Name: Physical AI Market by Offering (GPU, SoC, Memory, Sensors, Actuators, Software, Services), Robot Type (Industrial Robots, Professional Service Robots, Personal & Household Service Robots), Level of Autonomy, Vertical, and Region - Global Forecast to 2032
Brand: MarketsandMarkets
SKU: SE10396
Price: 4950 USD
Availability: InStock

報告摘要

The global physical AI market is projected to reach USD 1.50 billion in 2026 and USD 15.24 billion by 2032, exhibiting a CAGR of 47.2% during the forecast period. The physical AI market is driven by the increasing adoption of autonomous robotics across manufacturing, logistics, and healthcare to improve efficiency and reduce labor dependency. Advancements in AI compute, sensor fusion, and real-time processing enable robots to operate in complex, dynamic environments. Rising investments in humanoid robotics, digital twins, and AI platforms are boosting innovation and deployment. Additionally, the mounting demand for human-robot collaboration, scalable automation, and improved safety is further supporting market expansion across diverse industries. “Industrial robots segment to register a high CAGR during the forecast period” Industrial robots are projected to register a strong CAGR in the physical AI market, supported by the rapid shift toward intelligent and flexible manufacturing systems. Enterprises are increasingly deploying AI-enabled robots to enable dynamic task execution, real-time quality inspection, and autonomous workflow optimization. The growing emphasis on mass customization and shorter product lifecycles is driving the demand for robots that can quickly adapt to changing production requirements. Furthermore, advancements in human-robot collaboration, edge computing, and digital twins are enhancing operational efficiency and reducing deployment complexity. As industries continue to modernize and digitize their operations, industrial robots are emerging as a critical component of scalable and future-ready manufacturing ecosystems. “Level 2: Intermediate (learning & adaptation) segment captured the largest market share in 2025” Level 2 intermediate (learning & adaptation) autonomy is expected to hold the largest market share in 2025, as it offers a balanced combination of automation and human oversight. These systems can perform tasks such as navigation, object handling, and basic decision-making while still requiring human supervision for complex scenarios. This level of autonomy is widely adopted across industrial and service robotics due to its reliability, lower deployment risk, and ease of integration with existing workflows. Enterprises prefer Level 2 systems as they provide immediate productivity gains without requiring full infrastructure transformation. Additionally, the availability of mature technologies, such as computer vision, edge AI, and sensor fusion, supports widespread adoption. As a result, Level 2 autonomy remains the most commercially viable and scalable segment in the current market landscape. “North America to hold a significant share of the physical AI market in 2032” North America is expected to hold a significant share of the physical AI market in 2032, driven by the early adoption of advanced technologies and strong investment in AI and robotics. The region has a well-established ecosystem comprising AI technology providers, robotics companies, and system integrators, supporting rapid innovation and deployment. Industries such as manufacturing, logistics, healthcare, and retail are actively adopting physical AI solutions to enhance efficiency and automation. The presence of leading technology firms, strong R&D capabilities, and advanced cloud and computing infrastructure further strengthens market growth. Additionally, increasing focus on automation, labor optimization, and digital transformation initiatives is driving demand. Supportive government policies and funding for AI innovation also contribute to North America’s strong market position. Extensive primary interviews were conducted with key industry experts in the physical AI market to determine and verify the market size for various segments and subsegments gathered through secondary research. The breakdown of primary participants for the report is shown below. 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 1–20%, Tier 2–40%, and Tier 3–40% • By Designation: C-level Executives–20%, Directors–30%, and Others–50% • By Region: North America–20%, Europe–30%, Asia Pacific–40%, and RoW–10% The physical AI market is dominated by a few globally established players, such as NVIDIA Corporation (US), Moog (US), Festo (Germany), Qualcomm Technologies, Inc. (US), STMicroelectronics (Switzerland), Advanced Micro Devices, Inc. (US), Sony Semiconductor Solutions Corporation (Japan), Texas Instruments Incorporated (US), Intel Corporation (US), SK HYNIX INC. (South Korea), Hesai Group (China), Bosch Sensortec GmbH (Germany), and ABB (Switzerland). The study includes an in-depth competitive analysis of these key players in the physical AI market, with their company profiles, recent developments, and key market strategies. Research Coverage: The report segments the physical AI market based on offering (hardware, software, and services), robot type (industrial robots, professional service robots, and personal & household robots), level of autonomy (level 1: basic, level 2: intermediate, and level 3: advanced), and vertical (industrial automation, automotive, logistics & supply chain, defense & security, healthcare, retail, education, and other verticals). It also discusses the market’s drivers, restraints, opportunities, and challenges. It gives a detailed view of the market across four main regions (North America, Europe, the Asia Pacific, and RoW). The report includes an ecosystem analysis of key players. Key Benefits of Buying the Report: • Analysis of key drivers (rising adoption of autonomous robotics across industrial and logistics sectors, advancements in edge AI compute, sensor fusion, and real-time processing capabilities, growing demand for human-robot collaboration enabled by physical AI systems), restraints (high upfront investment requirements and extended hardware replacement cycles, complex and unpredictable real-world environments limiting large-scale robot deployment), opportunities (integration of physical AI into defense modernization and autonomous security infrastructure, expansion of physical AI robotics in healthcare and medical assistance, deployment of AI-enabled agricultural and construction robotics in emerging economies, growth of digital twin and simulation