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Automotive Artificial Intelligence Market

Automotive Artificial Intelligence Market Forecasts to 2028 – Global Analysis By Technology (Computer Vision, Context-Aware Computing, Machine Learning & Deep Learning, Natural Language Processing (NLP)), Component, and By Geography

4.4 (70 reviews)
Published: June 2022 ID: SMRC21502
4.4 (70 reviews)
Published: June 2022 ID: SMRC21502

This report covers the impact of COVID-19 on this global market
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According to Stratistics MRC, the Global Automotive Artificial Intelligence Market is accounted for $2.23 billion in 2021 and is expected to reach $22.05 billion by 2028 growing at a CAGR of 38.7% during the forecast period. Artificial intelligence is becoming a dynamic business norm. It is associated with human intelligence through similar characteristics such as language understanding, reasoning, learning, problem solving, and others. The rising adoption of automotive artificial intelligence is routing in a new era allowing the companies to track their operations, enhance in-car user experience, augment business strategies, provide a better outcome in the digital world, and develop autonomous and semi-autonomous vehicles.

Market Dynamics:

Driver:

Growing technological advancements


Considering the largest auto companies investing extensively in artificial intelligence for autos, industry-wide standards like navigation systems, sophisticated automated driving, and blind-spot alerts are expected to further fuel market expansion. Automotive vehicle provides many features such as adaptive cruise control, automatic emergency braking, automatic parking, lane departure warning systems, and adaptive headlights. With technological enhancements, the number of such features is continuously expanding. Automotive manufacturers are aggressively working towards incorporating advanced technologies in their vehicles for enhancing the user experience.

Restraint:

Lack of AI expertise


A lack of AI expertise is another big drawback in the auto and other industries, a skills gap that is not likely to be remedied anytime soon. The problem-solving inference phase also has drawbacks. Large models, especially for AVs, require tremendous computing resources to crunch sensor data and support complex software. Those resources also require power, which is always limited in auto applications. Emerging technologies will improve capabilities and reduce inferencing costs, including emerging AI chip technology, declining LIDAR prices and increased sensor performance.

Opportunity:

Rising demand for autonomous vehicles


As the adoption of artificial intelligence in autonomous vehicles progresses from needing driver assistance to having full autonomy, enhanced user experience and convenience features, driverless cars are becoming a reality. Autonomous vehicles are called driverless vehicles or self-driven that use artificial intelligence (AI) software, light detection & ranging (LiDAR), RADAR, computer vision, GPS sensing technology and sensors to operate without any human interference. The increasing government focus on streamlined traffic infrastructure and regulations, growing demand for a reliable transportation system, and availability of advanced technologies relevant for the automotive industry are driving the demand for autonomous and semi-autonomous vehicles.

Threat:

Rising privacy and security concerns


The autonomous vehicles have made life of consumers convenient and safe. On the other hand, there are certain threats that are faced by the manufacturers related to privacy and security concerns such as cyber-attacks, safety of personal data, and driver distractions. For instance, around 1.4 million Fiat Chryslers were recalled in the US due to a glitch in their dashboard computers that permitted hackers to disable the vehicle. In the similar manner, white hat hackers were successful in implanting malware into the system of a Tesla car. These instances of intruding customer’s privacy are some of the major threats for the global market.

The software segment is expected to be the largest during the forecast period

The software segment is estimated to have a lucrative growth due to the advanced technologies emerging in the market and necessity to upgrade systems in order to streamline processes and operations within the automotive industry. Moreover, the gradually decreasing deployment cost of cloud-based software solutions along with a rising need to connect multiple data points for seamless integration of processes will result in software segment emerging as the major shareholder in terms of components. 

The computer vision segment is expected to have the highest CAGR during the forecast period

The computer vision segment is anticipated to witness the fastest CAGR growth during the forecast period. Most of the companies across the globe have started to adopt image recognition as one of the artificial intelligence-based solutions in autonomous or semi-autonomous applications which is anticipated to reshape their business. This is mainly attributed to the soaring labor cost, widening the implementation scope of computer vision in autonomous vehicles for signal recognition, driver monitoring and increase in automation for carrying out core operations.

