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AI Traffic Management Solution Market - Global Forecast 2025-2030- Product Image
AI Traffic Management Solution Market - Global Forecast 2025-2030- Product Image
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AI Traffic Management Solution Market - Global Forecast 2025-2030

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    Report

  • 180 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 6125334
UP TO OFF until Jan 01st 2026
1h Free Analyst Time
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The AI-driven traffic management market is undergoing rapid transformation, driven by convergence of advanced technologies, regulatory frameworks, and evolving investment priorities. Senior leaders will find actionable perspectives in this research, designed to support informed, outcome-oriented decisions as urban mobility systems adapt to increased congestion and operational demands.

Market Snapshot

This market is characterized by accelerated investments in connected infrastructure, intelligent analytics, and smart control platforms, positioning it for significant growth and technological evolution. Both public authorities and private operators are prioritizing scalable, integrated solutions that facilitate seamless information exchange, dynamic optimization, and robust incident response. Enhanced by the adoption of artificial intelligence, cloud-native platforms, and edge computing, traffic management solutions are empowering cities to respond to congestion challenges, regulatory compliance, and sustainability targets across diverse regional landscapes.

Scope & Segmentation

  • Organization Size: Large enterprises, SMEs
  • End User Industry: Government (municipalities, state departments), Private enterprises (logistics, ride sharing companies), Transportation agencies (road operators, traffic police)
  • Component: Hardware (edge devices, networking devices, sensors), Services (managed, professional), Software (analytics, application, middleware)
  • Deployment Model: Cloud (private, public), Hybrid (multi-cloud), On premise (data centers, local servers)
  • Application: Connected vehicles (V2I: infrastructure sensors, roadside units; V2V), Smart parking (off street, on street), Toll management (electronic toll collection, manual toll), Urban traffic management (adaptive signal control, incident detection: sensor based, video analytics, traffic prediction)
  • Geographic Coverage: Americas (United States: California, Texas, New York, Florida, Illinois, Pennsylvania, Ohio; Canada; Mexico; Brazil; Argentina), Europe, Middle East & Africa (United Kingdom, Germany, France, Russia, Italy, Spain, United Arab Emirates, Saudi Arabia, South Africa, Denmark, Netherlands, Qatar, Finland, Sweden, Nigeria, Egypt, Turkey, Israel, Norway, Poland, Switzerland), Asia-Pacific (China, India, Japan, Australia, South Korea, Indonesia, Thailand, Philippines, Malaysia, Singapore, Vietnam, Taiwan)
  • Leading Companies: Siemens Aktiengesellschaft, Huawei Technologies Co., Ltd., International Business Machines Corporation, Cisco Systems, Inc., Thales SA, Kapsch TrafficCom AG, Cubic Corporation, Conduent Incorporated, Iteris, Inc., Econolite Group, Inc.

Key Takeaways

  • Artificial intelligence traffic management systems are enabling real-time data analysis, dynamic control strategies, and proactive incident detection that reduce network bottlenecks and improve road safety.
  • Technological shifts such as edge computing, 5G, and advanced machine learning are enhancing the granularity, speed, and resilience of urban mobility solutions while supporting integration with wider smart city initiatives.
  • Regulatory frameworks focused on emissions reduction, interoperability, and road safety have created incentives for the deployment of cleaner, compatible, and adaptive traffic management platforms across regions.
  • Segment needs vary: municipalities value long-term reliability and regulatory alignment, while private sector logistics and ride sharing companies emphasize rapid data exchange and easy integration with mobile platforms.
  • Industry partnerships, open API frameworks, and R&D investments in unified platforms promote both competitive differentiation and long-term ecosystem stability.

Tariff Impact: United States Trade Policy

In 2025, new United States tariff policies are impacting the AI traffic management supply chain, affecting components such as sensors, networking devices, and edge processors. Companies are reevaluating supplier networks and adopting more flexible procurement strategies, including exploring nearshoring and regional assembly to mitigate cost volatility. These trade shifts drive closer collaboration between procurement, legal, and technology teams to enhance supply chain resilience and maintain competitive pricing.