platforms for training physical AI systems), challenges (lack of interoperability and standardization across multi-vendor robotics ecosystems, complexity in real-time multimodal perception and decision-making, limited availability of large-scale training datasets for physical task learning) • Product Development/Innovation: Detailed insights into upcoming technologies, research and development activities, and launches in the physical AI market • Market Development: Comprehensive information about lucrative markets through the analysis of the physical AI market across varied regions • Market Diversification: Exhaustive information about new products, software, and services, untapped geographies, recent developments, and investments in the physical AI market • Competitive Assessment: In-depth assessment of market shares, growth strategies, and product offerings of leading players, such as NVIDIA Corporation (US), Qualcomm Technologies, Inc. (US), Sony Semiconductor Solutions Corporation (Japan), Texas Instruments Incorporated (US), STMicroelectronics (Switzerland), and ABB (Switzerland)

目錄 Table of Contents

1 INTRODUCTION 29 1.1 STUDY OBJECTIVES 29 1.2 MARKET DEFINITION 29 1.3 STUDY SCOPE 30 1.3.1 MARKETS COVERED AND REGIONAL SCOPE 30 1.3.2 INCLUSIONS AND EXCLUSIONS 31 1.3.3 YEARS CONSIDERED 32 1.4 CURRENCY CONSIDERED 32 1.5 UNIT CONSIDERED 32 1.6 STAKEHOLDERS 32 2 EXECUTIVE SUMMARY 34 2.1 MARKET HIGHLIGHTS AND KEY INSIGHTS 34 2.2 KEY MARKET PARTICIPANTS: MAPPING OF STRATEGIC DEVELOPMENTS 36 2.3 DISRUPTIVE TRENDS IN PHYSICAL AI MARKET 37 2.4 HIGH-GROWTH SEGMENTS 38 2.5 REGIONAL SNAPSHOT: MARKET SIZE, GROWTH RATE, AND FORECAST 39 3 PREMIUM INSIGHTS 40 3.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN PHYSICAL AI MARKET 40 3.2 PHYSICAL AI MARKET, BY OFFERING 40 3.3 PHYSICAL AI MARKET, BY ROBOT TYPE 41 3.4 PHYSICAL AI MARKET, BY LEVEL OF AUTONOMY 41 3.5 PHYSICAL AI MARKET, BY VERTICAL 42 3.6 PHYSICAL AI MARKET, BY REGION 42 3.7 PHYSICAL AI MARKET, BY COUNTRY 43 4 MARKET OVERVIEW 44 4.1 INTRODUCTION 44 4.2 MARKET DYNAMICS 44 4.2.1 DRIVERS 45 4.2.1.1 Increasing deployment of autonomous robots across manufacturing and logistics operations 45 4.2.1.2 Advances in edge AI infrastructure and computing platforms 45 4.2.1.3 Growing need for safe human–robot interaction 46 4.2.2 RESTRAINTS 47 4.2.2.1 High upfront investment and extended hardware replacement cycles of physical AI robots 47 4.2.2.2 Complex and unpredictable real-world environments limiting large-scale physical AI deployment 48 4.2.3 OPPORTUNITIES 49 4.2.3.1 Integration of physical AI technologies into defense modernization programs and autonomous security infrastructure 49 4.2.3.2 Expansion of physical AI robotics in healthcare and medical assistance 50 4.2.3.3 Deployment of AI-enabled robots in agricultural and construction sectors in emerging economies 50 4.2.3.4 Use of digital twin platforms for simulation-driven robotic development 51 4.2.4 CHALLENGES 52 4.2.4.1 Interoperability and standardization issues across multi-vendor robotics ecosystems 52 4.2.4.2 Complexities associated with multi-sensory data integration for real-time decision-making 53 4.2.4.3 Limited availability of large-scale, high-quality datasets to train robots on complex tasks 53 4.3 INTERCONNECTED MARKETS AND CROSS-SECTOR OPPORTUNITIES 54 4.4 STRATEGIC MOVES BY TIER 1/2/3 PLAYERS 56 5 INDUSTRY TRENDS 57 5.1 INTRODUCTION 57 5.2 PORTER’S FIVE FORCES ANALYSIS 57 5.2.1 INTENSITY OF COMPETITIVE RIVALRY 58 5.2.2 BARGAINING POWER OF SUPPLIERS 59 5.2.3 BARGAINING POWER OF BUYERS 59 5.2.4 THREAT OF SUBSTITUTES 59 5.2.5 THREAT OF NEW ENTRANTS 59 5.3 MACROECONOMIC OUTLOOK 60 5.3.1 INTRODUCTION 60 5.3.2 GDP TRENDS AND FORECAST 60 5.3.3 TRENDS IN INDUSTRIAL AUTOMATION VERTICAL 62 5.3.4 TRENDS IN HEALTHCARE VERTICAL 62 5.4 VALUE CHAIN ANALYSIS 62 5.5 ECOSYSTEM ANALYSIS 64 5.6 PRICING ANALYSIS 68 5.6.1 AVERAGE SELLING PRICE OF PROCESSING & COMPUTE HARDWARE OFFERINGS, BY KEY PLAYER, 2025 68 5.6.2 AVERAGE SELLING PRICE OF PROCESSING & COMPUTE HARDWARE OFFERINGS, BY REGION, 2025 69 5.6.2.1 Average selling price of GPUs, by region, 2025 69 5.6.2.2 Average selling price of SOCs, by region, 2025 70 5.6.2.3 Average selling price of memory, by region, 2025 70 5.7 TRADE ANALYSIS 71 5.7.1 IMPORT SCENARIO (HS CODE 854231) 71 5.7.2 EXPORT SCENARIO (HS CODE 854231) 72 5.8 KEY CONFERENCES AND EVENTS, 2026–2027 73 5.9 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 75 5.10 INVESTMENT AND FUNDING SCENARIO 76 5.11 CASE STUDY ANALYSIS 77 5.11.1 BMW IMPROVES AUTOMOTIVE ASSEMBLY EFFICIENCY USING FIGURE 02 HUMANOID ROBOTS 77 5.11.2 AMAZON ENHANCES FULFILLMENT EFFICIENCY AND WORKPLACE SAFETY USING SEQUOIA AND DIGIT ROBOTS 77 5.11.3 WÜRTH IMPROVES WAREHOUSE EFFICIENCY AND ORDER FULFILLMENT USING AI-POWERED PICK-IT-EASY ROBOTS 78 5.12 IMPACT OF US TARIFFS – PHYSICAL AI MARKET 78 5.12.1 INTRODUCTION 78 5.12.2 KEY TARIFF RATES 79 5.12.3 PRICE IMPACT ANALYSIS 80 5.12.4 IMPACT ON VARIOUS COUNTRIES/REGIONS 81 5.12.4.1 US 81 5.12.4.2 Europe 81 5.12.4.3 Asia Pacific 82 5.12.5 IMPACT ON VERTICALS 82 6 TECHNOLOGICAL ADVANCEMENTS, AI-DRIVEN IMPACT, PATENTS, AND INNOVATIONS 84 6.1 KEY TECHNOLOGIES 84 6.1.1 EDGE AI AND EMBEDDED INFERENCE 84 6.1.2 COMPUTER VISION AND PERCEPTION 84 6.1.3 MOTION PLANNING AND CONTROL ALGORITHMS 85 6.1.4 REINFORCEMENT LEARNING AND IMITATION LEARNING 85 6.1.5 SENSOR FUSION 85 6.2 COMPLEMENTARY TECHNOLOGIES 86 6.2.1 HUMAN–ROBOT INTERACTION 86 6.2.2 DIGITAL TWINS AND PHYSICS SIMULATION 86 6.2.3 SYNTHETIC DATA GENERATION 87 6.3 ADJACENT TECHNOLOGIES 87 6.3.1 INDUSTRIAL AUTOMATION AND ROBOTICS 87 6.3.2 SOFTWARE-BASED AI AND PROCESS AUTOMATION 87 6.3.3 SMART SENSOR NETWORKS AND IOT SYSTEMS 88 6.4 TECHNOLOGY/PRODUCT ROADMAP 88 6.4.1 SHORT-TERM (2026–2028) | PERCEPTION-LED AUTOMATION AND CONTROL OPTIMIZATION 88 6.4.2 MID-TERM (2028–2031) | ADAPTIVE BEHAVIOR AND MULTI-MODAL INTELLIGENCE 89 6.4.3 LONG-TERM (2031–2036+) | GENERALIZED PHYSICAL INTELLIGENCE AND AUTONOMOUS SYSTEMS 90 6.5 PATENT ANALYSIS 91 7 REGULATORY LANDSCAPE 94 7.1 REGIONAL REGULATIONS AND COMPLIANCE 94 7.1.