自動車用人工知能市場:オファリング、技術(ディープラーニング、機械学習、コンピュータビジョン、コンテキストアウェアコンピューティング、自然言語処理)、プロセス、アプリケーション、コンポーネント、地域別 - 2027年までの世界予測Automotive Artificial Intelligence Market by Offering, Technology (Deep Learning, Machine Learning, Computer Vision, Context-aware Computing and Natural Language Processing), Process, Application, Component and Region - Global Forecast to 2027 自動車用人工知能の世界市場規模は、2022年の23億米ドルから2027年には70億米ドルに成長すると予測され、2022年から2027年にかけて年平均成長率24.1%で成長すると予測されています。自動車用人工知能市場の成長... もっと見る
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サマリー自動車用人工知能の世界市場規模は、2022年の23億米ドルから2027年には70億米ドルに成長すると予測され、2022年から2027年にかけて年平均成長率24.1%で成長すると予測されています。自動車用人工知能市場の成長に寄与する主な要因としては、OEMによるADAS技術の採用拡大や、購買意思決定へのAI活用の拡大などが挙げられます。自動車の機能面では、安全性が最重要視されるようになってきています。事故の大半は、ドライバーが注意散漫になっているか、眠気で集中力を失っているために起こります。世界保健機関(WHO)の推計によると、全世界で毎年約130万人の交通事故死が発生しています。ドライバーを支援し、事故の数を大幅に減らすために、いくつかの運転支援システムが開発されています。このようなシステムは、不注意なドライバーに危険が近づいていることを警告し、安全性を高めるのに役立ちます。ドライバーアシスタンスシステムは、ここ数年で重要性を増してきています。それゆえ、アダプティブクルーズコントロール(ACC)やADASに対する需要が高まっています。この傾向は、今後5年間は続くと予測されています。インフラの改善、自動車メーカーによる機能向上への取り組みの強化、世界的なライフスタイルの変化により、プレミアム乗用車の販売台数は全体的に増加しています。しかし、一定程度を超えると、これらの要因が市場全体における自動車用AIを搭載した運転支援システムの需要に影響を与えることはないでしょう。購買意思決定へのAI活用の拡大 AIは、自動車の生産や改善されたユーザー体験の提供に利用されるだけでなく、自動車の売買プロセスを信じられないほど容易にする。AI機能を備えた将来のカスタマー・インターフェース・システムは、ドライバーの保険、健康状態、受けた罰則などに基づいて最適な車を推薦する可能性があります。また、次世代自動車は、渋滞などの緊急情報をリアルタイムで受け取ることができ、AIを使って実際の道路の詳細な3D画像を構築することも可能です。 自動車用人工知能市場ではAPACが急成長中 アジア太平洋地域の自動車用人工知能市場は、技術の進歩や政府からの財政支援により、2022年から2027年にかけて最も高いCAGRで成長すると予測されています。人口の増加、ライフスタイルの向上、経済成長が、アジア太平洋地域の乗用車需要のペースを加速させています。中国、日本、インド、韓国は、アジア太平洋地域における自動車用人工知能市場の主要国です。トヨタ自動車(日本)、現代自動車(韓国)、本田技研工業(日本)は、この地域の自動車用人工知能市場で事業を展開しているトップ企業の1つです。 本調査で実施したプライマリーの内訳は、以下の通りである。 - 企業タイプ別ティア1:55%、ティア2:25%、ティア3:20 - 役職別役職別:Cレベル60%、役員20%、その他20%。 - 地域別地域別:北米40%、欧州30%、APAC20%、その他の地域10 調査対象範囲 当レポートでは、自動車用人工知能市場を地域(北米、欧州、アジア太平洋、RoW)、オファリング(ハードウェア、ソフトウェア)、技術(深層学習、機械学習、コンピュータビジョン、コンテキスト認識コンピューティング、自然言語処理)に基づき、数量と金額でセグメントし、市場規模の予測を行っています。提供形態(ハードウェア、ソフトウェア)、プロセス(信号認識、画像認識、データマイニング)、アプリケーション(ヒューマンマシンインターフェース、半自動運転、自律走行、本人認証、ドライバーモニタリング、自律走行プロセッサチップ)、コンポーネント(GPU、マイクロプロセッサ(ASICを含む)、FPGA、メモリ)、提供形態(ハードウェア、ソフトウェア)、プロセス(信号認識、画像認識、データマイニング、データマイニング)、提供形態(ハードウェア、ソフトウェア)、プロセス(信号認識、画像認識、データ分析、データ分析)、コンポーネント(GPU、マイクロプロセッサを含む、システム)、提供形態(ハードウェア、ソフトウェア)、プロセス(信号認識、データ分析、データ分析、データマイニング、システムASIC)、FPGA、メモリ・ストレージシステム、イメージセンサ、バイオメトリクススキャナ、その他)です。また、自動車用人工知能市場における市場促進要因、阻害要因、機会、課題についても包括的にレビューしています。また、これらの市場の定量的側面に加え、定性的側面も取り上げています。 本レポート購入の主なメリット 1 本レポートには、提供物、技術、プロセス、アプリケーション、コンポーネント、地域に関連する市場統計が含まれています。 2 自動車用人工知能市場に対する深い洞察を提供するために、詳細なバリューチェーン分析が行われています。 3 主要な市場促進要因、阻害要因、課題、機会について詳述しています。 4 自動車用人工知能市場の全体像を把握するために、提供物、技術、プロセス、アプリケーション、コンポーネント、地域に基づく市場の図解的な区分、分析、予測を実施しています。 また、主要プレイヤーの詳細な分析とランキングを掲載しています。 目次1 INTRODUCTION 321.1 STUDY OBJECTIVES 32 1.2 MARKET DEFINITION 32 1.2.1 INCLUSIONS AND EXCLUSIONS 33 1.3 STUDY SCOPE 33 1.3.1 MARKETS COVERED 33 1.3.2 REGIONAL SCOPE 34 1.3.3 YEARS CONSIDERED 34 1.4 CURRENCY CONSIDERED 34 1.5 STAKEHOLDERS 35 1.6 SUMMARY OF CHANGES 35 2 RESEARCH METHODOLOGY 36 2.1 RESEARCH DATA 36 FIGURE 1 PROCESS FLOW: AUTOMOTIVE ARTIFICIAL MARKET SIZE ESTIMATION 36 FIGURE 2 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: RESEARCH DESIGN 37 2.1.1 SECONDARY AND PRIMARY RESEARCH 38 2.1.2 SECONDARY DATA 39 2.1.2.1 List of major secondary sources 39 2.1.2.2 Secondary sources 40 2.1.3 PRIMARY DATA 40 2.1.3.1 Primary interviews with experts 40 2.1.3.2 Key industry insights 41 2.1.3.3 Breakdown of primaries 41 2.1.3.4 Primary sources 42 2.2 MARKET SIZE ESTIMATION 42 2.2.1 BOTTOM-UP APPROACH 42 2.2.1.1 Estimating market size using bottom-up approach (demand side) 42 FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 43 2.2.2 TOP-DOWN APPROACH 43 2.2.2.1 Approach to capture market share using top-down analysis (supply side) 44 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 44 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 45 FIGURE 5 DATA TRIANGULATION 45 2.4 RESEARCH ASSUMPTIONS 46 TABLE 1 ASSUMPTIONS FOR RESEARCH STUDY 46 2.5 RISK ASSESSMENT 47 2.5.1 LIMITATIONS AND ASSOCIATED RISKS 47 TABLE 2 LIMITATIONS AND ASSOCIATED RISKS 47 2.6 RESEARCH LIMITATIONS 47 FIGURE 6 LIMITATIONS FOR RESEARCH STUDY 47 TABLE 3 MARKET FORECASTING METHODOLOGY ADOPTED FROM 2022 TO 2027 48 3 EXECUTIVE SUMMARY 49 FIGURE 7 SOFTWARE SEGMENT TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET DURING FORECAST PERIOD 49 FIGURE 8 AUTOMOTIVE AI MARKET, BY TECHNOLOGY, 2022–2027 50 FIGURE 9 AUTOMOTIVE AI MARKET, BY PROCESS, 2022 VS 2027 51 FIGURE 10 AUTOMOTIVE AI MARKET, BY APPLICATION, 2022–2027 52 FIGURE 11 AUTOMOTIVE AI MARKET, BY REGION, 2022 53 4 PREMIUM INSIGHTS 54 4.1 ATTRACTIVE OPPORTUNITIES FOR AUTOMOTIVE AI MARKET PLAYERS 54 FIGURE 12 RISING INDUSTRIAL AUTOMATION TO DRIVE MARKET GROWTH 54 4.2 AUTOMOTIVE AI MARKET, BY OFFERING 54 FIGURE 13 SOFTWARE SEGMENT TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET DURING FORECAST PERIOD 54 4.3 AUTOMOTIVE AI MARKET, BY TECHNOLOGY 55 FIGURE 14 DEEP LEARNING SEGMENT TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FROM 2022 TO 2027 55 4.4 NORTH AMERICAN AUTOMOTIVE AI MARKET, BY APPLICATION AND COUNTRY 55 FIGURE 15 HMI SEGMENT AND US HELD LARGEST SHARES OF NORTH AMERICAN AUTOMOTIVE AI MARKET IN 2027 55 4.5 AUTOMOTIVE AI MARKET, BY COUNTRY 56 FIGURE 16 CANADA TO REGISTER HIGHEST CAGR IN AUTOMOTIVE AI MARKET BETWEEN 2022 AND 2027 (IN TERMS OF VALUE) 56 5 MARKET OVERVIEW 57 5.1 INTRODUCTION 57 5.2 MARKET DYNAMICS 58 FIGURE 17 AUTOMOTIVE AI MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND RESTRAINTS 58 5.2.1 DRIVERS 58 5.2.1.1 Growing adoption of ADAS technology by OEMs 58 FIGURE 18 ROAD TRAFFIC DEATH RATE, PER 100,000 POPULATION, 2019 59 TABLE 4 REGULATIONS FOR DRIVER ASSISTANCE SYSTEMS 59 5.2.1.2 Rising demand for enhanced user experience and convenience features 60 5.2.1.3 Emerging trend of autonomous vehicles 60 FIGURE 19 LEVELS OF AUTONOMOUS DRIVING 61 TABLE 5 AUTONOMOUS DRIVING INITIATIVES BY AUTOMAKERS 61 5.2.1.4 Increasing use of AI to make buying decisions 61 FIGURE 20 DRIVERS FOR AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET AND THEIR IMPACT 62 5.2.2 RESTRAINTS 62 5.2.2.1 Increase in overall cost of vehicles 62 5.2.2.2 Threat to vehicle-related cybersecurity 63 5.2.2.3 Inability to identify human signals 63 FIGURE 21 RESTRAINTS FOR AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET AND THEIR IMPACT 63 5.2.3 OPPORTUNITIES 64 5.2.3.1 Increasing demand for premium vehicles 64 5.2.3.2 Growing need for sensor fusion 64 FIGURE 22 SENSOR FUSION 65 5.2.3.3 High potential of in-car payments 65 FIGURE 23 OPPORTUNITIES FOR AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET AND THEIR IMPACT 66 5.2.4 CHALLENGES 66 5.2.4.1 Difficulty in maintaining cost-quality balance 66 5.2.4.2 Effect of unfavorable weather on sensors 66 FIGURE 24 CHALLENGES FOR AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET AND THEIR IMPACT 67 5.3 PORTER’S FIVE FORCES ANALYSIS 67 5.3.1 BARGAINING POWER OF SUPPLIERS 67 5.3.2 BARGAINING POWER OF BUYERS 67 5.3.3 THREAT OF NEW ENTRANTS 67 5.3.4 THREAT OF SUBSTITUTES 68 5.3.5 INTENSITY OF COMPETITIVE RIVALRY 68 TABLE 6 IMPACT OF EACH FORCE ON AUTOMOTIVE AI MARKET 68 5.4 PRICING ANALYSIS 69 FIGURE 25 ASP OF PROCESSORS, 2018–2021 (USD) 69 TABLE 7 ASP RANGE OF PROCESSOR TYPES, 2018–2021 (USD) 69 5.5 TRADE ANALYSIS 69 5.5.1 EXPORT SCENARIO FOR AUTOMATIC DATA PROCESSING MACHINES 69 TABLE 8 AUTOMATIC DATA PROCESSING MACHINES EXPORT, BY KEY COUNTRY, 2017–2021 (USD THOUSAND) 70 5.5.2 IMPORT SCENARIO FOR AUTOMATIC DATA PROCESSING MACHINES 70 TABLE 9 IMPORT DATA: AUTOMATIC DATA PROCESSING MACHINES, BY KEY COUNTRY, 2017–2021 (USD THOUSAND) 71 5.6 ECOSYSTEM 71 FIGURE 26 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: ECOSYSTEM ANALYSIS 71 TABLE 10 AUTOMOTIVE AI MARKET ECOSYSTEM 72 5.7 CASE STUDY ANALYSIS 73 5.7.1 AFFECTIVA DEVELOPS SYSTEM TO DETECT DRIVER BEHAVIOR 73 5.7.2 VOLVO USES MACHINE LEARNING-DRIVEN DATA ANALYTICS TO PREDICT BREAKDOWNS AND FAILURES 73 5.7.3 ROLLS-ROYCE USES MICROSOFT CORTANA INTELLIGENCE FOR PREDICTIVE MAINTENANCE 74 5.7.4 AUDI USES AI SYSTEM TO ALERT DRIVER 74 5.8 PATENT ANALYSIS 74 FIGURE 27 NUMBER OF PATENTS GRANTED PER YEAR OVER LAST 10 YEARS 74 TABLE 11 TOP 10 PATENT OWNERS 75 FIGURE 28 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS 75 TABLE 12 IMPORTANT PATENT REGISTRATIONS, 2020–2022 76 FIGURE 29 REVENUE SHIFT IN AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET 82 5.9 REGULATORY LANDSCAPE 82 5.9.