Edge AI Hardware Market by Device, Processor (CPU, GPU, and ASIC), Function (Training, Inference), Power Consumption (Less than 1 W, 1-3 W, 3-5 W, 5-10 W, and more than 10 W), Vertical and Geography - Global Forecast to 2029

TABLE OF CONTENTS

1 INTRODUCTION

• 1.1 STUDY OBJECTIVES
• 1.2 MARKET DEFINITION
• 1.3 STUDY SCOPE
  • 1.3.1 MARKETS COVERED
  • FIGURE 1 EDGE AI HARDWARE MARKET: SEGMENTATION
  • 1.3.2 INCLUSIONS AND EXCLUSIONS
  • 1.3.3 REGIONAL SCOPE
  • 1.3.4 YEARS CONSIDERED
• 1.4 CURRENCY CONSIDERED
  • TABLE 1 USD EXCHANGE RATES
• 1.5 UNITS CONSIDERED
• 1.6 LIMITATIONS
• 1.7 STAKEHOLDERS
• 1.8 SUMMARY OF CHANGES
• 1.9 RECESSION IMPACT

2 RESEARCH METHODOLOGY

• 2.1 RESEARCH APPROACH
  • FIGURE 2 EDGE AI HARDWARE MARKET: RESEARCH DESIGN
  • 2.1.1 SECONDARY DATA
    • 2.1.1.1 Key data from secondary sources
    • 2.1.1.2 List of major 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
• 2.2 SECONDARY AND PRIMARY RESEARCH
  • FIGURE 3 EDGE AI HARDWARE MARKET: RESEARCH APPROACH
• 2.3 MARKET SIZE ESTIMATION METHODOLOGY
  • 2.3.1 BOTTOM-UP APPROACH
    • 2.3.1.1 Approach to estimate market size using bottom-up analysis (Demand side)
  • FIGURE 4 MARKET SIZE METHODOLOGY: BOTTOM-UP APPROACH
  • 2.3.2 TOP-DOWN APPROACH
    • 2.3.2.1 Approach to estimate market size using top-down analysis (Supply side)
  • FIGURE 5 MARKET SIZE METHODOLOGY: TOP-DOWN APPROACH
• 2.4 DATA TRIANGULATION
  • FIGURE 6 DATA TRIANGULATION
• 2.5 RESEARCH ASSUMPTIONS
• 2.6 RESEARCH LIMITATIONS
• 2.7 PARAMETERS CONSIDERED TO ANALYZE IMPACT OF RECESSION ON EDGE AI HARDWARE MARKET
• 2.8 RISK ASSESSMENT

3 EXECUTIVE SUMMARY

• FIGURE 7 SMARTPHONES SEGMENT TO DOMINATE MARKET IN 2029
• FIGURE 8 TRAINING SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD
• FIGURE 9 CONSUMER ELECTRONICS SEGMENT TO DOMINATE MARKET IN 2024
• FIGURE 10 ASIA PACIFIC TO HOLD LARGEST MARKET SHARE IN 2024 (IN TERMS OF VOLUME)

4 PREMIUM INSIGHTS

• 4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN EDGE AI HARDWARE MARKET
  • FIGURE 11 EMERGENCE OF 5G NETWORKS TO CREATE LUCRATIVE OPPORTUNITIES FOR PLAYERS
• 4.2 EDGE AI HARDWARE MARKET, BY DEVICE
  • FIGURE 12 SMARTPHONES TO HOLD LARGEST MARKET SHARE IN 2029 (IN TERMS OF VOLUME)
• 4.3 EDGE AI HARDWARE MARKET, BY VERTICAL
  • FIGURE 13 CONSUMER ELECTRONICS SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2029 (IN TERMS OF VOLUME)
• 4.4 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION
  • FIGURE 14 LESS THAN 1 W SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
• 4.5 EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY DEVICE AND COUNTRY
  • FIGURE 15 SMARTPHONES SEGMENT AND CHINA HELD LARGEST MARKET SHARES, IN TERMS OF VOLUME, IN 2023
• 4.6 EDGE AI HARDWARE MARKET, BY COUNTRY
  • FIGURE 16 CHINA TO EXHIBIT HIGHEST CAGR IN GLOBAL EDGE AI HARDWARE MARKET DURING FORECAST PERIOD

