Artificial Intelligence (AI) in Transportation

Artificial Intelligence (AI) in Transportation


Global Artificial Intelligence (AI) in Transportation Market to Reach US$10.2 Billion by 2030

The global market for Artificial Intelligence (AI) in Transportation estimated at US$3.7 Billion in the year 2023, is expected to reach US$10.2 Billion by 2030, growing at a CAGR of 15.7% over the analysis period 2023-2030. Software Component, one of the segments analyzed in the report, is expected to record a 16.9% CAGR and reach US$7.3 Billion by the end of the analysis period. Growth in the Hardware Component segment is estimated at 12.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$1.0 Billion While China is Forecast to Grow at 14.8% CAGR

The Artificial Intelligence (AI) in Transportation market in the U.S. is estimated at US$1.0 Billion in the year 2023. China, the world`s second largest economy, is forecast to reach a projected market size of US$1.5 Billion by the year 2030 trailing a CAGR of 14.8% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 14.0% and 13.2% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 11.0% CAGR.

Global Artificial Intelligence (AI) in Transportation Market - Key Trends and Drivers Summarized

How Is AI Revolutionizing Autonomous Vehicles and Safety?

Artificial Intelligence (AI) is fundamentally reshaping the landscape of transportation by driving advancements in autonomous vehicles and significantly enhancing road safety. Autonomous vehicles rely heavily on AI to interpret and navigate their environment, using real-time data from an array of sensors, including LIDAR, radar, and cameras, to "see" the road, recognize obstacles, and make split-second decisions. AI algorithms, particularly those powered by deep learning and computer vision, are essential for identifying and reacting to dynamic elements like pedestrians, traffic signs, cyclists, and other vehicles. This ability to process and respond to real-world scenarios allows autonomous systems to predict and avoid accidents more effectively than human drivers. Moreover, AI isn’t limited to fully autonomous vehicles—it’s transforming driver-assistance systems in conventional vehicles as well. AI-driven features such as lane departure warnings, adaptive cruise control, and collision prevention systems are becoming standard in many vehicles, reducing human error, which remains the leading cause of road accidents. As these technologies continue to develop, AI is set to create safer roads, decrease congestion, and lower the overall environmental impact by promoting more efficient driving. With regulators beginning to set safety and compliance standards for autonomous technology, AI is not just enhancing the way vehicles operate, but is also positioned to ensure that this technology aligns with rigorous safety requirements, marking a major step forward for transportation safety and reliability.

How Does AI Enhance Fleet Management and Operational Efficiency?

In commercial transportation, AI is transforming fleet management, enabling companies to operate more efficiently and economically. Through advanced AI-driven analytics, fleet managers can monitor the health of each vehicle in real time, track critical metrics such as fuel consumption, engine performance, and brake condition, and even predict when maintenance will be necessary. By leveraging predictive maintenance capabilities, AI minimizes vehicle downtime, preventing unexpected breakdowns that can be costly and disruptive. This proactive approach to vehicle management not only reduces costs but also extends the life of each asset, creating value and ensuring more reliable service. AI further enhances operational efficiency by optimizing route planning. Using data on traffic patterns, weather conditions, and historical delivery timelines, AI can identify the most efficient routes for deliveries, allowing companies to lower fuel consumption, reduce transit times, and improve delivery accuracy. For logistics and public transportation, AI-driven demand forecasting tools are also invaluable. By analyzing seasonal trends, consumer demand, and regional economic data, AI helps fleet managers adjust schedules and resources dynamically, improving service availability and reducing operating costs. The environmental benefits of AI-enabled fleet management are significant as well, as optimized routing and efficient resource allocation contribute to lower carbon emissions, aligning with the growing demand for sustainable and eco-friendly transportation solutions.

What Role Does AI Play in Traffic Management and Infrastructure Development?