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 TABLE 13 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 TABLE 14 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83 TABLE 15 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83 TABLE 16 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 5.10 REGULATORY STANDARDS 84 5.10.1 GENERAL DATA PROTECTION REGULATION (GDPR) 84 5.10.2 STANDARDS IN ITS/C-ITS 85 TABLE 17 SECURITY AND PRIVACY STANDARDS DEVELOPED BY EUROPEAN TELECOMMUNICATION STANDARDS INSTITUTE (ETSI) 85 5.11 VALUE CHAIN ANALYSIS 85 FIGURE 30 AUTOMOTIVE ARTIFICIAL MARKET VALUE CHAIN 86 5.12 TECHNOLOGY ANALYSIS 87 FIGURE 31 EVOLUTION OF ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE INDUSTRY 88 FIGURE 32 ROLE OF ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE INDUSTRY 89 5.12.1 HUMAN–MACHINE INTERFACE 89 5.12.2 PREDICTIVE MAINTENANCE 90 5.12.3 AUTONOMOUS VEHICLE 90 5.12.4 ADVANCED DRIVER ASSISTANCE SYSTEM 90 FIGURE 33 APPLICATIONS OF ADVANCED DRIVER ASSISTANCE SYSTEMS (ADAS) 91 5.12.5 PRECISION AND MAPPING 91 5.12.6 CUSTOMER DATA ANALYSIS 92 5.12.7 OTHERS 92 5.13 KEY CONFERENCES AND EVENTS, 2022-2023 92 TABLE 18 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: CONFERENCES & EVENTS (2022–2023) 92 5.14 KEY STAKEHOLDERS AND BUYING PROCESS AND/OR BUYING CRITERIA 94 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 94 FIGURE 34 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS 94 TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS (%) 94 5.14.2 BUYING CRITERIA 94 FIGURE 35 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS 94 TABLE 20 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS 95 6 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING 96 6.1 INTRODUCTION 97 FIGURE 36 SOFTWARE SEGMENT EXPECTED TO HOLD LARGER SHARE OF AUTOMOTIVE AI MARKET IN 2022 97 TABLE 21 AUTOMOTIVE AI MARKET, BY OFFERING, 2018–2021 (USD MILLION) 97 TABLE 22 AUTOMOTIVE AI MARKET, BY OFFERING, 2022–2027 (USD MILLION) 98 6.2 HARDWARE 98 6.2.1 VON NEUMANN ARCHITECTURE 99 6.2.1.1 Increasing competition among companies to provide hardware platforms 99 6.2.2 NEUROMORPHIC ARCHITECTURE 99 6.2.2.1 Designed to process information and respond to change in data 99 TABLE 23 AUTOMOTIVE AI HARDWARE MARKET, BY COMPUTING TYPE, 2018–2021 (USD MILLION) 99 TABLE 24 AUTOMOTIVE AI HARDWARE MARKET, BY COMPUTING TYPE, 2022–2027 (USD MILLION) 100 TABLE 25 AUTOMOTIVE AI HARDWARE MARKET, BY TECHNOLOGY, 2018–2021 (USD MILLION) 100 TABLE 26 AUTOMOTIVE AI HARDWARE MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION) 100 FIGURE 37 NORTH AMERICA TO HOLD LARGEST MARKET SHARE OF AUTOMOTIVE AI HARDWARE MARKET DURING FORECAST PERIOD 101 TABLE 27 AUTOMOTIVE AI HARDWARE MARKET, BY REGION, 2018–2021 (USD MILLION) 101 TABLE 28 AUTOMOTIVE AI HARDWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 101 6.3 SOFTWARE 102 6.3.1 SOLUTIONS 102 6.3.1.1 Technological development expected to boost market growth 102 6.3.2 PLATFORMS 103 6.3.2.1 Use of AI platforms to develop tool kits for various purposes 103 TABLE 29 AUTOMOTIVE AI SOFTWARE MARKET, BY SOFTWARE TYPE, 2018–2021 (USD MILLION) 103 TABLE 30 AUTOMOTIVE AI SOFTWARE MARKET, BY SOFTWARE TYPE, 2022–2027 (USD MILLION) 103 FIGURE 38 DEEP LEARNING TECHNOLOGY TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 104 TABLE 31 AUTOMOTIVE AI SOFTWARE MARKET, BY TECHNOLOGY, 2018–2021 (USD MILLION) 104 TABLE 32 AUTOMOTIVE AI SOFTWARE MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION) 105 TABLE 33 AUTOMOTIVE AI SOFTWARE MARKET, BY REGION, 2018–2021 (USD MILLION) 105 TABLE 34 AUTOMOTIVE AI SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 105 7 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY 106 7.1 INTRODUCTION 107 FIGURE 39 DEEP LEARNING EXPECTED TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET IN 2022 107 TABLE 35 AUTOMOTIVE AI MARKET, BY TECHNOLOGY, 2018–2021 (USD MILLION) 107 TABLE 36 AUTOMOTIVE AI MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION) 108 7.2 DEEP LEARNING 108 7.2.1 INCREASING USE IN PREDICTIVE ANALYTICS TO BOOST AUTOMOTIVE AI MARKET 108 TABLE 37 AUTOMOTIVE AI MARKET FOR DEEP LEARNING TECHNOLOGY, BY OFFERING, 2018–2021 (USD MILLION) 109 TABLE 38 AUTOMOTIVE AI MARKET FOR DEEP LEARNING TECHNOLOGY, BY OFFERING, 2022–2027 (USD MILLION) 109 TABLE 39 AUTOMOTIVE AI MARKET FOR DEEP LEARNING, BY APPLICATION, 2018–2021 (USD MILLION) 109 TABLE 40 AUTOMOTIVE AI MARKET FOR DEEP LEARNING, BY APPLICATION, 2022–2027 (USD MILLION) 110 FIGURE 40 NORTH AMERICA TO HAVE LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR DEEP LEARNING DURING FORECAST PERIOD 110 TABLE 41 AUTOMOTIVE AI MARKET FOR DEEP LEARNING, BY REGION, 2018–2021 (USD MILLION) 110 TABLE 42 AUTOMOTIVE AI MARKET FOR DEEP LEARNING, BY REGION, 2022–2027 (USD MILLION) 111 7.3 MACHINE LEARNING 111 7.3.1 MULTIPLE ADVANTAGES OF MACHINE LEARNING TO DRIVE GROWTH OF AUTOMOTIVE INDUSTRY 111 TABLE 43 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING TECHNOLOGY, BY OFFERING, 2018–2021 (USD MILLION) 112 TABLE 44 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING TECHNOLOGY, BY OFFERING, 2022–2027 (USD MILLION) 112 FIGURE 41 HMI TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR MACHINE LEARNING DURING FORECAST PERIOD 112 TABLE 45 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING, BY APPLICATION, 2018–2021 (USD MILLION) 113 TABLE 46 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING, BY APPLICATION, 2022–2027 (USD MILLION) 113 TABLE 47 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING, BY REGION, 2018–2021 (USD MILLION) 113 TABLE 48 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING, BY REGION, 2022–2027 (USD MILLION) 114 7.4 COMPUTER VISION 114 7.4.1 ABILITY TO ANALYZE INFORMATION AND PROVIDE VISUAL FEEDBACK TO DRIVE MARKET GROWTH 114 TABLE 49 AUTOMOTIVE AI MARKET FOR COMPUTER VISION TECHNOLOGY, BY OFFERING, 2018–2021 (USD MILLION) 115 TABLE 50 AUTOMOTIVE AI MARKET FOR COMPUTER VISION TECHNOLOGY, BY OFFERING, 2022–2027 (USD MILLION) 115 TABLE 51 AUTOMOTIVE AI MARKET FOR COMPUTER VISION, BY APPLICATION, 2018–2021 (USD MILLION) 115 TABLE 52 AUTOMOTIVE AI MARKET FOR COMPUTER VISION, BY APPLICATION, 2022–2027 (USD MILLION) 116 TABLE 53 AUTOMOTIVE AI MARKET FOR COMPUTER VISION, BY REGION, 2018–2021 (USD MILLION) 116 TABLE 54 AUTOMOTIVE AI MARKET FOR COMPUTER VISION, BY REGION, 2022–2027 (USD MILLION) 116 7.5 CONTEXT-AWARE COMPUTING 117 7.5.1 DEVELOPMENT OF SOPHISTICATED HARD AND SOFT SENSORS TO BOOST GROWTH OF SEGMENT 117 TABLE 55 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY OFFERING, 2018–2021 (USD MILLION) 117 TABLE 56 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY OFFERING, 2022–2027 (USD MILLION) 117 TABLE 57 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY APPLICATION, 2018–2021 (USD MILLION) 118 TABLE 58 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY APPLICATION, 2022–2027 (USD MILLION) 118 FIGURE 42 NORTH AMERICA TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING DURING FORECAST PERIOD 118 TABLE 59 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY REGION, 2018–2021 (USD MILLION) 119 TABLE 60 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY REGION, 2022–2027 (USD MILLION) 119 7.6 NATURAL LANGUAGE PROCESSING 119 7.6.1 HELPS IMPROVE AUTONOMOUS VEHICLE DRIVING EXPERIENCE 119 FIGURE 43 SOFTWARE TO ACCOUNT FOR LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING DURING FORECAST PERIOD 120 TABLE 61 AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING, BY OFFERING, 2018–2021 (USD MILLION) 120 TABLE 62 AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING, BY OFFERING, 2022–2027 (USD MILLION) 121 TABLE 63 AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING, BY REGION, 2018–2021 (USD MILLION) 121 TABLE 64 AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING, BY REGION, 2022–2027 (USD MILLION) 121 8 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY PROCESS 122 8.1 INTRODUCTION 123 FIGURE 44 SIGNAL RECOGNITION SEGMENT EXPECTED TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET, BY PROCESS, IN 2022 123 TABLE 65 AUTOMOTIVE AI MARKET, BY PROCESS, 2018–2021 (USD MILLION) 123 TABLE 66 AUTOMOTIVE AI MARKET, BY PROCESS, 2022–2027 (USD MILLION) 124 8.2 SIGNAL RECOGNITION 124 8.2.1 ENHANCED CUSTOMER EXPERIENCE AND INCREASED SAFETY 124 TABLE 67 AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION, BY APPLICATION, 2018–2021 (USD MILLION) 125 TABLE 68 AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION, BY APPLICATION, 2022–2027 (USD MILLION) 125 FIGURE 45 NORTH AMERICA TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION DURING FORECAST PERIOD 126 TABLE 69 AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION, BY REGION, 2018–2021 (USD MILLION) 126 TABLE 70 AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION, BY REGION, 2022–2027 (USD MILLION) 127 8.3 IMAGE RECOGNITION 127 8.3.1 INCREASED DEMAND DUE TO ADVANCEMENTS IN AUTOMOTIVE INDUSTRY 127 FIGURE 46 HMI TECHNOLOGY TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION DURING FORECAST PERIOD 128 TABLE 71 AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION, BY APPLICATION, 2018–2021 (USD MILLION) 128 TABLE 72 AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION, BY APPLICATION, 2022–2027 (USD MILLION) 128 TABLE 73 AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION, BY REGION, 2018–2021 (USD MILLION) 129 TABLE 74 AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION, BY REGION, 2022–2027 (USD MILLION) 129 8.4 DATA MINING 130 8.4.1 FACILITATES QUICK AND INFORMED DECISIONS 130 TABLE 75 AUTOMOTIVE AI MARKET FOR DATA MINING, BY APPLICATION, 2018–2021 (USD MILLION) 130 TABLE 76 AUTOMOTIVE AI MARKET FOR DATA MINING, BY APPLICATION, 2022–2027 (USD MILLION) 131 TABLE 77 AUTOMOTIVE AI MARKET, FOR DATA MINING, BY REGION, 2018–2021 (USD MILLION) 131 TABLE 78 AUTOMOTIVE AI MARKET, FOR DATA MINING, BY REGION, 2022–2027 (USD MILLION) 132 9 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION 133 9.1 INTRODUCTION 134 FIGURE 47 HMI APPLICATION TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET BY 2027 134 TABLE 79 AUTOMOTIVE AI MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 134 TABLE 80 AUTOMOTIVE AI MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 135 9.2 HUMAN–MACHINE INTERFACE (HMI) 135 9.2.1 IMPROVES CUSTOMER EXPERIENCE THROUGH INTERACTION WITH MUTLI-DASHBOARDS 135 FIGURE 48 NORTH AMERICA EXPECTED TO DOMINATE HMI SEGMENT OF AUTOMOTIVE AI MARKET DURING FORECAST PERIOD 136 TABLE 81 AUTOMOTIVE AI MARKET FOR HMI, BY REGION, 2018–2021 (USD MILLION) 136 TABLE 82 AUTOMOTIVE AI MARKET FOR HMI, BY REGION, 2022–2027 (USD MILLION) 136 TABLE 83 AUTOMOTIVE AI MARKET FOR HMI, BY PROCESS, 2018–2021 (USD MILLION) 137 TABLE 84 AUTOMOTIVE AI MARKET FOR HMI, BY PROCESS, 2022–2027 (USD MILLION) 137 TABLE 85 AUTOMOTIVE AI MARKET FOR HMI, BY TECHNOLOGY, 2018–2021 (USD MILLION) 137 TABLE 86 AUTOMOTIVE AI MARKET FOR HMI, BY TECHNOLOGY, 2022–2027 (USD MILLION) 138 9.3 SEMI-AUTONOMOUS DRIVING 138 9.3.1 USE OF AI TO CONTROL SPECIFIC ENVIRONMENTAL CONDITIONS 138 TABLE 87 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY REGION, 2018–2021 (USD MILLION) 138 TABLE 88 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY REGION, 2022–2027 (USD MILLION) 139 FIGURE 49 SIGNAL RECOGNITION EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING APPLICATION DURING FORECAST PERIOD 139 TABLE 89 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY PROCESS, 2018–2021 (USD MILLION) 139 TABLE 90 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY PROCESS, 2022–2027 (USD MILLION) 140 TABLE 91 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY TECHNOLOGY, 2018–2021 (USD MILLION) 140 TABLE 92 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY TECHNOLOGY, 2022–2027 (USD MILLION) 140 9.4 AUTONOMOUS DRIVING 141 9.4.1 USE OF DEEP LEARNING AND SENSOR FUSION TECHNOLOGY FOR SELF-DRIVING CARS 141 TABLE 93 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY REGION, 2018–2021 (USD MILLION) 141 TABLE 94 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY REGION, 2022–2027 (USD MILLION) 142 TABLE 95 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY PROCESS, 2018–2021 (USD MILLION) 142 TABLE 96 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY PROCESS, 2022–2027 (USD MILLION) 142 FIGURE 50 DEEP LEARNING EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING APPLICATION DURING FORECAST PERIOD 143 TABLE 97 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY TECHNOLOGY, 2018–2021 (USD MILLION) 143 TABLE 98 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY TECHNOLOGY, 2022–2027 (USD MILLION) 144 9.5 IDENTITY AUTHENTICATION 144 9.5.1 LIMITING ACCESS TO AUTHORIZED USERS FOR IMPROVED SAFETY 144 9.6 DRIVER MONITORING 145 9.6.1 DRIVER MONITORING SYSTEMS REDUCE RISK OF COLLISIONS 145 9.7 AUTONOMOUS DRIVING PROCESSOR CHIPS 145 9.7.1 GROWING DEMAND FOR HIGH-PERFORMANCE DATA PROCESSING CHIPS 145 10 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY COMPONENT 146 10.1 INTRODUCTION 147 FIGURE 51 GPU COMPONENT TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET BY 2027 147 TABLE 99 AUTOMOTIVE AI MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 147 TABLE 100 AUTOMOTIVE AI MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 148 10.2 MICROPROCESSORS 148 10.2.1 DESIGNED TO BE CRUCIAL COMPONENTS OF VEHICLES 148 10.3 GRAPHICS PROCESSING UNIT (GPU) 148 10.3.1 USED TO SUPPORT DIGITAL DASHBOARDS IN VEHICLES 148 10.4 FIELD PROGRAMMABLE GATE ARRAY (FPGA) 149 10.4.1 ENABLE INCREASED CUSTOMIZATION AND SCALABILITY 149 10.5 MEMORY AND STORAGE SYSTEMS 149 10.5.1 RISING HIGH-BANDWIDTH MEMORY REQUIREMENTS TO DRIVE MARKET GROWTH 149 10.6 IMAGE SENSORS 150 10.6.1 USED TO ENHANCE PERFORMANCE OF AUTONOMOUS VEHICLES 150 10.7 BIOMETRIC SCANNERS 151 10.7.1 VARIED APPLICATIONS LEAD TO HIGH ADOPTION 151 10.8 OTHERS 151 10.8.1 CLOUD AI FACILITATES TIMELY AVAILABILITY OF DATA 151 11 GEOGRAPHIC ANALYSIS 152 11.1 INTRODUCTION 153 FIGURE 52 NORTH AMERICA EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET DURING FORECAST PERIOD 153 TABLE 101 AUTOMOTIVE AI MARKET, BY REGION, 2018–2021 (USD MILLION) 153 TABLE 102 AUTOMOTIVE AI MARKET, BY REGION, 2022–2027 (USD MILLION) 154 11.2 NORTH AMERICA 154 FIGURE 53 NORTH AMERICA: MARKET SNAPSHOT 155 TABLE 103 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY APPLICATION, 2018–2021 (USD MILLION) 155 TABLE 104 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY APPLICATION, 2022–2027 (USD MILLION) 156 TABLE 105 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY OFFERING, 2018–2021 (USD MILLION) 156 TABLE 106 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY OFFERING, 2022–2027 (USD MILLION) 156 TABLE 107 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY PROCESS, 2018–2021 (USD MILLION) 156 TABLE 108 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY PROCESS, 2022–2027 (USD MILLION) 157 TABLE 109 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY TECHNOLOGY, 2018–2021 (USD MILLION) 157 TABLE 110 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY TECHNOLOGY, 2022–2027 (USD MILLION) 157 TABLE 111 AUTOMOTIVE AI MARKET, NORTH AMERICA, BY COUNTRY, 2018–2021 (USD MILLION) 158 TABLE 112 AUTOMOTIVE AI MARKET, NORTH AMERICA, BY COUNTRY, 2022–2027 (USD MILLION) 158 11.2.1 US 158 11.2.1.1 Development of autonomous vehicles expected to propel demand for automotive AI 158 11.2.2 CANADA 159 11.2.2.1 Increasing adoption of AI-based systems in automotive industry 159 11.2.3 MEXICO 159 11.2.3.1 Low labor costs to boost automotive AI market 159 11.3 EUROPE 159 FIGURE 54 EUROPE: MARKET SNAPSHOT 161 TABLE 113 AUTOMOTIVE AI MARKET, FOR EUROPE, BY APPLICATION, 2018–2021 (USD MILLION) 161 TABLE 114 AUTOMOTIVE AI MARKET, FOR EUROPE, BY APPLICATION, 2022–2027 (USD MILLION) 162 TABLE 115 AUTOMOTIVE AI MARKET, FOR EUROPE, BY OFFERING, 2018–2021 (USD MILLION) 162 TABLE 116 AUTOMOTIVE AI MARKET, FOR EUROPE, BY OFFERING, 2022–2027 (USD MILLION) 162 TABLE 117 AUTOMOTIVE AI