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 94 7.1.2 INDUSTRY STANDARDS 99 7.1.2.1 ISO 10218 – Industrial Robot Safety Standard 99 7.1.2.2 ISO/TS 15066 – Collaborative Robot (Cobot) Safety 99 7.1.2.3 ISO 13482 – Service Robot Safety 99 7.1.2.4 IEC 61508 – Functional Safety of Electrical/Electronic Systems 99 7.1.2.5 IEEE 1872 – Ontologies for Robotics and Automation 99 7.1.2.6 ISO 8373 – Robotics Vocabulary 99 7.1.2.7 UL 4600 – Safety for Autonomous Products 100 7.1.2.8 IEEE 7000 Series – Ethical AI System Design 100 7.1.3 GOVERNMENT REGULATIONS 100 7.1.3.1 North America 100 7.1.3.1.1 California Consumer Privacy Act (CCPA) and California Privacy Rights Act (CPRA) 100 7.1.3.1.2 Artificial Intelligence and Data Act (AIDA) 100 7.1.3.1.3 Algorithmic Accountability Act (AAA) 100 7.1.3.2 Europe 100 7.1.3.2.1 European Union Artificial Intelligence Act (EU AI Act) 100 7.1.3.2.2 Machinery Regulation (EU) 2023/1230 100 7.1.3.2.3 General Data Protection Regulation (GDPR) 101 7.1.3.2.4 Radio Equipment Directive (RED) 101 7.1.3.2.5 Network and Information Security (NIS2) Directive 101 7.1.3.2.6 General Data Protection Regulation (GDPR) 101 7.1.3.2.7 Artificial Intelligence (AI) Act 101 7.1.3.2.8 EU Cybersecurity Act 101 7.1.3.3 Asia Pacific 101 7.1.3.3.1 Personal Information Protection Law (PIPL) 101 7.1.3.3.2 Protection of Personal Information (APPI) 101 7.1.3.3.3 Intelligent Robots Development and Distribution Promotion Act 101 7.1.3.3.4 Digital Personal Data Protection (DPDP) Act 102 7.1.3.4 RoW 102 7.1.3.4.1 Brazilian General Data Protection Law (LGPD) 102 7.1.3.4.2 Protection of Personal Information Act (POPIA) 102 8 CUSTOMER LANDSCAPE AND BUYER BEHAVIOR 103 8.1 DECISION-MAKING PROCESS 103 8.2 KEY STAKEHOLDERS INVOLVED IN BUYING PROCESS AND THEIR EVALUATION CRITERIA 104 8.2.1 KEY STAKEHOLDERS IN BUYING PROCESS 104 8.2.2 BUYING CRITERIA 105 8.3 ADOPTION BARRIERS AND INTERNAL CHALLENGES 106 8.4 UNMET NEEDS OF VARIOUS VERTICALS 107 9 PHYSICAL AI MARKET, BY OFFERING 109 9.1 INTRODUCTION 110 9.2 HARDWARE 111 9.2.1 PROCESSING & COMPUTE HARDWARE 114 9.2.1.1 GPUs 116 9.2.1.1.1 Rising need for real-time, high-performance computing to bolster segmental growth 116 9.2.1.2 SoCs 116 9.2.1.2.1 Mounting demand for edge-native AI processing to contribute to segmental growth 116 9.2.1.3 DSPs 117 9.2.1.3.1 Requirement for low-latency, power-efficient processing of continuous sensor data streams to spur demand 117 9.2.1.4 Memory 118 9.2.1.4.1 Increasing data intensity and computational demands of physical AI systems to fuel segmental growth 118 9.2.1.5 FPGAs 119 9.2.1.5.1 Strong focus on real-time adaptability and processing performance in physical AI deployments to drive market 119 9.2.1.6 ASICs 119 9.2.1.6.1 Growing emphasis on customized, energy-efficient AI acceleration to accelerate segmental growth 119 9.2.2 SENSORS 120 9.2.2.1 Image sensors 122 9.2.2.1.1 Mounting demand for vision-based autonomy and multimodal perception in physical AI systems to foster segmental growth 122 9.2.2.2 LiDAR 123 9.2.2.2.1 Rising need for high-precision 3D perception and scalable sensing solutions to augment segmental growth 123 9.2.2.3 Radar sensors 124 9.2.2.3.1 High emphasis on all-weather perception and enhanced safety in autonomous systems to boost segmental growth 124 9.2.2.4 Ultrasonic sensors 124 9.2.2.4.1 Mounting demand for cost-effective, energy-efficient, and reliable short-range sensing to expedite segmental growth 124 9.2.2.5 IMUs 125 9.2.2.5.1 Increasing mobility and autonomy of physical AI systems to contribute to segmental growth 125 9.2.2.6 Encoders 126 9.2.2.6.1 Mounting adoption of multi-axis robotic systems to bolster segmental growth 126 9.2.2.7 Force & torque sensors 126 9.2.2.7.1 High emphasis on adaptive, safe, and high-precision robotic operations to augment segmental growth 126 9.2.2.8 Tactile & pressure sensors 127 9.2.2.8.1 Strong focus on human-like dexterity and touch-based interaction to facilitate segmental growth 127 9.2.3 ACTUATORS 127 9.2.3.1 High precision, responsiveness, and energy efficiency to accelerate segmental growth 127 9.2.3.2 Electric 128 9.2.3.3 Hydraulic 128 9.2.3.4 Pneumatic 129 9.3 SOFTWARE 129 9.3.1 RISING NEED FOR SCALABLE, FLEXIBLE, AND SIMULATION-DRIVEN DEVELOPMENT OF AUTONOMOUS SYSTEMS TO FUEL SEGMENTAL GROWTH 129 9.3.2 PLATFORMS 131 9.3.2.1 Robot operating systems 131 9.3.2.2 AI model development platforms 132 9.3.2.3 Simulation & digital twin platforms 132 9.3.2.4 Fleet & device management platforms 133 9.3.2.5 Edge AI runtime infrastructure 133 9.3.3 APPLICATIONS 134 9.3.3.1 Perception intelligence 134 9.3.3.2 Navigation & planning intelligence 135 9.3.3.3 Manipulation & control intelligence 135 9.3.3.4 Cognitive & reasoning AI 135 9.3.3.5 Human–machine interaction 136 9.3.3.6 Functional safety algorithms 136 9.4 SERVICES 137 9.4.1 GROWING COMPLEXITY OF MULTI-SYSTEM INTEGRATION AND DEMAND FOR AUTOMATION TO EXPEDITE SEGMENTAL GROWTH 137 9.4.2 PROFESSIONAL 138 9.4.3 MANAGED 138 10 PHYSICAL AI MARKET, BY ROBOT TYPE 139 10.1 INTRODUCTION 140 10.2 INDUSTRIAL ROBOTS 141 10.2.1 RISING NEED FOR EFFICIENCY AND PRECISION IN INDUSTRIAL OPERATIONS AMID LABOR SHORTAGES TO FUEL SEGMENTAL GROWTH 141 10.2.2 INDUSTRIAL HUMANOIDS 148 10.2.3 COBOTS 148 10.2.4 AUTONOMOUS MOBILE ROBOTS 149 10.2.5 INSPECTION & MONITORING ROVERS 149 10.3 PROFESSIONAL SERVICE ROBOTS 150 10.3.1 HIGH INTEGRATION OF MULTIMODAL AI, EDGE COMPUTING, AND REAL-TIME ANALYTICS TO BOLSTER SEGMENTAL GROWTH 150 10.3.2 PROFESSIONAL HUMANOIDS 156 10.3.3 DELIVERY ROBOTS 157 10.3.4 MEDICAL ROBOTS 157 10.3.5 COMMERCIAL CLEANING ROBOTS 158 10.3.6 HOSPITALITY ROBOTS 158 10.3.7 SECURITY ROBOTS 159 10.3.8 AGRICULTURAL ROBOTS 159 10.3.9 CONSTRUCTION ROBOTS 160 10.4 PERSONAL & HOUSEHOLD ROBOTS 160 10.4.1 HIGH EMPHASIS ON CONVENIENCE, PERSONALIZED SUPPORT, AND INTERACTIVE ASSISTANCE TO EXPEDITE SEGMENTAL GROWTH 160 11 PHYSICAL AI MARKET, BY LEVEL OF AUTONOMY 167 11.1 INTRODUCTION 168 11.2 LEVEL 1: BASIC 170 11.2.1 HIGH PREFERENCE FOR COST-EFFECTIVE AND SCALABLE AUTOMATION SOLUTIONS TO EXPEDITE SEGMENTAL GROWTH 170 11.3 LEVEL 2: INTERMEDIATE 170 11.3.1 RISING ADOPTION IN ENVIRONMENTS DEMANDING ADAPTABILITY, PERCEPTION, AND REAL-TIME DECISION-MAKING TO DRIVE MARKET 170 11.4 LEVEL 3: ADVANCED 171 11.4.1 RAPID INTRODUCTION OF NEXT-GEN AI MODELS ENABLING REAL-WORLD REASONING AND ACTION TO AUGMENT SEGMENTAL GROWTH 171 12 PHYSICAL AI MARKET, BY VERTICAL 173 12.1 INTRODUCTION 174 12.2 INDUSTRIAL AUTOMATION 176 12.2.1 RAPID EVOLUTION OF INTELLIGENT ROBOTICS AND AI-DRIVEN PLATFORMS TO ACCELERATE SEGMENTAL GROWTH 176 12.3 AUTOMOTIVE 178 12.3.1 INCREASING INVESTMENT IN AI-DRIVEN ROBOTICS, DIGITAL TWINS, AND DATA-CENTRIC MANUFACTURING TO FOSTER SEGMENTAL GROWTH 178 12.4 LOGISTICS & SUPPLY CHAIN 179 12.4.1 GROWING PRESSURE TO REDUCE LABOR DEPENDENCY AND OPERATIONAL COSTS TO AUGMENT SEGMENTAL GROWTH 179 12.5 DEFENSE & SECURITY 181 12.5.1 HIGH EMPHASIS ON REAL-TIME SITUATIONAL AWARENESS, AUTONOMOUS OPERATIONS, AND ENHANCED DECISION-MAKING TO FUEL SEGMENTAL GROWTH 181 12.6 HEALTHCARE 183 12.6.1 RISING DEPLOYMENT OF AI-POWERED SURGICAL ROBOTICS AND PATIENT-CENTRIC AUTOMATION TO BOOST