Status : Published | Published On : Mar, 2023 | Report Code : VRAT4066 | Industry : Automotive & Transportation | Available Format : | Page : 194 |
Industry Overview
The Global Artificial Intelligence (AI) Market for the automotive and transportation industry is expected to reach USD 47.1 billion by 2030, growing at a CAGR of 18.0% during the forecast period. The global artificial intelligence (AI) market for the automotive and transportation industry is growing at an exponential rate with the growing adoption of ADAS (Advanced Driver-Assistance Systems), rising investment in vehicle performance improvement, and implementation of government regulations for vehicle safety and security. Among the AI technologies, deep learning captures the largest market share in terms of revenue and is the fastest-growing technology as well.
Artificial intelligence in the automotive and transportation industry is used in different subdivisions including autonomous vehicles, public transport, traffic management, ride-sharing, and so on. Deep learning technology is used in autonomous vehicles for applications such as speech recognition, image processing, and data analysis.
Market Segmentation
Insight by Offering
Based on offering, the market is bifurcated into hardware, software, and services. Among these offerings, the software and service segment together capture a higher market share in 2020 and is expected to grow at the fastest rate, owing to its growing integration of different software in public transport and traffic management to improve their performance.
Insight by Application
Based on application, the market is subdivided into autonomous vehicles, semi-autonomous vehicles, and human-machine interfaces (HMI). Of all these applications, HMI has grown considerably in the past 2-3 years and is implemented in several emerging technologies including voice and gesture recognition. This as a result will contribute to the artificial intelligence market for the automotive and transportation industry during the forecast period.
Insight by Process
Based on the process, the market is segmented into data mining, image recognition, and signal recognition. Due to the large set of data collected from different sources and application areas, data mining become one of the most preferred processes. As a result, data mining is expected to account for the largest market share in the current year and is expected to grow at the fastest rate with the adoption of autonomous and semi-autonomous vehicles.
Report Metric |
Details |
Historical Period |
2018 - 2023 |
Base Year Considered |
2024 |
Forecast Period |
2025 - 2030 |
Market Size in 2023 |
U.S.D. XX Billion |
Revenue Forecast in 2030 |
U.S.D. 47.1 Billion |
Growth Rate |
18.0% |
Segments Covered in the Report |
By Machine Learning Technology, By Process, By Application, By Offering, By IoT Communication |
Report Scope |
Market Trends, Drivers, and Restraints; Revenue Estimation and Forecast; Segmentation Analysis; Impact of COVID-19; Companies’ Strategic Developments; Market Share Analysis of Key Players; Company Profiling |
Regions Covered in the Report |
North America,Europe,Asia-Pacific (APAC),Rest of the World (RoW) |
Industry Dynamics
Industry Trends
The growing adoption of autonomous and semi-autonomous vehicles in the market is expected to be a ruling trend of the artificial intelligence market for the automotive and transportation industry. AI integration with these cars will ensure drivers safer roads, minimum traffic, and a reduced amount of pollution.
Growth Drivers
Growing demand for improved driving experience with enhanced safety and comfort features will act as a major driver for the artificial intelligence market for the automotive and transportation industry. Along with that, ADAS and its inclination towards safety and security will act as an additional factor driving the market. All these factors will impact the artificial intelligence market for automotive and transportation industry progression in the market in years to come.
Challenges
The high cost of AI integration in the automotive and transportation sectors may obstruct the growth of the artificial intelligence market for the automotive and transportation industries. Further, cyber security issues are also another major challenge to the industry.
Geographic Overview
Geographically, North America, specifically the US is the largest artificial intelligence market for the automotive and transportation industry with technically advanced regions and early adopters of AI in numerous sectors. Besides, the implementation of some of the government regulations such as Hours of Service Solution (HOS) revisions Compliance, Safety, and Accountability (CSA) are expected to drive the artificial intelligence market for the automotive and transportation industry in the region.
Further, APAC is the fastest-growing region in the artificial intelligence market for the automotive and transportation industry. The region comprises, some of the biggest growing economies such as China and India, The largest population growth, and inclination towards evolving technologies is creating a positive impact on the artificial intelligence market for automotive and transportation industry growth in the region.
Competitive Insight
Key players in the artificial intelligence market for the automotive and transportation industry consist of both Tier 1 automotive OEMs and leading AI software companies. Automotive OEMs are making huge investments in AI technology integration in high-end and other autonomous vehicles. Partnership and collaboration are some of the key strategies adopted by these market stakeholders currently and are expected to drive the market soon.
Some of the key players operating in the artificial intelligence market for the automotive and transportation industry are Continental AG, Denso Corporation, Nvidia Corporation, Intel Corporation, Harman International, AI Motive, Argo AI, CarVi, Harman International, Valeo, Orbcomm Inc., and Affectiva.
