Picture

Questions?

+1-866-353-3335

SEARCH
What are you looking for?
Need help finding what you are looking for? Contact Us
Compare
Free Samples
Telematics

PUBLISHER: KBV Research | PRODUCT CODE: 1575569

Cover Image

PUBLISHER: KBV Research | PRODUCT CODE: 1575569

Global AI-Driven Traffic Management Market Size, Share & Trends Analysis Report By Deployment Mode, By Technology, By Component (Software, Hardware, and Services), By Application, By End User, By Regional Outlook and Forecast, 2024 - 2031

PUBLISHED:
PAGES: 367 Pages
DELIVERY TIME: 1-2 business days
REQUEST FREE SAMPLE
REQUEST CUSTOMIZATION
SELECT AN OPTION
PDF (Single User License)
USD 3600
PDF (Multi User License)
USD 4320
PDF (Corporate User License)
USD 6048

Add to Cart

Description

Table of Contents

List of Tables

The Global AI-Driven Traffic Management Market size is expected to reach $144.1 billion by 2031, rising at a market growth of 29.7% CAGR during the forecast period.

The North America region witnessed 37% revenue share in the AI-driven traffic management market in 2023. This can be attributed to several factors, including the early adoption of advanced technologies, significant investments in smart city initiatives, and robust infrastructure development. The presence of key market players and extensive research and development activities in the United States and Canada also contribute to the region's dominance in this market.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In February 2024, Iteris, Inc. has partnered with Arity to integrate enhanced traffic data solutions into its ClearMobility(R) Platform. This collaboration aims to improve transportation efficiency and safety by utilizing Arity's near real-time traffic insights, enriching Iteris' ClearGuide(R) and ClearData(R) applications. Moreover, In August, 2024, Econolite Group, Inc. and Derq are partnering with Caltrans to deploy an advanced intersection safety system in Orange County, utilizing AI-driven insights and video detection. This initiative aims to enhance road safety and support Caltrans' Vision Zero goal to eliminate road fatalities by 2050.

KBV Cardinal Matrix - AI-Driven Traffic Management Market Competition Analysis

Based on the Analysis presented in the KBV Cardinal matrix; Huawei Technologies Co., Ltd., Siemens AG and IBM Corporation are the forerunners in the AI-Driven Traffic Management Market. In April, 2024, Huawei Technologies Co., Ltd. and HKT came into partnership to leverage AI for enhancing network security, improving user experience, and promoting sustainability. The integration of AI technologies will automate operations, optimize services, and support intelligent network transformation, leading to significant advancements in the telecom sector. Companies such as Iteris, Inc. and Ericsson AB are some of the key innovators in AI-Driven Traffic Management Market.

Market Growth Factors

As urban areas become more populated, the density of vehicles and pedestrians increases. This congestion leads to longer travel times, higher rates of accidents, and elevated levels of air pollution. Advanced AI-powered traffic solutions can analyze real-time traffic patterns, optimize signal timings, reroute traffic, and reduce congestion. With urban growth, cities face pressure on infrastructure and resources. In conclusion, accelerating urbanization, leading to demand for advanced traffic solutions, drives the market's growth.

Additionally, With the rise in urban populations and vehicle ownership, road traffic accidents have become a pressing concern worldwide. According to the World Health Organization (WHO), road traffic injuries are a leading cause of death globally, with approximately 1.35 million fatalities each year. This alarming statistic has prompted governments and transportation authorities to prioritize safety measures and implement advanced technologies to mitigate risks. Thus, emphasis on safety and incident management drives the market's growth.

Market Restraining Factors

Implementing these systems often requires substantial infrastructure investments. This includes upgrading existing traffic signals, installing sensors and cameras, and establishing a robust communication network to support data exchange. The high upfront costs can deter municipalities, particularly those with limited budgets. Integrating advanced AI solutions with existing traffic management systems can be complex and costly. In conclusion, the high implementation costs of advanced traffic solutions are hampering the market's growth.

The leading players in the market are competing with diverse innovative offerings to remain competitive in the market. The above illustration shows the percentage of revenue shared by some of the leading companies in the market. The leading players of the market are adopting various strategies in order to cater demand coming from the different industries. The key developmental strategies in the market are Partnerships & Collaborations.