MARKET, FOR EUROPE, BY PROCESS, 2018–2021 (USD MILLION) 162 TABLE 118 AUTOMOTIVE AI MARKET, FOR EUROPE, BY PROCESS, 2022–2027 (USD MILLION) 163 TABLE 119 AUTOMOTIVE AI MARKET, FOR EUROPE, BY TECHNOLOGY, 2018–2021 (USD MILLION) 163 TABLE 120 AUTOMOTIVE AI MARKET, FOR EUROPE, BY TECHNOLOGY, 2022–2027 (USD MILLION) 163 FIGURE 55 GERMANY EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET IN EUROPE DURING FORECAST PERIOD 164 TABLE 121 AUTOMOTIVE AI MARKET, EUROPE, BY REGION, 2018–2021 (USD MILLION) 164 TABLE 122 AUTOMOTIVE AI MARKET, EUROPE, BY REGION, 2022–2027 (USD MILLION) 164 11.3.1 GERMANY 165 11.3.1.1 High adoption of computer vision systems to propel market growth 165 11.3.2 FRANCE 165 11.3.2.1 increasing demand for advanced vehicle safety features to boost market 165 11.3.3 UK 166 11.3.3.1 Increasing demand for AI-based solutions to drive market 166 11.3.4 REST OF EUROPE 166 11.3.4.1 Increasing AI development to boost opportunities for market growth 166 11.4 ASIA PACIFIC 167 FIGURE 56 ASIA PACIFIC: MARKET SNAPSHOT 168 TABLE 123 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY APPLICATION, 2018–2021 (USD MILLION) 168 TABLE 124 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY APPLICATION, 2022–2027 (USD MILLION) 169 TABLE 125 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY OFFERING, 2018–2021 (USD MILLION) 169 TABLE 126 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY OFFERING, 2022–2027 (USD MILLION) 169 TABLE 127 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY PROCESS, 2018–2021 (USD MILLION) 169 TABLE 128 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY PROCESS, 2022–2027 (USD MILLION) 170 TABLE 129 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY TECHNOLOGY, 2018–2021 (USD MILLION) 170 TABLE 130 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY TECHNOLOGY, 2022–2027 (USD MILLION) 170 FIGURE 57 CHINA EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET IN ASIA PACIFIC DURING FORECAST PERIOD 171 TABLE 131 AUTOMOTIVE AI MARKET, ASIA PACIFIC, BY REGION, 2018–2021 (USD MILLION)) 171 TABLE 132 AUTOMOTIVE AI MARKET, ASIA PACIFIC, BY REGION, 2022–2027 (USD MILLION)) 171 11.4.1 CHINA 172 11.4.1.1 Growth of automotive sector to drive market growth 172 11.4.2 JAPAN 172 11.4.2.1 Presence of numerous AI solution providers to bolster market growth 172 11.4.3 SOUTH KOREA 172 11.4.3.1 Government regulations to boost market 172 11.4.4 REST OF APAC 173 11.4.4.1 Rising use of driver assistance systems to support market 173 11.5 REST OF THE WORLD 173 TABLE 133 AUTOMOTIVE AI MARKET, FOR ROW, BY APPLICATION, 2018–2021 (USD MILLION) 173 TABLE 134 AUTOMOTIVE AI MARKET, FOR ROW, BY APPLICATION, 2022–2027 (USD MILLION) 173 TABLE 135 AUTOMOTIVE AI MARKET, FOR ROW, BY OFFERING, 2018–2021 (USD MILLION) 174 TABLE 136 AUTOMOTIVE AI MARKET, FOR ROW, BY OFFERING, 2022–2027 (USD MILLION) 174 TABLE 137 AUTOMOTIVE AI MARKET, FOR ROW, BY PROCESS, 2018–2021 (USD MILLION) 174 TABLE 138 AUTOMOTIVE AI MARKET, FOR ROW, BY PROCESS, 2022–2027 (USD MILLION) 174 TABLE 139 AUTOMOTIVE AI MARKET, FOR ROW, BY TECHNOLOGY, 2018–2021 (USD MILLION) 175 TABLE 140 AUTOMOTIVE AI MARKET, FOR ROW, BY TECHNOLOGY, 2022–2027 (USD MILLION) 175 TABLE 141 AUTOMOTIVE AI MARKET, ROW, BY REGION, 2018–2021 (USD MILLION) 175 TABLE 142 AUTOMOTIVE AI MARKET, ROW, BY REGION, 2022–2027 (USD MILLION) 175 11.5.1 SOUTH AMERICA 176 11.5.1.1 Development of AI technologies expected to boost market growth 176 11.5.2 MIDDLE EAST & AFRICA 176 11.5.2.1 Increasing investments to bolster market 176 12 COMPETITIVE LANDSCAPE 177 12.1 INTRODUCTION 177 12.2 REVENUE ANALYSIS: TOP COMPANIES 177 FIGURE 58 TOP 5 PLAYERS DOMINATED AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET OVER LAST 5 YEARS 177 12.3 STRATEGIES ADOPTED BY KEY PLAYERS 178 TABLE 143 OVERVIEW OF STRATEGIES ADOPTED BY PLAYERS IN AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET 178 12.4 MARKET SHARE ANALYSIS, 2021 179 TABLE 144 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: DEGREE OF COMPETITION 179 FIGURE 59 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET SHARE, BY COMPANY (2021) 179 12.5 COMPANY EVALUATION QUADRANT 181 12.5.1 STARS 181 12.5.2 PERVASIVE PLAYERS 181 12.5.3 EMERGING LEADERS 181 12.5.4 PARTICIPANTS 181 FIGURE 60 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET (GLOBAL) COMPANY EVALUATION QUADRANT, 2021 182 12.6 COMPANY FOOTPRINT 183 12.6.1 APPLICATION AND REGIONAL FOOTPRINT OF TOP PLAYERS 183 TABLE 145 APPLICATION AND REGIONAL FOOTPRINT OF TOP COMPANIES 183 TABLE 146 APPLICATION FOOTPRINT OF COMPANIES 184 TABLE 147 REGIONAL FOOTPRINT OF COMPANIES 185 12.7 START-UP/SME EVALUATION QUADRANT, 2021 186 12.7.1 PROGRESSIVE COMPANIES 186 12.7.2 RESPONSIVE COMPANIES 186 12.7.3 DYNAMIC COMPANIES 186 12.7.4 STARTING BLOCKS 186 FIGURE 61 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET (GLOBAL) START-UP/SME EVALUATION QUADRANT, 2021 187 12.8 COMPETITIVE SCENARIOS & TRENDS 188 TABLE 148 AUTOMOTIVE ARTIFICIAL INTELLIGENT MARKET: PRODUCT LAUNCHES 188 TABLE 149 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: DEALS 190 12.9 COMPETITIVE BENCHMARKING 192 TABLE 150 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: KEY START-UPS/SMES 192 TABLE 151 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES 193 13 COMPANY PROFILES 195 13.1 KEY PLAYERS 195 (Business Overview, Products Offered, Recent Developments, and MnM View)* 13.1.1 NVIDIA CORPORATION 195 TABLE 152 NVIDIA: BUSINESS OVERVIEW 195 FIGURE 62 NVIDIA CORPORATION: COMPANY SNAPSHOT 196 TABLE 153 NVIDIA: PRODUCTS OFFERED 196 TABLE 154 NVIDIA: DEALS 198 13.1.2 ALPHABET INC. 200 TABLE 155 ALPHABET: BUSINESS OVERVIEW 200 FIGURE 63 ALPHABET INC.: COMPANY SNAPSHOT 201 TABLE 156 ALPHABET: PRODUCTS OFFERED 201 TABLE 157 ALPHABET: PRODUCT LAUNCHES 202 TABLE 158 ALPHABET: DEALS 203 13.1.3 INTEL CORPORATION 205 TABLE 159 INTEL: BUSINESS OVERVIEW 205 FIGURE 64 INTEL CORPORATION: COMPANY SNAPSHOT 206 TABLE 160 INTEL: PRODUCTS OFFERED 206 TABLE 161 INTEL: PRODUCT LAUNCHES 207 TABLE 162 INTEL: DEALS 207 13.1.4 MICROSOFT CORPORATION 209 TABLE 163 MICROSOFT CORPORATION: BUSINESS OVERVIEW 209 FIGURE 65 MICROSOFT CORPORATION: COMPANY SNAPSHOT 210 TABLE 164 MICROSOFT CORPORATION: PRODUCTS OFFERED 210 TABLE 165 MICROSOFT CORPORATION: PRODUCT LAUNCHES 211 TABLE 166 MICROSOFT CORPORATION: DEALS 211 13.1.5 INTERNATIONAL BUSINESS MACHINES CORPORATION 213 TABLE 167 IBM: BUSINESS OVERVIEW 213 FIGURE 66 IBM CORPORATION: COMPANY SNAPSHOT 214 TABLE 168 IBM: PRODUCTS OFFERED 214 TABLE 169 IBM: PRODUCT LAUNCHES 215 13.1.6 QUALCOMM INC. 217 TABLE 170 QUALCOMM: BUSINESS OVERVIEW 217 FIGURE 67 QUALCOMM INC.: COMPANY SNAPSHOT 218 TABLE 171 QUALCOMM: PRODUCTS OFFERED 218 TABLE 172 QUALCOMM: PRODUCT LAUNCHES 219 TABLE 173 QUALCOMM: DEALS 219 13.1.7 TESLA, INC. 220 TABLE 174 TESLA: BUSINESS OVERVIEW 220 FIGURE 68 TESLA INC.: COMPANY SNAPSHOT 221 TABLE 175 TESLA: PRODUCTS OFFERED 221 TABLE 176 TESLA: DEALS 222 13.1.8 BAYERISCHE MOTOREN WERKE AG 223 TABLE 177 BMW AG: BUSINESS OVERVIEW 223 FIGURE 69 BAYERISCHE MOTOREN WERKE AG: COMPANY SNAPSHOT 224 TABLE 178 BMW AG: PRODUCTS OFFERED 224 TABLE 179 BMW AG: PRODUCT LAUNCHES 225 TABLE 180 BMW AG: DEALS 225 13.1.9 XILINX, INC. 226 TABLE 181 XILINX, INC.: BUSINESS OVERVIEW 226 FIGURE 70 XILINX, INC.: COMPANY SNAPSHOT 227 TABLE 182 XILINX, INC.: PRODUCTS OFFERED 227 TABLE 183 XILINX, INC.: PRODUCT LAUNCHES 228 TABLE 184 XILINX, INC.: DEALS 228 13.1.10 MICRON TECHNOLOGY 230 TABLE 185 MICRON TECHNOLOGY: BUSINESS OVERVIEW 230 FIGURE 71 MICRON TECHNOLOGY: COMPANY SNAPSHOT 231 TABLE 186 MICRON TECHNOLOGY: PRODUCTS OFFERED 231 TABLE 187 MICRON TECHNOLOGY: PRODUCT LAUNCHES 232 TABLE 188 MICRON TECHNOLOGY: DEALS 232 13.2 OTHER KEY PLAYERS 234 13.2.1 HARMAN INTERNATIONAL INDUSTRIES, INC. 234 13.2.2 VOLVO CARS 235 13.2.3 AUDI AG 236 13.2.4 GENERAL MOTORS COMPANY 237 13.2.5 FORD MOTOR COMPANY 238 13.2.6 TOYOTA MOTOR CORPORATION 239 13.2.7 HONDA MOTOR CO. LTD. 240 13.2.8 HYUNDAI MOTOR CO., LTD 241 13.2.9 DAIMLER AG 242 13.2.10 UBER TECHNOLOGIES, INC 243 13.2.11 DIDI CHUXING 244 13.3 OTHER PLAYERS 245 13.3.1 MITSUBISHI ELECTRIC 245 13.3.2 AUTOMOTIVE ARTIFICIAL INTELLIGENCE (AAI) GMBH 246 13.3.3 NAUTO 247 13.3.4 ARGO AI 248 13.3.5 GERMAN AUTOLABS 249 13.3.6 TRACTABLE 250 13.3.7 IGLOBLE 251 13.3.8 SONICLUE 252 13.3.9 ATHER 253 13.3.10 RIVIGO 254 13.3.11 MOTIONAL 255 13.3.12 REFRACTION AI 256 13.3.13 SAPIENTX 257 13.3.14 CARVI 258 13.3.15 ZOOX 259 * Business Overview, Products Offered, Recent Developments, and MnM View might not be captured in case of unlisted companies. 14 APPENDIX 260 14.1 INSIGHTS FROM INDUSTRY EXPERTS 260 14.2 DISCUSSION GUIDE 261 14.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 263 14.4 CUSTOMIZATION OPTIONS 265 14.5 RELATED REPORTS 265 14.6 AUTHOR DETAILS 266