Region with highest share:

North America is projected to hold the largest market share during the forecast period due to the existence of significant manufacturers in this region. The increasing expectation of autonomous cars in the United States has made a substantial contribution to the expansion of the industry in this country. Moreover, as compared to other regions, this area has considerably greater accessibility of advanced technology to develop artificial intelligence systems. Favorable government regulations, combined with the fact that the automotive industry's leading companies, such as Ford Motor Company, Fiat Chrysler Automotive, and General Motors are taking a stand in the advancement of artificial intelligence in automobiles by continuously enhancing their products, will have a better prospect in the global market.

Region with highest CAGR:

Asia Pacific is projected to have the highest CAGR over the forecast period due to the rising government initiatives, an increase in demand for premium vehicles, rising investments in AI technology for improved productivity, and adoption of AI-based solutions and services among autonomous and semi-autonomous applications. For instance, the South Korean government plans to expand the country’s production of automation systems and industrial robotics with investments into significant resources worth $6.15 billion. Several other instances similar to the aforementioned ones are indicating lucrative growth of the automotive artificial intelligence market in the region. In addition, developing internet and connectivity infrastructure, growing adoption of intelligent based solutions for automating operations and increasing digitalization are also augmenting the market growth in the Asia Pacific region.

Key players in the market

Some of the key players profiled in the Automotive Artificial Intelligence Market include Audi AG, BMW, Didi Chuxing, Ford Motor Company, General Motors Company, Honda Motor Co., Ltd, IBM Corporation, Intel Corporation, Micron Technology, Microsoft Corporation, NVIDIA Corporation, Otto Motors, Qualcomm Technologies, Inc, Tesla Inc, Toyota, Waymo, and Xilinx, Inc.

Key Developments:

In May 2021, Didi Chuxing has announced a strategic partnership with Volvo Cars on self-driving vehicles for DiDi's test fleet. Volvo Cars' autonomous drive-ready XC90 vehicles will be the first to feature DiDi Gemini, a new self-driving hardware platform outfitted with NVIDIA DRIVE AGX Pegasus. These vehicles, which are outfitted with DiDi's Gemini self-driving hardware platform, will eventually be used in robotaxi services.

In June 2020, Waymo and the Volvo Cars Group agreed to collaborate on the development of a self-driving electric vehicle for ride hailing as part of a new global cooperation. Waymo will concentrate on artificial intelligence and specific technology, like cameras, lidar, and radar, for the autonomous “driver.” Volvo will design and construct the automobiles.
 
Technologies Covered:
• Computer Vision
• Context-Aware Computing
• Machine Learning & Deep Learning
• Natural Language Processing (NLP)
 
Components Covered:
• Hardware
• Software
• Services
 
Processes Covered:
• Data Mining
• Image Recognition
• Signal Recognition
• Voice Recognition
 
Applications Covered:
• Autonomous
• Semi-Autonomous Driving
• Human Machine Interface

Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan       
o China       
o India       
o Australia 
o New Zealand
o South Korea
o Rest of Asia Pacific   
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa

What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2020, 2021, 2022, 2025, and 2028
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements

Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
o Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

 

1 Executive Summary       
         
2 Preface       
 
 2.1 Abstract       
 2.2 Stake Holders      
 2.3 Research Scope      
 2.4 Research Methodology     
  2.4.1 Data Mining     
  2.4.2 Data Analysis     
  2.4.3 Data Validation     
  2.4.4 Research Approach     
 2.5 Research Sources      
  2.5.1 Primary Research Sources    
  2.5.2 Secondary Research Sources    
  2.5.3 Assumptions     
         