AI is a powerful tool for transforming traffic management and guiding infrastructure development, two critical areas in urban planning that affect millions of people daily. In traffic management, AI systems analyze live data from sensors, surveillance cameras, and connected vehicles to monitor traffic flow, detect congestion points, and predict potential delays. This real-time data enables AI algorithms to make on-the-spot adjustments to traffic signal timing, reroute traffic, and alert drivers to alternate paths, ultimately reducing congestion, improving safety, and ensuring smoother commutes. In infrastructure development, AI is essential for urban planners, providing valuable predictive insights that help optimize the design of roads, bridges, and public transit systems. By analyzing population growth projections, vehicular data, and commuter behaviors, AI assists in creating infrastructure that not only meets current demand but is also prepared for future needs. Additionally, AI aids in monitoring the health of critical infrastructure through data from embedded sensors that can detect structural changes, wear, or stress points, allowing for early maintenance before issues escalate into costly and disruptive failures. By enabling predictive and preventive approaches to infrastructure management, AI supports the development of resilient and efficient transportation systems, which are foundational to the vision of smart cities focused on improving urban mobility, safety, and the quality of life for residents.

What’s Driving the Growth of the AI in Transportation Market?

The growth in the AI in transportation market is driven by several factors that underscore both the rapid pace of technological innovation and the evolving needs within the industry. Foremost among these is the increasing demand for autonomous vehicles, fueled by consumer interest in safer and more convenient modes of transport, as well as regulatory support aimed at reducing accidents and emissions. The need for AI in fleet management has also surged, particularly within the logistics sector, where companies are seeking ways to optimize operations, cut costs, and address environmental concerns. The growing trend toward urbanization and smart city initiatives is another crucial driver, as cities look for AI-driven solutions to address traffic congestion, enhance public safety, and improve commuter experiences. Furthermore, the widespread adoption of Internet of Things (IoT) devices and connected infrastructure has introduced new cybersecurity risks, making AI essential in safeguarding transportation networks from potential threats. The competitive landscape of the transportation industry also motivates companies to invest in AI to deliver superior customer experiences, improve retention, and reduce churn. Finally, advancements in AI technologies, such as machine learning, natural language processing, and computer vision, have made these solutions more accessible and cost-effective, allowing smaller companies to leverage AI for transportation management and innovation. Together, these drivers paint a picture of an industry rapidly embracing AI to not only meet current demands but to pave the way for a more efficient, secure, and sustainable future in transportation.

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence (AI) in Transportation market in terms of US$ Thousand by the following Application; Component; Process, and Geographic Regions/Countries:

Segments:
Component (Software, Hardware); Process (Signal Recognition, Object Recognition, Data Mining); Application (Semi-Autonomous Trucks, Autonomous Trucks, HMI in Trucks)

