
3.50 Siemens
3.51 Sight Machine Inc.
3.52 Simplifa GmbH
3.53 Softweb Solutions Inc.
3.54 Sogeti Group
3.55 SWIM.AI (US).
3.56 Synavision
3.57 Sysmex Corporation
3.58 TIBCO Software
3.59 Toshiba Corporation
3.60 UrsaLeo
3.61 Virtalis Limited
3.62 Visualiz
3.63 Wipro Limited
3.64 XenonStack
3.65 Zest Labs

4.0 Digital Twins Market Analysis and Forecasts 2021 to 2026
4.1 Global Digital Twins 2021 - 2026
4.2 Digital Twins Market by Type of Twinning 2021 - 2026
4.3 Digital Twins Applications 2021 - 2026
4.4 Digital Twins by Industry 2021 - 2026
4.4.1 Digital Twins in Manufacturing by Type 2021 - 2026
4.4.2 Digital Twins in Smart City by Type 2021 - 2026
4.4.3 Digital Twins in Automotive by Type 2021 - 2026
4.4.4 Digital Twins in Healthcare by Type 2021 - 2026
4.4.5 Digital Twins in Transport by Type 2021 - 2026
4.5 Digital Twins by Region 2021 - 2026
4.5.1 North America Digital Twins 2021 - 2026
4.5.2 South America Digital Twins 2021 - 2026
4.5.3 Europe Digital Twins 2021 - 2026
4.5.4 APAC Digital Twins 2021 - 2026
4.5.5 MEA Digital Twins 2021 - 2026

5.0 Conclusions and Recommendations

Figures

Figure 1: Digital Twinning Model
Figure 2: Building Blocks of Cognitive Digital Twinning
Figure 3: Digital Thread Model in Digital Manufacturing Transformation Processes
Figure 4: Example of Types of Digital Twinning
Figure 5: Industrial Internet Building Block and Digital Twinning
Figure 6: Additive Manufacturing Path and Goals
Figure 7: Digital Thread for Additive Manufacturing in AM Process
Figure 8: Data Fusion for MRO Operation
Figure 9: Composite Manufacturing Model
Figure 10: Digital Twinning Application and Outcomes
Figure 11: Global Digital Twins 2021 - 2026
Figure 12: Digital Twins Types 2021 - 2026
Figure 13: Digital Twins Applications 2021 - 2026
Figure 14: Digital Twins by Industry 2021 - 2026
Figure 15: Digital Twins in Manufacturing by Type 2021 - 2026
Figure 16: Digital Twins in Manufacturing by Application 2021 - 2026
Figure 17: Digital Twins in Smart City by Type 2021 - 2026
Figure 18: Digital Twins in Smart City by Application 2021 - 2026
Figure 19: Digital Twins in Automotive by Type 2021 - 2026
Figure 20: Digital Twins in Automotive by Application 2021 - 2026
Figure 21: Digital Twins in Healthcare by Type 2021 - 2026
Figure 22: Digital Twins in Healthcare by Application 2021 - 2026
Figure 23: Digital Twins in Transport by Type 2021 - 2026
Figure 24: Digital Twins in Transport by Application 2021 - 2026
Figure 25: Digital Twins by Region 2021 - 2026
Figure 26: North America Digital Twins by Country 2021 - 2026
Figure 27: North America Digital Twins by Industry 2021 - 2026
Figure 28: United States Digital Twins 2021 - 2026
Figure 29: Canada Digital Twins 2021 - 2026
Figure 30: Mexico Digital Twins 2021 - 2026
Figure 31: South America Digital Twins by Country 2021 - 2026
Figure 32: South America Digital Twins by Industry 2021 - 2026
Figure 33: Argentina Digital Twins 2021 - 2026
Figure 34: Brazil Digital Twins 2021 - 2026
Figure 35: Chile Digital Twins 2021 - 2026
Figure 36: Europe Digital Twins by Country 2021 - 2026
Figure 37: Europe Digital Twins by Industry 2021 - 2026
Figure 28: U.K. Digital Twins 2021 - 2026
Figure 39: Germany Digital Twins 2021 - 2026
Figure 40: France Digital Twins 2021 - 2026
Figure 41: Spain Digital Twins 2021 - 2026
Figure 42: Italy Digital Twins 2021 - 2026
Figure 43: Poland Digital Twins 2021 - 2026
Figure 44: Russia Digital Twins 2021 - 2026
Figure 45: APAC Digital Twins by Country 2021 - 2026
Figure 46: APAC Digital Twins by Industry 2021 - 2026
Figure 47: China Digital Twins 2021 - 2026
Figure 48: Japan Digital Twins 2021 - 2026
Figure 49: South Korea Digital Twins 2021 - 2026
Figure 50: Australia Digital Twins 2021 - 2026
Figure 51: India Digital Twins 2021 - 2026
Figure 52: MEA Digital Twins by Country 2021 - 2026
Figure 53: MEA Digital Twins by Industry 2021 - 2026
Figure 54: Qatar Digital Twins 2021 - 2026
Figure 55: Kuwait Digital Twins 2021 - 2026
Figure 56: Saudi Arabia Digital Twins 2021 - 2026
Figure 57: South Africa Digital Twins 2021 - 2026

