Edge AI Hardware Market by Device, Processor (CPU, GPU, and ASIC), Function, Power Consumption (Less than 1 W, 1-3 W, >3-5 W, >5-10 W, and More than 10 W), Vertical and Region - Global Forecast to 2030

1.1 Study Objectives
1.2 Market Definition
1.3 Study Scope
1.3.1 Inclusions and Exclusions
1.3.2 Markets Covered and Regional Scope
1.3.3 Years Considered
1.4 Currency Considered
1.5 Unit Considered
1.6 Limitations
1.7 Stakeholders
1.8 Summary of Changes

2.1 Research Data
2.1.1 Secondary Data
2.1.1.1 Major Secondary Sources
2.1.1.2 Key Data from Secondary Sources
2.1.2 Primary Data
2.1.2.1 List of Key Interview Participants
2.1.2.2 Key Data from Primary Sources
2.1.2.3 Key Industry Insights
2.1.2.4 Breakdown of Primaries
2.1.3 Secondary and Primary Research
2.1.4 Bottom-Up Approach
2.1.4.1 Approach to Derive Market Size Using Bottom-Up Approach
(Demand-Side)
2.1.5 Top-Down Approach
2.1.5.1 Approach to Derive Market Size Using Top-Down Analysis
(Supply-Side)
2.2 Data Triangulation
2.3 Research Assumptions
2.4 Report Limitations
2.5 Risk Assessment

4.1 Attractive Growth Opportunities for Players in Edge Ai Hardware Market
4.2 Edge Ai Hardware Market, by Device
4.3 Edge Ai Hardware Market, by Vertical
4.4 Edge Ai Hardware Market, by Power Consumption
4.5 Edge Ai Hardware Market in Asia-Pacific, by Device and Country
4.6 Edge Ai Hardware Market, by Geography

5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Need for Real-Time Data Processing and Reduced Cloud Dependency
5.2.1.2 Development of Dedicated Ai Processing Units for Edg1 Device Applications
5.2.1.3 Necessity to Optimize Data Management and Reduce Cloud Infrastructure Load
5.2.2 Restraints
5.2.2.1 Complexities Associated with Network Implementation
5.2.3 Opportunities
5.2.3.1 Advancements in Edge Ai Hardware Through Generative A1 Workload Optimization
5.2.3.2 Development of On-Device Visual Processors for Next-Generation Mobile Ai Applications
5.2.3.3 Growing Integration of Edge Computing Across Robotics, Automotive, and Industrial Sectors
5.2.3.4 Opportunities in Ultra-Low Latency Ai Applications with 5G-Powered Edge Infrastructure
5.2.4 Challenges
5.2.4.1 Balancing Performance and Power Consumption in Edge Ai Systems
5.2.4.2 Developing Cohesive Edge Ai Standards Across Diverse Industry Requirements
5.2.4.3 Shortage of Skilled Workforce
5.3 Supply Chain Analysis
5.4 Trends/Disruptions Impacting Customer Business
5.5 Ecosystem Analysis
5.6 Porter's Five Forces Analysis
5.6.1 Threat of New Entrants
5.6.2 Threat of Substitutes
5.6.3 Bargaining Power of Suppliers
5.6.4 Bargaining Power of Buyers
5.6.5 Intensity of Competitive Rivalry
5.7 Key Stakeholders and Buying Criteria
5.7.1 Key Stakeholders in Buying Process
5.7.2 Buying Criteria
5.8 Case Study Analysis
5.9 Investment and Funding Scenario
5.10 Technology Analysis
5.10.1 Key Technologies
5.10.1.1 Iot
5.10.1.2 5G
5.10.1.3 Fog Computing
5.10.2 Complementary Technologies
5.10.2.1 Generative Ai
5.10.3 Adjacent Technologies
5.10.3.1 Blockchain
5.11 Trade Analysis
5.11.1 Import Scenario (Hs Code 854231)
5.11.2 Export Scenario (Hs Code 854231)
5.12 Patent Analysis
5.13 Regulatory Landscape
5.13.1 Regulatory Bodies, Government Agencies, and Other Organizations
5.13.2 Standards
5.14 Key Conferences and Events, 2025-2026
5.15 Pricing Analysis
5.15.1 Pricing Range of Processors, by Key Player, 2024
5.15.2 Average Selling Price Trend of Processors, by Region, 2021-2024
5.16 Ai Impact on Market
5.17 2025 Us Tariff Impact on Market
5.17.1 Introduction
5.17.2 Key Tariff Rates
5.17.3 Price Impact Analysis
5.17.4 Most-Impacted Regions/Countries
5.17.4.1 US
5.17.4.2 Europe
5.17.4.3 Asia-Pacific
5.17.5 Vertical-Level Impact

6.1 Introduction
6.2 Smartphones
6.2.1 Shift Toward Edge Computing in Mobile Devices to Drive Market
6.3 Surveillance Cameras
6.3.1 Ability to Run Deep Neural Networks at High Speed and Low Power to Fuel Market Growth
6.4 Robots
6.4.1 Industrial Robotics and Automation to Boost Demand
6.5 Wearables
6.5.1 Rising Focus on Health Monitoring and Personalized Wellness to Foster Market Growth
6.6 Edge Servers
6.6.1 Excellence in Enabling Faster Decision-Making and Automated Actions to Accelerate Adoption
6.7 Smart Speakers
6.7.1 Potential to Optimize Voice Assistant Performance T1 Propel Market
6.8 Automotive Systems
6.8.1 Emphasis of Automakers on Enhancing In-Vehicle Intelligence to Drive Market
6.9 Other Devices

7.1 Introduction
7.2 Less Than 1 W
7.2.1 Rising Use of Wearables Consuming Less Than 1 W of Electricity to Boost Segmental Growth
7.3 1-3 W
7.3.1 Increasing Smartphone Subscribers to Foster Segmental Growth
7.4 >3-5 W
7.4.1 Ability to Deliver Optimized Power Management for Smart Speakers to Boost Demand
7.5 >5-10 W
7.5.1 Growing Deployment of Surveillance Cameras with Face Recognition and Vehicle Recognition Ability to Drive Market
7.6 More Than 10 W
7.6.1 Rising Demand for Smart Mirrors to Fuel Market Growth