SummaryThe global automotive artificial intelligence market size is projected to grow from USD 2.3 Billion in 2022 to USD 7.0 Billion by 2027, it is expected to grow at a CAGR of 24.1% from 2022 to 2027. The key factors contributing to the growth of the automotive artificial intelligence market include the growing adoption of ADAS technology by OEMs and the increasing use of AI to make buying decisions. Safety is becoming a prime concern in terms of vehicle features. A majority of accidents occur because the driver is either distracted or has lost focus due to drowsiness. The World Health Organization (WHO) estimates that approximately 1.3 million road traffic deaths occur globally each year. Several driver assistance systems have been developed to assist the driver and significantly reduce the number of accidents. Such systems will warn inattentive drivers of approaching danger and help increase safety. Driver assistance systems have gained significant importance over the past few years. Hence, the demand for adaptive cruise control (ACC) and ADAS is increasing. The trend is estimated to continue for the next five years. The improving infrastructure, the increasing struggle of automobile manufacturers to offer improved features, and the changing lifestyles worldwide have boosted the overall sale of premium passenger cars. However, beyond a certain degree, these factors will not influence the demand for driver assistance systems with automotive AI in the overall market. Table of Contents1 INTRODUCTION 321.1 STUDY OBJECTIVES 32 1.2 MARKET DEFINITION 32 1.2.1 INCLUSIONS AND EXCLUSIONS 33 1.3 STUDY SCOPE 33 1.3.1 MARKETS COVERED 33 1.3.2 REGIONAL SCOPE 34 1.3.3 YEARS CONSIDERED 34 1.4 CURRENCY CONSIDERED 34 1.5 STAKEHOLDERS 35 1.6 SUMMARY OF CHANGES 35 2 RESEARCH METHODOLOGY 36 2.1 RESEARCH DATA 36 FIGURE 1 PROCESS FLOW: AUTOMOTIVE ARTIFICIAL MARKET SIZE ESTIMATION 36 FIGURE 2 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: RESEARCH DESIGN 37 2.1.1 SECONDARY AND PRIMARY RESEARCH 38 2.1.2 SECONDARY DATA 39 2.1.2.1 List of major secondary sources 39 2.1.2.2 Secondary sources 40 2.1.3 PRIMARY DATA 40 2.1.3.1 Primary interviews with experts 40 2.1.3.2 Key industry insights 41 2.1.3.3 Breakdown of primaries 41 2.1.3.4 Primary sources 42 2.2 MARKET SIZE ESTIMATION 42 2.2.1 BOTTOM-UP APPROACH 42 2.2.1.1 Estimating market size using bottom-up approach (demand side) 42 FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 43 2.2.2 TOP-DOWN APPROACH 43 2.2.2.1 Approach to capture market share using top-down analysis (supply side) 44 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 44 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 45 FIGURE 5 DATA TRIANGULATION 45 2.4 RESEARCH ASSUMPTIONS 46 TABLE 1 ASSUMPTIONS FOR RESEARCH STUDY 46 2.5 RISK ASSESSMENT 47 2.5.1 LIMITATIONS AND ASSOCIATED RISKS 47 TABLE 2 LIMITATIONS AND ASSOCIATED RISKS 47 2.6 RESEARCH LIMITATIONS 47 FIGURE 6 LIMITATIONS FOR RESEARCH STUDY 47 TABLE 3 MARKET FORECASTING METHODOLOGY ADOPTED FROM 2022 TO 2027 48 3 EXECUTIVE SUMMARY 49 FIGURE 7 SOFTWARE SEGMENT TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET DURING FORECAST PERIOD 49 FIGURE 8 AUTOMOTIVE AI MARKET, BY TECHNOLOGY, 2022–2027 50 FIGURE 9 AUTOMOTIVE AI MARKET, BY PROCESS, 2022 VS 2027 51 FIGURE 10 AUTOMOTIVE AI MARKET, BY APPLICATION, 2022–2027 52 FIGURE 11 AUTOMOTIVE AI MARKET, BY REGION, 2022 53 4 PREMIUM INSIGHTS 54 4.1 ATTRACTIVE OPPORTUNITIES FOR AUTOMOTIVE AI MARKET PLAYERS 54 FIGURE 12 RISING INDUSTRIAL AUTOMATION TO DRIVE MARKET GROWTH 54 4.2 AUTOMOTIVE AI MARKET, BY OFFERING 54 FIGURE 13 SOFTWARE SEGMENT TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET DURING FORECAST PERIOD 54 4.3 AUTOMOTIVE AI MARKET, BY TECHNOLOGY 55 FIGURE 14 DEEP LEARNING SEGMENT TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FROM 2022 TO 2027 55 4.4 NORTH AMERICAN AUTOMOTIVE AI MARKET, BY APPLICATION AND COUNTRY 55 FIGURE 15 HMI SEGMENT AND US HELD LARGEST SHARES OF NORTH AMERICAN AUTOMOTIVE AI MARKET IN 2027 55 4.5 AUTOMOTIVE AI MARKET, BY COUNTRY 56 FIGURE 16 CANADA TO REGISTER HIGHEST CAGR IN AUTOMOTIVE AI MARKET BETWEEN 2022 AND 2027 (IN TERMS OF VALUE) 56 5 MARKET OVERVIEW 57 5.1 INTRODUCTION 57 5.2 MARKET DYNAMICS 58 FIGURE 17 AUTOMOTIVE AI MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND RESTRAINTS 58 5.2.1 DRIVERS 58 5.2.1.1 Growing adoption of ADAS technology by OEMs 58 FIGURE 18 ROAD TRAFFIC DEATH RATE, PER 100,000 POPULATION, 2019 59 TABLE 4 REGULATIONS FOR DRIVER ASSISTANCE SYSTEMS 59 5.2.1.2 Rising demand for enhanced user experience and convenience features 60 5.2.1.3 Emerging trend of autonomous vehicles 60 FIGURE 19 LEVELS OF AUTONOMOUS DRIVING 61 TABLE 5 AUTONOMOUS DRIVING INITIATIVES BY AUTOMAKERS 61 5.2.1.4 Increasing use of AI to make buying decisions 61 FIGURE 20 DRIVERS FOR AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET AND THEIR IMPACT 62 5.2.2 RESTRAINTS 62 5.2.2.1 Increase in overall cost of vehicles 62 5.2.2.2 Threat to vehicle-related cybersecurity 63 5.2.2.3 Inability to identify human signals 63 FIGURE 21 RESTRAINTS FOR AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET AND THEIR IMPACT 63 5.2.3 OPPORTUNITIES 64 5.2.3.1 Increasing demand for premium vehicles 64 5.2.3.2 Growing need for sensor fusion 64 FIGURE 22 SENSOR FUSION 65 5.2.3.3 High potential of in-car payments 65 FIGURE 23 OPPORTUNITIES FOR AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET AND THEIR IMPACT 66 5.2.4 CHALLENGES 66 5.2.4.1 Difficulty in maintaining cost-quality balance 66 5.2.4.2 Effect of unfavorable weather on sensors 66 FIGURE 24 CHALLENGES FOR AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET AND THEIR IMPACT 67 5.3 PORTER’S FIVE FORCES ANALYSIS 67 5.3.1 BARGAINING POWER OF SUPPLIERS 67 5.3.2 BARGAINING POWER OF BUYERS 67 5.3.3 THREAT OF NEW ENTRANTS 67 5.3.4 THREAT OF SUBSTITUTES 68 5.3.5 INTENSITY OF COMPETITIVE RIVALRY 68 TABLE 6 IMPACT OF EACH FORCE ON AUTOMOTIVE AI MARKET 68 5.4 PRICING ANALYSIS 69 FIGURE 25 ASP OF PROCESSORS, 2018–2021 (USD) 69 TABLE 7 ASP RANGE OF PROCESSOR TYPES, 2018–2021 (USD) 69 5.5 TRADE ANALYSIS 69 5.5.1 EXPORT SCENARIO FOR AUTOMATIC DATA PROCESSING MACHINES 69 TABLE 8 AUTOMATIC DATA PROCESSING MACHINES EXPORT, BY KEY COUNTRY, 2017–2021 (USD THOUSAND) 70 5.5.2 IMPORT SCENARIO FOR AUTOMATIC DATA PROCESSING MACHINES 70 TABLE 9 IMPORT DATA: AUTOMATIC DATA PROCESSING MACHINES, BY KEY COUNTRY, 2017–2021 (USD THOUSAND) 71 5.6 ECOSYSTEM 71 FIGURE 26 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: ECOSYSTEM ANALYSIS 71 TABLE 10 AUTOMOTIVE AI MARKET ECOSYSTEM 72 5.7 CASE STUDY ANALYSIS 73 5.7.1 AFFECTIVA DEVELOPS SYSTEM TO DETECT DRIVER BEHAVIOR 73 5.7.2 VOLVO USES MACHINE LEARNING-DRIVEN DATA ANALYTICS TO PREDICT BREAKDOWNS AND FAILURES 73 5.7.3 ROLLS-ROYCE USES MICROSOFT CORTANA INTELLIGENCE FOR PREDICTIVE MAINTENANCE 74 5.7.4 AUDI USES AI SYSTEM TO ALERT DRIVER 74 5.8 PATENT ANALYSIS 74 FIGURE 27 NUMBER OF PATENTS GRANTED PER YEAR OVER LAST 10 YEARS 74 TABLE 11 TOP 10 PATENT OWNERS 75 FIGURE 28 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS 75 TABLE 12 IMPORTANT PATENT REGISTRATIONS, 2020–2022 76 FIGURE 29 REVENUE SHIFT IN AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET 82 5.9 REGULATORY LANDSCAPE 82 5.9.