SEGMENTAL GROWTH 183 12.7 RETAIL 185 12.7.1 INCREASING INVESTMENT IN WAREHOUSE AUTOMATION AND CUSTOMER INTERACTION TECHNOLOGIES TO EXPEDITE SEGMENTAL GROWTH 185 12.8 EDUCATION 186 12.8.1 RISING ADOPTION OF SOCIAL ROBOTS AND SIMULATION-BASED LEARNING TO CONTRIBUTE TO SEGMENTAL GROWTH 186 12.9 OTHER VERTICALS 188 13 PHYSICAL AI MARKET, BY REGION 190 13.1 INTRODUCTION 191 13.2 NORTH AMERICA 192 13.2.1 US 198 13.2.1.1 Increasing investment in robotics, autonomous systems, and AI-enabled hardware to foster market growth 198 13.2.2 CANADA 199 13.2.2.1 Rising implementation of AI research programs and smart manufacturing initiatives to boost market growth 199 13.2.3 MEXICO 200 13.2.3.1 Robust manufacturing sector and expanding logistics infrastructure to accelerate market growth 200 13.3 EUROPE 200 13.3.1 UK 206 13.3.1.1 Mounting adoption of intelligent machines across industrial sectors to accelerate market growth 206 13.3.2 GERMANY 207 13.3.2.1 Growing reliance on Industry 4.0 technologies to contribute to market growth 207 13.3.3 FRANCE 208 13.3.3.1 High investment in intelligent automation technologies to foster market growth 208 13.3.4 ITALY 209 13.3.4.1 Rising automotive production, industrial machinery, and advanced manufacturing to bolster market growth 209 13.3.5 REST OF EUROPE 209 13.4 ASIA PACIFIC 210 13.4.1 CHINA 216 13.4.1.1 Rising deployment of robotics platforms and intelligent machines to boost market growth 216 13.4.2 JAPAN 217 13.4.2.1 Strong industrial automation ecosystem and early adoption of intelligent machines to expedite market growth 217 13.4.3 INDIA 218 13.4.3.1 Rapid industrialization and adoption of automation technologies to contribute to market growth 218 13.4.4 SOUTH KOREA 218 13.4.4.1 Rising integration of AI-enabled automation technologies to augment segmental growth 218 13.4.5 REST OF ASIA PACIFIC 219 13.5 ROW 220 13.5.1 MIDDLE EAST & AFRICA 225 13.5.1.1 Large-scale investments in AI, industrial automation, and smart infrastructure to fuel market growth 225 13.5.1.2 GCC countries 226 13.5.1.3 Africa & Rest of Middle East 227 13.5.2 SOUTH AMERICA 227 13.5.2.1 Strong focus on digital transformation to contribute to market growth 227 14 COMPETITIVE LANDSCAPE 229 14.1 OVERVIEW 229 14.2 KEY PLAYER COMPETITIVE STRATEGIES/RIGHT TO WIN, 2022–2026 229 14.3 REVENUE ANALYSIS, 2021–2025 231 14.4 MARKET SHARE ANALYSIS, 2025 233 14.5 COMPANY VALUATION AND FINANCIAL METRICS 235 14.6 BRAND COMPARISON 236 14.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2025 (HARDWARE AND SOFTWARE) 237 14.7.1 STARS 237 14.7.2 EMERGING LEADERS 237 14.7.3 PERVASIVE PLAYERS 237 14.7.4 PARTICIPANTS 237 14.8 COMPANY EVALUATION MATRIX: KEY PLAYERS: 2025 (HUMANOID ROBOTS) 238 14.8.1 STARS 238 14.8.2 EMERGING LEADERS 239 14.8.3 PERVASIVE PLAYERS 239 14.8.4 PARTICIPANTS 239 14.8.5 COMPANY FOOTPRINT: KEY PLAYERS, 2025 241 14.8.5.1 Company footprint 241 14.8.5.2 Region footprint 242 14.8.5.3 Offering footprint 243 14.8.5.4 Robot type footprint 244 14.8.5.5 Vertical footprint 245 14.9 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2025 246 14.9.1 PROGRESSIVE COMPANIES 246 14.9.2 RESPONSIVE COMPANIES 246 14.9.3 DYNAMIC COMPANIES 246 14.9.4 STARTING BLOCKS 246 14.9.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2025 248 14.9.5.1 Detailed list of key startups/SMEs 248 14.9.5.2 Competitive benchmarking of key startups/SMEs 248 14.10 COMPETITIVE SCENARIO 249 14.10.1 PRODUCT LAUNCHES 249 14.10.2 DEALS 251 15 COMPANY PROFILES 254 15.1 KEY PLAYERS 254 15.1.1 NVIDIA CORPORATION 254 15.1.1.1 Business overview 254 15.1.1.2 Products/Solutions/Services offered 255 15.1.1.3 Recent developments 257 15.1.1.3.1 Product launches 257 15.1.1.3.2 Deals 258 15.1.1.4 MnM view 259 15.1.1.4.1 Key strengths/Right to win 259 15.1.1.4.2 Strategic choices 259 15.1.1.4.3 Weaknesses/Competitive threats 260 15.1.2 ABB 261 15.1.2.1 Business overview 261 15.1.2.2 Products/Solutions/Services offered 262 15.1.2.3 Recent developments 263 15.1.2.3.1 Deals 263 15.1.2.4 MnM view 264 15.1.2.4.1 Key strengths/Right to win 264 15.1.2.4.2 Strategic choices 264 15.1.2.4.3 Weaknesses/Competitive threats 264 15.1.3 QUALCOMM TECHNOLOGIES, INC. 265 15.1.3.1 Business overview 265 15.1.3.2 Products/Solutions/Services offered 266 15.1.3.3 Recent developments 267 15.1.3.3.1 Product launches 267 15.1.3.3.2 Deals 268 15.1.3.4 MnM view 269 15.1.3.4.1 Key strengths/Right to win 269 15.1.3.4.2 Strategic choices 269 15.1.3.4.3 Weaknesses/Competitive threats 269 15.1.4 MOOG INC. 270 15.1.4.1 Business overview 270 15.1.4.2 Products/Solutions/Services offered 271 15.1.4.3 Recent developments 272 15.1.4.3.1 Deals 272 15.1.4.4 MnM view 272 15.1.4.4.1 Key strengths/Right to win 272 15.1.4.4.2 Strategic choices 272 15.1.4.4.3 Weaknesses/Competitive threats 273 15.1.5 FESTO 274 15.1.5.1 Business overview 274 15.1.5.2 Products/Solutions/Services offered 274 15.1.5.3 Recent developments 275 15.1.5.3.1 Product launches 275 15.1.5.3.2 Deals 276 15.1.5.4 MnM view 276 15.1.5.4.1 Key strengths/Right to win 276 15.1.5.4.2 Strategic choices 276 15.1.5.4.3 Weaknesses/Competitive threats 276 15.1.6 TEXAS INSTRUMENTS INCORPORATED 277 15.1.6.1 Business overview 277 15.1.6.2 Products/Solutions/Services offered 278 15.1.6.3 Recent developments 279 15.1.6.3.1 Product launches 279 15.1.6.3.2 Deals 280 15.1.7 STMICROELECTRONICS 281 15.1.7.1 Business overview 281 15.1.7.2 Products/Solutions/Services offered 282 15.1.7.3 Recent developments 283 15.1.7.3.1 Product launches 283 15.1.7.3.2 Deals 284 15.1.8 SK HYNIX INC. 285 15.1.8.1 Business overview 285 15.1.8.2 Products/Solutions/Services offered 286 15.1.8.3 Recent developments 287 15.1.8.3.1 Product launches 287 15.1.8.3.2 Deals 287 15.1.9 INFINEON TECHNOLOGIES AG 288 15.1.9.1 Business overview 288 15.1.9.2 Products/Solutions/Services offered 289 15.1.9.3 Recent developments 290 15.1.9.3.1 Product launches 290 15.1.9.3.2 Deals 290 15.1.10 BOSCH SENSORTEC GMBH 292 15.1.10.1 Business overview 292 15.1.10.2 Products/Solutions/Services offered 292 15.1.10.3 Recent developments 293 15.1.10.3.1 Product launches 293 15.1.10.3.2 Deals 293 15.2 OTHER PLAYERS 294 15.2.1 ADVANCED MICRO DEVICES, INC. 294 15.2.2 NXP SEMICONDUCTORS 295 15.2.3 SAMSUNG 296 15.2.4 MICRON TECHNOLOGY, INC. 297 15.2.5 HORIZON ROBOTICS 298 15.2.6 TESLA 299 15.2.7 UNIVERSAL ROBOTS A/S 300 15.2.8 SOFTBANK ROBOTICS GROUP 301 15.2.9 BOSTON DYNAMICS 302 15.2.10 UBTECH ROBOTICS CORP LTD. 303 15.2.11 TOYOTA MOTOR CORPORATION 304 15.2.12 FIGURE 305 15.2.13 AGILITY ROBOTICS 306 15.2.14 NEURA ROBOTICS GMBH 307 15.2.15 AGIBOT INNOVATION (SHANGHAI) TECHNOLOGY CO., LTD. 308 15.2.16 SANCTUARY