Methodology & Data Sources

Insights in this executive summary are based on a rigorous research approach, combining in-depth primary interviews with transportation planners, system integrators, technology providers, and regulatory experts, as well as comprehensive secondary research from technical whitepapers, regulatory filings, and smart city case studies. Robust segmentation matrices, stakeholder profiling, and scenario analysis ensure reliability, depth, and objectivity in reporting.

Why This Report Matters

  • Enables decision-makers to prioritize investments in adaptive, scalable AI traffic management solutions tailored to operational, regulatory, and market requirements.
  • Helps navigate complex procurement, integration, and deployment challenges across regions and industry segments.
  • Provides practical guidance on mitigating supply chain and tariff-related risks, supporting long-term, future-ready traffic management strategies.

Conclusion

This report equips leaders with comprehensive insights for capitalizing on the evolution of AI-enabled traffic management. A strategic, data-driven approach positions organizations to advance mobility outcomes, sustainability, and operational efficiency in an evolving urban landscape.



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Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. Integration of real-time predictive analytics for dynamic traffic signal optimization across urban networks
5.2. Deployment of edge AI platforms to enable low-latency processing in connected smart intersections
5.3. Adoption of federated learning frameworks to ensure privacy in crowd-sourced traffic data models
5.4. Utilization of 5G network slicing for prioritized communication between autonomous vehicles and infrastructure
5.5. Implementation of digital twin simulations to forecast congestion patterns and evaluate traffic policies
5.6. Expansion of multimodal traffic orchestration solutions integrating micro-mobility and public transit data
5.7. Integration of AI-powered incident detection and automated emergency response coordination systems
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. AI Traffic Management Solution Market, by Organization Size
8.1. Introduction
8.2. Large Enterprises
8.3. Smes
9. AI Traffic Management Solution Market, by End User Industry
9.1. Introduction
9.2. Government
9.2.1. Municipalities
9.2.2. State Departments
9.3. Private Enterprises
9.3.1. Logistics
9.3.2. Ride Sharing Companies
9.4. Transportation Agencies
9.4.1. Road Operators
9.4.2. Traffic Police
10. AI Traffic Management Solution Market, by Component
10.1. Introduction
10.2. Hardware
10.2.1. Edge Devices
10.2.2. Networking Devices
10.2.3. Sensors
10.3. Services
10.3.1. Managed Services
10.3.2. Professional Services
10.4. Software
10.4.1. Analytics Software
10.4.2. Application Software
10.4.3. Middleware
11. AI Traffic Management Solution Market, by Deployment Model
11.1. Introduction
11.2. Cloud
11.2.1. Private Cloud
11.2.2. Public Cloud
11.3. Hybrid
11.3.1. Multi Cloud
11.4. On Premise
11.4.1. Data Centers
11.4.2. Local Servers
12. AI Traffic Management Solution Market, by Application
12.1. Introduction
12.2. Connected Vehicles
12.2.1. V2I
12.2.1.1. Infrastructure Sensors
12.2.1.2. Roadside Units
12.2.2. V2V
12.3. Smart Parking
12.3.1. Off Street
12.3.2. On Street
12.4. Toll Management
12.4.1. Electronic Toll Collection
12.4.2. Manual Toll
12.5. Urban Traffic Management
12.5.1. Adaptive Signal Control
12.5.2. Incident Detection
12.5.2.1. Sensor Based Detection
12.5.2.2. Video Analytics
12.5.3. Traffic Prediction
13. Americas AI Traffic Management Solution Market
13.1. Introduction
13.2. United States
13.3. Canada
13.4. Mexico
13.5. Brazil
13.6. Argentina
14. Europe, Middle East & Africa AI Traffic Management Solution Market
14.1. Introduction
14.2. United Kingdom
14.3. Germany
14.4. France
14.5. Russia
14.6. Italy
14.7. Spain
14.8. United Arab Emirates
14.9. Saudi Arabia
14.10. South Africa
14.11. Denmark
14.12. Netherlands
14.13. Qatar
14.14. Finland
14.15. Sweden
14.16. Nigeria
14.17. Egypt
14.18. Turkey
14.19. Israel
14.20. Norway
14.21. Poland
14.22. Switzerland
15. Asia-Pacific AI Traffic Management Solution Market
15.1. Introduction
15.2. China
15.3. India
15.4. Japan
15.5. Australia
15.6. South Korea
15.7. Indonesia
15.8. Thailand
15.9. Philippines
15.10. Malaysia
15.11. Singapore
15.12. Vietnam
15.13. Taiwan
16. Competitive Landscape
16.1. Market Share Analysis, 2024
16.2. FPNV Positioning Matrix, 2024
16.3. Competitive Analysis
16.3.1. Siemens Aktiengesellschaft
16.3.2. Huawei Technologies Co., Ltd.
16.3.3. International Business Machines Corporation
16.3.4. Cisco Systems, Inc.
16.3.5. Thales SA
16.3.6. Kapsch TrafficCom AG
16.3.7. Cubic Corporation
16.3.8. Conduent Incorporated
16.3.9. Iteris, Inc.
16.3.10. Econolite Group, Inc.
17. ResearchAI
18. ResearchStatistics
19. ResearchContacts
20. ResearchArticles
21. Appendix
List of Figures
FIGURE 1. AI TRAFFIC MANAGEMENT SOLUTION MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2030 (%)
FIGURE 6. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2024 VS 2030 (%)
FIGURE 8. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
FIGURE 10. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2030 (%)
FIGURE 12. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 14. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 16. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 18. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. EUROPE, MIDDLE EAST & AFRICA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 20. EUROPE, MIDDLE EAST & AFRICA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. ASIA-PACIFIC AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. ASIA-PACIFIC AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. AI TRAFFIC MANAGEMENT SOLUTION MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 24. AI TRAFFIC MANAGEMENT SOLUTION MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 25. AI TRAFFIC MANAGEMENT SOLUTION MARKET: RESEARCHAI
FIGURE 26. AI TRAFFIC MANAGEMENT SOLUTION MARKET: RESEARCHSTATISTICS
FIGURE 27. AI TRAFFIC MANAGEMENT SOLUTION MARKET: RESEARCHCONTACTS
FIGURE 28. AI TRAFFIC MANAGEMENT SOLUTION MARKET: RESEARCHARTICLES
List of Tables