5 MARKET OVERVIEW

• 5.1 INTRODUCTION
• 5.2 MARKET DYNAMICS
  • FIGURE 17 EDGE AI HARDWARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  • 5.2.1 DRIVERS
  • FIGURE 18 EDGE AI HARDWARE MARKET: IMPACT ANALYSIS OF DRIVERS
    • 5.2.1.1 Growing demand for real-time data transmission in mission-critical applications
    • 5.2.1.2 Rising emphasis on launching innovative AI coprocessors for edge devices
    • 5.2.1.3 Less storage requirement for cloud applications
    • 5.2.1.4 Reduced data load on cloud infrastructure
  • 5.2.2 RESTRAINTS
  • FIGURE 19 EDGE AI HARDWARE MARKET: IMPACT ANALYSIS OF RESTRAINTS
    • 5.2.2.1 Associated complications in building edge networks
    • 5.2.2.2 Shortage of skilled personnel
  • 5.2.3 OPPORTUNITIES
  • FIGURE 20 EDGE AI HARDWARE MARKET: IMPACT ANALYSIS OF OPPORTUNITIES
    • 5.2.3.1 Optimizing edge AI hardware for generative AI workloads
    • 5.2.3.2 Development of dedicated AI processors for on-device image analytics
    • 5.2.3.3 Growing popularity of robotics and self-driving cars
    • 5.2.3.4 Launch of 5G networks
    • 5.2.3.5 Emergence of smart applications
  • 5.2.4 CHALLENGES
  • FIGURE 21 EDGE AI HARDWARE MARKET: IMPACT ANALYSIS OF CHALLENGES
    • 5.2.4.1 Optimization of power consumption
    • 5.2.4.2 Lack of standardization
• 5.3 SUPPLY CHAIN ANALYSIS
  • FIGURE 22 EDGE AI HARDWARE MARKET: SUPPLY CHAIN ANALYSIS
• 5.4 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
  • FIGURE 23 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
• 5.5 ECOSYSTEM ANALYSIS
  • FIGURE 24 EDGE AI HARDWARE MARKET: ECOSYSTEM ANALYSIS
  • TABLE 2 ROLES OF COMPANIES IN EDGE AI HARDWARE ECOSYSTEM
• 5.6 PORTER'S FIVE FORCES ANALYSIS
  • FIGURE 25 EDGE AI HARDWARE MARKET: PORTER'S FIVE FORCES ANALYSIS
  • TABLE 3 EDGE AI HARDWARE MARKET: 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
  • FIGURE 26 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY VERTICAL
  • TABLE 4 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY VERTICAL (%)
  • 5.7.2 BUYING CRITERIA
  • FIGURE 27 KEY BUYING CRITERIA, BY VERTICAL
  • TABLE 5 KEY BUYING CRITERIA, BY VERTICAL
• 5.8 CASE STUDY ANALYSIS
  • 5.8.1 IMAGIMOB ADDED MOTION INTELLIGENCE IN FITNESS TRACKER TO GAIN MORE DETAILED ANALYSIS OF DAILY ACTIVITIES
  • 5.8.2 ANAGOG JEDAI 4.0 HELPED BANKING INSTITUTIONS MONITOR AND PREDICT CHANGES IN CUSTOMERS' LIFESTYLES
  • 5.8.3 BYTELAKE CREATED STARTER KIT THAT ENABLED FAST DEVELOPMENT AND DEPLOYMENT OF NEW AND INNOVATIVE COMPUTER VISION SYSTEMS IN GROCERY RETAIL STORES
  • 5.8.4 BYTELAKE COMBINED INTEL'S VPU WITH TRADITIONAL DIGITAL CAMERA THAT HELPED IN ELIMINATING LATENCIES RELATED TO CONNECTIVITY ISSUES AND TRAFFIC
• 5.9 INVESTMENT AND FUNDING SCENARIO
  • FIGURE 28 INVESTMENT AND FUNDING SCENARIO FOR STARTUP COMPANIES
• 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)
  • FIGURE 29 IMPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2018-2022
  • TABLE 6 IMPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2018-2022 (USD THOUSAND)
  • 5.11.2 EXPORT SCENARIO (HS CODE 854231)
  • FIGURE 30 EXPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2018-2022
  • TABLE 7 EXPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2018-2022 (USD THOUSAND)
• 5.12 TARIFF ANALYSIS
  • TABLE 8 MFN TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY CHINA
  • TABLE 9 MFN TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY US
  • TABLE 10 MFN TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY GERMANY
  • TABLE 11 MFN TARIFF FOR HS CODE 854231-COMPLIANT PRODUCTS EXPORTED BY FRANCE
• 5.13 PATENT ANALYSIS
  • TABLE 12 LIST OF APPLIED/GRANTED PATENTS RELATED TO EDGE AI HARDWARE, 2020-2024
  • FIGURE 31 NUMBER OF APPLIED AND GRANTED PATENTS RELATED TO EDGE AI HARDWARE, 2013-2023
• 5.14 REGULATORY LANDSCAPE AND STANDARDS
  • 5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 13 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 14 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 15 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 16 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • 5.14.2 STANDARDS
  • TABLE 17 INTERNATIONAL STANDARDS RELATED TO EDGE AI HARDWARE
• 5.15 KEY CONFERENCES AND EVENTS, 2024-2025
  • TABLE 18 EDGE AI HARDWARE MARKET: LIST OF CONFERENCES AND EVENTS, 2024-2025
• 5.16 PRICING ANALYSIS
  • 5.16.1 INDICATIVE PRICING TREND OF KEY PLAYERS, BY PROCESSOR
  • FIGURE 32 INDICATIVE PRICING TREND OF EDGE AI HARDWARE OFFERED BY KEY PLAYERS, BY PROCESSOR (USD)
  • TABLE 19 INDICATIVE PRICING TREND OF EDGE AI HARDWARE OFFERED BY KEY PLAYERS, BY PROCESSOR (USD)
  • 5.16.2 AVERAGE SELLING PRICE TREND, BY REGION
  • FIGURE 33 AVERAGE SELLING PRICE TREND OF EDGE AI HARDWARE, BY REGION, 2020-2023 (USD)