Recent Developments by Key Players
Pyrum Innovations AG and Continental signed an agreement for the future purchase of Pyrum’s recovered carbon black (rCB). Pyrum will collect end-of-life tires from Continental and Continental in return shall be making prepayments for future rCB deliveries.
Primary Research
VynZ Research conducts extensive primary research to understand the market dynamics, validate market data, and have key opinions from industry experts. The key profiles approached within the industry include, CEO, CFO, CTO, President, Vice President, Product Managers, Regional Heads, and Others. Also, end user surveys comprising consumers are also conducted to understand consumer behavior.
The Artificial Intelligence (AI) Market for Automotive and Transportation Industry report offers a comprehensive market segmentation analysis along with an estimation for the forecast period 2025–2030.
Segments Covered in the Report
Source: VynZ Research
Source: VynZ Research
1. Research Overview
1.1. The Report Offers
1.2. Market Coverage
1.2.1. By Offering
1.2.2. By Technology
1.2.3. By Application
1.2.4. By Process
1.2.5. By Region
1.3. Research Phases
1.4. Limitations
1.5. Market Methodology
1.5.1. Data Sources
1.5.1.1. Primary Research
1.5.1.2. Secondary Research
1.5.2. Methodology
1.5.2.1. Data Exploration
1.5.2.2. Forecast Parameters
1.5.2.3. Data Validation
1.5.2.4. Assumptions
1.5.3. Study Period & Data Reporting Unit
2. Executive Summary
3. Industry Overview
3.1. Industry Dynamics
3.1.1. Market Growth Drivers
3.1.2. Market Restraints
3.1.3. Key Market Trends
3.1.4. Major Opportunities
3.2. Industry Ecosystem
3.2.1. Porter’s Five Forces Analysis
3.2.2. Recent Development Analysis
3.2.3. Value Chain Analysis
3.3. Competitive Insight
3.3.1. Competitive Position of Industry Players
3.3.2. Market Attractive Analysis
3.3.3. Market Share Analysis
4. Global Market Estimate and Forecast
4.1. Global Market Overview
4.2. Global Market Estimate and Forecast to 2030
5. Market Segmentation Estimate and Forecast
5.1. By Offering
5.1.1. Hardware
5.1.1.1. Market Definition
5.1.1.2. Market Estimation and Forecast to 2030
5.1.2. Software
5.1.2.1. Market Definition
5.1.2.2. Market Estimation and Forecast to 2030
5.2. By Technology
5.2.1. Machine Learning
5.2.1.1. Market Definition
5.2.1.2. Market Estimation and Forecast to 2030
5.2.2. Deep Learning
5.2.2.1. Market Definition
5.2.2.2. Market Estimation and Forecast to 2030
5.2.3. Computer Vision
5.2.3.1. Market Definition
5.2.3.2. Market Estimation and Forecast to 2030
5.2.4. Context Awareness
5.2.4.1. Market Definition
5.2.4.2. Market Estimation and Forecast to 2030
5.2.5. Natural Language Processing(NLP)
5.2.5.1. Market Definition
5.2.5.2. Market Estimation and Forecast to 2030
5.3. By Application
5.3.1. Autonomous Vehicle
5.3.1.1. Market Definition
5.3.1.2. Market Estimation and Forecast to 2030
5.3.2. Semi-Autonomous Vehicle
5.3.2.1. Market Definition
5.3.2.2. Market Estimation and Forecast to 2030
5.3.3. Human Machine Interface (HMI)
5.3.3.1. Market Definition
5.3.3.2. Market Estimation and Forecast to 2030
5.4. By Process
5.4.1. Data Mining
5.4.1.1. Market Definition
5.4.1.2. Market Estimation and Forecast to 2030
5.4.2. Image Recognition
5.4.2.1. Market Definition
5.4.2.2. Market Estimation and Forecast to 2030
5.4.3. Signal Recognition
5.4.3.1. Market Definition
5.4.3.2. Market Estimation and Forecast to 2030
6. North America Market Estimate and Forecast
6.1. By Offering
6.2. By Technology
6.3. By Application
6.4. By Process
6.5. By Country
6.5.1. U.S. Market Estimate and Forecast
6.5.2. Canada Market Estimate and Forecast
6.5.3. Mexico Market Estimate and Forecast
7. Europe Market Estimate and Forecast
7.1. By Offering
7.2. By Technology
7.3. By Application
7.4. By Process
7.5. By Country
7.5.1. Germany Market Estimate and Forecast
7.5.2. France Market Estimate and Forecast
7.5.3. U.K. Market Estimate and Forecast
7.5.4. Spain Market Estimate and Forecast
7.5.5. Rest of Europe Market Estimate and Forecast
8. Asia-Pacific Market Estimate and Forecast
8.1. By Offering
8.2. By Technology
8.3. By Application
8.4. By Process
8.5. By Country
8.5.1. China Market Estimate and Forecast
8.5.2. Japan Market Estimate and Forecast
8.5.3. South Korea Market Estimate and Forecast
8.5.4. Rest of Asia-Pacific Market Estimate and Forecast
9. Rest of the World (RoW) Market Estimate and Forecast
9.1. By Offering
9.2. By Technology
9.3. By Application
9.4. By Process
9.5. By Country
9.5.1. Brazil Market Estimate and Forecast
9.5.2. Saudi Arabia Market Estimate and Forecast
9.5.3. South Africa Market Estimate and Forecast
9.5.4. Argentina Countries Market Estimate and Forecast
9.5.5. Algeria Countries Market Estimate and Forecast
9.5.6. Other Countries Market Estimate and Forecast
10. Company Profiles
10.1. AImotive
10.1.1. Snapshot
10.1.2. Overview
10.1.3. Offerings
10.1.4. Financial Insight
10.1.5. Recent Developments
10.2. Affectiva
10.2.1. Snapshot
10.2.2. Overview
10.2.3. Offerings
10.2.4. Financial Insight
10.2.5. Recent Developments
10.3. Argo AI
10.3.1. Snapshot
10.3.2. Overview
10.3.3. Offerings
10.3.4. Financial Insight
10.3.5. Recent Developments
10.4. CarVi
10.4.1. Snapshot
10.4.2. Overview
10.4.3. Offerings
10.4.4. Financial Insight
10.4.5. Recent Developments
10.5. Cerence Inc.
10.5.1. Snapshot
10.5.2. Overview
10.5.3. Offerings
10.5.4. Financial Insight
10.5.5. Recent Developments
10.6. Continental AG
10.6.1. Snapshot
10.6.2. Overview
10.6.3. Offerings
10.6.4. Financial Insight
10.6.5. Recent Developments
10.7. Denso Corporation
10.7.1. Snapshot
10.7.2. Overview