TABLE 1. AI TRAFFIC MANAGEMENT SOLUTION MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMES, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMES, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MUNICIPALITIES, BY REGION, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MUNICIPALITIES, BY REGION, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY STATE DEPARTMENTS, BY REGION, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY STATE DEPARTMENTS, BY REGION, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY LOGISTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY LOGISTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY RIDE SHARING COMPANIES, BY REGION, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY RIDE SHARING COMPANIES, BY REGION, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ROAD OPERATORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ROAD OPERATORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRAFFIC POLICE, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRAFFIC POLICE, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY EDGE DEVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY EDGE DEVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY NETWORKING DEVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY NETWORKING DEVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ANALYTICS SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ANALYTICS SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MIDDLEWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MIDDLEWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 77. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 78. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 79. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 80. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 81. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, BY REGION, 2018-2024 (USD MILLION)
TABLE 82. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, BY REGION, 2025-2030 (USD MILLION)
TABLE 83. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MULTI CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 84. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MULTI CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 85. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2018-2024 (USD MILLION)
TABLE 86. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2025-2030 (USD MILLION)
TABLE 87. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
TABLE 88. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2030 (USD MILLION)
TABLE 89. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DATA CENTERS, BY REGION, 2018-2024 (USD MILLION)
TABLE 90. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DATA CENTERS, BY REGION, 2025-2030 (USD MILLION)
TABLE 91. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY LOCAL SERVERS, BY REGION, 2018-2024 (USD MILLION)
TABLE 92. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY LOCAL SERVERS, BY REGION, 2025-2030 (USD MILLION)
TABLE 93. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
TABLE 94. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2025-2030 (USD MILLION)
TABLE 95. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 96. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 97. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, BY REGION, 2018-2024 (USD MILLION)
TABLE 98. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, BY REGION, 2025-2030 (USD MILLION)
TABLE 99. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, BY REGION, 2018-2024 (USD MILLION)
TABLE 100. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, BY REGION, 2025-2030 (USD MILLION)
TABLE 101. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INFRASTRUCTURE SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 102. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INFRASTRUCTURE SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 103. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ROADSIDE UNITS, BY REGION, 2018-2024 (USD MILLION)
TABLE 104. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ROADSIDE UNITS, BY REGION, 2025-2030 (USD MILLION)
TABLE 105. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2018-2024 (USD MILLION)
TABLE 106. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2025-2030 (USD MILLION)
TABLE 107. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2V, BY REGION, 2018-2024 (USD MILLION)
TABLE 108. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2V, BY REGION, 2025-2030 (USD MILLION)
TABLE 109. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2018-2024 (USD MILLION)
TABLE 110. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2025-2030 (USD MILLION)
TABLE 111. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, BY REGION, 2018-2024 (USD MILLION)
TABLE 112. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, BY REGION, 2025-2030 (USD MILLION)
TABLE 113. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY OFF STREET, BY REGION, 2018-2024 (USD MILLION)
TABLE 114. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY OFF STREET, BY REGION, 2025-2030 (USD MILLION)
TABLE 115. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON STREET, BY REGION, 2018-2024 (USD MILLION)
TABLE 116. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON STREET, BY REGION, 2025-2030 (USD MILLION)
TABLE 117. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2018-2024 (USD MILLION)
TABLE 118. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2025-2030 (USD MILLION)
TABLE 119. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 120. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 121. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ELECTRONIC TOLL COLLECTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 122. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ELECTRONIC TOLL COLLECTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 123. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MANUAL TOLL, BY REGION, 2018-2024 (USD MILLION)
TABLE 124. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY MANUAL TOLL, BY REGION, 2025-2030 (USD MILLION)
TABLE 125. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 126. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 127. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 128. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 129. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ADAPTIVE SIGNAL CONTROL, BY REGION, 2018-2024 (USD MILLION)
TABLE 130. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ADAPTIVE SIGNAL CONTROL, BY REGION, 2025-2030 (USD MILLION)