6 EDGE AI HARDWARE MARKET, BY DEVICE

• 6.1 INTRODUCTION
  • FIGURE 34 WEARABLES SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
  • TABLE 20 EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 21 EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • TABLE 22 EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (USD MILLION)
  • TABLE 23 EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (USD MILLION)
• 6.2 SMARTPHONES
  • 6.2.1 INCREASING DEMAND FOR REAL-TIME SPEECH AND VOICE RECOGNITION TO DRIVE MARKET
  • TABLE 24 SMARTPHONES: EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (THOUSAND UNITS)
  • TABLE 25 SMARTPHONES: EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (THOUSAND UNITS)
• 6.3 SURVEILLANCE CAMERAS
  • 6.3.1 ABILITY TO RUN DEEP NEURAL NETWORKS AT HIGH SPEED AND LOW POWER TO FUEL MARKET GROWTH
  • TABLE 26 SURVEILLANCE CAMERAS: EDGE AI HARDWARE MARKET, BY APPLICATION, 2020-2023 (THOUSAND UNITS)
  • TABLE 27 SURVEILLANCE CAMERAS: EDGE AI HARDWARE MARKET, BY APPLICATION, 2024-2029 (THOUSAND UNITS)
  • FIGURE 35 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • TABLE 28 SURVEILLANCE CAMERAS: EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (THOUSAND UNITS)
  • TABLE 29 SURVEILLANCE CAMERAS: EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (THOUSAND UNITS)
• 6.4 ROBOTS
  • 6.4.1 RISING DEMAND FOR SPEECH RECOGNITION, NATURAL LANGUAGE ANALYSIS, AND IMAGE LABELING TO BOOST DEMAND
  • TABLE 30 ROBOTS: EDGE AI HARDWARE MARKET, BY APPLICATION, 2020-2023 (THOUSAND UNITS)
  • TABLE 31 ROBOTS: EDGE AI HARDWARE MARKET, BY APPLICATION, 2024-2029 (THOUSAND UNITS)
  • TABLE 32 ROBOTS: EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (THOUSAND UNITS)
  • TABLE 33 ROBOTS: EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (THOUSAND UNITS)
• 6.5 WEARABLES
  • 6.5.1 IMPROVED CONNECTIVITY AND EASE OF APPLICATION TO FOSTER SEGMENTAL GROWTH
  • TABLE 34 WEARABLES: EDGE AI HARDWARE MARKET, BY APPLICATION, 2020-2023 (THOUSAND UNITS)
  • TABLE 35 WEARABLES: EDGE AI HARDWARE MARKET, BY APPLICATION, 2024-2029 (THOUSAND UNITS)
  • FIGURE 36 NORTH AMERICA TO DOMINATE MARKET IN 2024
  • TABLE 36 WEARABLES: EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (THOUSAND UNITS)
  • TABLE 37 WEARABLES: EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (THOUSAND UNITS)
• 6.6 EDGE SERVERS
  • 6.6.1 RISE IN INDUSTRIAL AUTOMATION AND ROBOTICS TO DRIVE DEMAND
  • TABLE 38 EDGE SERVERS: EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (THOUSAND UNITS)
  • TABLE 39 EDGE SERVERS: EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (THOUSAND UNITS)
• 6.7 SMART SPEAKERS
  • 6.7.1 GROWING POPULARITY OF VOICE COMMANDS TO ACCELERATE DEMAND
  • TABLE 40 SMART SPEAKERS: EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (THOUSAND UNITS)
  • TABLE 41 SMART SPEAKERS: EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (THOUSAND UNITS)
• 6.8 AUTOMOBILES
  • 6.8.1 GROWING INTEGRATION OF NLP- AND ML-BASED ADAS IN AUTOMOBILES TO DRIVE MARKET
  • TABLE 42 AUTOMOBILES: EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (THOUSAND UNITS)
  • TABLE 43 AUTOMOBILES: EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (THOUSAND UNITS)
• 6.9 OTHER DEVICES
  • TABLE 44 OTHER DEVICES: EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (THOUSAND UNITS)
  • TABLE 45 OTHER DEVICES: EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (THOUSAND UNITS)