10.7.3. Offerings
10.7.4. Financial Insight
10.7.5. Recent Developments
10.8. Harman International
10.8.1. Snapshot
10.8.2. Overview
10.8.3. Offerings
10.8.4. Financial Insight
10.8.5. Recent Developments
10.9. Intel Corporation
10.9.1. Snapshot
10.9.2. Overview
10.9.3. Offerings
10.9.4. Financial Insight
10.9.5. Recent Developments
10.10. Nvidia Corporation
10.10.1. Snapshot
10.10.2. Overview
10.10.3. Offerings
10.10.4. Financial Insight
10.10.5. Recent Developments
10.11. Siemens
10.11.1. Snapshot
10.11.2. Overview
10.11.3. Offerings
10.11.4. Financial Insight
10.11.5. Recent Developments
10.12. Valeo
10.12.1. Snapshot
10.12.2. Overview
10.12.3. Offerings
10.12.4. Financial Insight
10.12.5. Recent Developments
10.13. ORBCOMM Inc.
10.13.1. Snapshot
10.13.2. Overview
10.13.3. Offerings
10.13.4. Financial Insight
10.13.5. Recent Developments
11. Appendix
11.1. Exchange Rates
11.2. Abbreviations
Note: Financial insight and recent developments of different companies are subject to availability of information in secondary domain.
List of Tables
Table 1 Sources
Table 2 Study Periods
Table 3 Data Reporting Unit
Table 4 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 – 2023 (USD Billion)
Table 5 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2025 - 2030 (USD Billion)
Table 6 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 – 2023 (USD Billion)
Table 7 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2025 - 2030 (USD Billion)
Table 8 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 – 2023 (USD Billion)
Table 9 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2025 - 2030 (USD Billion)
Table 10 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 – 2023 (USD Billion)
Table 11 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2025 - 2030 (USD Billion)
Table 12 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Region, 2018 – 2023 (USD Billion)
Table 13 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Region, 2025 - 2030 (USD Billion)
Table 14 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 – 2023 (USD Billion)
Table 15 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2025 - 2030 (USD Billion)
Table 16 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 – 2023 (USD Billion)
Table 17 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2025 - 2030 (USD Billion)
Table 18 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 – 2023 (USD Billion)
Table 19 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2025 - 2030 (USD Billion)
Table 20 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 – 2023 (USD Billion)
Table 21 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2025 - 2030 (USD Billion)
Table 22 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2018 – 2023 (USD Billion)
Table 23 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2025 - 2030 (USD Billion)
Table 24 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 – 2023 (USD Billion)
Table 25 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2025 - 2030 (USD Billion)
Table 26 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 – 2023 (USD Billion)
Table 27 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2025 - 2030 (USD Billion)
Table 28 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 – 2023 (USD Billion)
Table 29 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2025 - 2030 (USD Billion)
Table 30 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 – 2023 (USD Billion)
Table 31 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2025 - 2030 (USD Billion)
Table 32 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2018 – 2023 (USD Billion)
Table 33 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2025 - 2030 (USD Billion)
Table 34 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 – 2023 (USD Billion)
Table 35 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2025 - 2030 (USD Billion)
Table 36 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 – 2023 (USD Billion)
Table 37 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2025 - 2030 (USD Billion)
Table 38 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 – 2023 (USD Billion)
Table 39 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2025 - 2030 (USD Billion)
Table 40 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 – 2023 (USD Billion)
Table 41 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2025 - 2030 (USD Billion)
Table 42 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2018 – 2023 (USD Billion)
Table 43 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2025 - 2030 (USD Billion)
Table 44 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 – 2023 (USD Billion)
Table 45 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2025 - 2030 (USD Billion)
Table 46 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 – 2023 (USD Billion)
Table 47 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2025 - 2030 (USD Billion)
Table 48 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 – 2023 (USD Billion)
Table 49 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2025 - 2030 (USD Billion)
Table 50 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 – 2023 (USD Billion)
Table 51 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2025 - 2030 (USD Billion)
Table 52 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2018 – 2023 (USD Billion)
Table 53 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2025 - 2030 (USD Billion)
Table 54 Snapshot – AImotive
Table 55 Snapshot – Affectiva
Table 56 Snapshot – Argo AI
Table 57 Snapshot – CarVi
Table 58 Snapshot – Cerence Inc.