8.1 Introduction
8.2 Cpu
8.2.1 Increasing Deployment in Smartphones and Smart Speakers to Fuel Segmental Growth
8.3 Gpu
8.3.1 Potential to Enable High-Speed Parallel Processing for Modern Applications to Foster Segmental Growth
8.4 Asic
8.4.1 Elevating Use of High-Speed Fixed-Function Asics in Vision Processing to Propel Market
8.5 Other Processors

9.1 Introduction
9.2 Training
9.2.1 Maximizing Data Security Through On-Device Training T1 Drive Market
9.3 Inference
9.3.1 Rising Focus on Developing Low-Power and High-Performance Processors to Accelerate Demand

10.1 Introduction
10.2 Consumer Electronics
10.2.1 Expanding Use of On-Device Ai in Consumer Electronics T1 Fuel Market Growth
10.2.2 Smartphones
10.2.2.1 Escalating Demand for Dedicated Ai Chipset-Enabled Smartphones to Accelerate Market Growth
10.2.3 Wearables
10.2.3.1 Rising Use of Ar/Vr Technology in Gaming Applications to Support Market Growth
10.2.4 Entertainment Robots
10.2.4.1 Growing Adoption of Robotic Pets as Companions T1 Create Opportunities
10.3 Smart Homes
10.3.1 Elevating Demand for Smart Speakers to Drive Market
10.3.2 Smart Speakers
10.3.2.1 Ease of Use and Convenience to Increase Adoption by Elderly and Busy People
10.3.3 Smart Cameras
10.3.3.1 Round-The-Clock Security Requirement to Surge Adoption
10.3.4 Domestic Robots
10.3.4.1 Ability to Manage Lawn Mowing and Floor, Pool, and Window Cleaning Activities to Spike Demand
10.4 Automotive & Transportation
10.4.1 Emergence of Autonomous Vehicles to Fuel Market Growth
10.4.2 Automotive Systems
10.4.2.1 Strong Focus on Enhancing Safety and Automation in Modern Vehicles to Drive Market
10.4.3 Surveillance Cameras
10.4.3.1 Need for Advanced Vehicle Recognition and Counting Technology to Boost Deployment
10.4.4 Logistics Robots
10.4.4.1 Elevating Use in Courier and Cargo Handling Applications T1 Drive Market
10.4.5 Other Automotive & Transportation Devices
10.5 Government
10.5.1 Rising Adoption of Advanced Technologies to Ensure Citizen Security and Safety to Create Opportunities
10.5.2 Surveillance Cameras
10.5.2.1 Increasing Use by Police and First Responders to Augmen1 Market Growth
10.5.3 Drones
10.5.3.1 Adoption of Ai-Powered Drones in Tracking Suspects and Investigating Accidents to Propel Market
10.6 Healthcare
10.6.1 Emergence of Ai-Powered Medical Robots and Wearables T1 Offer Lucrative Opportunities
10.6.2 Medical Robots
10.6.2.1 Emphasis on Minimizing Infection Risks to Patients to Boost Adoption
10.6.3 Wearables
10.6.3.1 Growing Trend of Remote Patient Monitoring to Encourage Adoption
10.6.4 Other Healthcare Devices
10.7 Industrial
10.7.1 Growing Use in Quality Control and Machine Inspection Applications to Contribute to Market Growth
10.7.2 Industrial Robots
10.7.2.1 Increasing Adoption to Speed Up Production, Improve Productivity, and Reduce Product Cost to Drive Market
10.7.3 Drones
10.7.3.1 Rising Use to Automate Inspection Processes, Save Time, and Provide Accurate Results to Support Market Growth
10.7.4 Mv Cameras
10.7.4.1 Potential to Minimize Production Downtime by Detecting Machinery Defects at Faster Rate to Elevate Adoption
10.8 Aerospace & Defense
10.8.1 Emerging Defense Technologies to Enable Autonomous Combat to Boost Adoption
10.8.2 Service Robots
10.8.2.1 Rising Use in Confined Space Operations to Stimulate Market Growth
10.8.3 Other Aerospace & Defense Devices
10.9 Construction
10.9.1 Increasing Execution of Demolition Projects to Spur Demand
10.9.2 Service Robots
10.9.2.1 Elevating Use Across Transportation, Water, and Urban Infrastructure Development Projects to Fuel Market Growth
10.9.3 Drones
10.9.3.1 Increasing Use in Earthwork Management, Project Planning, and Surveying Applications to Support Market Growth
10.10 Other Verticals
10.10.1 Surveillance Cameras
10.10.1.1 Growing Incidents of Robbery and Terror Threats to Create Requirement for Surveillance Cameras
10.10.2 Professional Service Robots
10.10.2.1 Retail Stores, Restaurants, Amusement Parks, and Airports to be Major End-Users of Professional Robots
10.10.3 Wearables
10.10.3.1 Rising Use of Wearables by Enterprises for On-The-Job Training to Propel Market Growth
10.10.4 Other Devices
10.10.4.1 Emergence of Virtual Dressing Rooms in Apparel Industry to Support Market Growth
10.10.5 Edge Servers
10.10.5.1 Need to Improve Efficiency of Agricultural Operations to Generate Requirement for Edge Ai
10.10.6 Drones
10.10.6.1 Surging Adoption of Drones to Monitor Crops to Push Market Growth