7 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION

• 7.1 INTRODUCTION
  • FIGURE 37 LESS THAN 1 W SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • TABLE 46 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION, 2020-2023 (THOUSAND UNITS)
  • TABLE 47 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION, 2024-2029 (THOUSAND UNITS)
  • TABLE 48 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION, 2020-2023 (USD MILLION)
  • TABLE 49 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION, 2024-2029 (USD MILLION)
• 7.2 LESS THAN 1 W
  • 7.2.1 RISING DEMAND FOR FITNESS TRACKERS, SMART WATCHES, SMART GLASSES TO FUEL MARKET GROWTH
• 7.3 1-3 W
  • 7.3.1 SURGING DEMAND FOR SMARTPHONES TO FOSTER SEGMENTAL GROWTH
• 7.4 3-5 W
  • 7.4.1 RISING DEMAND FOR SMART SPEAKERS TO FOSTER SEGMENTAL GROWTH
• 7.5 5-10 W
  • 7.5.1 GROWING APPLICATION OF FACE RECOGNITION AND VEHICLE RECOGNITION TECHNOLOGIES TO DRIVE MARKET
• 7.6 MORE THAN 10 W
  • 7.6.1 RISING DEMAND FOR SMART MIRRORS TO FUEL MARKET GROWTH

8 EDGE AI HARDWARE MARKET, BY PROCESSOR

• 8.1 INTRODUCTION
  • FIGURE 38 CPUS SEGMENT TO HOLD LARGEST SHARE OF EDGE AI HARDWARE MARKET FOR PROCESSORS IN 2029
  • TABLE 50 EDGE AI HARDWARE MARKET, BY PROCESSOR, 2020-2023 (MILLION UNITS)
  • TABLE 51 EDGE AI HARDWARE MARKET, BY PROCESSOR, 2024-2029 (MILLION UNITS)
• 8.2 CENTRAL PROCESSING UNITS
  • 8.2.1 GROWING DEPLOYMENT IN SMARTPHONES AND SMART SPEAKERS TO BOOST MARKET GROWTH
• 8.3 GRAPHICS PROCESSING UNITS
  • 8.3.1 INCREASING ADOPTION OF ROBOTICS TO FUEL MARKET GROWTH
• 8.4 APPLICATION-SPECIFIC INTEGRATED CIRCUITS
  • 8.4.1 ABILITY TO PERFORM FIXED OPERATIONS EFFICIENTLY TO ACCELERATE DEMAND
• 8.5 OTHER PROCESSORS

9 EDGE AI HARDWARE MARKET, BY FUNCTION

• 9.1 INTRODUCTION
  • FIGURE 39 INFERENCE SEGMENT TO HOLD LARGER MARKET SHARE IN 2029
  • TABLE 52 EDGE AI HARDWARE MARKET, BY FUNCTION, 2020-2023 (MILLION UNITS)
  • TABLE 53 EDGE AI HARDWARE MARKET, BY FUNCTION, 2024-2029 (MILLION UNITS)
  • TABLE 54 EDGE AI HARDWARE MARKET, BY FUNCTION, 2020-2023 (USD MILLION)
  • TABLE 55 EDGE AI HARDWARE MARKET, BY FUNCTION, 2024-2029 (USD MILLION)
• 9.2 TRAINING
  • 9.2.1 ABILITY TO OFFER DATA SECURITY TO BOOST DEMAND
• 9.3 INFERENCE
  • 9.3.1 RISING FOCUS ON DEVELOPING LOW-POWER AND HIGH-PERFORMANCE PROCESSORS TO DRIVE MARKET