Tables

Table 1: Global Digital Twins 2021 - 2026
Table 2: Digital Twins Market by Type of Twinning 2021 - 2026
Table 3: Digital Twins Applications 2021 - 2026
Table 4: Digital Twins by Industry 2021 - 2026
Table 5: Digital Twins in Manufacturing by Type 2021 - 2026
Table 6: Digital Twins in Manufacturing by Application 2021 - 2026
Table 7: Digital Twins in Smart City by Type 2021 - 2026
Table 8: Digital Twins in Smart City by Application 2021 - 2026
Table 9: Digital Twins in Automotive by Type 2021 - 2026
Table 10: Digital Twins in Automotive by Application 2021 - 2026
Table 11: Digital Twins in Healthcare by Type 2021 - 2026
Table 12: Digital Twins in Healthcare by Application 2021 - 2026
Table 13: Digital Twins in Transport by Type 2021 - 2026
Table 14: Digital Twins in Transport by Application 2021 - 2026
Table 15: Digital Twins by Region 2021 - 2026
Table 16: North America Digital Twins by Country 2021 - 2026
Table 17: North America Digital Twins by Industry 2021 - 2026
Table 18: South America Digital Twins by Country 2021 - 2026
Table 19: South America Digital Twins by Industry 2021 - 2026
Table 20: Europe Digital Twins by Country 2021 - 2026
Table 21: Europe Digital Twins by Industry 2021 - 2026
Table 22: APAC Digital Twins by Country 2021 - 2026
Table 23: APAC Digital Twins by Industry 2021 - 2026
Table 24: MEA Digital Twins by Country 2021 - 2026
Table 25: MEA Digital Twins by Industry 2021 - 2026

Teleoperation and Telerobotics Market by Technologies, Solutions, and Applications for Enterprise and Industrial Automation 2021 - 2026

1.0 Executive Summary

2.0 Introduction
2.1 Teleoperation and Telerobotics
2.1.1 Telepresence
2.1.2 Telemanipulator and Collaborative Robots
2.2 Teleoperation Control Scheme
2.3 Virtual Reality and Telepresence
2.4 Remotely Operated Vehicles
2.5 Industrial IoT Adoption, Productivity, and Economic Contribution
2.6 Smart Factories, Industrial Automation and Industry 4.0
2.7 Workforce Augmentation
2.8 Hybrid Enterprise
2.9 Drone Logistics
2.10 Coronavirus Impact and Teleoperation Uptake
2.11 Market Drivers and Challenges
2.12 Value Chain Analysis
2.12.1 Hardware Providers
2.12.2 Equipment Providers
2.12.3 Platform Providers
2.12.4 Software and Service Providers