11.1 Introduction
11.2 North America
11.2.1 Macroeconomic Outlook for North America
11.2.2 US
11.2.2.1 Government-Led Investments in Machine Learning Solutions T1 Drive Market
11.2.3 Canada
11.2.3.1 Rising Focus of Startups on Developing Ai Ecosystem T1 Accelerate Demand
11.2.4 Mexico
11.2.4.1 Increasing Penetration of Al and Robotics in Manufacturing Sector to Fuel Market Growth
11.3 Europe
11.3.1 Macroeconomic Outlook for Europe
11.3.2 Germany
11.3.2.1 Growing Adoption of Digital Solutions in Manufacturing Plants T1 Fuel Market Growth
11.3.3 UK
11.3.3.1 Rising Demand for Ai-Based Robots in Industrial Applications T1 Drive Market
11.3.4 France
11.3.4.1 Government-Led Funding in Ai-Based Startups to Expedit1 Market Growth
11.3.5 Spain
11.3.5.1 Rapid Adoption of Cloud Computing to Accelerate Demand
11.3.6 Italy
11.3.6.1 Growing Inclination Toward Ai Adoption and Digital Transformation to Offer Lucrative Growth Opportunities
11.3.7 Poland
11.3.7.1 Increasing Foreign and Domestic Investments in Cloud and Ai Infrastructure Development to Spur Demand
11.3.8 Nordics
11.3.8.1 Government Support to Enhance Ai Capabilities to Creat1 Lucrative Opportunities
11.3.9 Rest of Europe
11.4 Asia-Pacific
11.4.1 Macroeconomic Outlook for Asia-Pacific
11.4.2 China
11.4.2.1 Booming Automotive & Transportation Sector to Contribute T1 Market Growth
11.4.3 Japan
11.4.3.1 Strong Emphasis on Manufacturing Industrial Robots to Drive Market
11.4.4 South Korea
11.4.4.1 Growing Emphasis on Developing Ai Infrastructure to Drive Market
11.4.5 India
11.4.5.1 Government-Led Initiatives to Boost Ai Infrastructure to Create Market Growth Potential
11.4.6 Australia
11.4.6.1 Government Initiatives Encouraging Ai Adoption to Suppor1 Market Growth
11.4.7 Indonesia
11.4.7.1 Rapid Digital Transformation and Data Center Expansion T1 Increase Demand
11.4.8 Malaysia
11.4.8.1 Government Support to Strengthen Data Center Capacity to Offer Lucrative Opportunities
11.4.9 Thailand
11.4.9.1 Significant Focus on Ai Innovation and Setting Digital Economy to Facilitate Demand
11.4.10 Vietnam
11.4.10.1 Investments in Establishing Green Ai-Ready Data Centers T1 Spike Demand
11.4.11 Rest of Asia-Pacific
11.5 Row
11.5.1 Macroeconomic Outlook for RoW
11.5.2 South America
11.5.2.1 High Investments in It Security and Services to Accelerat1 Market Growth
11.5.3 Middle East
11.5.3.1 Rapid Industrialization and Smart City Products to Drive Demand
11.5.3.2 Bahrain
11.5.3.2.1 Foreign Investments in Ai Innovation to Propel Market
11.5.3.3 Kuwait
11.5.3.3.1 Growing Demand for Ai Workloads and Cloud Services to Drive Market
11.5.3.4 Oman
11.5.3.4.1 Significant Focus on Developing Local Expertise in Chip Design and Manufacturing to Create Opportunities
11.5.3.5 Qatar
11.5.3.5.1 Advancements in Ai and Graphics Processing Technologies to Propel Market
11.5.3.6 Saudi Arabia
11.5.3.6.1 Growing Emphasis on Digital Transformation and Technological Innovation to Drive Market
11.5.3.7 UAE
11.5.3.7.1 Goal to Become a Global Ai and Digital Innovation Hub to Contribute to Market Growth
11.5.3.8 Rest of Middle East
11.5.4 Africa
11.5.4.1 Increasing Demand for Cloud and Ai-Driven Solutions to Drive Market
11.5.4.2 South Africa
11.5.4.2.1 Rapid Digital Transformation to Support Market Expansion
11.5.4.3 Other African Countries

12.1 Overview
12.2 Key Player Strategies/Right to Win, January 2020-May 2025
12.3 Revenue Analysis, 2020-2024
12.4 Market Share Analysis, 2024
12.5 Company Valuation and Financial Metrics
12.6 Brand/Product Comparison
12.7 Company Evaluation Matrix: Key Players, 2024
12.7.1 Stars
12.7.2 Emerging Leaders
12.7.3 Pervasive Players
12.7.4 Participants
12.7.5 Company Footprint: Key Players, 2024
12.7.5.1 Company Footprint
12.7.5.2 Region Footprint
12.7.5.3 Device Footprint
12.7.5.4 Power Consumption Footprint
12.7.5.5 Processor Footprint
12.7.5.6 Function Footprint
12.7.5.7 Vertical Footprint
12.8 Company Evaluation Matrix: Startups/Smes, 2024
12.8.1 Progressive Companies
12.8.2 Responsive Companies
12.8.3 Dynamic Companies
12.8.4 Starting Blocks
12.8.5 Competitive Benchmarking: Startups/Smes, 2024
12.8.5.1 Detailed List of Key Startups/Smes
12.8.5.2 Competitive Benchmarking of Key Startups/Smes
12.9 Competitive Scenario
12.9.1 Product Launches/Enhancements
12.9.2 Deals
12.9.3 Other Developments