Table 59 Snapshot – Continental AG
Table 60 Snapshot – Denso Corporation
Table 61 Snapshot – Harman International
Table 62 Snapshot – Intel Corporation
Table 63 Snapshot – Nvidia Corporation
Table 64 Snapshot – Siemens
Table 65 Snapshot – Valeo
Table 66 Snapshot – ORBCOMM Inc.
List of Figures
Figure 1 Market Coverage
Figure 2 Research Phases
Figure 3 Secondary Offerings for Different Parameters
Figure 4 Methodology
Figure 5 Data Mining & Exploration
Figure 6 Data Triangulation
Figure 7 Assumptions for Market Estimation and Forecast
Figure 8 Market Synopsis
Figure 9 Global Artificial Intelligence Market for Automotive and Transportation Industry - Growth Drivers and Restraints
Figure 10 Competitive Benchmark
Figure 11 Global Artificial Intelligence Market for Automotive and Transportation Industry Highlight
Figure 12 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 - 2030 (USD Billion)
Figure 13 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 - 2030 (USD Billion)
Figure 14 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 - 2030 (USD Billion)
Figure 15 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 - 2030 (USD Billion)
Figure 16 Global Artificial Intelligence Market for Automotive and Transportation Industry Size, by Region, 2018 - 2030 (USD Billion)
Figure 17 North America Artificial Intelligence Market for Automotive and Transportation Industry Highlight
Figure 18 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 - 2030 (USD Billion)
Figure 19 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 - 2030 (USD Billion)
Figure 20 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 - 2030 (USD Billion)
Figure 21 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 - 2030 (USD Billion)
Figure 22 North America Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2018 - 2030 (USD Billion)
Figure 23 Europe Artificial Intelligence Market for Automotive and Transportation Industry Highlight
Figure 24 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 - 2030 (USD Billion)
Figure 25 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 - 2030 (USD Billion)
Figure 26 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 - 2030 (USD Billion)
Figure 27 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 - 2030 (USD Billion)
Figure 28 Europe Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2018 - 2030 (USD Billion)
Figure 29 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Highlight
Figure 30 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 - 2030 (USD Billion)
Figure 31 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 - 2030 (USD Billion)
Figure 32 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 - 2030 (USD Billion)
Figure 33 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 - 2030 (USD Billion)
Figure 34 Asia-Pacific Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2018 - 2030 (USD Billion)
Figure 35 RoW Artificial Intelligence Market for Automotive and Transportation Industry Highlight
Figure 36 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Offering, 2018 - 2030 (USD Billion)
Figure 37 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Technology, 2018 - 2030 (USD Billion)
Figure 38 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Application, 2018 - 2030 (USD Billion)
Figure 39 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Process, 2018 - 2030 (USD Billion)
Figure 40 RoW Artificial Intelligence Market for Automotive and Transportation Industry Size, by Country, 2018 - 2030 (USD Billion)
Global Artificial Intelligence (AI) Market for Automotive and Transportation Industry Coverage
Offering Insight and Forecast 2025-2030
Technology Insight and Forecast 2025-2030
Application Insight and Forecast 2025-2030
Process Insight and Forecast 2025-2030
Geographical Segmentation
Artificial Intelligence (AI) Market for Automotive and Transportation Industry by Region
North America
Europe
Asia-Pacific (APAC)
Rest of the World (RoW)
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Artificial Intelligence (AI) Market for Automotive and Transportation Industry