3 Market Trend Analysis      
 3.1 Introduction      
 3.2 Drivers       
 3.3 Restraints      
 3.4 Opportunities      
 3.5 Threats       
 3.6 Technology Analysis     
 3.7 Application Analysis     
 3.8 Emerging Markets      
 3.9 Impact of Covid-19      
          
4 Porters Five Force Analysis      
 4.1 Bargaining power of suppliers     
 4.2 Bargaining power of buyers     
 4.3 Threat of substitutes     
 4.4 Threat of new entrants     
 4.5 Competitive rivalry      
         
5 Global Automotive Artificial Intelligence Market, By Technology  
 5.1 Introduction      
 5.2 Computer Vision      
 5.3 Context-Aware Computing     
 5.4 Machine Learning & Deep Learning    
 5.5 Natural Language Processing (NLP)    
         
6 Global Automotive Artificial Intelligence Market, By Component  
 6.1 Introduction      
 6.2 Hardware      
  6.2.1 Memory      
  6.2.2 Networks     
  6.2.3 Processor     
   6.2.3.1 Graphics Processing Unit (GPU)  
   6.2.3.2 Microprocessor (MPU)   
 6.3 Software       
 6.4 Services       
         
7 Global Automotive Artificial Intelligence Market, By Process   
 7.1 Introduction      
 7.2 Data Mining      
 7.3 Image Recognition      
 7.4 Signal Recognition      
 7.5 Voice Recognition      
         
8 Global Automotive Artificial Intelligence Market, By Application  
 8.1 Introduction      
 8.2 Autonomous      
 8.3 Semi-Autonomous Driving     
 8.4 Human Machine Interface     
         
9 Global Automotive Artificial Intelligence Market, By Geography  
 9.1 Introduction      
 9.2 North America      
  9.2.1 US      
  9.2.2 Canada      
  9.2.3 Mexico      
 9.3 Europe       
  9.3.1 Germany      
  9.3.2 UK      
  9.3.3 Italy      
  9.3.4 France      
  9.3.5 Spain      
  9.3.6 Rest of Europe     
 9.4 Asia Pacific      
  9.4.1 Japan      
  9.4.2 China      
  9.4.3 India      
  9.4.4 Australia      
  9.4.5 New Zealand     
  9.4.6 South Korea     
  9.4.7 Rest of Asia Pacific     
 9.5 South America      
  9.5.1 Argentina     
  9.5.2 Brazil      
  9.5.3 Chile      
  9.5.4 Rest of South America    
 9.6 Middle East & Africa     
  9.6.1 Saudi Arabia     
  9.6.2 UAE      
  9.6.3 Qatar      
  9.6.4 South Africa     
  9.6.5 Rest of Middle East & Africa     
         
10 Key Developments       
 10.1 Agreements, Partnerships, Collaborations and Joint Ventures  
 10.2 Acquisitions & Mergers     
 10.3 New Product Launch     
 10.4 Expansions      
 10.5 Other Key Strategies     
         
11 Company Profiling       
 11.1 Audi AG       
 11.2 BMW       
 11.3 Didi Chuxing       
 11.4 Ford Motor Company     
 11.5 General Motors Company     
 11.6 Honda Motor Co., Ltd     
 11.7 IBM Corporation      
 11.8 Intel Corporation      
 11.9 Micron Technology      
 11.10 Microsoft Corporation     
 11.11 NVIDIA Corporation      
 11.12 Otto Motors      
 11.13 Qualcomm Technologies, Inc     
 11.14 Tesla Inc       
 11.15 Toyota       
 11.16 Waymo       
 11.17 Xilinx, Inc      