3.0 Technology and Application Analysis
3.1 Infrastructure Technology
3.1.1 Connected/Molding Machine
3.1.2 Telerobot/Telemanipulator
3.1.2.1 Technical Architecture
3.1.2.1.1 Telerobot
3.1.2.1.2 Web Client
3.1.2.1.3 Communications
3.1.2.1.4 Transmission Protocol
3.1.2.2 Real-Time Transport Protocol
3.1.3 HMI Computing/Video Conferencing Device
3.1.4 Servers and Storage
3.1.5 Tele-maintenance Station
3.1.6 Hardware Equipment
3.2 Software Technology
3.2.1 Digital Twinning and Controlling
3.2.1.1 Virtual Objects and Control of Real Assets
3.2.1.2 Digital Twinning as a Service
3.2.2 Conferencing and Communication
3.2.3 Network Management and Security
3.2.4 Identity and Authentication
3.2.5 Remote Monitoring and Analytics
3.2.6 Real-Time Streaming
3.2.7 AI Software
3.2.7.1 Machine Learning
3.2.7.2 Context-Based Processing
3.2.7.3 Cognitive Computing
3.2.7.4 Swarm Computing
3.3 Potential Application Analysis
3.3.1 Videoconferencing
3.3.2 Telepresence
3.3.3 Live Streaming
3.3.4 Remote Surgery and Operation
3.3.5 Drone Logistics
3.3.6 Pipeline Inspection
3.3.7 Advertising and Sales
3.3.8 Hazardous Environments
3.3.9 Subsea Work
3.3.10 Building Communities
3.3.11 Space Exploration
3.4 Use Case Analysis
3.4.1 Manufacturing
3.4.2 Healthcare and Medical
3.4.3 Automotive
3.4.4 Logistics
3.4.5 Education
3.4.6 Entertainment
3.4.7 Marine
3.4.8 Oil, Gas, and Mining
3.4.9 Advertising
3.4.10 Agriculture
3.4.11 Space Management
3.5 Connectivity and Cloud Deployment
3.6 Bilateral Control and Haptic Feedback
3.6.1 Unilateral vs. Bilateral Model Performance
3.6.2 Tactile Robotics and Human-Like Dexterity
3.6.3 Telerobotic Interface
3.7 Convergence between IT and OT
3.8 Multi-Access Edge Computing and 5G Network
3.9 Industrial Prosumer
3.10 Connected Service and Teleoperation

4.0 Company Analysis
4.1 AppFolio
4.2 ABB Group
4.3 AGT Robotics
4.4 ARM Holdings
4.5 Bosch
4.6 Buildium
4.7 Console
4.8 Calvary Robotics
4.9 Cisco
4.10 CloudMinds
4.11 Contiki
4.12 H Robotics
4.13 Digi International
4.14 Entrata
4.15 Ekso Bionics
4.16 General Electric
4.17 Google
4.18 IBM
4.19 iRobot
4.20 Intuitive Surgical
4.21 Kuka AG
4.22 London Computer Systems
4.23 MRI Software
4.24 Nachi Fujikoshi
4.25 Omron Corporation
4.26 Property Boulevard
4.27 RealPage
4.28 Rockend
4.29 TOPS Software
4.30 Yardi Systems

5.0 Teleoperations and Telerobotics Market Analysis and Forecast 2021 - 2026
5.1 Global IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.1.1 Consolidated IIoT Teleoperation and Telerobotics Market
5.1.2 IIoT Teleoperation and Telerobotics Market by Segment
5.1.2.1 IIoT Teleoperation and Telerobotics Market by Hardware
5.1.2.2 IIoT Teleoperation and Telerobotics Market by Equipment
5.1.2.3 IIoT Teleoperation and Telerobotics Market by Software
5.1.2.3.1 IIoT Teleoperation and Telerobotics Market by AI Software Technology
5.1.2.4 IIoT Teleoperation and Telerobotics Market by Service
5.1.2.4.1 IIoT Teleoperation and Telerobotics Market by Professional Service
5.1.3 IIoT Teleoperation and Telerobotics Market by Application
5.1.4 IIoT Teleoperation and Telerobotics Market by Industry Vertical
5.1.5 IIoT Teleoperation and Telerobotics Market by Deployment
5.1.6 IIoT Teleoperation and Telerobotics Market by Connectivity
5.2 Regional IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.2.1 IIoT Teleoperation and Telerobotics Market by Region
5.2.2 North America IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.2.3 Europe IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.2.4 Asia Pacific IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.2.5 Middle East IIoT Teleoperation and Telerobotics Market 2021 - 2026
5.2.6 Latin America IIoT Teleoperation and Telerobotics Market 2021 - 2026

6.0 Conclusions and Recommendations

Figures

Figure 1: Teleoperation System Architecture
Figure 2: Teleoperation Control Scheme
Figure 3: Hydraulic Injection Molding Machines
Figure 4: Telerobotics System Architecture
Figure 5: Surgical Robot Image
Figure 6: Marine Navigation Structure
Figure 7: Autonomous Navigation System Architecture
Figure 8: Agriculture Robotics and Autonomous Systems
Figure 9: Teleoperation Human Machine Haptic Interaction
Figure 10: Tactile Telerobot Architecture
Figure 11: Pelion Device to Data Platform
Figure 12: Bosch IoT Suite Framework
Figure 13: Calvary Extended Services
Figure 14: Ekso Bionic Exoskeleton
Figure 15: Global IIoT Teleoperation and Telerobotics Market 2021 - 2026