COGNITIVE SYSTEMS CORPORATION 309 15.2.17 UNITREE ROBOTICS 310 15.2.18 DEXTERITY, INC. 311 15.2.19 ANYBOTICS 312 15.2.20 PHYSICAL INTELLIGENCE 313 15.2.21 SIMA TECHNOLOGIES, INC. 314 15.2.22 SKILD AI 315 16 RESEARCH METHODOLOGY 316 16.1 RESEARCH DATA 316 16.1.1 SECONDARY DATA 317 16.1.1.1 List of key secondary sources 317 16.1.1.2 Key data from secondary sources 318 16.1.2 PRIMARY DATA 318 16.1.2.1 List of primary interview participants 319 16.1.2.2 Breakdown of primary interviews 319 16.1.2.3 Key data from primary sources 319 16.1.2.4 Key industry insights 320 16.1.3 SECONDARY AND PRIMARY RESEARCH 321 16.2 MARKET SIZE ESTIMATION 321 16.2.1 BOTTOM-UP APPROACH 323 16.2.1.1 Approach to arrive at market size using bottom-up analysis (supply side) 323 16.2.2 TOP-DOWN APPROACH 324 16.2.2.1 Approach to arrive at market size using top-down analysis (demand side) 324 16.3 DATA TRIANGULATION 325 16.4 RESEARCH ASSUMPTIONS 326 16.5 RESEARCH LIMITATIONS 326 16.6 RISK ANALYSIS 327 17 APPENDIX 328 17.1 DISCUSSION GUIDE 328 17.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 331 17.3 CUSTOMIZATION OPTIONS 333 17.4 RELATED REPORTS 333 17.5 AUTHOR DETAILS 334

圖表清單 List of Tables & Figures

TABLE 1 PHYSICAL AI MARKET: INCLUSIONS AND EXCLUSIONS 31 TABLE 2 STRATEGIC MOVES AND FOCUS OF KEY COMPANIES IN PHYSICAL AI MARKET 56 TABLE 3 PHYSICAL AI MARKET: IMPACT OF PORTER’S FIVE FORCES 57 TABLE 4 GDP PERCENTAGE CHANGE, BY KEY COUNTRY, 2021–2030 60 TABLE 5 ROLE OF PLAYERS IN PHYSICAL AI ECOSYSTEM 67 TABLE 6 AVERAGE SELLING PRICE OF PROCESSING & COMPUTE HARDWARE OFFERINGS PROVIDED BY KEY PLAYERS, 2025 (USD) 68 TABLE 7 AVERAGE SELLING PRICE OF GPUS, BY REGION, 2025 (USD) 69 TABLE 8 AVERAGE SELLING PRICE OF SOCS, BY REGION, 2025 (USD) 70 TABLE 9 AVERAGE SELLING PRICE OF MEMORY, BY REGION, 2025 (USD) 70 TABLE 10 IMPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 72 TABLE 11 EXPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 73 TABLE 12 MAJOR CONFERENCES AND EVENTS, 2026–2027 73 TABLE 13 HUMANOID ROBOT DEPLOYMENT IN BMW AUTOMOTIVE ASSEMBLY OPERATIONS 77 TABLE 14 ROBOTICS INTEGRATION IN AMAZON FULFILLMENT CENTERS 77 TABLE 15 AI-POWERED ROBOTIC AUTOMATION IN WÜRTH WAREHOUSE OPERATIONS 78 TABLE 16 US-ADJUSTED RECIPROCAL TARIFF RATES 79 TABLE 17 LIST OF APPLIED/GRANTED PATENTS RELATED TO PHYSICAL AI, APRIL 2023–AUGUST 2025 92 TABLE 18 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 94 TABLE 19 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96 TABLE 20 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 97 TABLE 21 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 98 TABLE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY VERTICAL (%) 105 TABLE 23 KEY BUYING CRITERIA, BY VERTICAL 105 TABLE 24 UNMET NEEDS OF VERTICALS IN PHYSICAL AI MARKET 107 TABLE 25 PHYSICAL AI MARKET, BY OFFERING, 2022–2025 (USD MILLION) 110 TABLE 26 PHYSICAL AI MARKET, BY OFFERING, 2026–2032 (USD MILLION) 111 TABLE 27 HARDWARE: PHYSICAL AI MARKET, BY TYPE, 2022–2025 (THOUSAND UNITS) 112 TABLE 28 HARDWARE: PHYSICAL AI MARKET, BY TYPE, 2026–2032 (THOUSAND UNITS) 112 TABLE 29 HARDWARE: PHYSICAL AI MARKET, BY TYPE, 2022–2025 (USD MILLION) 113 TABLE 30 HARDWARE: PHYSICAL AI MARKET, BY TYPE, 2026–2032 (USD MILLION) 113 TABLE 31 HARDWARE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 113 TABLE 32 HARDWARE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 113 TABLE 33 PROCESSING & COMPUTE HARDWARE: PHYSICAL AI MARKET, BY TYPE, 2022–2025 (THOUSAND UNITS) 114 TABLE 34 PROCESSING & COMPUTE HARDWARE: PHYSICAL AI MARKET, BY TYPE, 2026–2032 (THOUSAND UNITS) 115 TABLE 35 PROCESSING & COMPUTE HARDWARE: PHYSICAL AI MARKET, BY TYPE, 2022–2025 (USD MILLION) 115 TABLE 36 PROCESSING & COMPUTE HARDWARE: PHYSICAL AI MARKET, BY TYPE, 2026–2032 (USD MILLION) 115 TABLE 37 SENSORS: PHYSICAL AI MARKET, BY TYPE, 2022–2025 (THOUSAND UNITS) 121 TABLE 38 SENSORS: PHYSICAL AI MARKET, BY TYPE, 2026–2032 (THOUSAND UNITS) 121 TABLE 39 SENSORS: PHYSICAL AI MARKET, BY TYPE, 2022–2025 (USD MILLION) 121 TABLE 40 SENSORS: PHYSICAL AI MARKET, BY TYPE, 2026–2032 (USD MILLION) 122 TABLE 41 SOFTWARE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 130 TABLE 42 SOFTWARE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 131 TABLE 43 SERVICES: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 137 TABLE 44 SERVICES: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 138 TABLE 45 PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 140 TABLE 46 PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 140 TABLE 47 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 142 TABLE 48 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 142 TABLE 49 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET, BY VERTICAL, 2022–2025 (USD MILLION) 142 TABLE 50 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET, BY VERTICAL, 2026–2032 (USD MILLION) 143 TABLE 51 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET, BY OFFERING, 2022–2025 (USD MILLION) 143 TABLE 52 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET, BY OFFERING, 2026–2032 (USD MILLION) 143 TABLE 53 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR HARDWARE, BY TYPE, 2022–2025 (USD MILLION) 144 TABLE 54 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR HARDWARE, BY TYPE, 2026–2032 (USD MILLION) 144 TABLE 55 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2022–2025 (THOUSAND UNITS) 144 TABLE 56 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2026–2032 (THOUSAND UNITS) 145 TABLE 57 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2022–2025 (USD MILLION) 145 TABLE 58 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2026–2032 (USD MILLION) 145 TABLE 59 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2022–2025 (THOUSAND UNITS) 146 TABLE 60 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2026–2032 (THOUSAND UNITS) 146 TABLE 61 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2022–2025 (USD THOUSAND) 147 TABLE 62 INDUSTRIAL ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2026–2032 (USD THOUSAND) 147 TABLE 63 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 151 TABLE 64 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 151 TABLE 65 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET, BY VERTICAL, 2022–2025 (USD MILLION) 151 TABLE 66 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET, BY VERTICAL, 2026–2032 (USD MILLION) 152 TABLE 67 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET, BY OFFERING, 2022–2025 (USD MILLION) 152 TABLE 68 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET, BY OFFERING, 2026–2032 (USD MILLION) 152 TABLE 