Deployment Mode Outlook

By deployment mode, this market is divided into cloud and on-premises. In 2023, the on-premises segment registered 44% revenue share in this market. Concerns over data security, control, and compliance with local regulations often drive this preference for on-premises deployment. On-premises solutions allow organizations direct control over their data and systems, ensuring that sensitive traffic data remains within their infrastructure. This deployment mode is particularly favored by governmental agencies and large-scale traffic management centers that require high levels of customization and integration with existing infrastructure.

Technology Outlook

Based on technology, this market is categorized into machine learning (ML), computer vision, natural language processing (NLP), internet of things (IoT), and others. The computer vision segment witnessed 27% revenue share in this market in 2023. Computer vision technology enables the automatic extraction, analysis, and understanding of useful information from a single image or a sequence of images. In traffic management, computer vision is used for vehicle detection, license plate recognition, and monitoring traffic conditions through video surveillance.

Component Outlook

Based on component, this market is divided into software, hardware, and services. In 2023, the hardware segment garnered 35% revenue share in this market. This segment includes physical components such as sensors, cameras, and other devices essential for functioning traffic management systems. The high revenue share of the hardware segment indicates substantial investment in the physical infrastructure required to implement these solutions.

Application Outlook

On the basis of application, this market is segmented into traffic signal control systems, route optimization, incident detection & management, public transport management, and others. In 2023, the incident detection & management segment attained 24% revenue share in this market. This segment encompasses technologies and systems that detect real-time traffic incidents, such as accidents or breakdowns, and manage the response to these incidents. The significant share of this segment underscores the importance of rapid incident detection and effective management in minimizing traffic disruptions, enhancing road safety, and ensuring the smooth flow of traffic.

End User Outlook

Based on end user, this market is divided into government authorities, highway operators, and others. In 2023, the highway operators segment procured 32% revenue share in this market. Highway operators, which include organizations responsible for maintaining and operating highways and expressways, increasingly adopt AI-driven solutions to enhance traffic flow, reduce travel time, and improve safety on high-speed roadways. These solutions involve AI for predictive maintenance, real-time traffic monitoring, and incident management.

Regional Outlook

Region-wise, this market is analyzed across North America, Europe, Asia Pacific, and LAMEA. In 2023, the Asia Pacific region generated 25% revenue share in this market. Governments in the region are increasingly focusing on adopting advanced traffic management technologies to address the challenges of traffic congestion, pollution, and road safety. The region's substantial revenue share also reflects the growing technological advancements and the rising implementation of AI-driven solutions in traffic management.

Market Competition and Attributes

The AI-driven traffic management market is characterized by diverse competition among various emerging companies and startups. These players leverage innovative technologies to enhance traffic flow, reduce congestion, and improve safety. Although they face challenges from established firms, the market's growth potential encourages continuous advancements, fostering a dynamic and competitive landscape.

Recent Strategies Deployed in the Market

  • Sep-2024: Ericsson has unveiled its Transport Automation Controller, a cutting-edge solution designed to enhance 5G network performance using artificial intelligence and machine learning. This innovative controller simplifies network management, optimizes capacity, and reduces operational costs. With advanced analytics and real-time insights, communications service providers can proactively tackle performance and utilization challenges, ensuring a more efficient and reliable network infrastructure.
  • Aug-2024: SWARCO AG is partnering with NoTraffic to transform urban mobility through the integration of AI-driven traffic management solutions. This collaboration focuses on improving real-time traffic flow, minimizing congestion, and reducing emissions, establishing a new benchmark for intelligent transportation systems in cities.
  • May-2024: SWARCO is enhancing traffic management systems with its Traff-lAIts project, which incorporates Smart AI and Cooperative Awareness Messages (CAM) in cities across Norway. This innovative initiative focuses on optimizing traffic flow, minimizing delays, and decreasing emissions, all while improving safety and efficiency at intersections.
  • May-2024: Indra has unveiled a next-generation 360 vision system utilizing AI to enhance situational awareness for armored vehicles. Designed for complex operations, it analyzes real-time imagery from multiple cameras to identify threats and suggest protective measures, increasing mission effectiveness and crew safety.
  • Apr-2024: Econolite Group, Inc. and PTV came into partnership to Group launched the Centracs-Flows integration, a cloud-based ATMS solution combining predictive AI traffic monitoring with proactive signal optimization. This innovative system forecasts traffic conditions up to an hour ahead, enhancing efficiency and safety.