10 EDGE AI HARDWARE MARKET, BY VERTICAL

• 10.1 INTRODUCTION
  • FIGURE 40 CONSUMER ELECTRONICS SEGMENT TO DOMINATE MARKET IN 2029
  • TABLE 56 EDGE AI HARDWARE MARKET, BY VERTICAL, 2020-2023 (THOUSAND UNITS)
  • TABLE 57 EDGE AI HARDWARE MARKET, BY VERTICAL, 2024-2029 (THOUSAND UNITS)
  • TABLE 58 EDGE AI HARDWARE MARKET, BY VERTICAL, 2020-2023 (USD MILLION)
  • TABLE 59 EDGE AI HARDWARE MARKET, BY VERTICAL, 2024-2029 (USD MILLION)
• 10.2 CONSUMER ELECTRONICS
  • 10.2.1 GROWING DEMAND FOR SMARTPHONES INTEGRATED WITH FACIAL RECOGNITION TECHNOLOGY TO FUEL MARKET GROWTH
  • TABLE 60 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 61 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • 10.2.2 BY DEVICE
    • 10.2.2.1 Smartphones
      • 10.2.2.1.1 Shift toward less reliance on connectivity to boost market
    • 10.2.2.2 Wearables
      • 10.2.2.2.1 Growing deployment of AI in AR/VR devices to drive market
    • 10.2.2.3 Entertainment robots
      • 10.2.2.3.1 Increasing demand for affordable and high-quality robots to boost demand
• 10.3 SMART HOMES
  • 10.3.1 GROWING DEMAND FOR SMART SPEAKERS TO DRIVE MARKET
  • TABLE 62 SMART HOMES: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 63 SMART HOMES: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • 10.3.2 BY DEVICE
    • 10.3.2.1 Smart speakers
      • 10.3.2.1.1 Growing demand for user-friendly tools to foster segmental growth
    • 10.3.2.2 Smart cameras
      • 10.3.2.2.1 Ability to offer superior speed and enhanced performance to accelerate demand
    • 10.3.2.3 Domestic robots
      • 10.3.2.3.1 Increasing adoption in households for floor and pool cleaning to boost demand
• 10.4 AUTOMOTIVE & TRANSPORTATION
  • FIGURE 41 AUTOMOBILE SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
  • TABLE 64 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 65 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • 10.4.1 BY DEVICE
    • 10.4.1.1 Automobile parts
      • 10.4.1.1.1 Growing emphasis on developing autonomous vehicles to drive market
    • 10.4.1.2 Surveillance cameras
      • 10.4.1.2.1 Growing utilization in vehicle number plate recognition to drive market
    • 10.4.1.3 Logistics robots
      • 10.4.1.3.1 Increasing need to handle couriers and cargo to drive market
    • 10.4.1.4 Other automotive & transportation devices
• 10.5 GOVERNMENT
  • 10.5.1 RISING ADOPTION OF ADVANCED TECHNOLOGIES TO ENSURE SECURITY AND SAFETY TO DRIVE MARKET
  • TABLE 66 GOVERNMENT: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 67 GOVERNMENT: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • 10.5.2 BY DEVICE
    • 10.5.2.1 Surveillance cameras
      • 10.5.2.1.1 Growing need to scan public places and track public behavior to drive market
    • 10.5.2.2 Drones
      • 10.5.2.2.1 Increasing adoption to track suspects and investigate accidents to propel market growth
• 10.6 HEALTHCARE
  • 10.6.1 EMERGENCE OF WEARABLE AI TO OFFER LUCRATIVE OPPORTUNITIES
  • TABLE 68 HEALTHCARE: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 69 HEALTHCARE: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • 10.6.2 BY DEVICE
    • 10.6.2.1 Medical robots
      • 10.6.2.1.1 Rising focus on minimizing infection risks to patients to drive market
    • 10.6.2.2 Wearables
      • 10.6.2.2.1 Increasing demand for remote patient monitoring to fuel market growth
    • 10.6.2.3 Other healthcare devices
• 10.7 INDUSTRIAL
  • 10.7.1 GROWING FOCUS ON QUALITY CONTROL AND REGULAR MACHINE INSPECTIONS TO ACCELERATE DEMAND
  • FIGURE 42 INDUSTRIAL ROBOTS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
  • TABLE 70 INDUSTRIAL: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 71 INDUSTRIAL: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • 10.7.2 BY DEVICE
    • 10.7.2.1 Industrial robots
      • 10.7.2.1.1 Increasing adoption of robots to speed up production, increase productivity, and reduce product cost to boost market
    • 10.7.2.2 Drones
      • 10.7.2.2.1 Growing inclination toward automating inspection processes to boost demand
    • 10.7.2.3 MV cameras
      • 10.7.2.3.1 Surging need to minimize production downtime to fuel market growth
• 10.8 AEROSPACE & DEFENSE
  • 10.8.1 SURGING ADOPTION OF MILITARY ROBOTS AND EXOSKELETONS TO FUEL MARKET GROWTH
  • TABLE 72 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 73 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • 10.8.2 BY DEVICE
    • 10.8.2.1 Service robots
      • 10.8.2.1.1 Growing need for autonomous actions in critical situations to drive market
    • 10.8.2.2 Other aerospace & defense devices
• 10.9 CONSTRUCTION
  • 10.9.1 INCREASING EMPHASIS ON RENOVATION AND DEMOLITION ACTIVITIES TO DRIVE MARKET
  • TABLE 74 CONSTRUCTION: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 75 CONSTRUCTION: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • 10.9.2 BY DEVICE
    • 10.9.2.1 Service robots
      • 10.9.2.1.1 Ability to offer effective infrastructure solutions with repair, maintenance, and renewal to drive demand
    • 10.9.2.2 Drones
      • 10.9.2.2.1 Increasing use in earthwork management and project planning applications to fuel market growth
• 10.10 OTHER VERTICALS
  • FIGURE 43 WEARABLES SEGMENT TO DOMINATE MARKET IN 2029
  • TABLE 76 OTHER VERTICALS: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 77 OTHER VERTICALS: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • 10.10.1 BY DEVICE
    • 10.10.1.1 Surveillance cameras
      • 10.10.1.1.1 Growing incidents of robbery to boost demand
    • 10.10.1.2 Professional service robots
      • 10.10.1.2.1 Increasing need to boost crop production to drive market
    • 10.10.1.3 Wearables
      • 10.10.1.3.1 Rising adoption in on-job training processes to drive market
    • 10.10.1.4 Other devices
  • 10.10.2 EDGE SERVERS
    • 10.10.2.1 Need to improve efficiency of agricultural operations to boost demand
  • 10.10.3 DRONES
    • 10.10.3.1 Growing need to monitor crops to drive market