69 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR HARDWARE, BY TYPE, 2022–2025 (USD MILLION) 153 TABLE 70 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR HARDWARE, BY TYPE, 2026–2032 (USD MILLION) 153 TABLE 71 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2022–2025 (THOUSAND UNITS) 153 TABLE 72 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2026–2032 (THOUSAND UNITS) 154 TABLE 73 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2022–2025 (USD MILLION) 154 TABLE 74 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2026–2032 (USD MILLION) 154 TABLE 75 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2022–2025 (THOUSAND UNITS) 155 TABLE 76 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2026–2032 (THOUSAND UNITS) 155 TABLE 77 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2022–2025 (USD THOUSAND) 156 TABLE 78 PROFESSIONAL SERVICE ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2026–2032 (USD THOUSAND) 156 TABLE 79 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 161 TABLE 80 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 161 TABLE 81 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET, BY VERTICAL, 2022–2025 (USD MILLION) 161 TABLE 82 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET, BY VERTICAL, 2026–2032 (USD MILLION) 162 TABLE 83 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET, BY OFFERING, 2022–2025 (USD MILLION) 162 TABLE 84 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET, BY OFFERING, 2026–2032 (USD MILLION) 162 TABLE 85 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR HARDWARE, BY TYPE, 2022–2025 (USD MILLION) 163 TABLE 86 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR HARDWARE, BY TYPE, 2026–2032 (USD MILLION) 163 TABLE 87 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2022–2025 (THOUSAND UNITS) 163 TABLE 88 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2026–2032 (THOUSAND UNITS) 164 TABLE 89 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2022–2025 (USD MILLION) 164 TABLE 90 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR PROCESSING & COMPUTE HARDWARE, BY TYPE, 2026–2032 (USD MILLION) 164 TABLE 91 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2022–2025 (THOUSAND UNITS) 165 TABLE 92 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2026–2032 (THOUSAND UNITS) 165 TABLE 93 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2022–2025 (USD THOUSAND) 166 TABLE 94 PERSONAL & HOUSEHOLD ROBOTS: PHYSICAL AI MARKET FOR SENSORS, BY TYPE, 2026–2032 (USD THOUSAND) 166 TABLE 95 PHYSICAL AI MARKET, BY LEVEL OF AUTONOMY, 2022–2025 (USD MILLION) 168 TABLE 96 PHYSICAL AI MARKET, BY LEVEL OF AUTONOMY, 2026–2032 (USD MILLION) 169 TABLE 97 PHYSICAL AI MARKET, BY VERTICAL, 2022–2025 (USD MILLION) 175 TABLE 98 PHYSICAL AI MARKET, BY VERTICAL, 2026–2032 (USD MILLION) 175 TABLE 99 INDUSTRIAL AUTOMATION: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 177 TABLE 100 INDUSTRIAL AUTOMATION: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 177 TABLE 101 INDUSTRIAL AUTOMATION: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 177 TABLE 102 INDUSTRIAL AUTOMATION: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 177 TABLE 103 AUTOMOTIVE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 178 TABLE 104 AUTOMOTIVE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 179 TABLE 105 AUTOMOTIVE: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 179 TABLE 106 AUTOMOTIVE: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 179 TABLE 107 LOGISTICS & SUPPLY CHAIN: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 180 TABLE 108 LOGISTICS & SUPPLY CHAIN: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 180 TABLE 109 LOGISTICS & SUPPLY CHAIN: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 181 TABLE 110 LOGISTICS & SUPPLY CHAIN: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 181 TABLE 111 DEFENSE & SECURITY: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 182 TABLE 112 DEFENSE & SECURITY: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 182 TABLE 113 DEFENSE & SECURITY: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 182 TABLE 114 DEFENSE & SECURITY: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 183 TABLE 115 HEALTHCARE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 184 TABLE 116 HEALTHCARE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 184 TABLE 117 HEALTHCARE: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 184 TABLE 118 HEALTHCARE: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 184 TABLE 119 RETAIL: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 185 TABLE 120 RETAIL: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 186 TABLE 121 RETAIL: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 186 TABLE 122 RETAIL: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 186 TABLE 123 EDUCATION: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 187 TABLE 124 EDUCATION: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 187 TABLE 125 EDUCATION: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 187 TABLE 126 EDUCATION: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 188 TABLE 127 OTHER VERTICALS: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 189 TABLE 128 OTHER VERTICALS: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 189 TABLE 129 OTHER VERTICALS: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 189 TABLE 130 OTHER VERTICALS: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 189 TABLE 131 PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 191 TABLE 132 PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 192 TABLE 133 NORTH AMERICA: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 193 TABLE 134 NORTH AMERICA: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 194 TABLE 135 NORTH AMERICA: PHYSICAL AI MARKET, BY VERTICAL, 2022–2025 (USD MILLION) 194 TABLE 136 NORTH AMERICA: PHYSICAL AI MARKET, BY VERTICAL, 2026–2032 (USD MILLION) 194 TABLE 137 NORTH AMERICA: PHYSICAL AI MARKET FOR INDUSTRIAL ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 195 TABLE 138 NORTH AMERICA: PHYSICAL AI MARKET FOR INDUSTRIAL ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 195 TABLE 139 NORTH AMERICA: PHYSICAL AI MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 196 TABLE 140 NORTH AMERICA: PHYSICAL AI MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 196 TABLE 141 NORTH AMERICA: PHYSICAL AI MARKET FOR PERSONAL & HOUSEHOLD ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 196 TABLE 142 NORTH AMERICA: PHYSICAL AI MARKET FOR PERSONAL & HOUSEHOLD ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 