Edge AI Hardware Market by Device, Processor, Function, Power Consumption (Less than 1 W, 1-3 W, >3-5 W, >5-10 W, and More than 10 W), Vertical and Region

List of Tables

The edge AI hardware market is projected to reach USD 58.90 billion by 2030, up from USD 26.14 billion in 2025, at a CAGR of 17.6%.

Scope of the Report
Years Considered for the Study	2021-2030
Base Year	2024
Forecast Period	2025-2030
Units Considered	Value (USD Billion)
Segments	By device, power consumption, processor, function, vertical, and region
Regions covered	North America, Europe, APAC, RoW

The edge AI hardware market is growing due to the demand for real-time data processing, reduced latency, enhanced privacy, and better bandwidth efficiency. Advancements in semiconductor technology, IoT, autonomous vehicles, and smart devices also drive this growth. However, the adoption has limitations, including the lack of processing power, memory, and energy available on edge devices to run complex AI models. This requires intense optimization that may negatively impact accuracy. Other limitations to adopting edge AI hardware in the vicinity included security vulnerabilities, deployment costs, scaling, and maintenance in distributed edge systems.

"Training function to record higher CAGR during forecast period"

The training functionality in edge AI will register a higher CAGR than the inference function as federated learning continues to take hold, wherein AI models can be trained on distributed edge devices directly. At the same time, data privacy and regulations can be complied with. With industries producing massive datasets of various types at the edge, there is a growing need for always-on, device-based model updates to accommodate real-time learning and adaptation to local conditions. Furthermore, the potential of computing advances makes deploying necessary, decentralized training strategies ever easier, with disaster response, healthcare, finance, and autonomous systems prime examples.

"Smartphone devices to capture largest market share during forecast period"

Smartphones dominate the market for edge AI hardware due to their vast global user base and the widespread availability of AI-enabled features. These devices have become handy and ubiquitous, offering capabilities such as real-time language translation, facial recognition, and advanced photography-all of which require on-device processing to minimize latency and enhance user privacy. Mobile 5G technology has further accelerated smartphone adoption, enabling devices to run more sophisticated and powerful AI applications while providing a seamless user experience without relying on cloud connectivity. Consequently, device manufacturers prioritize the development of advanced processing units in smartphones, solidifying their status as the most popular edge AI devices in the world.

"China to account for largest market share in Asia Pacific during forecast period"

Asia Pacific is expected to account for the largest market share throughout the forecast period. The market's growth will be fueled by support from the Chinese government and various development plans, such as the New Generation Artificial Intelligence Development Plan and Made in China 2025. Credible companies such as Huawei and Baidu also invest in research and innovation. The vast user base in China, along with significant advancements in the consumption and innovation of consumer electronics, also contributes to this growth. Moreover, the large volumes of data generated by the Chinese population create an excellent environment for training and deploying edge AI models. China's strategic approach to integrating AI into various industries-including smart manufacturing, smart cities, and autonomous vehicles-will further support and accelerate the expansion of the edge AI market in the region.

The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

By Company Type: Tier 1 - 18%, Tier 2 - 22%, and Tier 3 - 60%
By Designation: C-level Executives - 21%, Directors -35%, and Others - 44%
By Region: North America -45%, Europe - 20%, Asia Pacific- 30%, and RoW - 5%

The report profiles key edge AI hardware market players with their respective market ranking analysis. Prominent players profiled in this report include Qualcomm Technologies, Inc. (US), Huawei Technologies Co., Ltd. (China), SAMSUNG (South Korea), Apple Inc. (US), MediaTek Inc. (Taiwan), Intel Corporation (US), NVIDIA Corporation (US), IBM (US), Micron Technology, Inc. (US), and Advanced Micro Devices, Inc. (US). Meta (US), Tesla (US), Google (US), Microsoft (US), Imagination Technologies (UK), Cambricon (China), Tenstorrent (Canada), Blaize (US), General Vision, Inc (US), Mythic (US), Zero ASIC Corporation (US), Applied Brain Research, Inc. (Canada), Horizon Robotics (China), CEVA Inc. (US), Graphcore (UK), SambaNova Systems, Inc. (US), HAILO (Israel), and Axelera AI (Netherlands) are among a few other key companies in the edge AI hardware market.