13.1 Key Companies
13.1.1 Qualcomm Technologies, Inc.
13.1.1.1 Business Overview
13.1.1.2 Products/Solutions/Services Offered
13.1.1.3 Recent Developments
13.1.1.3.1 Product Launches/Enhancements
13.1.1.3.2 Deals
13.1.1.4 Analyst's View
13.1.1.4.1 Key Strengths/Right to Win
13.1.1.4.2 Strategic Choices
13.1.1.4.3 Weaknesses/Competitive Threats
13.1.2 Huawei Technologies Co. Ltd.
13.1.2.1 Business Overview
13.1.2.2 Products/Solutions/Services Offered
13.1.2.3 Recent Developments
13.1.2.3.1 Product Launches/Enhancements
13.1.2.3.2 Deals
13.1.2.3.3 Other Developments
13.1.2.4 Analyst's View
13.1.2.4.1 Key Strengths/Right to Win
13.1.2.4.2 Strategic Choices
13.1.2.4.3 Weaknesses/Competitive Threats
13.1.3 Samsung
13.1.3.1 Business Overview
13.1.3.2 Products/Solutions/Services Offered
13.1.3.3 Recent Developments
13.1.3.3.1 Product Launches/Enhancements
13.1.3.3.2 Deals
13.1.3.4 Analyst's View
13.1.3.4.1 Key Strengths/Right to Win
13.1.3.4.2 Strategic Choices
13.1.3.4.3 Weaknesses/Competitive Threats
13.1.4 Apple Inc.
13.1.4.1 Business Overview
13.1.4.2 Products/Solutions/Services Offered
13.1.4.3 Recent Developments
13.1.4.3.1 Product Launches/Enhancements
13.1.4.3.2 Deals
13.1.4.4 Analyst's View
13.1.4.4.1 Key Strengths/Right to Win
13.1.4.4.2 Strategic Choices
13.1.4.4.3 Weaknesses/Competitive Threats
13.1.5 Mediatek Inc.
13.1.5.1 Business Overview
13.1.5.2 Products/Solutions/Services Offered
13.1.5.3 Recent Developments
13.1.5.3.1 Product Launches/Enhancements
13.1.5.3.2 Deals
13.1.5.3.3 Other Developments
13.1.5.4 Analyst's View
13.1.5.4.1 Key Strengths/Right to Win
13.1.5.4.2 Strategic Choices
13.1.5.4.3 Weaknesses/Competitive Threats
13.1.6 Intel Corporation
13.1.6.1 Business Overview
13.1.6.2 Products/Solutions/Services Offered
13.1.6.3 Recent Developments
13.1.6.3.1 Product Launches/Enhancements
13.1.6.3.2 Deals
13.1.6.3.3 Other Developments
13.1.7 Nvidia Corporation
13.1.7.1 Business Overview
13.1.7.2 Products/Solutions/Services Offered
13.1.7.3 Recent Developments
13.1.7.3.1 Product Launches/Enhancements
13.1.7.3.2 Deals
13.1.7.3.3 Other Developments
13.1.8 Ibm
13.1.8.1 Business Overview
13.1.8.2 Products/Solutions/Services Offered
13.1.8.3 Recent Developments
13.1.8.3.1 Product Launches/Enhancements
13.1.8.3.2 Deals
13.1.9 Micron Technology, Inc.
13.1.9.1 Business Overview
13.1.9.2 Products/Solutions/Services Offered
13.1.9.3 Recent Developments
13.1.9.3.1 Product Launches/Enhancements
13.1.9.3.2 Deals
13.1.10 Advanced Micro Devices, Inc.
13.1.10.1 Business Overview
13.1.10.2 Products/Solutions/Services Offered
13.1.10.3 Recent Developments
13.1.10.3.1 Product Launches/Enhancements
13.1.10.3.2 Deals
13.1.11 Meta
13.1.11.1 Business Overview
13.1.11.2 Products/Solutions/Services Offered
13.1.11.3 Recent Developments
13.1.11.3.1 Deals
13.1.12 Tesla
13.1.12.1 Business Overview
13.1.12.2 Products/Solutions/Services Offered
13.1.13 Google
13.1.13.1 Business Overview
13.1.13.2 Products/Solutions/Services Offered
13.1.13.3 Recent Developments
13.1.13.3.1 Product Launches/Enhancements
13.1.13.3.2 Deals
13.1.14 Microsoft
13.1.14.1 Business Overview
13.1.14.2 Products/Solutions/Services Offered
13.1.14.3 Recent Developments
13.1.14.3.1 Deals
13.2 Other Players
13.2.1 Axelera Ai
13.2.2 Imagination Technologies
13.2.3 Cambricon
13.2.4 Tenstorrent
13.2.5 Blaize
13.2.6 General Vision Inc.
13.2.7 Mythic
13.2.8 Zero Asic Corporation
13.2.9 Applied Brain Research (Abr)
13.2.10 Horizon Robotics
13.2.11 Ceva, Inc.
13.2.12 Graphcore
13.2.13 Sambanova Systems, Inc.
13.2.14 Hailo