List of Key Companies Profiled

  • Siemens AG (Siemens Mobility)
  • Iteris, Inc.
  • Econolite Group, Inc.
  • Thales Group S.A.
  • Huawei Technologies Co., Ltd. (Huawei Investment & Holding Co., Ltd.)
  • Ericsson AB
  • SWARCO AG
  • IBM Corporation
  • Indra Sistemas, S.A.
  • ST Engineering Limited (Temasek Holdings Limited )

Global AI-Driven Traffic Management Market Report Segmentation

By Deployment Mode

  • Cloud
  • On-Premises

By Technology

  • Machine Learning (ML)
  • Computer Vision
  • Internet of Things (IoT)
  • Natural Language Processing (NLP)
  • Other Technology

By Component

  • Software
  • Hardware
  • Services

By Application

  • Traffic Signal Control Systems
  • Incident Detection & Management
  • Route Optimization
  • Public Transport Management
  • Predictive Analytics

By End User

  • Government Authorities
  • Highway Operators
  • Logistics & Transportation Providers

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
  • Rest of LAMEA
Show more

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global AI-Driven Traffic Management Market, by Deployment Mode
    • 1.4.2 Global AI-Driven Traffic Management Market, by Technology
    • 1.4.3 Global AI-Driven Traffic Management Market, by Component
    • 1.4.4 Global AI-Driven Traffic Management Market, by Application
    • 1.4.5 Global AI-Driven Traffic Management Market, by End User
    • 1.4.6 Global AI-Driven Traffic Management Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints
    • 3.2.3 Market Opportunities
    • 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

  • 4.1 KBV Cardinal Matrix
  • 4.2 Recent Industry Wide Strategic Developments
    • 4.2.1 Partnerships, Collaborations and Agreements
    • 4.2.2 Product Launches and Product Expansions
    • 4.2.3 Acquisition and Mergers
  • 4.3 Market Share Analysis, 2023
  • 4.4 Top Winning Strategies
    • 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
    • 4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2021, Dec - 2024, Aug) Leading Players
  • 4.5 Porter Five Forces Analysis

Chapter 5. Global AI-Driven Traffic Management Market by Deployment Mode

  • 5.1 Global Cloud Market by Region
  • 5.2 Global On-Premises Market by Region

Chapter 6. Global AI-Driven Traffic Management Market by Technology

  • 6.1 Global Machine Learning (ML) Market by Region
  • 6.2 Global Computer Vision Market by Region
  • 6.3 Global Internet of Things (IoT) Market by Region
  • 6.4 Global Natural Language Processing (NLP) Market by Region
  • 6.5 Global Other Technology Market by Region

Chapter 7. Global AI-Driven Traffic Management Market by Component

  • 7.1 Global Software Market by Region
  • 7.2 Global Hardware Market by Region
  • 7.3 Global Services Market by Region

Chapter 8. Global AI-Driven Traffic Management Market by Application

  • 8.1 Global Traffic Signal Control Systems Market by Region
  • 8.2 Global Incident Detection & Management Market by Region
  • 8.3 Global Route Optimization Market by Region
  • 8.4 Global Public Transport Management Market by Region
  • 8.5 Global Predictive Analytics Market by Region

Chapter 9. Global AI-Driven Traffic Management Market by End User

  • 9.1 Global Government Authorities Market by Region
  • 9.2 Global Highway Operators Market by Region
  • 9.3 Global Logistics & Transportation Providers Market by Region