Geographic Regions/Countries:
World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 233 Featured) -
  • Alphabet Inc. (Google Inc.)
  • Bosch
  • Continental AG
  • Daimler AG
  • Friedrichshafen AG
  • Intel Corporation
  • Magna
  • MAN SE
  • Microsoft Corporation
  • NVIDIA Corporation
  • PACCAR Inc.
  • Scania Group
  • Volvo Group
  • ZF
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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
World Market Trajectories
Global Economic Update
Artificial Intelligence (AI) in Transportation – Global Key Competitors Percentage Market Share in 2024 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Growing Demand for Autonomous Vehicles Propels Growth of AI in Transportation
Increasing Focus on Traffic Management Drives Adoption of AI-Powered Optimization Solutions
Here`s How AI in Predictive Maintenance Enhances Fleet Reliability and Reduces Downtime
Advances in Machine Learning Improve Accuracy in Route Planning and Demand Forecasting
Rising Need for Real-Time Data Analytics Fuels AI in Traffic and Transportation Monitoring
Growing Use of AI in Autonomous Delivery and Last-Mile Logistics Expands Market Scope
Here`s How AI-Powered Safety Features Enhance Driver Assistance Systems
Increasing Adoption of AI in Public Transportation Enhances Efficiency and Passenger Experience
Rising Interest in Predictive Analytics Expands AI Applications in Demand and Capacity Planning
Here`s How AI in Computer Vision Enhances Infrastructure and Road Condition Monitoring
Growing Importance of AI in Fleet Management Boosts Efficiency in Operations and Maintenance
Advances in Natural Language Processing Enable AI in Customer Service for Transportation Providers
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 2: World 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
TABLE 3: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 4: World 7-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 5: World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 6: World 7-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 7: World Recent Past, Current & Future Analysis for Signal Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 8: World 7-Year Perspective for Signal Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 9: World Recent Past, Current & Future Analysis for Object Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 10: World 7-Year Perspective for Object Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 11: World Recent Past, Current & Future Analysis for Data Mining by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 12: World 7-Year Perspective for Data Mining by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 13: World Recent Past, Current & Future Analysis for Semi-Autonomous Trucks by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 14: World 7-Year Perspective for Semi-Autonomous Trucks by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 15: World Recent Past, Current & Future Analysis for Autonomous Trucks by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 16: World 7-Year Perspective for Autonomous Trucks by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 17: World Recent Past, Current & Future Analysis for HMI in Trucks by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 18: World 7-Year Perspective for HMI in Trucks by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 19: World Artificial Intelligence (AI) in Transportation Market Analysis of Annual Sales in US$ Thousand for Years 2014 through 2030
III. MARKET ANALYSIS
UNITED STATES
Artificial Intelligence (AI) in Transportation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
TABLE 20: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 21: USA 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 22: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 23: USA 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 24: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 25: USA 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
CANADA
TABLE 26: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 27: Canada 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 28: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 29: Canada 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 30: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 31: Canada 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
JAPAN
Artificial Intelligence (AI) in Transportation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
TABLE 32: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 33: Japan 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 34: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 35: Japan 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 36: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 37: Japan 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
CHINA
Artificial Intelligence (AI) in Transportation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
TABLE 38: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 39: China 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 40: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 41: China 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 42: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 43: China 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
EUROPE
Artificial Intelligence (AI) in Transportation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
TABLE 44: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2023 through 2030 and % CAGR
TABLE 45: Europe 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
TABLE 46: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 47: Europe 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 48: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 49: Europe 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 50: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 51: Europe 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
FRANCE
Artificial Intelligence (AI) in Transportation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
TABLE 52: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 53: France 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 54: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 55: France 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 56: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 57: France 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
GERMANY
Artificial Intelligence (AI) in Transportation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
TABLE 58: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 59: Germany 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 60: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 61: Germany 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 62: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 63: Germany 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
ITALY
TABLE 64: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 65: Italy 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 66: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 67: Italy 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 68: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 69: Italy 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
UNITED KINGDOM
Artificial Intelligence (AI) in Transportation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
TABLE 70: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 71: UK 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 72: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 73: UK 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 74: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 75: UK 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
REST OF EUROPE
TABLE 76: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 77: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 78: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 79: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 80: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 81: Rest of Europe 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
ASIA-PACIFIC
Artificial Intelligence (AI) in Transportation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
TABLE 82: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 83: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 84: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 85: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 86: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 87: Asia-Pacific 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
REST OF WORLD
TABLE 88: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Component - Software and Hardware - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 89: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Component - Percentage Breakdown of Value Sales for Software and Hardware for the Years 2024 & 2030
TABLE 90: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Process - Signal Recognition, Object Recognition and Data Mining - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 91: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Process - Percentage Breakdown of Value Sales for Signal Recognition, Object Recognition and Data Mining for the Years 2024 & 2030
TABLE 92: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) in Transportation by Application - Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks - Independent Analysis of Annual Sales in US$ Thousand for the Years 2023 through 2030 and % CAGR
TABLE 93: Rest of World 7-Year Perspective for Artificial Intelligence (AI) in Transportation by Application - Percentage Breakdown of Value Sales for Semi-Autonomous Trucks, Autonomous Trucks and HMI in Trucks for the Years 2024 & 2030
IV. COMPETITION

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