14.1 Discussion Guide
14.2 Knowledgestore: The Subscription Portal
14.3 Customization Options

Table 1 Parameters Included and Excluded
Table 2 Key Secondary Sources
Table 3 List of Industry Experts
Table 4 Assumptions Considered During Research
Table 5 Risk Assessment Analysis
Table 6 Roles of Companies in Edge Ai Hardware Ecosystem
Table 7 Edge Ai Hardware Market: Porter's Five Forces Analysis
Table 8 Influence of Stakeholders on Buying Process, by Vertical (%)
Table 9 Key Buying Criteria, by Vertical
Table 10 Imagimob Enhanced Fitness Trackers with Motion Intelligence for Deeper Activity Insights
Table 11 Anagog Jedai 4.0 Enabled Banks to Monitor and Predict
Customer Lifestyle Shifts
Table 12 Bytelake Developed Starter Kit to Accelerate Computer Vision Deployment in Retail
Table 13 Bytelake Integrated Intel's Vpu to Reduce Latency In
Traffic Monitoring Systems
Table 14 Import Data for Hs Code 854231-Compliant Products, by Country, 2020-2024 (USD Thousand)
Table 15 Export Data for Hs Code 854231-Compliant Products, by Country, 2020-2024 (USD Thousand)
Table 16 List of Major Patents Applied/Granted, 2020-2024
Table 17 North America: Regulatory Bodies, Government Agencies, and Other Organizations
Table 18 Europe: Regulatory Bodies, Government Agencies, and Other Organizations
Table 19 Asia-Pacific: Regulatory Bodies, Government Agencies, and Other Organizations
Table 20 RoW: Regulatory Bodies, Government Agencies, and Other Organizations
Table 21 Edge Ai Hardware Market: List of Conferences and Events, 2025-2026
Table 22 Pricing Range of Processors Offered by Key Players, 2024 (USD)
Table 23 Pricing Range of Processors, 2024 (USD)
Table 24 Average Selling Price Trend of Gpu, by Region, 2021-2024 (USD)
Table 25 Average Selling Price Trend of Cpu, by Region, 2021-2024 (USD)
Table 26 Average Selling Price Trend of Fpga, by Region, 2021-2024 (USD)
Table 27 Us-Adjusted Reciprocal Tariff Rates
Table 28 Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 29 Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 30 Edge Ai Hardware Market, by Device, 2021-2024 (USD Million)
Table 31 Edge Ai Hardware Market, by Device, 2025-2030 (USD Million)
Table 32 Smartphones: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 33 Smartphones: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 34 Surveillance Cameras: Edge Ai Hardware Market, by Application, 2021-2024 (Thousand Units)
Table 35 Surveillance Cameras: Edge Ai Hardware Market, by Application, 2025-2030 (Thousand Units)
Table 36 Surveillance Cameras: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 37 Surveillance Cameras: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 38 Robots: Edge Ai Hardware Market, by Application, 2021-2024 (Thousand Units)
Table 39 Robots: Edge Ai Hardware Market, by Application, 2025-2030 (Thousand Units)
Table 40 Robots: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 41 Robots: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 42 Wearables: Edge Ai Hardware Market, by Application, 2021-2024 (Thousand Units)
Table 43 Wearables: Edge Ai Hardware Market, by Application, 2025-2030 (Thousand Units)
Table 44 Wearables: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 45 Wearables: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 46 Edge Servers: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 47 Edge Servers: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 48 Smart Speakers: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 49 Smart Speakers: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 50 Automotive Systems: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 51 Automotive Systems: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 52 Other Devices: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 53 Other Devices: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 54 Edge Ai Hardware Market, by Power Consumption, 2021-2024 (Thousand Units)
Table 55 Edge Ai Hardware Market, by Power Consumption, 2025-2030 (Thousand Units)
Table 56 Edge Ai Hardware Market, by Processor, 2021-2024 (Thousand Units)
Table 57 Edge Ai Hardware Market, by Processor, 2025-2030 (Thousand Units)
Table 58 Edge Ai Hardware Market, by Function, 2021-2024 (Thousand Units)
Table 59 Edge Ai Hardware Market, by Function, 2025-2030 (Thousand Units)
Table 60 Edge Ai Hardware Market, by Vertical, 2021-2024 (Thousand Units)
Table 61 Edge Ai Hardware Market, by Vertical, 2025-2030 (Thousand Units)
Table 62 Consumer Electronics: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 63 Consumer Electronics: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 64 Consumer Electronics: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 65 Consumer Electronics: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 66 Consumer Electronics: Edge Ai Hardware Market in North America, by Country, 2021-2024 (Thousand Units)
Table 67 Consumer Electronics: Edge Ai Hardware Market in North America, by Country, 2025-2030 (Thousand Units)
Table 68 Consumer Electronics: Edge Ai Hardware Market in Europe, by Country, 2021-2024 (Thousand Units)
Table 69 Consumer Electronics: Edge Ai Hardware Market in Europe, by Country, 2025-2030 (Thousand Units)
Table 70 Consumer Electronics: Edge Ai Hardware Market in Asia-Pacific, by Country, 2021-2024 (Thousand Units)
Table 71 Consumer Electronics: Edge Ai Hardware Market in Asia-Pacific, by Country, 2025-2030 (Thousand Units)
Table 72 Consumer Electronics: Edge Ai Hardware Market in Row, by Region, 2021-2024 (Thousand Units)
Table 73 Consumer Electronics: Edge Ai Hardware Market in Row, by Region, 2025-2030 (Thousand Units)
Table 74 Smart Home: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 75 Smart Homes: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 76 Smart Home: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 77 Smart Home: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 78 Smart Home: Edge Ai Hardware Market in North America, by Country, 2021-2024 (Thousand Units)
Table 79 Smart Home: Edge Ai Hardware Market in North America, by Country, 2025-2030 (Thousand Units)
Table 80 Smart Home: Edge Ai Hardware Market in Europe, by Country, 2021-2024 (Thousand Units)
Table 81 Smart Home: Edge Ai Hardware Market in Europe, by Country, 2025-2030 (Thousand Units)
Table 82 Smart Home: Edge Ai Hardware Market in Asia-Pacific, by Country, 2021-2024 (Thousand Units)
Table 83 Smart Home: Edge Ai Hardware Market in Asia-Pacific, by Country, 2025-2030 (Thousand Units)
Table 84 Smart Home: Edge Ai Hardware Market in Row, by Region, 2021-2024 (Thousand Units)