List of Tables        
1 Global Automotive Artificial Intelligence Market Outlook, By Region (2020-2028) ($MN)
2 Global Automotive Artificial Intelligence Market Outlook, By Technology (2020-2028) ($MN)
3 Global Automotive Artificial Intelligence Market Outlook, By Computer Vision (2020-2028) ($MN)
4 Global Automotive Artificial Intelligence Market Outlook, By Context-Aware Computing (2020-2028) ($MN)
5 Global Automotive Artificial Intelligence Market Outlook, By Machine Learning & Deep Learning (2020-2028) ($MN)
6 Global Automotive Artificial Intelligence Market Outlook, By Natural Language Processing (NLP) (2020-2028) ($MN)
7 Global Automotive Artificial Intelligence Market Outlook, By Component (2020-2028) ($MN)
8 Global Automotive Artificial Intelligence Market Outlook, By Hardware (2020-2028) ($MN)
9 Global Automotive Artificial Intelligence Market Outlook, By Memory (2020-2028) ($MN)
10 Global Automotive Artificial Intelligence Market Outlook, By Networks (2020-2028) ($MN)
11 Global Automotive Artificial Intelligence Market Outlook, By Processor (2020-2028) ($MN)
12 Global Automotive Artificial Intelligence Market Outlook, By Software (2020-2028) ($MN)
13 Global Automotive Artificial Intelligence Market Outlook, By Services (2020-2028) ($MN)
14 Global Automotive Artificial Intelligence Market Outlook, By Process (2020-2028) ($MN)
15 Global Automotive Artificial Intelligence Market Outlook, By Data Mining (2020-2028) ($MN)
16 Global Automotive Artificial Intelligence Market Outlook, By Image Recognition (2020-2028) ($MN)
17 Global Automotive Artificial Intelligence Market Outlook, By Signal Recognition (2020-2028) ($MN)
18 Global Automotive Artificial Intelligence Market Outlook, By Voice Recognition (2020-2028) ($MN)
19 Global Automotive Artificial Intelligence Market Outlook, By Application (2020-2028) ($MN)
20 Global Automotive Artificial Intelligence Market Outlook, By Autonomous (2020-2028) ($MN)
21 Global Automotive Artificial Intelligence Market Outlook, By Semi-Autonomous Driving (2020-2028) ($MN)
22 Global Automotive Artificial Intelligence Market Outlook, By Human Machine Interface (2020-2028) ($MN)
23 North America Automotive Artificial Intelligence Market Outlook, By Country (2020-2028) ($MN)
24 North America Automotive Artificial Intelligence Market Outlook, By Technology (2020-2028) ($MN)
25 North America Automotive Artificial Intelligence Market Outlook, By Computer Vision (2020-2028) ($MN)
26 North America Automotive Artificial Intelligence Market Outlook, By Context-Aware Computing (2020-2028) ($MN)
27 North America Automotive Artificial Intelligence Market Outlook, By Machine Learning & Deep Learning (2020-2028) ($MN)
28 North America Automotive Artificial Intelligence Market Outlook, By Natural Language Processing (NLP) (2020-2028) ($MN)
29 North America Automotive Artificial Intelligence Market Outlook, By Component (2020-2028) ($MN)
30 North America Automotive Artificial Intelligence Market Outlook, By Hardware (2020-2028) ($MN)
31 North America Automotive Artificial Intelligence Market Outlook, By Memory (2020-2028) ($MN)
32 North America Automotive Artificial Intelligence Market Outlook, By Networks (2020-2028) ($MN)
33 North America Automotive Artificial Intelligence Market Outlook, By Processor (2020-2028) ($MN)
34 North America Automotive Artificial Intelligence Market Outlook, By Software (2020-2028) ($MN)
35 North America Automotive Artificial Intelligence Market Outlook, By Services (2020-2028) ($MN)
36 North America Automotive Artificial Intelligence Market Outlook, By Process (2020-2028) ($MN)
37 North America Automotive Artificial Intelligence Market Outlook, By Data Mining (2020-2028) ($MN)
38 North America Automotive Artificial Intelligence Market Outlook, By Image Recognition (2020-2028) ($MN)
39 North America Automotive Artificial Intelligence Market Outlook, By Signal Recognition (2020-2028) ($MN)
40 North America Automotive Artificial Intelligence Market Outlook, By Voice Recognition (2020-2028) ($MN)
41 North America Automotive Artificial Intelligence Market Outlook, By Application (2020-2028) ($MN)
42 North America Automotive Artificial Intelligence Market Outlook, By Autonomous (2020-2028) ($MN)
43 North America Automotive Artificial Intelligence Market Outlook, By Semi-Autonomous Driving (2020-2028) ($MN)