11 EDGE AI HARDWARE MARKET, BY REGION

• 11.1 INTRODUCTION
  • FIGURE 44 ASIA PACIFIC TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
  • TABLE 78 EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (MILLION UNITS)
  • TABLE 79 EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (MILLION UNITS)
  • TABLE 80 EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (USD MILLION)
  • TABLE 81 EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (USD MILLION)
• 11.2 NORTH AMERICA
  • 11.2.1 IMPACT OF RECESSION ON EDGE AI HARDWARE MARKET IN NORTH AMERICA
  • FIGURE 45 NORTH AMERICA: EDGE AI HARDWARE MARKET SNAPSHOT
  • TABLE 82 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 83 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • TABLE 84 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY COUNTRY, 2020-2023 (THOUSAND UNITS)
  • TABLE 85 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY COUNTRY, 2024-2029 (THOUSAND UNITS)
  • 11.2.2 US
    • 11.2.2.1 Government-led investments in machine learning solutions to drive market
  • 11.2.3 CANADA
    • 11.2.3.1 Growing adoption of AI and ML by startups to accelerate demand
  • 11.2.4 MEXICO
    • 11.2.4.1 Increasing penetration of AI and robotics in manufacturing sector to fuel market growth
• 11.3 EUROPE
  • 11.3.1 RECESSION IMPACT ON EDGE AI HARDWARE MARKET IN EUROPE
  • FIGURE 46 EUROPE: EDGE AI HARDWARE MARKET SNAPSHOT
  • TABLE 86 EUROPE: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 87 EUROPE: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • TABLE 88 EUROPE: EDGE AI HARDWARE MARKET, BY COUNTRY, 2020-2023 (THOUSAND UNITS)
  • TABLE 89 EUROPE: EDGE AI HARDWARE MARKET, BY COUNTRY, 2024-2029 (THOUSAND UNITS)
  • 11.3.2 GERMANY
    • 11.3.2.1 Growing adoption of digital solutions by manufacturing industries to fuel market growth
  • 11.3.3 UK
    • 11.3.3.1 Rising demand for AI-based robots in manufacturing sector to drive market
  • 11.3.4 FRANCE
    • 11.3.4.1 Government support for startups offering AI-powered devices to fuel market growth
  • 11.3.5 REST OF EUROPE
• 11.4 ASIA PACIFIC
  • 11.4.1 RECESSION IMPACT ON EDGE AI HARDWARE MARKET IN ASIA PACIFIC
  • FIGURE 47 ASIA PACIFIC: EDGE AI HARDWARE MARKET SNAPSHOT
  • TABLE 90 ASIA PACIFIC: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 91 ASIA PACIFIC: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • TABLE 92 ASIA PACIFIC: EDGE AI HARDWARE MARKET, BY COUNTRY, 2020-2023 (THOUSAND UNITS)
  • TABLE 93 ASIA PACIFIC: EDGE AI HARDWARE MARKET, BY COUNTRY, 2024-2029 (THOUSAND UNITS)
  • 11.4.2 CHINA
    • 11.4.2.1 Thriving automotive & transportation sectors to drive market
  • 11.4.3 JAPAN
    • 11.4.3.1 Growing emphasis on manufacturing industrial robots to drive market
  • 11.4.4 SOUTH KOREA
    • 11.4.4.1 Rising focus on developing AI infrastructure to drive market
  • 11.4.5 REST OF ASIA PACIFIC
• 11.5 ROW
  • 11.5.1 RECESSION IMPACT ON EDGE AI HARDWARE MARKET IN ROW
  • TABLE 94 ROW: EDGE AI HARDWARE MARKET, BY DEVICE, 2020-2023 (THOUSAND UNITS)
  • TABLE 95 ROW: EDGE AI HARDWARE MARKET, BY DEVICE, 2024-2029 (THOUSAND UNITS)
  • TABLE 96 ROW: EDGE AI HARDWARE MARKET, BY REGION, 2020-2023 (THOUSAND UNITS)
  • TABLE 97 ROW: EDGE AI HARDWARE MARKET, BY REGION, 2024-2029 (THOUSAND UNITS)
  • 11.5.2 SOUTH AMERICA
    • 11.5.2.1 High investments in IT security to accelerate market growth
  • 11.5.3 GCC
    • 11.5.3.1 Rapid industrialization to drive demand
  • 11.5.4 REST OF MIDDLE EAST & AFRICA