Table 85 Smart Home: Edge Ai Hardware Market in Row, by Region, 2025-2030 (Thousand Units)
Table 86 Automotive & Transportation: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 87 Automotive & Transportation: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 88 Automotive & Transportation: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 89 Automotive & Transportation: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 90 Automotive & Transportation: Edge Ai Hardware Market in North America, by Country, 2021-2024 (Thousand Units)
Table 91 Automotive & Transportation: Edge Ai Hardware Market in North America, by Country, 2025-2030 (Thousand Units)
Table 92 Automotive & Transportation: Edge Ai Hardware Market in Europe, by Country, 2021-2024 (Thousand Units)
Table 93 Automotive & Transportation: Edge Ai Hardware Market in Europe, by Country, 2025-2030 (Thousand Units)
Table 94 Automotive & Transportation: Edge Ai Hardware Market in Asia-Pacific, by Country, 2021-2024 (Thousand Units)
Table 95 Automotive & Transportation: Edge Ai Hardware Market in Asia-Pacific, by Country, 2025-2030 (Thousand Units)
Table 96 Automotive & Transportation: Edge Ai Hardware Market in Row, by Region, 2021-2024 (Thousand Units)
Table 97 Automotive & Transportation: Edge Ai Hardware Market in Row, by Region, 2025-2030 (Thousand Units)
Table 98 Government: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 99 Government: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 100 Government: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 101 Government: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 102 Government: Edge Ai Hardware Market in North America, by Country, 2021-2024 (Thousand Units)
Table 103 Government: Edge Ai Hardware Market in North America, by Country, 2025-2030 (Thousand Units)
Table 104 Government: Edge Ai Hardware Market in Europe, by Country, 2021-2024 (Thousand Units)
Table 105 Government: Edge Ai Hardware Market in Europe, by Country, 2025-2030 (Thousand Units)
Table 106 Government: Edge Ai Hardware Market in Asia-Pacific, by Country, 2021-2024 (Thousand Units)
Table 107 Government: Edge Ai Hardware Market in Asia-Pacific, by Country, 2025-2030 (Thousand Units)
Table 108 Government: Edge Ai Hardware Market in Row, by Region, 2021-2024 (Thousand Units)
Table 109 Government: Edge Ai Hardware Market in Row, by Region, 2025-2030 (Thousand Units)
Table 110 Healthcare: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 111 Healthcare: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 112 Healthcare: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 113 Healthcare: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 114 Healthcare: Edge Ai Hardware Market in North America, by Country, 2021-2024 (Thousand Units)
Table 115 Healthcare: Edge Ai Hardware Market in North America, by Country, 2025-2030 (Thousand Units)
Table 116 Healthcare: Edge Ai Hardware Market in Europe, by Country, 2021-2024 (Thousand Units)
Table 117 Healthcare: Edge Ai Hardware Market in Europe, by Country, 2025-2030 (Thousand Units)
Table 118 Healthcare: Edge Ai Hardware Market in Asia-Pacific, by Country, 2021-2024 (Thousand Units)
Table 119 Healthcare: Edge Ai Hardware Market in Asia-Pacific, by Country, 2025-2030 (Thousand Units)
Table 120 Healthcare: Edge Ai Hardware Market in Row, by Region, 2021-2024 (Thousand Units)
Table 121 Healthcare: Edge Ai Hardware Market in Row, by Region, 2025-2030 (Thousand Units)
Table 122 Industrial: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 123 Industrial: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 124 Industrial: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 125 Industrial: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 126 Industrial: Edge Ai Hardware Market in North America, by Country, 2021-2024 (Thousand Units)
Table 127 Industrial: Edge Ai Hardware Market in North America, by Country, 2025-2030 (Thousand Units)
Table 128 Industrial: Edge Ai Hardware Market in Europe, by Country, 2021-2024 (Thousand Units)
Table 129 Industrial: Edge Ai Hardware Market in Europe, by Country, 2025-2030 (Thousand Units)
Table 130 Industrial: Edge Ai Hardware Market in Asia-Pacific, by Country, 2021-2024 (Thousand Units)
Table 131 Industrial: Edge Ai Hardware Market in Asia-Pacific, by Country, 2025-2030 (Thousand Units)
Table 132 Industrial: Edge Ai Hardware Market in Row, by Region, 2021-2024 (Thousand Units)
Table 133 Industrial: Edge Ai Hardware Market in Row, by Region, 2025-2030 (Thousand Units)
Table 134 Aerospace & Defense: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 135 Aerospace & Defense: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 136 Aerospace & Defense: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 137 Aerospace & Defense: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 138 Aerospace & Defense: Edge Ai Hardware Market in North America, by Country, 2021-2024 (Thousand Units)
Table 139 Aerospace & Defense: Edge Ai Hardware Market in North America, by Country, 2025-2030 (Thousand Units)
Table 140 Aerospace & Defense: Edge Ai Hardware Market in Europe, by Country, 2021-2024 (Thousand Units)
Table 141 Aerospace & Defense: Edge Ai Hardware Market in Europe, by Country, 2025-2030 (Thousand Units)
Table 142 Aerospace & Defense: Edge Ai Hardware Market in Asia-Pacific, by Country, 2021-2024 (Thousand Units)
Table 143 Aerospace & Defense: Edge Ai Hardware Market in Asia-Pacific, by Country, 2025-2030 (Thousand Units)
Table 144 Aerospace & Defense: Edge Ai Hardware Market in Row, by Region, 2021-2024 (Thousand Units)
Table 145 Aerospace & Defense: Edge Ai Hardware Market in Row, by Region, 2025-2030 (Thousand Units)
Table 146 Construction: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 147 Construction: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 148 Construction: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 149 Construction: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 150 Construction: Edge Ai Hardware Market in North America, by Country, 2021-2024 (Thousand Units)
Table 151 Construction: Edge Ai Hardware Market in North America, by Country, 2025-2030 (Thousand Units)
Table 152 Construction: Edge Ai Hardware Market in Europe, by Country, 2021-2024 (Thousand Units)
Table 153 Construction: Edge Ai Hardware Market in Europe, by Country, 2025-2030 (Thousand Units)
Table 154 Construction: Edge Ai Hardware Market in Asia-Pacific, by Country, 2021-2024 (Thousand Units)
Table 155 Construction: Edge Ai Hardware Market in Asia-Pacific, by Country, 2025-2030 (Thousand Units)