197 TABLE 143 NORTH AMERICA: PHYSICAL AI MARKET, BY COUNTRY, 2022–2025 (USD MILLION) 197 TABLE 144 NORTH AMERICA: PHYSICAL AI MARKET, BY COUNTRY, 2026–2032 (USD MILLION) 197 TABLE 145 EUROPE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 202 TABLE 146 EUROPE: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 202 TABLE 147 EUROPE: PHYSICAL AI MARKET, BY VERTICAL, 2022–2025 (USD MILLION) 202 TABLE 148 EUROPE: PHYSICAL AI MARKET, BY VERTICAL, 2026–2032 (USD MILLION) 203 TABLE 149 EUROPE: PHYSICAL AI MARKET FOR INDUSTRIAL ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 203 TABLE 150 EUROPE: PHYSICAL AI MARKET FOR INDUSTRIAL ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 203 TABLE 151 EUROPE: PHYSICAL AI MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 204 TABLE 152 EUROPE: PHYSICAL AI MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 204 TABLE 153 EUROPE: PHYSICAL AI MARKET FOR PERSONAL & HOUSEHOLD ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 205 TABLE 154 EUROPE: PHYSICAL AI MARKET FOR PERSONAL & HOUSEHOLD ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 205 TABLE 155 EUROPE: PHYSICAL AI MARKET, BY COUNTRY, 2022–2025 (USD MILLION) 205 TABLE 156 EUROPE: PHYSICAL AI MARKET, BY COUNTRY, 2026–2032 (USD MILLION) 206 TABLE 157 ASIA PACIFIC: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 211 TABLE 158 ASIA PACIFIC: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 211 TABLE 159 ASIA PACIFIC: PHYSICAL AI MARKET, BY VERTICAL, 2022–2025 (USD MILLION) 212 TABLE 160 ASIA PACIFIC: PHYSICAL AI MARKET, BY VERTICAL, 2026–2032 (USD MILLION) 212 TABLE 161 ASIA PACIFIC: PHYSICAL AI MARKET FOR INDUSTRIAL ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 212 TABLE 162 ASIA PACIFIC: PHYSICAL AI MARKET FOR INDUSTRIAL ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 213 TABLE 163 ASIA PACIFIC: PHYSICAL AI MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 213 TABLE 164 ASIA PACIFIC: PHYSICAL AI MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 214 TABLE 165 ASIA PACIFIC: PHYSICAL AI MARKET FOR PERSONAL & HOUSEHOLD ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 214 TABLE 166 ASIA PACIFIC: PHYSICAL AI MARKET FOR PERSONAL & HOUSEHOLD ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 214 TABLE 167 ASIA PACIFIC: PHYSICAL AI MARKET, BY COUNTRY, 2022–2025 (USD MILLION) 215 TABLE 168 ASIA PACIFIC: PHYSICAL AI MARKET, BY COUNTRY, 2026–2032 (USD MILLION) 215 TABLE 169 ROW: PHYSICAL AI MARKET, BY ROBOT TYPE, 2022–2025 (USD MILLION) 221 TABLE 170 ROW: PHYSICAL AI MARKET, BY ROBOT TYPE, 2026–2032 (USD MILLION) 221 TABLE 171 ROW: PHYSICAL AI MARKET, BY VERTICAL, 2022–2025 (USD MILLION) 221 TABLE 172 ROW: PHYSICAL AI MARKET, BY VERTICAL, 2026–2032 (USD MILLION) 222 TABLE 173 ROW: PHYSICAL AI MARKET FOR INDUSTRIAL ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 222 TABLE 174 ROW: PHYSICAL AI MARKET FOR INDUSTRIAL ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 222 TABLE 175 ROW: PHYSICAL AI MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 223 TABLE 176 ROW: PHYSICAL AI MARKET FOR PROFESSIONAL SERVICE ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 223 TABLE 177 ROW: PHYSICAL AI MARKET FOR PERSONAL & HOUSEHOLD ROBOTS, BY VERTICAL, 2022–2025 (USD MILLION) 224 TABLE 178 ROW: PHYSICAL AI MARKET FOR PERSONAL & HOUSEHOLD ROBOTS, BY VERTICAL, 2026–2032 (USD MILLION) 224 TABLE 179 ROW: PHYSICAL AI MARKET, BY REGION, 2022–2025 (USD MILLION) 224 TABLE 180 ROW: PHYSICAL AI MARKET, BY REGION, 2026–2032 (USD MILLION) 224 TABLE 181 MIDDLE EAST & AFRICA: PHYSICAL AI MARKET, BY COUNTRY, 2022–2025 (USD MILLION) 226 TABLE 182 MIDDLE EAST & AFRICA: PHYSICAL AI MARKET, BY COUNTRY, 2026–2032 (USD MILLION) 226 TABLE 183 PHYSICAL AI MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS, JANUARY 2022–APRIL 2026 229 TABLE 184 PHYSICAL AI MARKET: DEGREE OF COMPETITION, 2025 233 TABLE 185 PHYSICAL AI MARKET: REGION FOOTPRINT 242 TABLE 186 PHYSICAL AI MARKET: OFFERING FOOTPRINT 243 TABLE 187 PHYSICAL AI MARKET: ROBOT TYPE FOOTPRINT 244 TABLE 188 PHYSICAL AI MARKET: VERTICAL FOOTPRINT 245 TABLE 189 PHYSICAL AI MARKET: DETAILED LIST OF KEY STARTUPS/SMES 248 TABLE 190 PHYSICAL AI MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES (1/2) 248 TABLE 191 PHYSICAL AI MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES (2/2) 249 TABLE 192 PHYSICAL AI MARKET: PRODUCT LAUNCHES, JANUARY 2022−APRIL 2026 249 TABLE 193 PHYSICAL AI MARKET: DEALS, JANUARY 2022−APRIL 2026 251 TABLE 194 NVIDIA CORPORATION: COMPANY OVERVIEW 254 TABLE 195 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 255 TABLE 196 NVIDIA CORPORATION: PRODUCT LAUNCHES 257 TABLE 197 NVIDIA CORPORATION: DEALS 258 TABLE 198 ABB: COMPANY OVERVIEW 261 TABLE 199 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED 262 TABLE 200 ABB: DEALS 263 TABLE 201 QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW 265 TABLE 202 QUALCOMM TECHNOLOGIES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 266 TABLE 203 QUALCOMM TECHNOLOGIES, INC.: PRODUCT LAUNCHES 267 TABLE 204 QUALCOMM TECHNOLOGIES, INC.: DEALS 268 TABLE 205 MOOG INC.: COMPANY OVERVIEW 270 TABLE 206 MOOG INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 271 TABLE 207 MOOG INC.: DEALS 272 TABLE 208 FESTO: COMPANY OVERVIEW 274 TABLE 209 FESTO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 274 TABLE 210 FESTO: PRODUCT LAUNCHES 275 TABLE 211 FESTO: DEALS 276 TABLE 212 TEXAS INSTRUMENTS INCORPORATED: COMPANY OVERVIEW 277 TABLE 213 TEXAS INSTRUMENTS INCORPORATED: PRODUCTS/SOLUTIONS/SERVICES OFFERED 278 TABLE 214 TEXAS INSTRUMENTS INCORPORATED: PRODUCT LAUNCHES 279 TABLE 215 TEXAS INSTRUMENTS INCORPORATED: DEALS 280 TABLE 216 STMICROELECTRONICS: COMPANY OVERVIEW 281 TABLE 217 STMICROELECTRONICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 282 TABLE 218 STMICROELECTRONICS: PRODUCT LAUNCHES 283 TABLE 219 STMICROELECTRONICS: DEALS 284 TABLE 220 SK HYNIX INC.: COMPANY OVERVIEW 285 TABLE 221 SK HYNIX INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 286 TABLE 222 SK HYNIX INC.: PRODUCT LAUNCHES 287 TABLE 223 SK HYNIX INC.: DEALS 287 TABLE 224 INFINEON TECHNOLOGIES AG: COMPANY OVERVIEW 288 TABLE 225 INFINEON TECHNOLOGIES AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED 289 TABLE 226 INFINEON TECHNOLOGIES AG: PRODUCT LAUNCHES 290 TABLE 227 INFINEON TECHNOLOGIES AG: DEALS 290 TABLE 228 BOSCH SENSORTEC GMBH: COMPANY OVERVIEW 292 TABLE 229 BOSCH SENSORTEC GMBH: PRODUCTS/SOLUTIONS/SERVICES OFFERED 292 TABLE 230 BOSCH SENSORTEC GMBH: PRODUCT LAUNCHES 293 TABLE 231 BOSCH SENSORTEC GMBH: DEALS 293 TABLE 232 