44 North America Automotive Artificial Intelligence Market Outlook, By Human Machine Interface (2020-2028) ($MN)
45 Europe Automotive Artificial Intelligence Market Outlook, By Country (2020-2028) ($MN)
46 Europe Automotive Artificial Intelligence Market Outlook, By Technology (2020-2028) ($MN)
47 Europe Automotive Artificial Intelligence Market Outlook, By Computer Vision (2020-2028) ($MN)
48 Europe Automotive Artificial Intelligence Market Outlook, By Context-Aware Computing (2020-2028) ($MN)
49 Europe Automotive Artificial Intelligence Market Outlook, By Machine Learning & Deep Learning (2020-2028) ($MN)
50 Europe Automotive Artificial Intelligence Market Outlook, By Natural Language Processing (NLP) (2020-2028) ($MN)
51 Europe Automotive Artificial Intelligence Market Outlook, By Component (2020-2028) ($MN)
52 Europe Automotive Artificial Intelligence Market Outlook, By Hardware (2020-2028) ($MN)
53 Europe Automotive Artificial Intelligence Market Outlook, By Memory (2020-2028) ($MN)
54 Europe Automotive Artificial Intelligence Market Outlook, By Networks (2020-2028) ($MN)
55 Europe Automotive Artificial Intelligence Market Outlook, By Processor (2020-2028) ($MN)
56 Europe Automotive Artificial Intelligence Market Outlook, By Software (2020-2028) ($MN)
57 Europe Automotive Artificial Intelligence Market Outlook, By Services (2020-2028) ($MN)
58 Europe Automotive Artificial Intelligence Market Outlook, By Process (2020-2028) ($MN)
59 Europe Automotive Artificial Intelligence Market Outlook, By Data Mining (2020-2028) ($MN)
60 Europe Automotive Artificial Intelligence Market Outlook, By Image Recognition (2020-2028) ($MN)
61 Europe Automotive Artificial Intelligence Market Outlook, By Signal Recognition (2020-2028) ($MN)
62 Europe Automotive Artificial Intelligence Market Outlook, By Voice Recognition (2020-2028) ($MN)
63 Europe Automotive Artificial Intelligence Market Outlook, By Application (2020-2028) ($MN)
64 Europe Automotive Artificial Intelligence Market Outlook, By Autonomous (2020-2028) ($MN)
65 Europe Automotive Artificial Intelligence Market Outlook, By Semi-Autonomous Driving (2020-2028) ($MN)
66 Europe Automotive Artificial Intelligence Market Outlook, By Human Machine Interface (2020-2028) ($MN)
67 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Country (2020-2028) ($MN)
68 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Technology (2020-2028) ($MN)
69 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Computer Vision (2020-2028) ($MN)
70 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Context-Aware Computing (2020-2028) ($MN)
71 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Machine Learning & Deep Learning (2020-2028) ($MN)
72 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Natural Language Processing (NLP) (2020-2028) ($MN)
73 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Component (2020-2028) ($MN)
74 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Hardware (2020-2028) ($MN)
75 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Memory (2020-2028) ($MN)
76 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Networks (2020-2028) ($MN)
77 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Processor (2020-2028) ($MN)
78 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Software (2020-2028) ($MN)
79 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Services (2020-2028) ($MN)
80 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Process (2020-2028) ($MN)
81 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Data Mining (2020-2028) ($MN)
82 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Image Recognition (2020-2028) ($MN)
83 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Signal Recognition (2020-2028) ($MN)
84 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Voice Recognition (2020-2028) ($MN)
85 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Application (2020-2028) ($MN)
86 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Autonomous (2020-2028) ($MN)
87 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Semi-Autonomous Driving (2020-2028) ($MN)
88 Asia Pacific Automotive Artificial Intelligence Market Outlook, By Human Machine Interface (2020-2028) ($MN)
89 South America Automotive Artificial Intelligence Market Outlook, By Country (2020-2028) ($MN)