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 TABLE 13 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 TABLE 14 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83 TABLE 15 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83 TABLE 16 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 5.10 REGULATORY STANDARDS 84 5.10.1 GENERAL DATA PROTECTION REGULATION (GDPR) 84 5.10.2 STANDARDS IN ITS/C-ITS 85 TABLE 17 SECURITY AND PRIVACY STANDARDS DEVELOPED BY EUROPEAN TELECOMMUNICATION STANDARDS INSTITUTE (ETSI) 85 5.11 VALUE CHAIN ANALYSIS 85 FIGURE 30 AUTOMOTIVE ARTIFICIAL MARKET VALUE CHAIN 86 5.12 TECHNOLOGY ANALYSIS 87 FIGURE 31 EVOLUTION OF ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE INDUSTRY 88 FIGURE 32 ROLE OF ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE INDUSTRY 89 5.12.1 HUMAN–MACHINE INTERFACE 89 5.12.2 PREDICTIVE MAINTENANCE 90 5.12.3 AUTONOMOUS VEHICLE 90 5.12.4 ADVANCED DRIVER ASSISTANCE SYSTEM 90 FIGURE 33 APPLICATIONS OF ADVANCED DRIVER ASSISTANCE SYSTEMS (ADAS) 91 5.12.5 PRECISION AND MAPPING 91 5.12.6 CUSTOMER DATA ANALYSIS 92 5.12.7 OTHERS 92 5.13 KEY CONFERENCES AND EVENTS, 2022-2023 92 TABLE 18 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: CONFERENCES & EVENTS (2022–2023) 92 5.14 KEY STAKEHOLDERS AND BUYING PROCESS AND/OR BUYING CRITERIA 94 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 94 FIGURE 34 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS 94 TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 APPLICATIONS (%) 94 5.14.2 BUYING CRITERIA 94 FIGURE 35 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS 94 TABLE 20 KEY BUYING CRITERIA FOR TOP 3 APPLICATIONS 95 6 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING 96 6.1 INTRODUCTION 97 FIGURE 36 SOFTWARE SEGMENT EXPECTED TO HOLD LARGER SHARE OF AUTOMOTIVE AI MARKET IN 2022 97 TABLE 21 AUTOMOTIVE AI MARKET, BY OFFERING, 2018–2021 (USD MILLION) 97 TABLE 22 AUTOMOTIVE AI MARKET, BY OFFERING, 2022–2027 (USD MILLION) 98 6.2 HARDWARE 98 6.2.1 VON NEUMANN ARCHITECTURE 99 6.2.1.1 Increasing competition among companies to provide hardware platforms 99 6.2.2 NEUROMORPHIC ARCHITECTURE 99 6.2.2.1 Designed to process information and respond to change in data 99 TABLE 23 AUTOMOTIVE AI HARDWARE MARKET, BY COMPUTING TYPE, 2018–2021 (USD MILLION) 99 TABLE 24 AUTOMOTIVE AI HARDWARE MARKET, BY COMPUTING TYPE, 2022–2027 (USD MILLION) 100 TABLE 25 AUTOMOTIVE AI HARDWARE MARKET, BY TECHNOLOGY, 2018–2021 (USD MILLION) 100 TABLE 26 AUTOMOTIVE AI HARDWARE MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION) 100 FIGURE 37 NORTH AMERICA TO HOLD LARGEST MARKET SHARE OF AUTOMOTIVE AI HARDWARE MARKET DURING FORECAST PERIOD 101 TABLE 27 AUTOMOTIVE AI HARDWARE MARKET, BY REGION, 2018–2021 (USD MILLION) 101 TABLE 28 AUTOMOTIVE AI HARDWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 101 6.3 SOFTWARE 102 6.3.1 SOLUTIONS 102 6.3.1.1 Technological development expected to boost market growth 102 6.3.2 PLATFORMS 103 6.3.2.1 Use of AI platforms to develop tool kits for various purposes 103 TABLE 29 AUTOMOTIVE AI SOFTWARE MARKET, BY SOFTWARE TYPE, 2018–2021 (USD MILLION) 103 TABLE 30 AUTOMOTIVE AI SOFTWARE MARKET, BY SOFTWARE TYPE, 2022–2027 (USD MILLION) 103 FIGURE 38 DEEP LEARNING TECHNOLOGY TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 104 TABLE 31 AUTOMOTIVE AI SOFTWARE MARKET, BY TECHNOLOGY, 2018–2021 (USD MILLION) 104 TABLE 32 AUTOMOTIVE AI SOFTWARE MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION) 105 TABLE 33 AUTOMOTIVE AI SOFTWARE MARKET, BY REGION, 2018–2021 (USD MILLION) 105 TABLE 34 AUTOMOTIVE AI SOFTWARE MARKET, BY REGION, 2022–2027 (USD MILLION) 105 7 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY 106 7.1 INTRODUCTION 107 FIGURE 39 DEEP LEARNING EXPECTED TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET IN 2022 107 TABLE 35 AUTOMOTIVE AI MARKET, BY TECHNOLOGY, 2018–2021 (USD MILLION) 107 TABLE 36 AUTOMOTIVE AI MARKET, BY TECHNOLOGY, 2022–2027 (USD MILLION) 108 7.2 DEEP LEARNING 108 7.2.1 INCREASING USE IN PREDICTIVE ANALYTICS TO BOOST AUTOMOTIVE AI MARKET 108 TABLE 37 AUTOMOTIVE AI MARKET FOR DEEP LEARNING TECHNOLOGY, BY OFFERING, 2018–2021 (USD MILLION) 109 TABLE 38 AUTOMOTIVE AI MARKET FOR DEEP LEARNING TECHNOLOGY, BY OFFERING, 2022–2027 (USD MILLION) 109 TABLE 39 AUTOMOTIVE AI MARKET FOR DEEP LEARNING, BY APPLICATION, 2018–2021 (USD MILLION) 109 TABLE 40 AUTOMOTIVE AI MARKET FOR DEEP LEARNING, BY APPLICATION, 2022–2027 (USD MILLION) 110 FIGURE 40 NORTH AMERICA TO HAVE LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR DEEP LEARNING DURING FORECAST PERIOD 110 TABLE 41 AUTOMOTIVE AI MARKET FOR DEEP LEARNING, BY REGION, 2018–2021 (USD MILLION) 110 TABLE 42 AUTOMOTIVE AI MARKET FOR DEEP LEARNING, BY REGION, 2022–2027 (USD MILLION) 111 7.3 MACHINE LEARNING 111 7.3.1 MULTIPLE ADVANTAGES OF MACHINE LEARNING TO DRIVE GROWTH OF AUTOMOTIVE INDUSTRY 111 TABLE 43 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING TECHNOLOGY, BY OFFERING, 2018–2021 (USD MILLION) 112 TABLE 44 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING TECHNOLOGY, BY OFFERING, 2022–2027 (USD MILLION) 112 FIGURE 41 HMI TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR MACHINE LEARNING DURING FORECAST PERIOD 112 TABLE 45 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING, BY APPLICATION, 2018–2021 (USD MILLION) 113 TABLE 46 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING, BY APPLICATION, 2022–2027 (USD MILLION) 113 TABLE 47 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING, BY REGION, 2018–2021 (USD MILLION) 113 TABLE 48 AUTOMOTIVE AI MARKET FOR MACHINE LEARNING, BY REGION, 2022–2027 (USD MILLION) 114 7.4 COMPUTER VISION 114 7.4.1 ABILITY TO ANALYZE INFORMATION AND PROVIDE VISUAL FEEDBACK TO DRIVE MARKET GROWTH 114 TABLE 49 AUTOMOTIVE AI MARKET FOR COMPUTER VISION TECHNOLOGY, BY OFFERING, 2018–2021 (USD MILLION) 115 TABLE 50 AUTOMOTIVE AI MARKET FOR COMPUTER VISION TECHNOLOGY, BY OFFERING, 2022–2027 (USD MILLION) 115 TABLE 51 AUTOMOTIVE AI MARKET FOR COMPUTER VISION, BY APPLICATION, 2018–2021 (USD MILLION) 115 TABLE 52 AUTOMOTIVE AI MARKET FOR COMPUTER VISION, BY APPLICATION, 2022–2027 (USD MILLION) 116 TABLE 53 AUTOMOTIVE AI MARKET FOR COMPUTER VISION, BY REGION, 2018–2021 (USD MILLION) 116 TABLE 54 AUTOMOTIVE AI MARKET FOR COMPUTER VISION, BY REGION, 2022–2027 (USD MILLION) 116 7.5 CONTEXT-AWARE COMPUTING 117 7.5.1 DEVELOPMENT OF SOPHISTICATED HARD AND SOFT SENSORS TO BOOST GROWTH OF SEGMENT 117 TABLE 55 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY OFFERING, 2018–2021 (USD MILLION) 117 TABLE 56 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY OFFERING, 2022–2027 (USD MILLION) 117 TABLE 57 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY APPLICATION, 2018–2021 (USD MILLION) 118 TABLE 58 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY APPLICATION, 2022–2027 (USD MILLION) 118 FIGURE 42 NORTH AMERICA TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING DURING FORECAST PERIOD 118 TABLE 59 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY REGION, 2018–2021 (USD MILLION) 119 TABLE 60 AUTOMOTIVE AI MARKET FOR CONTEXT-AWARE COMPUTING, BY REGION, 2022–2027 (USD MILLION) 119 7.6 NATURAL LANGUAGE PROCESSING 119 7.6.1 HELPS IMPROVE AUTONOMOUS VEHICLE DRIVING EXPERIENCE 119 FIGURE 43 SOFTWARE TO ACCOUNT FOR LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING DURING FORECAST PERIOD 120 TABLE 61 AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING, BY OFFERING, 2018–2021 (USD MILLION) 120 TABLE 62 AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING, BY OFFERING, 2022–2027 (USD MILLION) 121 TABLE 63 AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING, BY REGION, 2018–2021 (USD MILLION) 121 TABLE 64 AUTOMOTIVE AI MARKET FOR NATURAL LANGUAGE PROCESSING, BY REGION, 2022–2027 (USD MILLION) 121 8 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY PROCESS 122 8.1 INTRODUCTION 123 FIGURE 44 SIGNAL RECOGNITION SEGMENT EXPECTED TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET, BY PROCESS, IN 2022 123 TABLE 65 AUTOMOTIVE AI MARKET, BY PROCESS, 2018–2021 (USD MILLION) 123 TABLE 66 AUTOMOTIVE AI MARKET, BY PROCESS, 2022–2027 (USD MILLION) 124 8.2 SIGNAL RECOGNITION 124 8.2.1 ENHANCED CUSTOMER EXPERIENCE AND INCREASED SAFETY 124 TABLE 67 AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION, BY APPLICATION, 2018–2021 (USD MILLION) 125 TABLE 68 AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION, BY