TABLE 131. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 132. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 133. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SENSOR BASED DETECTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 134. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SENSOR BASED DETECTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 135. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY VIDEO ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 136. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY VIDEO ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 137. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, 2018-2024 (USD MILLION)
TABLE 138. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, 2025-2030 (USD MILLION)
TABLE 139. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRAFFIC PREDICTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 140. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRAFFIC PREDICTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 141. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 142. GLOBAL AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 143. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 144. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 145. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 146. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 147. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2018-2024 (USD MILLION)
TABLE 148. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2025-2030 (USD MILLION)
TABLE 149. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2018-2024 (USD MILLION)
TABLE 150. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2025-2030 (USD MILLION)
TABLE 151. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2018-2024 (USD MILLION)
TABLE 152. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2025-2030 (USD MILLION)
TABLE 153. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 154. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 155. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 156. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 157. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 158. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 159. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 160. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 161. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 162. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 163. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 164. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 165. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2018-2024 (USD MILLION)
TABLE 166. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2025-2030 (USD MILLION)
TABLE 167. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
TABLE 168. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2025-2030 (USD MILLION)
TABLE 169. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 170. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 171. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2018-2024 (USD MILLION)
TABLE 172. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2025-2030 (USD MILLION)
TABLE 173. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2018-2024 (USD MILLION)
TABLE 174. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2025-2030 (USD MILLION)
TABLE 175. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2018-2024 (USD MILLION)
TABLE 176. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2025-2030 (USD MILLION)
TABLE 177. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 178. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 179. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 180. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 181. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, 2018-2024 (USD MILLION)
TABLE 182. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, 2025-2030 (USD MILLION)
TABLE 183. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 184. AMERICAS AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 185. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 186. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 187. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 188. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 189. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2018-2024 (USD MILLION)
TABLE 190. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2025-2030 (USD MILLION)
TABLE 191. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2018-2024 (USD MILLION)
TABLE 192. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2025-2030 (USD MILLION)
TABLE 193. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2018-2024 (USD MILLION)
TABLE 194. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2025-2030 (USD MILLION)
TABLE 195. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 196. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 197. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 198. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 199. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 200. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 201. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 202. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 203. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 204. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 205. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 206. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 207. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2018-2024 (USD MILLION)
TABLE 208. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2025-2030 (USD MILLION)
TABLE 209. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
TABLE 210. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2025-2030 (USD MILLION)
TABLE 211. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 212. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 213. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2018-2024 (USD MILLION)
TABLE 214. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2025-2030 (USD MILLION)
TABLE 215. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2018-2024 (USD MILLION)
TABLE 216. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2025-2030 (USD MILLION)
TABLE 217. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2018-2024 (USD MILLION)
TABLE 218. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2025-2030 (USD MILLION)
TABLE 219. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 220. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 221. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 222. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 223. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, 2018-2024 (USD MILLION)