Chapter 10. Global AI-Driven Traffic Management Market by Region

  • 10.1 North America AI-Driven Traffic Management Market
    • 10.1.1 North America AI-Driven Traffic Management Market by Deployment Mode
      • 10.1.1.1 North America Cloud Market by Region
      • 10.1.1.2 North America On-Premises Market by Region
    • 10.1.2 North America AI-Driven Traffic Management Market by Technology
      • 10.1.2.1 North America Machine Learning (ML) Market by Country
      • 10.1.2.2 North America Computer Vision Market by Country
      • 10.1.2.3 North America Internet of Things (IoT) Market by Country
      • 10.1.2.4 North America Natural Language Processing (NLP) Market by Country
      • 10.1.2.5 North America Other Technology Market by Country
    • 10.1.3 North America AI-Driven Traffic Management Market by Component
      • 10.1.3.1 North America Software Market by Country
      • 10.1.3.2 North America Hardware Market by Country
      • 10.1.3.3 North America Services Market by Country
    • 10.1.4 North America AI-Driven Traffic Management Market by Application
      • 10.1.4.1 North America Traffic Signal Control Systems Market by Country
      • 10.1.4.2 North America Incident Detection & Management Market by Country
      • 10.1.4.3 North America Route Optimization Market by Country
      • 10.1.4.4 North America Public Transport Management Market by Country
      • 10.1.4.5 North America Predictive Analytics Market by Country
    • 10.1.5 North America AI-Driven Traffic Management Market by End User
      • 10.1.5.1 North America Government Authorities Market by Country
      • 10.1.5.2 North America Highway Operators Market by Country
      • 10.1.5.3 North America Logistics & Transportation Providers Market by Country
    • 10.1.6 North America AI-Driven Traffic Management Market by Country
      • 10.1.6.1 US AI-Driven Traffic Management Market
        • 10.1.6.1.1 US AI-Driven Traffic Management Market by Deployment Mode
        • 10.1.6.1.2 US AI-Driven Traffic Management Market by Technology
        • 10.1.6.1.3 US AI-Driven Traffic Management Market by Component
        • 10.1.6.1.4 US AI-Driven Traffic Management Market by Application
        • 10.1.6.1.5 US AI-Driven Traffic Management Market by End User
      • 10.1.6.2 Canada AI-Driven Traffic Management Market
        • 10.1.6.2.1 Canada AI-Driven Traffic Management Market by Deployment Mode
        • 10.1.6.2.2 Canada AI-Driven Traffic Management Market by Technology
        • 10.1.6.2.3 Canada AI-Driven Traffic Management Market by Component
        • 10.1.6.2.4 Canada AI-Driven Traffic Management Market by Application
        • 10.1.6.2.5 Canada AI-Driven Traffic Management Market by End User
      • 10.1.6.3 Mexico AI-Driven Traffic Management Market
        • 10.1.6.3.1 Mexico AI-Driven Traffic Management Market by Deployment Mode
        • 10.1.6.3.2 Mexico AI-Driven Traffic Management Market by Technology
        • 10.1.6.3.3 Mexico AI-Driven Traffic Management Market by Component
        • 10.1.6.3.4 Mexico AI-Driven Traffic Management Market by Application
        • 10.1.6.3.5 Mexico AI-Driven Traffic Management Market by End User
      • 10.1.6.4 Rest of North America AI-Driven Traffic Management Market
        • 10.1.6.4.1 Rest of North America AI-Driven Traffic Management Market by Deployment Mode
        • 10.1.6.4.2 Rest of North America AI-Driven Traffic Management Market by Technology
        • 10.1.6.4.3 Rest of North America AI-Driven Traffic Management Market by Component
        • 10.1.6.4.4 Rest of North America AI-Driven Traffic Management Market by Application
        • 10.1.6.4.5 Rest of North America AI-Driven Traffic Management Market by End User
  • 10.2 Europe AI-Driven Traffic Management Market
    • 10.2.1 Europe AI-Driven Traffic Management Market by Deployment Mode