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW 294 TABLE 233 NXP SEMICONDUCTORS: COMPANY OVERVIEW 295 TABLE 234 SAMSUNG: COMPANY OVERVIEW 296 TABLE 235 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW 297 TABLE 236 HORIZON ROBOTICS: COMPANY OVERVIEW 298 TABLE 237 TESLA: COMPANY OVERVIEW 299 TABLE 238 UNIVERSAL ROBOTS A/S: COMPANY OVERVIEW 300 TABLE 239 SOFTBANK ROBOTICS GROUP: COMPANY OVERVIEW 301 TABLE 240 BOSTON DYNAMICS: COMPANY OVERVIEW 302 TABLE 241 UBTECH ROBOTICS CORP LTD.: COMPANY OVERVIEW 303 TABLE 242 TOYOTA MOTOR CORPORATION: COMPANY OVERVIEW 304 TABLE 243 FIGURE: COMPANY OVERVIEW 305 TABLE 244 AGILITY ROBOTICS: COMPANY OVERVIEW 306 TABLE 245 NEURA ROBOTICS GMBH: COMPANY OVERVIEW 307 TABLE 246 AGIBOT INNOVATION (SHANGHAI) TECHNOLOGY CO., LTD.: COMPANY OVERVIEW 308 TABLE 247 SANCTUARY COGNITIVE SYSTEMS CORPORATION: COMPANY OVERVIEW 309 TABLE 248 UNITREE ROBOTICS: COMPANY OVERVIEW 310 TABLE 249 DEXTERITY, INC.: COMPANY OVERVIEW 311 TABLE 250 ANYBOTICS: COMPANY OVERVIEW 312 TABLE 251 PHYSICAL INTELLIGENCE: COMPANY OVERVIEW 313 TABLE 252 SIMA TECHNOLOGIES, INC.: COMPANY OVERVIEW 314 TABLE 253 SKILD AI: COMPANY OVERVIEW 315 TABLE 254 MAJOR SECONDARY SOURCES 317 TABLE 255 PRIMARY INTERVIEW PARTICIPANTS 319 TABLE 256 DATA CAPTURED FROM PRIMARY SOURCES 319 TABLE 257 PHYSICAL AI MARKET: RESEARCH ASSUMPTIONS 326 TABLE 258 PHYSICAL AI MARKET: RISK ANALYSIS 327 FIGURE 1 PHYSICAL AI MARKET SEGMENTATION AND REGIONAL SCOPE 30 FIGURE 2 PHYSICAL AI MARKET: DURATION CONSIDERED 32 FIGURE 3 PHYSICAL AI MARKET SCENARIO 35 FIGURE 4 GLOBAL PHYSICAL AI MARKET SIZE, 2022–2032 35 FIGURE 5 MAJOR STRATEGIES ADOPTED BY KEY PLAYERS IN PHYSICAL AI MARKET, 2022–2026 36 FIGURE 6 DISRUPTIONS INFLUENCING GROWTH OF PHYSICAL AI MARKET 37 FIGURE 7 HIGH-GROWTH SEGMENTS IN PHYSICAL AI MARKET, 2026–2032 38 FIGURE 8 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN PHYSICAL AI MARKET, IN TERMS OF VALUE, DURING FORECAST PERIOD 39 FIGURE 9 ADVANCEMENTS IN EMBODIED AI AND MULTIMODAL SENSING TO FUEL PHYSICAL AI MARKET GROWTH 40 FIGURE 10 HARDWARE SEGMENT TO DOMINATE PHYSICAL AI MARKET FROM 2026 TO 2032 40 FIGURE 11 INDUSTRIAL ROBOTS SEGMENT TO EXPEDITE HIGHEST CAGR DURING FORECAST PERIOD 41 FIGURE 12 LEVEL 2: INTERMEDIATE SEGMENT TO CAPTURE LARGEST MARKET SHARE IN 2032 41 FIGURE 13 LOGISTICS & SUPPLY CHAIN SEGMENT TO WITNESS HIGHEST CAGR BETWEEN 2026 AND 2032 42 FIGURE 14 ASIA PACIFIC TO HOLD MAJOR MARKET SHARE IN 2026 AND 2032 42 FIGURE 15 INDIA TO WITNESS HIGHEST CAGR IN GLOBAL PHYSICAL AI MARKET DURING FORECAST PERIOD 43 FIGURE 16 PHYSICAL AI MARKET DYNAMICS 44 FIGURE 17 IMPACT OF DRIVERS ON PHYSICAL AI MARKET 47 FIGURE 18 IMPACT OF RESTRAINTS ON PHYSICAL AI MARKET 48 FIGURE 19 IMPACT OF OPPORTUNITIES ON PHYSICAL AI MARKET 52 FIGURE 20 IMPACT OF CHALLENGES ON PHYSICAL AI MARKET 54 FIGURE 21 PHYSICAL AI MARKET: PORTER’S FIVE FORCES ANALYSIS 58 FIGURE 22 PHYSICAL AI VALUE CHAIN ANALYSIS 63 FIGURE 23 PHYSICAL AI ECOSYSTEM ANALYSIS 65 FIGURE 24 IMPORT SCENARIO FOR HS CODE 854231-COMPLIANT PRODUCTS IN TOP FIVE COUNTRIES, 2020–2024 71 FIGURE 25 EXPORT SCENARIO FOR HS CODE 854231-COMPLIANT PRODUCTS IN TOP FIVE COUNTRIES, 2020–2024 72 FIGURE 26 TRENDS AND DISRUPTIONS INFLUENCING CUSTOMER BUSINESS 75 FIGURE 27 INVESTMENT AND FUNDING SCENARIO, 2022–2026 76 FIGURE 28 PHYSICAL AI MARKET: PATENT ANALYSIS, 2015–2025 91 FIGURE 29 DECISION-MAKING FACTORS IN PHYSICAL AI MARKET 103 FIGURE 30 INFLUENCE OF STAKEHOLDERS FROM TOP THREE VERTICALS ON BUYING PROCESS 104 FIGURE 31 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 105 FIGURE 32 ADOPTION BARRIERS AND INTERNAL CHALLENGES 106 FIGURE 33 HARDWARE SEGMENT TO CAPTURE LARGEST SHARE OF PHYSICAL AI MARKET IN 2026 AND 2032 110 FIGURE 34 INDUSTRIAL ROBOTS SEGMENT TO GROW AT HIGHEST CAGR BETWEEN 2026 AND 2032 140 FIGURE 35 LEVEL 3: ADVANCED SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 168 FIGURE 36 LOGISTICS & SUPPLY CHAIN VERTICAL TO HOLD LARGEST MARKET SHARE IN 2026 AND 2032 174 FIGURE 37 ASIA PACIFIC TO DOMINATE PHYSICAL AI MARKET DURING FORECAST PERIOD 191 FIGURE 38 NORTH AMERICA: PHYSICAL AI MARKET SNAPSHOT 193 FIGURE 39 US TO DOMINATE NORTH AMERICAN PHYSICAL AI MARKET FROM 2026 TO 2032 198 FIGURE 40 EUROPE: PHYSICAL AI MARKET SNAPSHOT 201 FIGURE 41 UK TO GROW AT HIGHEST CAGR IN EUROPE PHYSICAL AI MARKET DURING FORECAST PERIOD 206 FIGURE 42 ASIA PACIFIC: PHYSICAL AI MARKET SNAPSHOT 211 FIGURE 43 CHINA TO HOLD LARGEST SHARE OF PHYSICAL AI MARKET IN ASIA PACIFIC IN 2032 216 FIGURE 44 ROW: PHYSICAL AI MARKET SNAPSHOT 220 FIGURE 45 MIDDLE EAST & AFRICA TO WITNESS HIGHER CAGR BETWEEN 2026 AND 2032 225 FIGURE 46 PHYSICAL AI MARKET: REVENUE ANALYSIS OF TOP FOUR PLAYERS, 2021–2025 232 FIGURE 47 MARKET SHARE ANALYSIS OF KEY PLAYERS OFFERING PHYSICAL AI SOLUTIONS, 2025 233 FIGURE 48 COMPANY VALUATION 235 FIGURE 49 FINANCIAL METRICS (EV/EBITDA) 236 FIGURE 50 BRAND COMPARISON 236 FIGURE 51 PHYSICAL AI MARKET FOR HARDWARE AND SOFTWARE: COMPETITIVE EVALUATION MATRIX (KEY PLAYERS), 2025 238 FIGURE 52 PHYSICAL AI MARKET FOR HUMANOID ROBOTS: COMPETITIVE EVALUATION MATRIX (KEY PLAYERS), 2025 240 FIGURE 53 PHYSICAL AI MARKET: COMPANY FOOTPRINT 241 FIGURE 54 PHYSICAL AI MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2025 247 FIGURE 55 NVIDIA CORPORATION: COMPANY SNAPSHOT 255 FIGURE 56 ABB: COMPANY SNAPSHOT 262 FIGURE 57 QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT 266 FIGURE 58 MOOG INC.: COMPANY SNAPSHOT 271 FIGURE 59 TEXAS INSTRUMENTS INCORPORATED: COMPANY SNAPSHOT 278 FIGURE 60 STMICROELECTRONICS: COMPANY SNAPSHOT 282 FIGURE 61 SK HYNIX INC.: COMPANY SNAPSHOT 286 FIGURE 62 INFINEON TECHNOLOGIES AG: COMPANY SNAPSHOT 289 FIGURE 63 PHYSICAL AI MARKET: RESEARCH DESIGN 316 FIGURE 64 DATA CAPTURED FROM SECONDARY SOURCES 318 FIGURE 65 BREAKDOWN OF PRIMARY INTERVIEWS, BY COMPANY TYPE, DESIGNATION, AND REGION 319 FIGURE 66 CORE FINDINGS FROM INDUSTRY EXPERTS 320 FIGURE 67 PHYSICAL AI MARKET: RESEARCH APPROACH 321 FIGURE 68 PHYSICAL AI MARKET: RESEARCH FLOW 322 FIGURE 69 PHYSICAL AI MARKET SIZE ESTIMATION (SUPPLY SIDE) 322 FIGURE 70 PHYSICAL AI MARKET: BOTTOM-UP APPROACH 323 FIGURE 71 PHYSICAL AI MARKET: TOP-DOWN APPROACH 324 FIGURE 72 PHYSICAL AI MARKET: DATA TRIANGULATION 325 FIGURE 73 PHYSICAL AI MARKET: RESEARCH LIMITATIONS 326

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Physical AI Market by Offering (GPU, SoC, Memory, Sensors, Actuators, Software, Services), Robot Type (Industrial Robots, Professional Service Robots, Personal & Household Service Robots), Level of Autonomy, Vertical, and Region - Global Forecast to 2032

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