TABLE 224. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, 2025-2030 (USD MILLION)
TABLE 225. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 226. UNITED STATES AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 227. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 228. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 229. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 230. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 231. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2018-2024 (USD MILLION)
TABLE 232. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2025-2030 (USD MILLION)
TABLE 233. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2018-2024 (USD MILLION)
TABLE 234. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2025-2030 (USD MILLION)
TABLE 235. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2018-2024 (USD MILLION)
TABLE 236. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2025-2030 (USD MILLION)
TABLE 237. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 238. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 239. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 240. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 241. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 242. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 243. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 244. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 245. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 246. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 247. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 248. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 249. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2018-2024 (USD MILLION)
TABLE 250. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2025-2030 (USD MILLION)
TABLE 251. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
TABLE 252. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2025-2030 (USD MILLION)
TABLE 253. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 254. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 255. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2018-2024 (USD MILLION)
TABLE 256. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2025-2030 (USD MILLION)
TABLE 257. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2018-2024 (USD MILLION)
TABLE 258. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2025-2030 (USD MILLION)
TABLE 259. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2018-2024 (USD MILLION)
TABLE 260. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2025-2030 (USD MILLION)
TABLE 261. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 262. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 263. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 264. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 265. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, 2018-2024 (USD MILLION)
TABLE 266. CANADA AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY INCIDENT DETECTION, 2025-2030 (USD MILLION)
TABLE 267. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 268. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 269. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
TABLE 270. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY END USER INDUSTRY, 2025-2030 (USD MILLION)
TABLE 271. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2018-2024 (USD MILLION)
TABLE 272. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY GOVERNMENT, 2025-2030 (USD MILLION)
TABLE 273. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2018-2024 (USD MILLION)
TABLE 274. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY PRIVATE ENTERPRISES, 2025-2030 (USD MILLION)
TABLE 275. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2018-2024 (USD MILLION)
TABLE 276. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TRANSPORTATION AGENCIES, 2025-2030 (USD MILLION)
TABLE 277. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 278. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 279. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 280. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 281. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 282. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 283. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 284. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 285. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 286. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 287. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 288. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 289. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2018-2024 (USD MILLION)
TABLE 290. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY HYBRID, 2025-2030 (USD MILLION)
TABLE 291. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2018-2024 (USD MILLION)
TABLE 292. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY ON PREMISE, 2025-2030 (USD MILLION)
TABLE 293. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 294. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 295. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2018-2024 (USD MILLION)
TABLE 296. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY CONNECTED VEHICLES, 2025-2030 (USD MILLION)
TABLE 297. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2018-2024 (USD MILLION)
TABLE 298. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY V2I, 2025-2030 (USD MILLION)
TABLE 299. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2018-2024 (USD MILLION)
TABLE 300. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY SMART PARKING, 2025-2030 (USD MILLION)
TABLE 301. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 302. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY TOLL MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 303. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN TRAFFIC MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 304. MEXICO AI TRAFFIC MANAGEMENT SOLUTION MARKET SIZE, BY URBAN

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Companies Mentioned

The companies profiled in this AI Traffic Management Solution market report include:
  • Siemens Aktiengesellschaft
  • Huawei Technologies Co., Ltd.
  • International Business Machines Corporation
  • Cisco Systems, Inc.
  • Thales SA
  • Kapsch TrafficCom AG
  • Cubic Corporation
  • Conduent Incorporated
  • Iteris, Inc.
  • Econolite Group, Inc.

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