      • 10.2.1.1 Europe Cloud Market by Country
      • 10.2.1.2 Europe On-Premises Market by Country
    • 10.2.2 Europe AI-Driven Traffic Management Market by Technology
      • 10.2.2.1 Europe Machine Learning (ML) Market by Country
      • 10.2.2.2 Europe Computer Vision Market by Country
      • 10.2.2.3 Europe Internet of Things (IoT) Market by Country
      • 10.2.2.4 Europe Natural Language Processing (NLP) Market by Country
      • 10.2.2.5 Europe Other Technology Market by Country
    • 10.2.3 Europe AI-Driven Traffic Management Market by Component
      • 10.2.3.1 Europe Software Market by Country
      • 10.2.3.2 Europe Hardware Market by Country
      • 10.2.3.3 Europe Services Market by Country
    • 10.2.4 Europe AI-Driven Traffic Management Market by Application
      • 10.2.4.1 Europe Traffic Signal Control Systems Market by Country
      • 10.2.4.2 Europe Incident Detection & Management Market by Country
      • 10.2.4.3 Europe Route Optimization Market by Country
      • 10.2.4.4 Europe Public Transport Management Market by Country
      • 10.2.4.5 Europe Predictive Analytics Market by Country
    • 10.2.5 Europe AI-Driven Traffic Management Market by End User
      • 10.2.5.1 Europe Government Authorities Market by Country
      • 10.2.5.2 Europe Highway Operators Market by Country
      • 10.2.5.3 Europe Logistics & Transportation Providers Market by Country
    • 10.2.6 Europe AI-Driven Traffic Management Market by Country
      • 10.2.6.1 Germany AI-Driven Traffic Management Market
        • 10.2.6.1.1 Germany AI-Driven Traffic Management Market by Deployment Mode
        • 10.2.6.1.2 Germany AI-Driven Traffic Management Market by Technology
        • 10.2.6.1.3 Germany AI-Driven Traffic Management Market by Component
        • 10.2.6.1.4 Germany AI-Driven Traffic Management Market by Application
        • 10.2.6.1.5 Germany AI-Driven Traffic Management Market by End User
      • 10.2.6.2 UK AI-Driven Traffic Management Market
        • 10.2.6.2.1 UK AI-Driven Traffic Management Market by Deployment Mode
        • 10.2.6.2.2 UK AI-Driven Traffic Management Market by Technology
        • 10.2.6.2.3 UK AI-Driven Traffic Management Market by Component
        • 10.2.6.2.4 UK AI-Driven Traffic Management Market by Application
        • 10.2.6.2.5 UK AI-Driven Traffic Management Market by End User
      • 10.2.6.3 France AI-Driven Traffic Management Market
        • 10.2.6.3.1 France AI-Driven Traffic Management Market by Deployment Mode
        • 10.2.6.3.2 France AI-Driven Traffic Management Market by Technology
        • 10.2.6.3.3 France AI-Driven Traffic Management Market by Component
        • 10.2.6.3.4 France AI-Driven Traffic Management Market by Application
        • 10.2.6.3.5 France AI-Driven Traffic Management Market by End User
      • 10.2.6.4 Russia AI-Driven Traffic Management Market
        • 10.2.6.4.1 Russia AI-Driven Traffic Management Market by Deployment Mode
        • 10.2.6.4.2 Russia AI-Driven Traffic Management Market by Technology
        • 10.2.6.4.3 Russia AI-Driven Traffic Management Market by Component
        • 10.2.6.4.4 Russia AI-Driven Traffic Management Market by Application
        • 10.2.6.4.5 Russia AI-Driven Traffic Management Market by End User
      • 10.2.6.5 Spain AI-Driven Traffic Management Market
        • 10.2.6.5.1 Spain AI-Driven Traffic Management Market by Deployment Mode
        • 10.2.6.5.2 Spain AI-Driven Traffic Management Market by Technology
        • 10.2.6.5.3 Spain AI-Driven Traffic Management Market by Component
        • 10.2.6.5.4 Spain AI-Driven Traffic Management Market by Application
        • 10.2.6.5.5 Spain AI-Driven Traffic Management Market by End User
      • 10.2.6.6 Italy AI-Driven Traffic Management Market
        • 10.2.6.6.1 Italy AI-Driven Traffic Management Market by Deployment Mode