Table 156 Construction: Edge Ai Hardware Market in Row, by Region, 2021-2024 (Thousand Units)
Table 157 Construction: Edge Ai Hardware Market in Row, by Region, 2025-2030 (Thousand Units)
Table 158 Other Verticals: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 159 Other Verticals: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 160 Other Verticals: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 161 Other Verticals: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 162 Other Verticals: Edge Ai Hardware Market in North America, by Country, 2021-2024 (Thousand Units)
Table 163 Other Verticals: Edge Ai Hardware Market in North America, by Country, 2025-2030 (Thousand Units)
Table 164 Other Verticals: Edge Ai Hardware Market in Europe, by Country, 2021-2024 (Thousand Units)
Table 165 Other Verticals: Edge Ai Hardware Market in Europe, by Country, 2025-2030 (Thousand Units)
Table 166 Other Verticals: Edge Ai Hardware Market in Asia-Pacific, by Country, 2021-2024 (Thousand Units)
Table 167 Other Verticals: Edge Ai Hardware Market in Asia-Pacific, by Country, 2025-2030 (Thousand Units)
Table 168 Other Verticals: Edge Ai Hardware Market in Row, by Region, 2021-2024 (Thousand Units)
Table 169 Other Verticals: Edge Ai Hardware Market in Row, by Region, 2025-2030 (Thousand Units)
Table 170 Edge Ai Hardware Market, by Region, 2021-2024 (Million Units)
Table 171 Edge Ai Hardware Market, by Region, 2025-2030 (Million Units)
Table 172 North America: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 173 North America: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 174 North America: Edge Ai Hardware Market, by Country, 2021-2024 (Thousand Units)
Table 175 North America: Edge Ai Hardware Market, by Country, 2025-2030 (Thousand Units)
Table 176 Europe: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 177 Europe: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 178 Europe: Edge Ai Hardware Market, by Country, 2021-2024 (Thousand Units)
Table 179 Europe: Edge Ai Hardware Market, by Country, 2025-2030 (Thousand Units)
Table 180 Asia-Pacific: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 181 Asia-Pacific: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 182 Asia-Pacific: Edge Ai Hardware Market, by Country, 2021-2024 (Thousand Units)
Table 183 Asia-Pacific: Edge Ai Hardware Market, by Country, 2025-2030(Thousand Units)
Table 184 RoW: Edge Ai Hardware Market, by Device, 2021-2024 (Thousand Units)
Table 185 RoW: Edge Ai Hardware Market, by Device, 2025-2030 (Thousand Units)
Table 186 RoW: Edge Ai Hardware Market, by Region, 2021-2024 (Thousand Units)
Table 187 RoW: Edge Ai Hardware Market, by Region, 2025-2030 (Thousand Units)
Table 188 Middle East: Edge Ai Hardware Market, by Country, 2021-2024 (Thousand Units)
Table 189 Middle East: Edge Ai Hardware Market, by Country, 2025-2030 (Thousand Units)
Table 190 Africa: Edge Ai Hardware Market, by Country, 2021-2024 (Thousand Units)
Table 191 Africa: Edge Ai Hardware Market, by Country, 2025-2030 (Thousand Units)
Table 192 Key Player Strategies/Right to Win, 2020-2025
Table 193 Edge Ai Hardware Market: Degree of Competition, 2024
Table 194 Edge Ai Hardware Market: Region Footprint
Table 195 Edge Ai Hardware Market: Device Footprint
Table 196 Edge Ai Hardware Market: Power Consumption Footprint
Table 197 Edge Ai Hardware Market: Processor Footprint
Table 198 Edge Ai Hardware Market: Function Footprint
Table 199 Edge Ai Hardware Market: Vertical Footprint
Table 200 Edge Ai Hardware Market: List of Key Startups/Smes
Table 201 Edge Ai Hardware Market: Competitive Benchmarking Of
Key Startups/Smes
Table 202 Edge Ai Hardware Market: Product Launches/Enhancements, January 2020-May 2025
Table 203 Edge Ai Hardware Market: Deals, January 2020-May 2025
Table 204 Edge Ai Hardware Market: Other Developments, January 2020-May 2025
Table 205 Qualcomm Technologies, Inc.: Company Overview
Table 206 Qualcomm Technologies, Inc.: Products/Solutions/Services Offered
Table 207 Qualcomm Technologies, Inc.: Product Launches/Enhancements
Table 208 Qualcomm Technologies, Inc.: Deals
Table 209 Huawei Technologies Co., Ltd.: Company Overview
Table 210 Huawei Technologies Co., Ltd.: Products/Solutions/Services Offered
Table 211 Huawei Technologies Co., Ltd.: Product Launches/Enhancements
Table 212 Huawei Technologies Co., Ltd.: Deals
Table 213 Huawei Technologies Co., Ltd.: Other Developments
Table 214 Samsung: Company Overview
Table 215 Samsung: Products/Solutions/Services Offered
Table 216 Samsung Electronics Co., Ltd.: Product Launches/Enhancements
Table 217 Samsung Electronics Co., Ltd.: Deals
Table 218 Apple Inc.: Company Overview
Table 219 Apple Inc.: Products/Solutions/Services Offered
Table 220 Apple Inc.: Product Launches/Enhancements
Table 221 Apple Inc.: Deals
Table 222 Mediatek Inc.: Company Overview
Table 223 Mediatek Inc.: Products/Solutions/Services Offered
Table 224 Mediatek Inc.: Product Launches/Enhancements
Table 225 Mediatek Inc.: Deals
Table 226 Mediatek Inc.: Other Developments
Table 227 Intel Corporation: Company Overview
Table 228 Intel Corporation: Products/Solutions/Services Offered
Table 229 Intel Corporation: Product Launches/Enhancements
Table 230 Intel Corporation: Deals
Table 231 Intel Corporation: Other Developments
Table 232 Nvidia Corporation: Company Overview
Table 233 Nvidia Corporation: Products/Solutions/Services Offered
Table 234 Nvidia Corporation: Product Launches/Enhancements
Table 235 Nvidia Corporation: Deals
Table 236 Nvidia Corporation: Other Developments
Table 237 Ibm: Company Overview
Table 238 Ibm: Products/Solutions/Services Offered
Table 239 Ibm: Product Launches/Enhancements
Table 240 Ibm: Deals
Table 241 Micron Technology, Inc.: Company Overview
Table 242 Micron Technology, Inc.: Products/Solutions/Services Offered
Table 243 Micron Technology, Inc.: Product Launches/Enhancements
Table 244 Micron Technology, Inc.: Deals
Table 245 Advanced Micro Devices, Inc.: Company Overview
Table 246 Advanced Micro Devices, Inc.: Products/Solutions/Services Offered
Table 247 Advanced Micro Devices, Inc.: Product Launches/Enhancements
Table 248 Advanced Micro Devices, Inc.: Deals
Table 249 Meta: Company Overview
Table 250 Meta: Products/Solutions/Services Offered
Table 251 Meta: Deals
Table 252 Tesla: Company Overview
Table 253 Tesla: Products/Solutions/Services Offered
Table 254 Google: Company Overview
Table 255 Google: Products/Solutions/Services Offered
Table 256 Google: Product Launches
Table 257 Google: Deals
Table 258 Microsoft: Company Overview
Table 259 Microsoft: Products/Solutions/Services Offered
Table 260 Microsoft: Deals