Research Coverage:

The report defines, describes, and forecasts the edge AI hardware market based on device, power consumption, processor, function, vertical, and region. It provides detailed information regarding drivers, restraints, opportunities, and challenges influencing the market's growth. It also analyzes competitive developments such as product launches, acquisitions, expansions, and actions carried out by the key players to grow in the market.

Reason to Buy This Report

The report will help the market leaders/new entrants with information on the closest approximations of the revenue for the overall edge AI hardware market and the subsegments. The report will help stakeholders understand the competitive landscape and gain more insight to position their business better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market's pulse and provides information on key drivers, restraints, opportunities, and challenges.

The report provides insights on the following pointers:

Analysis of key drivers (Need for real-time data processing and reduced cloud dependency), restraints (Complexities associated with network implementation), opportunities (Advancements in edge AI hardware through generative AI workload optimization), and challenges (Shortage of skilled workforce) of the edge AI hardware market.
Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the edge AI hardware market
Market Development: Comprehensive information about lucrative markets by analyzing the edge AI hardware market across varied regions
Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the edge AI hardware market
Competitive Assessment: In-depth assessment of market shares, growth strategies, and offerings of leading players in the edge AI hardware market, such as Qualcomm Technologies, Inc. (US), Huawei Technologies Co., Ltd. (China), SAMSUNG (South Korea), Apple Inc. (US), and MediaTek Inc. (Taiwan), among others.

Product Code: SE 7017

1 INTRODUCTION

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 RESEARCH METHODOLOGY

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

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

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 MARKET OVERVIEW

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 edge 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 AI 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 EDGE AI HARDWARE MARKET, BY DEVICE

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 TO 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 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION

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 EDGE AI HARDWARE MARKET, BY PROCESSOR

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 EDGE AI HARDWARE MARKET, BY FUNCTION

9.1 INTRODUCTION
9.2 TRAINING
- 9.2.1 MAXIMIZING DATA SECURITY THROUGH ON-DEVICE TRAINING TO DRIVE MARKET
9.3 INFERENCE
- 9.3.1 RISING FOCUS ON DEVELOPING LOW-POWER AND HIGH-PERFORMANCE PROCESSORS TO ACCELERATE DEMAND

10 EDGE AI HARDWARE MARKET, BY VERTICAL

10.1 INTRODUCTION
10.2 CONSUMER ELECTRONICS
- 10.2.1 EXPANDING USE OF ON-DEVICE AI IN CONSUMER ELECTRONICS TO 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 to 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 to 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 augment 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 TO 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 EDGE AI HARDWARE MARKET, BY REGION

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 to drive market
- 11.2.3 CANADA
  - 11.2.3.1 Rising focus of startups on developing AI ecosystem to 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 to fuel market growth
- 11.3.3 UK
  - 11.3.3.1 Rising demand for AI-based robots in industrial applications to drive market
- 11.3.4 FRANCE
  - 11.3.4.1 Government-led funding in AI-based startups to expedite 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 create 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 to 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 support market growth
- 11.4.7 INDONESIA
  - 11.4.7.1 Rapid digital transformation and data center expansion to 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 to 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 accelerate 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 COMPETITIVE LANDSCAPE

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 COMPANY PROFILES

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 MnM 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 MnM 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 MnM 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 MnM 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 MnM 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 APPENDIX

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

Product Code: SE 7017

List of Tables

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

List of Figures

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

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

Description

Table of Contents

List of Tables

The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

Research Coverage:

The report provides insights on the following pointers:

TABLE OF CONTENTS

1 INTRODUCTION

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

5 MARKET OVERVIEW

6 EDGE AI HARDWARE MARKET, BY DEVICE

7 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION

8 EDGE AI HARDWARE MARKET, BY PROCESSOR

9 EDGE AI HARDWARE MARKET, BY FUNCTION

10 EDGE AI HARDWARE MARKET, BY VERTICAL

11 EDGE AI HARDWARE MARKET, BY REGION

12 COMPETITIVE LANDSCAPE

13 COMPANY PROFILES

14 APPENDIX

List of Tables

List of Figures