        • 10.2.6.6.2 Italy AI-Driven Traffic Management Market by Technology
        • 10.2.6.6.3 Italy AI-Driven Traffic Management Market by Component
        • 10.2.6.6.4 Italy AI-Driven Traffic Management Market by Application
        • 10.2.6.6.5 Italy AI-Driven Traffic Management Market by End User
      • 10.2.6.7 Rest of Europe AI-Driven Traffic Management Market
        • 10.2.6.7.1 Rest of Europe AI-Driven Traffic Management Market by Deployment Mode
        • 10.2.6.7.2 Rest of Europe AI-Driven Traffic Management Market by Technology
        • 10.2.6.7.3 Rest of Europe AI-Driven Traffic Management Market by Component
        • 10.2.6.7.4 Rest of Europe AI-Driven Traffic Management Market by Application
        • 10.2.6.7.5 Rest of Europe AI-Driven Traffic Management Market by End User
  • 10.3 Asia Pacific AI-Driven Traffic Management Market
    • 10.3.1 Asia Pacific AI-Driven Traffic Management Market by Deployment Mode
      • 10.3.1.1 Asia Pacific Cloud Market by Country
      • 10.3.1.2 Asia Pacific On-Premises Market by Country
    • 10.3.2 Asia Pacific AI-Driven Traffic Management Market by Technology
      • 10.3.2.1 Asia Pacific Machine Learning (ML) Market by Country
      • 10.3.2.2 Asia Pacific Computer Vision Market by Country
      • 10.3.2.3 Asia Pacific Internet of Things (IoT) Market by Country
      • 10.3.2.4 Asia Pacific Natural Language Processing (NLP) Market by Country
      • 10.3.2.5 Asia Pacific Other Technology Market by Country
    • 10.3.3 Asia Pacific AI-Driven Traffic Management Market by Component
      • 10.3.3.1 Asia Pacific Software Market by Country
      • 10.3.3.2 Asia Pacific Hardware Market by Country
      • 10.3.3.3 Asia Pacific Services Market by Country
    • 10.3.4 Asia Pacific AI-Driven Traffic Management Market by Application
      • 10.3.4.1 Asia Pacific Traffic Signal Control Systems Market by Country
      • 10.3.4.2 Asia Pacific Incident Detection & Management Market by Country
      • 10.3.4.3 Asia Pacific Route Optimization Market by Country
      • 10.3.4.4 Asia Pacific Public Transport Management Market by Country
      • 10.3.4.5 Asia Pacific Predictive Analytics Market by Country
    • 10.3.5 Asia Pacific AI-Driven Traffic Management Market by End User
      • 10.3.5.1 Asia Pacific Government Authorities Market by Country
      • 10.3.5.2 Asia Pacific Highway Operators Market by Country
      • 10.3.5.3 Asia Pacific Logistics & Transportation Providers Market by Country
    • 10.3.6 Asia Pacific AI-Driven Traffic Management Market by Country
      • 10.3.6.1 China AI-Driven Traffic Management Market
        • 10.3.6.1.1 China AI-Driven Traffic Management Market by Deployment Mode
        • 10.3.6.1.2 China AI-Driven Traffic Management Market by Technology
        • 10.3.6.1.3 China AI-Driven Traffic Management Market by Component
        • 10.3.6.1.4 China AI-Driven Traffic Management Market by Application
        • 10.3.6.1.5 China AI-Driven Traffic Management Market by End User
      • 10.3.6.2 Japan AI-Driven Traffic Management Market
        • 10.3.6.2.1 Japan AI-Driven Traffic Management Market by Deployment Mode
        • 10.3.6.2.2 Japan AI-Driven Traffic Management Market by Technology
        • 10.3.6.2.3 Japan AI-Driven Traffic Management Market by Component
        • 10.3.6.2.4 Japan AI-Driven Traffic Management Market by Application
        • 10.3.6.2.5 Japan AI-Driven Traffic Management Market by End User
      • 10.3.6.3 India AI-Driven Traffic Management Market
        • 10.3.6.3.1 India AI-Driven Traffic Management Market by Deployment Mode
        • 10.3.6.3.2 India AI-Driven Traffic Management Market by Technology
        • 10.3.6.3.3 India AI-Driven Traffic Management Market by Component
        • 10.3.6.3.4 India AI-Driven Traffic Management Market by Application