12 COMPETITIVE LANDSCAPE

• 12.1 OVERVIEW
• 12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2021-2024
  • TABLE 98 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2021-2024
• 12.3 REVENUE ANALYSIS, 2019-2023
  • FIGURE 48 EDGE AI HARDWARE MARKET: REVENUE ANALYSIS OF TOP FIVE PLAYERS, 2019-2023
• 12.4 MARKET SHARE ANALYSIS, 2023
  • TABLE 99 EDGE AI HARDWARE MARKET: DEGREE OF COMPETITION, 2023
  • FIGURE 49 EDGE AI HARDWARE MARKET SHARE ANALYSIS, 2023
• 12.5 COMPANY VALUATION AND FINANCIAL METRICS, 2024
  • FIGURE 50 EDGE AI HARDWARE MARKET: COMPANY VALUATION, 2024 (USD BILLION)
  • FIGURE 51 EDGE AI HARDWARE MARKET: FINANCIAL METRICS (EV/EBITDA), 2024
• 12.6 BRAND/PRODUCT COMPARISON
  • FIGURE 52 BRAND/PRODUCT COMPARISON
• 12.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
  • 12.7.1 STARS
  • 12.7.2 EMERGING LEADERS
  • 12.7.3 PERVASIVE PLAYERS
  • 12.7.4 PARTICIPANTS
  • FIGURE 53 EDGE AI HARDWARE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
  • 12.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
    • 12.7.5.1 Company footprint
  • FIGURE 54 EDGE AI HARDWARE MARKET: COMPANY FOOTPRINT
    • 12.7.5.2 Device footprint
  • TABLE 100 EDGE AI HARDWARE MARKET: DEVICE FOOTPRINT
    • 12.7.5.3 Power consumption footprint
  • TABLE 101 EDGE AI HARDWARE MARKET: POWER CONSUMPTION FOOTPRINT
    • 12.7.5.4 Processor footprint
  • TABLE 102 EDGE AI HARDWARE MARKET: PROCESSOR FOOTPRINT
    • 12.7.5.5 Function footprint
  • TABLE 103 EDGE AI HARDWARE MARKET: FUNCTION FOOTPRINT
    • 12.7.5.6 Vertical footprint
  • TABLE 104 EDGE AI HARDWARE MARKET: VERTICAL FOOTPRINT
    • 12.7.5.7 Region footprint
  • TABLE 105 EDGE AI HARDWARE MARKET: REGION FOOTPRINT
• 12.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
  • 12.8.1 PROGRESSIVE COMPANIES
  • 12.8.2 RESPONSIVE COMPANIES
  • 12.8.3 DYNAMIC COMPANIES
  • 12.8.4 STARTING BLOCKS
  • FIGURE 55 EDGE AI HARDWARE MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
  • 12.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
    • 12.8.5.1 Detailed list of key startups/SMEs
  • TABLE 106 EDGE AI HARDWARE MARKET: LIST OF KEY STARTUPS/SMES
    • 12.8.5.2 Competitive benchmarking of key startups/SMEs
  • TABLE 107 EDGE AI HARDWARE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
• 12.9 COMPETITIVE SCENARIOS AND TRENDS
  • 12.9.1 PRODUCT LAUNCHES
  • TABLE 108 EDGE AI HARDWARE MARKET: PRODUCT LAUNCHES, JANUARY 2021-APRIL 2024
  • 12.9.2 DEALS
  • TABLE 109 EDGE AI HARDWARE MARKET: DEALS, JANUARY 2021-APRIL 2024