APPLICATION, 2022–2027 (USD MILLION) 125 FIGURE 45 NORTH AMERICA TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION DURING FORECAST PERIOD 126 TABLE 69 AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION, BY REGION, 2018–2021 (USD MILLION) 126 TABLE 70 AUTOMOTIVE AI MARKET FOR SIGNAL RECOGNITION, BY REGION, 2022–2027 (USD MILLION) 127 8.3 IMAGE RECOGNITION 127 8.3.1 INCREASED DEMAND DUE TO ADVANCEMENTS IN AUTOMOTIVE INDUSTRY 127 FIGURE 46 HMI TECHNOLOGY TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION DURING FORECAST PERIOD 128 TABLE 71 AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION, BY APPLICATION, 2018–2021 (USD MILLION) 128 TABLE 72 AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION, BY APPLICATION, 2022–2027 (USD MILLION) 128 TABLE 73 AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION, BY REGION, 2018–2021 (USD MILLION) 129 TABLE 74 AUTOMOTIVE AI MARKET FOR IMAGE RECOGNITION, BY REGION, 2022–2027 (USD MILLION) 129 8.4 DATA MINING 130 8.4.1 FACILITATES QUICK AND INFORMED DECISIONS 130 TABLE 75 AUTOMOTIVE AI MARKET FOR DATA MINING, BY APPLICATION, 2018–2021 (USD MILLION) 130 TABLE 76 AUTOMOTIVE AI MARKET FOR DATA MINING, BY APPLICATION, 2022–2027 (USD MILLION) 131 TABLE 77 AUTOMOTIVE AI MARKET, FOR DATA MINING, BY REGION, 2018–2021 (USD MILLION) 131 TABLE 78 AUTOMOTIVE AI MARKET, FOR DATA MINING, BY REGION, 2022–2027 (USD MILLION) 132 9 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY APPLICATION 133 9.1 INTRODUCTION 134 FIGURE 47 HMI APPLICATION TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET BY 2027 134 TABLE 79 AUTOMOTIVE AI MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 134 TABLE 80 AUTOMOTIVE AI MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 135 9.2 HUMAN–MACHINE INTERFACE (HMI) 135 9.2.1 IMPROVES CUSTOMER EXPERIENCE THROUGH INTERACTION WITH MUTLI-DASHBOARDS 135 FIGURE 48 NORTH AMERICA EXPECTED TO DOMINATE HMI SEGMENT OF AUTOMOTIVE AI MARKET DURING FORECAST PERIOD 136 TABLE 81 AUTOMOTIVE AI MARKET FOR HMI, BY REGION, 2018–2021 (USD MILLION) 136 TABLE 82 AUTOMOTIVE AI MARKET FOR HMI, BY REGION, 2022–2027 (USD MILLION) 136 TABLE 83 AUTOMOTIVE AI MARKET FOR HMI, BY PROCESS, 2018–2021 (USD MILLION) 137 TABLE 84 AUTOMOTIVE AI MARKET FOR HMI, BY PROCESS, 2022–2027 (USD MILLION) 137 TABLE 85 AUTOMOTIVE AI MARKET FOR HMI, BY TECHNOLOGY, 2018–2021 (USD MILLION) 137 TABLE 86 AUTOMOTIVE AI MARKET FOR HMI, BY TECHNOLOGY, 2022–2027 (USD MILLION) 138 9.3 SEMI-AUTONOMOUS DRIVING 138 9.3.1 USE OF AI TO CONTROL SPECIFIC ENVIRONMENTAL CONDITIONS 138 TABLE 87 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY REGION, 2018–2021 (USD MILLION) 138 TABLE 88 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY REGION, 2022–2027 (USD MILLION) 139 FIGURE 49 SIGNAL RECOGNITION EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING APPLICATION DURING FORECAST PERIOD 139 TABLE 89 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY PROCESS, 2018–2021 (USD MILLION) 139 TABLE 90 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY PROCESS, 2022–2027 (USD MILLION) 140 TABLE 91 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY TECHNOLOGY, 2018–2021 (USD MILLION) 140 TABLE 92 AUTOMOTIVE AI MARKET FOR SEMI-AUTONOMOUS DRIVING, BY TECHNOLOGY, 2022–2027 (USD MILLION) 140 9.4 AUTONOMOUS DRIVING 141 9.4.1 USE OF DEEP LEARNING AND SENSOR FUSION TECHNOLOGY FOR SELF-DRIVING CARS 141 TABLE 93 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY REGION, 2018–2021 (USD MILLION) 141 TABLE 94 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY REGION, 2022–2027 (USD MILLION) 142 TABLE 95 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY PROCESS, 2018–2021 (USD MILLION) 142 TABLE 96 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY PROCESS, 2022–2027 (USD MILLION) 142 FIGURE 50 DEEP LEARNING EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING APPLICATION DURING FORECAST PERIOD 143 TABLE 97 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY TECHNOLOGY, 2018–2021 (USD MILLION) 143 TABLE 98 AUTOMOTIVE AI MARKET FOR AUTONOMOUS DRIVING, BY TECHNOLOGY, 2022–2027 (USD MILLION) 144 9.5 IDENTITY AUTHENTICATION 144 9.5.1 LIMITING ACCESS TO AUTHORIZED USERS FOR IMPROVED SAFETY 144 9.6 DRIVER MONITORING 145 9.6.1 DRIVER MONITORING SYSTEMS REDUCE RISK OF COLLISIONS 145 9.7 AUTONOMOUS DRIVING PROCESSOR CHIPS 145 9.7.1 GROWING DEMAND FOR HIGH-PERFORMANCE DATA PROCESSING CHIPS 145 10 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET, BY COMPONENT 146 10.1 INTRODUCTION 147 FIGURE 51 GPU COMPONENT TO HOLD LARGEST SHARE OF AUTOMOTIVE AI MARKET BY 2027 147 TABLE 99 AUTOMOTIVE AI MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 147 TABLE 100 AUTOMOTIVE AI MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 148 10.2 MICROPROCESSORS 148 10.2.1 DESIGNED TO BE CRUCIAL COMPONENTS OF VEHICLES 148 10.3 GRAPHICS PROCESSING UNIT (GPU) 148 10.3.1 USED TO SUPPORT DIGITAL DASHBOARDS IN VEHICLES 148 10.4 FIELD PROGRAMMABLE GATE ARRAY (FPGA) 149 10.4.1 ENABLE INCREASED CUSTOMIZATION AND SCALABILITY 149 10.5 MEMORY AND STORAGE SYSTEMS 149 10.5.1 RISING HIGH-BANDWIDTH MEMORY REQUIREMENTS TO DRIVE MARKET GROWTH 149 10.6 IMAGE SENSORS 150 10.6.1 USED TO ENHANCE PERFORMANCE OF AUTONOMOUS VEHICLES 150 10.7 BIOMETRIC SCANNERS 151 10.7.1 VARIED APPLICATIONS LEAD TO HIGH ADOPTION 151 10.8 OTHERS 151 10.8.1 CLOUD AI FACILITATES TIMELY AVAILABILITY OF DATA 151 11 GEOGRAPHIC ANALYSIS 152 11.1 INTRODUCTION 153 FIGURE 52 NORTH AMERICA EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET DURING FORECAST PERIOD 153 TABLE 101 AUTOMOTIVE AI MARKET, BY REGION, 2018–2021 (USD MILLION) 153 TABLE 102 AUTOMOTIVE AI MARKET, BY REGION, 2022–2027 (USD MILLION) 154 11.2 NORTH AMERICA 154 FIGURE 53 NORTH AMERICA: MARKET SNAPSHOT 155 TABLE 103 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY APPLICATION, 2018–2021 (USD MILLION) 155 TABLE 104 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY APPLICATION, 2022–2027 (USD MILLION) 156 TABLE 105 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY OFFERING, 2018–2021 (USD MILLION) 156 TABLE 106 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY OFFERING, 2022–2027 (USD MILLION) 156 TABLE 107 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY PROCESS, 2018–2021 (USD MILLION) 156 TABLE 108 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY PROCESS, 2022–2027 (USD MILLION) 157 TABLE 109 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY TECHNOLOGY, 2018–2021 (USD MILLION) 157 TABLE 110 AUTOMOTIVE AI MARKET, FOR NORTH AMERICA, BY TECHNOLOGY, 2022–2027 (USD MILLION) 157 TABLE 111 AUTOMOTIVE AI MARKET, NORTH AMERICA, BY COUNTRY, 2018–2021 (USD MILLION) 158 TABLE 112 AUTOMOTIVE AI MARKET, NORTH AMERICA, BY COUNTRY, 2022–2027 (USD MILLION) 158 11.2.1 US 158 11.2.1.1 Development of autonomous vehicles expected to propel demand for automotive AI 158 11.2.2 CANADA 159 11.2.2.1 Increasing adoption of AI-based systems in automotive industry 159 11.2.3 MEXICO 159 11.2.3.1 Low labor costs to boost automotive AI market 159 11.3 EUROPE 159 FIGURE 54 EUROPE: MARKET SNAPSHOT 161 TABLE 113 AUTOMOTIVE AI MARKET, FOR EUROPE, BY APPLICATION, 2018–2021 (USD MILLION) 161 TABLE 114 AUTOMOTIVE AI MARKET, FOR EUROPE, BY APPLICATION, 2022–2027 (USD MILLION) 162 TABLE 115 AUTOMOTIVE AI MARKET, FOR EUROPE, BY OFFERING, 2018–2021 (USD MILLION) 162 TABLE 116 AUTOMOTIVE AI MARKET, FOR EUROPE, BY OFFERING, 2022–2027 (USD MILLION) 162 TABLE 117 AUTOMOTIVE AI MARKET, FOR EUROPE, BY PROCESS, 2018–2021 (USD MILLION) 162 TABLE 118 AUTOMOTIVE AI MARKET, FOR EUROPE, BY PROCESS, 2022–2027 (USD MILLION) 163 TABLE 119 AUTOMOTIVE AI MARKET, FOR EUROPE, BY TECHNOLOGY, 2018–2021 (USD MILLION) 163 TABLE 120 AUTOMOTIVE AI MARKET, FOR EUROPE, BY TECHNOLOGY, 2022–2027 (USD MILLION) 163 FIGURE 55 GERMANY EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET IN EUROPE DURING FORECAST PERIOD 164 TABLE 121 AUTOMOTIVE AI MARKET, EUROPE, BY REGION, 2018–2021 (USD MILLION) 164 TABLE 122 AUTOMOTIVE AI MARKET, EUROPE, BY REGION, 2022–2027 (USD MILLION) 164 11.3.1 GERMANY 165 11.3.1.1 High adoption of computer vision systems to propel