Tables

Table 1: Global IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 2: Global IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 3: Global IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 4: Global IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 5: Global IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 6: Global IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 7: Global IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 8: Global IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 9: Global IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 10: Global IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 11: Global IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 12: Global IIoT Teleoperation and Telerobotics Market by Region 2021 - 2026
Table 13: North America IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 14: North America IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 15: North America IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 16: North America IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 17: North America IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 18: North America IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 19: North America IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 20: North America IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 21: North America IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 22: North America IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 23: North America IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 24: North America IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 25: Europe IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 26: Europe IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 27: Europe IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 28: Europe IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 29: Europe IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 30: Europe IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 31: Europe IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 32: Europe IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 33: Europe IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 34: Europe IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 35: Europe IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 36: Europe IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 37: APAC IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 38: APAC IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 39: APAC IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 40: APAC IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 41: APAC IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 42: APAC IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 43: APAC IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 44: APAC IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 45: APAC IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 46: APAC IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 47: APAC IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 48: APAC IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 49: ASEAN IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 50: MEA IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 51: MEA IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 52: MEA IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 53: MEA IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 54: MEA IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 55: MEA IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 56: MEA IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 57: MEA IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 58: MEA IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 59: MEA IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 60: MEA IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 61: MEA IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026
Table 62: Latin America IIoT Teleoperation and Telerobotics Market by Segment 2021 - 2026
Table 63: Latin America IIoT Teleoperation and Telerobotics Market by Hardware 2021 - 2026
Table 64: Latin America IIoT Teleoperation and Telerobotics Market by Equipment 2021 - 2026
Table 65: Latin America IIoT Teleoperation and Telerobotics Market by Software 2021 - 2026
Table 66: Latin America IIoT Teleoperation and Telerobotics Market by AI Software Technology 2021 - 2026
Table 67: Latin America IIoT Teleoperation and Telerobotics Market by Service 2021 - 2026
Table 68: Latin America IIoT Teleoperation and Telerobotics Market by Professional Service 2021 - 2026
Table 69: Latin America IIoT Teleoperation and Telerobotics Market by Application 2021 - 2026
Table 70: Latin America IIoT Teleoperation and Telerobotics Market by Industry Vertical 2021 - 2026
Table 71: Latin America IIoT Teleoperation and Telerobotics Market by Deployment 2021 - 2026
Table 72: Latin America IIoT Teleoperation and Telerobotics Market by Connectivity 2021 - 2026
Table 73: Latin America IIoT Teleoperation and Telerobotics Market by Country 2021 - 2026