13 COMPANY PROFILES

• (Business Overview, Products Offered, Recent Developments, MnM View Right to win, Strategic choices made, Weaknesses and competitive threats) **
• 13.1 KEY COMPANIES
  • 13.1.1 QUALCOMM TECHNOLOGIES, INC.
  • TABLE 110 QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW
  • FIGURE 56 QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT
  • TABLE 111 QUALCOMM TECHNOLOGIES, INC.: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 112 QUALCOMM TECHNOLOGIES, INC.: PRODUCT LAUNCHES
  • TABLE 113 QUALCOMM TECHNOLOGIES, INC.: DEALS
  • 13.1.2 HUAWEI TECHNOLOGIES CO., LTD.
  • TABLE 114 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW
  • FIGURE 57 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY SNAPSHOT
  • TABLE 115 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 116 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCT LAUNCHES
  • TABLE 117 HUAWEI TECHNOLOGIES CO., LTD.: DEALS
  • TABLE 118 HUAWEI TECHNOLOGIES CO., LTD.: OTHERS
  • 13.1.3 SAMSUNG
  • TABLE 119 SAMSUNG: COMPANY OVERVIEW
  • FIGURE 58 SAMSUNG: COMPANY SNAPSHOT
  • TABLE 120 SAMSUNG: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 121 SAMSUNG: PRODUCT LAUNCHES
  • TABLE 122 SAMSUNG: DEALS
  • 13.1.4 APPLE INC.
  • TABLE 123 APPLE INC.: COMPANY OVERVIEW
  • FIGURE 59 APPLE INC.: COMPANY SNAPSHOT
  • TABLE 124 APPLE INC.: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 125 APPLE INC.: PRODUCT LAUNCHES
  • TABLE 126 APPLE INC.: DEALS
  • 13.1.5 MEDIATEK INC.
  • TABLE 127 MEDIATEK INC.: COMPANY OVERVIEW
  • FIGURE 60 MEDIATEK INC.: COMPANY SNAPSHOT
  • TABLE 128 MEDIATEK INC.: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 129 MEDIATEK INC.: PRODUCT LAUNCHES
  • TABLE 130 MEDIATEK INC.: DEALS
  • 13.1.6 INTEL CORPORATION
  • TABLE 131 INTEL CORPORATION: COMPANY OVERVIEW
  • FIGURE 61 INTEL CORPORATION: COMPANY SNAPSHOT
  • TABLE 132 INTEL CORPORATION: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 133 INTEL CORPORATION: PRODUCT LAUNCHES
  • TABLE 134 INTEL CORPORATION: DEALS
  • TABLE 135 INTEL: OTHERS
  • 13.1.7 NVIDIA CORPORATION
  • TABLE 136 NVIDIA CORPORATION: COMPANY OVERVIEW
  • FIGURE 62 NVIDIA CORPORATION: COMPANY SNAPSHOT
  • TABLE 137 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 138 NVIDIA CORPORATION: PRODUCT LAUNCHES
  • TABLE 139 NVIDIA: DEALS
  • 13.1.8 IBM
  • TABLE 140 IBM: COMPANY OVERVIEW
  • FIGURE 63 IBM: COMPANY SNAPSHOT
  • TABLE 141 IBM: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 142 IBM: PRODUCT LAUNCHES
  • TABLE 143 IBM: DEALS
  • 13.1.9 MICRON TECHNOLOGY, INC.
  • TABLE 144 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW
  • FIGURE 64 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT
  • TABLE 145 MICRON TECHNOLOGY, INC.: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 146 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES
  • 13.1.10 ADVANCED MICRO DEVICES, INC.
  • TABLE 147 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW
  • FIGURE 65 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT
  • TABLE 148 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 149 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES
  • TABLE 150 ADVANCED MICRO DEVICES, INC.: DEALS
  • 13.1.11 META
  • TABLE 151 META: COMPANY OVERVIEW
  • FIGURE 66 META: COMPANY SNAPSHOT
  • TABLE 152 META: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 153 META: DEALS
  • 13.1.12 TESLA
  • TABLE 154 TESLA: COMPANY OVERVIEW
  • FIGURE 67 TESLA: COMPANY SNAPSHOT
  • TABLE 155 TESLA: PRODUCTS/SOLUTIONS OFFERED
  • 13.1.13 GOOGLE
  • TABLE 156 GOOGLE: COMPANY OVERVIEW
  • FIGURE 68 ALPHABET INC.: COMPANY SNAPSHOT
  • TABLE 157 GOOGLE: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 158 GOOGLE: PRODUCT LAUNCHES
  • TABLE 159 GOOGLE: DEALS
  • 13.1.14 MICROSOFT
  • TABLE 160 MICROSOFT: COMPANY OVERVIEW
  • FIGURE 69 MICROSOFT: COMPANY SNAPSHOT
  • TABLE 161 MICROSOFT: PRODUCTS/SOLUTIONS OFFERED
  • TABLE 162 MICROSOFT: DEALS
• 13.2 OTHER PLAYERS
  • 13.2.1 IMAGINATION TECHNOLOGIES
  • 13.2.2 CAMBRICON
  • 13.2.3 TENSTORRENT
  • 13.2.4 BLAIZE
  • 13.2.5 GENERAL VISION INC.
  • 13.2.6 MYTHIC
  • 13.2.7 ZERO ASIC CORPORATION
  • 13.2.8 APPLIED BRAIN RESEARCH, INC.
  • 13.2.9 HORIZON ROBOTICS
  • 13.2.10 CEVA, INC.
  • 13.2.11 GRAPHCORE
  • 13.2.12 SAMBANOVA SYSTEMS, INC.
  • 13.2.13 HAILO
  • 13.2.14 VERIDIFY SECURITY INC.
• *Details on Business Overview, Products Offered, Recent Developments, MnM View, Right to win, Strategic choices made, Weaknesses and competitive threats might not be captured in case of unlisted companies.

14 APPENDIX

• 14.1 DISCUSSION GUIDE
• 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
• 14.3 CUSTOMIZATION OPTIONS
• 14.4 RELATED REPORTS
• 14.5 AUTHOR DETAILS