Figure 1 Edge Ai Hardware Market Segmentation and Regional Scope
Figure 2 Edge Ai Hardware Market: Research Design
Figure 3 Data Captured Through Secondary Sources
Figure 4 Key Data Received from Primary Sources
Figure 5 Insights from Industry Experts
Figure 6 Primary Breakdown: by Company Type, Designation, and Region
Figure 7 Primary and Secondary Research Approach
Figure 8 Edge Ai Hardware Market: Bottom-Up Approach
Figure 9 Edge Ai Hardware Market: Top-Down Approach
Figure 10 Data Triangulation
Figure 11 Smartphones Segment to Dominate Edge Ai Hardware Market, in Terms of Volume, from 2025 to 2030
Figure 12 Training Segment to Record Higher CAGR in Edge Ai Hardware Market, in Terms of Volume, During Forecast Period
Figure 13 Consumer Electronics Segment Led Market, in Terms of Volume, in 2024
Figure 14 Asia-Pacific Captured Prominent Market Share, in Terms of Volume, in 2024
Figure 15 Emergence of 5G Networks to Create Lucrative Opportunities for Market Players
Figure 16 Smartphones to Account for Majority of Market Share, in Terms of Volume, in 2030
Figure 17 Consumer Electronics Vertical to Gain Prominent Market Share, in Terms of Volume, in 2030
Figure 18 Edge Ai Hardware with 1-3 Watt Power Consumption to Capture Largest Market Share in 2030
Figure 19 Smartphones Segment and China Held Largest Share of Asia-Pacific Market, in Terms of Volume, in 2024
Figure 20 China to Exhibit Second-Highest CAGR in Global Edge Ai Hardware Market, in Terms of Volume, During Forecast Period
Figure 21 Edge Ai Hardware Market: Drivers, Restraints, Opportunities, and Challenges
Figure 22 Edge Ai Hardware Market: Impact Analysis of Drivers
Figure 23 Edge Ai Hardware Market: Impact Analysis of Restraints
Figure 24 Edge Ai Hardware Market: Impact Analysis of Opportunities
Figure 25 Edge Ai Hardware Market: Impact Analysis of Challenges
Figure 26 Edge Ai Hardware Market: Supply Chain Analysis
Figure 27 Trends/Disruptions Influencing Customer Business
Figure 28 Edge Ai Hardware Market: Ecosystem Analysis
Figure 29 Porter's Five Forces Analysis
Figure 30 Influence of Stakeholders on Buying Process, by Vertical
Figure 31 Key Buying Criteria, by Vertical
Figure 32 Investment and Funding Scenario for Startup Companies
Figure 33 Import Scenario for Hs Code 854231-Compliant Products in Top 5 Countries, 2020-2024
Figure 34 Export Scenario for Hs Code 854231-Compliant Products in Top 5 Countries, 2020-2024
Figure 35 Patents Applied and Granted, 2014-2024
Figure 36 Average Selling Price Trend of Gpu, by Region, 2021-2024
Figure 37 Average Selling Price Trend of Cpu, by Region, 2021-2024
Figure 38 Average Selling Price Trend of Fpga, by Region, 2021-2024
Figure 39 Edge Ai Hardware Market: Impact of Ai
Figure 40 Smartphones to Account for Largest Share of Edge Ai Hardware Market, in Terms of Volume, in 2025
Figure 41 More Than 10 W Segment to Exhibit Highest CAGR During Forecast Period
Figure 42 Cpu Segment to Hold Largest Share of Edge Ai Hardware Market in 2030
Figure 43 Inference Function to Hold Prominent Market Share in 2025
Figure 44 Consumer Electronics to Hold Largest Market Share in 2030
Figure 45 Asia-Pacific to Record Highest CAGR During Forecast Period
Figure 46 North America: Edge Ai Hardware Market Snapshot
Figure 47 Europe: Edge Ai Hardware Market Snapshot
Figure 48 Asia-Pacific: Edge Ai Hardware Market Snapshot
Figure 49 Edge Ai Hardware Market: Revenue Analysis of Top 5 Players, 2020-2024
Figure 50 Edge Ai Hardware Market Share Analysis, 2024
Figure 51 Valuation of Key Players in Edge Ai Hardware Market
Figure 52 Ev/Ebitda of Key Players
Figure 53 Brand/Product Comparison
Figure 54 Edge Ai Hardware Market: Company Evaluation Matrix (Key Players), 2024
Figure 55 Edge Ai Hardware Market: Company Footprint
Figure 56 Edge Ai Hardware Market: Company Evaluation Matrix (Startups/Smes), 2024
Figure 57 Qualcomm Technologies, Inc.: Company Snapshot
Figure 58 Huawei Technologies Co., Ltd.: Company Snapshot
Figure 59 Samsung: Company Snapshot
Figure 60 Apple Inc.: Company Snapshot
Figure 61 Mediatek Inc.: Company Snapshot
Figure 62 Intel Corporation: Company Snapshot
Figure 63 Nvidia Corporation: Company Snapshot
Figure 64 Ibm: Company Snapshot
Figure 65 Micron Technology, Inc.: Company Snapshot
Figure 66 Advanced Micro Devices, Inc.: Company Snapshot
Figure 67 Meta: Company Snapshot
Figure 68 Tesla: Company Snapshot
Figure 69 Alphabet, Inc.: Company Snapshot
Figure 70 Microsoft: Company Snapshot