Note: Product cover images may vary from those shown
  • 24/7.ai Inc.
  • AB Electrolux
  • ABB Ltd.
  • Accenture
  • Adept Technology
  • Advanced Micro Devices Inc.
  • AGT International
  • AGT Robotics
  • AIBrian Inc.
  • Alibaba
  • Allerin Tech Pvt. Ltd.
  • Alluvium
  • Altair Engineering, Inc.
  • Amazon Inc.
  • Analog Devices
  • ANSYS
  • AOL Inc.
  • AppFolio
  • Apple Inc.
  • ARM Limited
  • Arundo Analytics
  • Atmel Corporation
  • ATOS
  • Aucotec AG
  • Autodesk Inc.
  • Automation IG
  • Ayla Networks Inc.
  • B+B SmartWorx
  • Baidu Inc.
  • Bentley Systems, Incorporated
  • Bosch
  • Brighterion Inc.
  • Buddy
  • Buildium
  • C3, Inc.
  • CADFEM GmbH
  • Calvary Robotics
  • Canvass Analytics
  • Cisco System Inc.
  • Cityzenith
  • CloudMinds
  • Console
  • Contiki
  • CoSMo Company SAS
  • Cumulocity GmBH
  • Cypress Semiconductor Corp
  • Dassault Systems
  • Digi International
  • Digital Reasoning Systems Inc.
  • Digital Twin Consortium
  • Digital Twin Technologies
  • DNV GL
  • DT42
  • DXC Technology
  • Echelon Corporation
  • Eclipse Foundation
  • Ecovacs Robotics Inc.
  • Ekso Bionics
  • Elecsys Corporation
  • Emerson
  • Emesent
  • Enea AB
  • Entrata
  • Erle Robotics
  • Express Logic Inc.
  • Facebook Inc.
  • Falkonry
  • FANUC Corporation
  • Faststream Technologies
  • FEINGUSS BLANK GmbH
  • Flowserve
  • Forward Networks
  • Fraight AI
  • Fujitsu Ltd.
  • Gemalto N.V.
  • General Electric
  • General Vision Inc.
  • Google Inc.
  • Gopher Protocol
  • Graphcore
  • H Robotics
  • H2O.ai
  • Haier Group Corporation
  • Helium Systems
  • Hewlett Packard Enterprise
  • Hitachi Ltd.
  • Honeywell
  • HotBlack Robotics Srl
  • Huawei Technologies Co. Ltd.
  • IBM Corp.
  • Inbenta Technologies Inc.
  • Industrial Internet Consortium
  • Infineon Technologies AG
  • Infor Global Solutions
  • Innodisk
  • Intel Corporation
  • InteliWISE
  • Intellias
  • Interactor
  • Intuitive Surgical
  • Invicara
  • IPsoft Inc.
  • iRobot Corp.
  • Juniper Networks, Inc.
  • KBMax
  • Koninklijke Philips N.V
  • Kuka AG
  • Lanner Electronics
  • Leap Motion Inc.
  • LG Electronics
  • Lockheed Martin
  • London Computer Systems
  • Losant IoT
  • MAANA
  • Matrix Industrial Automation
  • Mazor Robotics
  • Micron Technology
  • Microsoft Corp.
  • MicroStrategy Incorporated
  • Miele
  • Motion Controls Robotics Inc.
  • motion.ai
  • MRI Software
  • Nachi Fujikoshi
  • National Instruments
  • NavVis
  • Next IT Corporation
  • Nokia Corporation
  • Nuance Communications Inc.
  • NVidia Corporation
  • Omron Adept Technology
  • Omron Corporation
  • Oracle Corporation
  • Ortelio Ltd
  • Ozobot & Evollve Inc.
  • Panasonic Corporation
  • Pepper
  • PETRA Data Science
  • Physical Web
  • PointGrab Ltd.
  • Pratiti Technologies
  • Presenso
  • Prodea System Inc.,
  • Property Boulevard
  • PTC Corporation
  • Pv-Kraftwerker
  • QiO Technologies
  • QlikTech International AB
  • Qualcomm Incorporated
  • Rapyuta Robotics Co. Ltd.
  • Real-Time Innovation
  • RealPage
  • ReconRobotics Inc.
  • Rethink Robotics
  • Robert Bosch GmbH
  • Rockend
  • Rockwell Automation Inc.
  • Salesforce Inc.
  • Samsung Electronics Co Ltd.
  • SAP
  • SAS Institute Inc.
  • Schneider
  • Seegrid
  • Segway Inc. and Ninebot
  • SenSat
  • Sensata Technologies
  • Sentient Technologies Holdings Limited
  • Sharp
  • ShiftPixy
  • Siemens AG
  • Sight Machine Inc.
  • Simplifa GmbH
  • SK Telecom
  • SoftBank Robotics Holding Corp.
  • Softweb Solutions Inc.
  • Sogeti Group
  • Spacex
  • SparkCognition Inc.
  • STMicroelectronics
  • SWIM.AI (US).
  • Symantec Corporation
  • Synavision
  • Sysmex Corporation
  • Tech-Con Automation Inc.
  • Teknowlogi
  • Tellmeplus
  • Tencent
  • Tend.ai
  • Terminus
  • Tesla Inc.
  • Texas Instruments Inc.
  • Thethings.io
  • TIBCO Software
  • TOPS Software
  • Toshiba Corporation
  • Tuya Smart
  • Universal Robots
  • Uptake
  • UrsaLeo
  • Veros Systems Inc.
  • Virtalis Limited
  • Visualiz
  • Whirlpool Corporation
  • Wind River Systems Inc.
  • Wipro Limited
  • Wolf Robotics LLC
  • Worldsensing
  • Wovyn LLC.
  • XenonStack
  • Xiaomi Technology Co. Ltd.
  • XILINX Inc.
  • Yardi Systems
  • Yaskawa Electric Corporation
  • Zest Labs
Note: Product cover images may vary from those shown

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