90 South America Automotive Artificial Intelligence Market Outlook, By Technology (2020-2028) ($MN)
91 South America Automotive Artificial Intelligence Market Outlook, By Computer Vision (2020-2028) ($MN)
92 South America Automotive Artificial Intelligence Market Outlook, By Context-Aware Computing (2020-2028) ($MN)
93 South America Automotive Artificial Intelligence Market Outlook, By Machine Learning & Deep Learning (2020-2028) ($MN)
94 South America Automotive Artificial Intelligence Market Outlook, By Natural Language Processing (NLP) (2020-2028) ($MN)
95 South America Automotive Artificial Intelligence Market Outlook, By Component (2020-2028) ($MN)
96 South America Automotive Artificial Intelligence Market Outlook, By Hardware (2020-2028) ($MN)
97 South America Automotive Artificial Intelligence Market Outlook, By Memory (2020-2028) ($MN)
98 South America Automotive Artificial Intelligence Market Outlook, By Networks (2020-2028) ($MN)
99 South America Automotive Artificial Intelligence Market Outlook, By Processor (2020-2028) ($MN)
100 South America Automotive Artificial Intelligence Market Outlook, By Software (2020-2028) ($MN)
101 South America Automotive Artificial Intelligence Market Outlook, By Services (2020-2028) ($MN)
102 South America Automotive Artificial Intelligence Market Outlook, By Process (2020-2028) ($MN)
103 South America Automotive Artificial Intelligence Market Outlook, By Data Mining (2020-2028) ($MN)
104 South America Automotive Artificial Intelligence Market Outlook, By Image Recognition (2020-2028) ($MN)
105 South America Automotive Artificial Intelligence Market Outlook, By Signal Recognition (2020-2028) ($MN)
106 South America Automotive Artificial Intelligence Market Outlook, By Voice Recognition (2020-2028) ($MN)
107 South America Automotive Artificial Intelligence Market Outlook, By Application (2020-2028) ($MN)
108 South America Automotive Artificial Intelligence Market Outlook, By Autonomous (2020-2028) ($MN)
109 South America Automotive Artificial Intelligence Market Outlook, By Semi-Autonomous Driving (2020-2028) ($MN)
110 South America Automotive Artificial Intelligence Market Outlook, By Human Machine Interface (2020-2028) ($MN)
111 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Country (2020-2028) ($MN)
112 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Technology (2020-2028) ($MN)
113 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Computer Vision (2020-2028) ($MN)
114 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Context-Aware Computing (2020-2028) ($MN)
115 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Machine Learning & Deep Learning (2020-2028) ($MN)
116 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Natural Language Processing (NLP) (2020-2028) ($MN)
117 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Component (2020-2028) ($MN)
118 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Hardware (2020-2028) ($MN)
119 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Memory (2020-2028) ($MN)
120 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Networks (2020-2028) ($MN)
121 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Processor (2020-2028) ($MN)
122 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Software (2020-2028) ($MN)
123 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Services (2020-2028) ($MN)
124 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Process (2020-2028) ($MN)
125 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Data Mining (2020-2028) ($MN)
126 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Image Recognition (2020-2028) ($MN)
127 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Signal Recognition (2020-2028) ($MN)
128 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Voice Recognition (2020-2028) ($MN)
129 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Application (2020-2028) ($MN)
130 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Autonomous (2020-2028) ($MN)
131 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Semi-Autonomous Driving (2020-2028) ($MN)
132 Middle East & Africa Automotive Artificial Intelligence Market Outlook, By Human Machine Interface (2020-2028) ($MN)

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