market growth 165 11.3.2 FRANCE 165 11.3.2.1 increasing demand for advanced vehicle safety features to boost market 165 11.3.3 UK 166 11.3.3.1 Increasing demand for AI-based solutions to drive market 166 11.3.4 REST OF EUROPE 166 11.3.4.1 Increasing AI development to boost opportunities for market growth 166 11.4 ASIA PACIFIC 167 FIGURE 56 ASIA PACIFIC: MARKET SNAPSHOT 168 TABLE 123 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY APPLICATION, 2018–2021 (USD MILLION) 168 TABLE 124 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY APPLICATION, 2022–2027 (USD MILLION) 169 TABLE 125 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY OFFERING, 2018–2021 (USD MILLION) 169 TABLE 126 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY OFFERING, 2022–2027 (USD MILLION) 169 TABLE 127 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY PROCESS, 2018–2021 (USD MILLION) 169 TABLE 128 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY PROCESS, 2022–2027 (USD MILLION) 170 TABLE 129 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY TECHNOLOGY, 2018–2021 (USD MILLION) 170 TABLE 130 AUTOMOTIVE AI MARKET, FOR ASIA PACIFIC, BY TECHNOLOGY, 2022–2027 (USD MILLION) 170 FIGURE 57 CHINA EXPECTED TO DOMINATE AUTOMOTIVE AI MARKET IN ASIA PACIFIC DURING FORECAST PERIOD 171 TABLE 131 AUTOMOTIVE AI MARKET, ASIA PACIFIC, BY REGION, 2018–2021 (USD MILLION)) 171 TABLE 132 AUTOMOTIVE AI MARKET, ASIA PACIFIC, BY REGION, 2022–2027 (USD MILLION)) 171 11.4.1 CHINA 172 11.4.1.1 Growth of automotive sector to drive market growth 172 11.4.2 JAPAN 172 11.4.2.1 Presence of numerous AI solution providers to bolster market growth 172 11.4.3 SOUTH KOREA 172 11.4.3.1 Government regulations to boost market 172 11.4.4 REST OF APAC 173 11.4.4.1 Rising use of driver assistance systems to support market 173 11.5 REST OF THE WORLD 173 TABLE 133 AUTOMOTIVE AI MARKET, FOR ROW, BY APPLICATION, 2018–2021 (USD MILLION) 173 TABLE 134 AUTOMOTIVE AI MARKET, FOR ROW, BY APPLICATION, 2022–2027 (USD MILLION) 173 TABLE 135 AUTOMOTIVE AI MARKET, FOR ROW, BY OFFERING, 2018–2021 (USD MILLION) 174 TABLE 136 AUTOMOTIVE AI MARKET, FOR ROW, BY OFFERING, 2022–2027 (USD MILLION) 174 TABLE 137 AUTOMOTIVE AI MARKET, FOR ROW, BY PROCESS, 2018–2021 (USD MILLION) 174 TABLE 138 AUTOMOTIVE AI MARKET, FOR ROW, BY PROCESS, 2022–2027 (USD MILLION) 174 TABLE 139 AUTOMOTIVE AI MARKET, FOR ROW, BY TECHNOLOGY, 2018–2021 (USD MILLION) 175 TABLE 140 AUTOMOTIVE AI MARKET, FOR ROW, BY TECHNOLOGY, 2022–2027 (USD MILLION) 175 TABLE 141 AUTOMOTIVE AI MARKET, ROW, BY REGION, 2018–2021 (USD MILLION) 175 TABLE 142 AUTOMOTIVE AI MARKET, ROW, BY REGION, 2022–2027 (USD MILLION) 175 11.5.1 SOUTH AMERICA 176 11.5.1.1 Development of AI technologies expected to boost market growth 176 11.5.2 MIDDLE EAST & AFRICA 176 11.5.2.1 Increasing investments to bolster market 176 12 COMPETITIVE LANDSCAPE 177 12.1 INTRODUCTION 177 12.2 REVENUE ANALYSIS: TOP COMPANIES 177 FIGURE 58 TOP 5 PLAYERS DOMINATED AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET OVER LAST 5 YEARS 177 12.3 STRATEGIES ADOPTED BY KEY PLAYERS 178 TABLE 143 OVERVIEW OF STRATEGIES ADOPTED BY PLAYERS IN AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET 178 12.4 MARKET SHARE ANALYSIS, 2021 179 TABLE 144 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: DEGREE OF COMPETITION 179 FIGURE 59 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET SHARE, BY COMPANY (2021) 179 12.5 COMPANY EVALUATION QUADRANT 181 12.5.1 STARS 181 12.5.2 PERVASIVE PLAYERS 181 12.5.3 EMERGING LEADERS 181 12.5.4 PARTICIPANTS 181 FIGURE 60 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET (GLOBAL) COMPANY EVALUATION QUADRANT, 2021 182 12.6 COMPANY FOOTPRINT 183 12.6.1 APPLICATION AND REGIONAL FOOTPRINT OF TOP PLAYERS 183 TABLE 145 APPLICATION AND REGIONAL FOOTPRINT OF TOP COMPANIES 183 TABLE 146 APPLICATION FOOTPRINT OF COMPANIES 184 TABLE 147 REGIONAL FOOTPRINT OF COMPANIES 185 12.7 START-UP/SME EVALUATION QUADRANT, 2021 186 12.7.1 PROGRESSIVE COMPANIES 186 12.7.2 RESPONSIVE COMPANIES 186 12.7.3 DYNAMIC COMPANIES 186 12.7.4 STARTING BLOCKS 186 FIGURE 61 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET (GLOBAL) START-UP/SME EVALUATION QUADRANT, 2021 187 12.8 COMPETITIVE SCENARIOS & TRENDS 188 TABLE 148 AUTOMOTIVE ARTIFICIAL INTELLIGENT MARKET: PRODUCT LAUNCHES 188 TABLE 149 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: DEALS 190 12.9 COMPETITIVE BENCHMARKING 192 TABLE 150 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: KEY START-UPS/SMES 192 TABLE 151 AUTOMOTIVE ARTIFICIAL INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES 193 13 COMPANY PROFILES 195 13.1 KEY PLAYERS 195 (Business Overview, Products Offered, Recent Developments, and MnM View)* 13.1.1 NVIDIA CORPORATION 195 TABLE 152 NVIDIA: BUSINESS OVERVIEW 195 FIGURE 62 NVIDIA CORPORATION: COMPANY SNAPSHOT 196 TABLE 153 NVIDIA: PRODUCTS OFFERED 196 TABLE 154 NVIDIA: DEALS 198 13.1.2 ALPHABET INC. 200 TABLE 155 ALPHABET: BUSINESS OVERVIEW 200 FIGURE 63 ALPHABET INC.: COMPANY SNAPSHOT 201 TABLE 156 ALPHABET: PRODUCTS OFFERED 201 TABLE 157 ALPHABET: PRODUCT LAUNCHES 202 TABLE 158 ALPHABET: DEALS 203 13.1.3 INTEL CORPORATION 205 TABLE 159 INTEL: BUSINESS OVERVIEW 205 FIGURE 64 INTEL CORPORATION: COMPANY SNAPSHOT 206 TABLE 160 INTEL: PRODUCTS OFFERED 206 TABLE 161 INTEL: PRODUCT LAUNCHES 207 TABLE 162 INTEL: DEALS 207 13.1.4 MICROSOFT CORPORATION 209 TABLE 163 MICROSOFT CORPORATION: BUSINESS OVERVIEW 209 FIGURE 65 MICROSOFT CORPORATION: COMPANY SNAPSHOT 210 TABLE 164 MICROSOFT CORPORATION: PRODUCTS OFFERED 210 TABLE 165 MICROSOFT CORPORATION: PRODUCT LAUNCHES 211 TABLE 166 MICROSOFT CORPORATION: DEALS 211 13.1.5 INTERNATIONAL BUSINESS MACHINES CORPORATION 213 TABLE 167 IBM: BUSINESS OVERVIEW 213 FIGURE 66 IBM CORPORATION: COMPANY SNAPSHOT 214 TABLE 168 IBM: PRODUCTS OFFERED 214 TABLE 169 IBM: PRODUCT LAUNCHES 215 13.1.6 QUALCOMM INC. 217 TABLE 170 QUALCOMM: BUSINESS OVERVIEW 217 FIGURE 67 QUALCOMM INC.: COMPANY SNAPSHOT 218 TABLE 171 QUALCOMM: PRODUCTS OFFERED 218 TABLE 172 QUALCOMM: PRODUCT LAUNCHES 219 TABLE 173 QUALCOMM: DEALS 219 13.1.7 TESLA, INC. 220 TABLE 174 TESLA: BUSINESS OVERVIEW 220 FIGURE 68 TESLA INC.: COMPANY SNAPSHOT 221 TABLE 175 TESLA: PRODUCTS OFFERED 221 TABLE 176 TESLA: DEALS 222 13.1.8 BAYERISCHE MOTOREN WERKE AG 223 TABLE 177 BMW AG: BUSINESS OVERVIEW 223 FIGURE 69 BAYERISCHE MOTOREN WERKE AG: COMPANY SNAPSHOT 224 TABLE 178 BMW AG: PRODUCTS OFFERED 224 TABLE 179 BMW AG: PRODUCT LAUNCHES 225 TABLE 180 BMW AG: DEALS 225 13.1.9 XILINX, INC. 226 TABLE 181 XILINX, INC.: BUSINESS OVERVIEW 226 FIGURE 70 XILINX, INC.: COMPANY SNAPSHOT 227 TABLE 182 XILINX, INC.: PRODUCTS OFFERED 227 TABLE 183 XILINX, INC.: PRODUCT LAUNCHES 228 TABLE 184 XILINX, INC.: DEALS 228 13.1.10 MICRON TECHNOLOGY 230 TABLE 185 MICRON TECHNOLOGY: BUSINESS OVERVIEW 230 FIGURE 71 MICRON TECHNOLOGY: COMPANY SNAPSHOT 231 TABLE 186 MICRON TECHNOLOGY: PRODUCTS OFFERED 231 TABLE 187 MICRON TECHNOLOGY: PRODUCT LAUNCHES 232 TABLE 188 MICRON TECHNOLOGY: DEALS 232 13.2 OTHER KEY PLAYERS 234 13.2.1 HARMAN INTERNATIONAL INDUSTRIES, INC. 234 13.2.2 VOLVO CARS 235 13.2.3 AUDI AG 236 13.2.4 GENERAL MOTORS COMPANY 237 13.2.5 FORD MOTOR COMPANY 238 13.2.6 TOYOTA MOTOR CORPORATION 239 13.2.7 HONDA MOTOR CO. LTD. 240 13.2.8 HYUNDAI MOTOR CO., LTD 241 13.2.9 DAIMLER AG 242 13.2.10 UBER TECHNOLOGIES, INC 243 13.2.11 DIDI CHUXING 244 13.3 OTHER PLAYERS 245 13.3.1 MITSUBISHI ELECTRIC 245 13.3.2 AUTOMOTIVE ARTIFICIAL INTELLIGENCE (AAI) GMBH 246 13.3.3 NAUTO 247 13.3.4 ARGO AI 248 13.3.5 GERMAN AUTOLABS 249 13.3.6 TRACTABLE 250 13.3.7 IGLOBLE 251 13.3.8 SONICLUE 252 13.3.9 ATHER 253 13.3.10 RIVIGO 254 13.3.11 MOTIONAL 255 13.3.12 REFRACTION AI 256 13.3.13 SAPIENTX 257 13.3.14 CARVI 258 13.3.15 ZOOX 259 * Business Overview, Products Offered, Recent Developments, and MnM View might not be captured in case of unlisted companies. 14 APPENDIX 260 14.1 INSIGHTS FROM INDUSTRY EXPERTS 260 14.2 DISCUSSION GUIDE 261 14.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 263 14.4 CUSTOMIZATION OPTIONS 265 14.5 RELATED REPORTS 265 14.6 AUTHOR DETAILS 266
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