        • 10.3.6.3.5 India AI-Driven Traffic Management Market by End User
      • 10.3.6.4 South Korea AI-Driven Traffic Management Market
        • 10.3.6.4.1 South Korea AI-Driven Traffic Management Market by Deployment Mode
        • 10.3.6.4.2 South Korea AI-Driven Traffic Management Market by Technology
        • 10.3.6.4.3 South Korea AI-Driven Traffic Management Market by Component
        • 10.3.6.4.4 South Korea AI-Driven Traffic Management Market by Application
        • 10.3.6.4.5 South Korea AI-Driven Traffic Management Market by End User
      • 10.3.6.5 Australia AI-Driven Traffic Management Market
        • 10.3.6.5.1 Australia AI-Driven Traffic Management Market by Deployment Mode
        • 10.3.6.5.2 Australia AI-Driven Traffic Management Market by Technology
        • 10.3.6.5.3 Australia AI-Driven Traffic Management Market by Component
        • 10.3.6.5.4 Australia AI-Driven Traffic Management Market by Application
        • 10.3.6.5.5 Australia AI-Driven Traffic Management Market by End User
      • 10.3.6.6 Malaysia AI-Driven Traffic Management Market
        • 10.3.6.6.1 Malaysia AI-Driven Traffic Management Market by Deployment Mode
        • 10.3.6.6.2 Malaysia AI-Driven Traffic Management Market by Technology
        • 10.3.6.6.3 Malaysia AI-Driven Traffic Management Market by Component
        • 10.3.6.6.4 Malaysia AI-Driven Traffic Management Market by Application
        • 10.3.6.6.5 Malaysia AI-Driven Traffic Management Market by End User
      • 10.3.6.7 Rest of Asia Pacific AI-Driven Traffic Management Market
        • 10.3.6.7.1 Rest of Asia Pacific AI-Driven Traffic Management Market by Deployment Mode
        • 10.3.6.7.2 Rest of Asia Pacific AI-Driven Traffic Management Market by Technology
        • 10.3.6.7.3 Rest of Asia Pacific AI-Driven Traffic Management Market by Component
        • 10.3.6.7.4 Rest of Asia Pacific AI-Driven Traffic Management Market by Application
        • 10.3.6.7.5 Rest of Asia Pacific AI-Driven Traffic Management Market by End User
  • 10.4 LAMEA AI-Driven Traffic Management Market
    • 10.4.1 LAMEA AI-Driven Traffic Management Market by Deployment Mode
      • 10.4.1.1 LAMEA Cloud Market by Country
      • 10.4.1.2 LAMEA On-Premises Market by Country
    • 10.4.2 LAMEA AI-Driven Traffic Management Market by Technology
      • 10.4.2.1 LAMEA Machine Learning (ML) Market by Country
      • 10.4.2.2 LAMEA Computer Vision Market by Country
      • 10.4.2.3 LAMEA Internet of Things (IoT) Market by Country
      • 10.4.2.4 LAMEA Natural Language Processing (NLP) Market by Country
      • 10.4.2.5 LAMEA Other Technology Market by Country
    • 10.4.3 LAMEA AI-Driven Traffic Management Market by Component
      • 10.4.3.1 LAMEA Software Market by Country
      • 10.4.3.2 LAMEA Hardware Market by Country
      • 10.4.3.3 LAMEA Services Market by Country
    • 10.4.4 LAMEA AI-Driven Traffic Management Market by Application
      • 10.4.4.1 LAMEA Traffic Signal Control Systems Market by Country
      • 10.4.4.2 LAMEA Incident Detection & Management Market by Country
      • 10.4.4.3 LAMEA Route Optimization Market by Country
      • 10.4.4.4 LAMEA Public Transport Management Market by Country
      • 10.4.4.5 LAMEA Predictive Analytics Market by Country
    • 10.4.5 LAMEA AI-Driven Traffic Management Market by End User
      • 10.4.5.1 LAMEA Government Authorities Market by Country
      • 10.4.5.2 LAMEA Highway Operators Market by Country
      • 10.4.5.3 LAMEA Logistics & Transportation Providers Market by Country
    • 10.4.6 LAMEA AI-Driven Traffic Management Market by Country
      • 10.4.6.1 Brazil AI-Driven Traffic Management Market
        • 10.4.6.1.1 Brazil AI-Driven Traffic Management Market by Deployment Mode
        • 10.4.6.1.2 Brazil AI-Driven Traffic Management Market by Technology
        • 10.4.6.1.3 Brazil AI-Driven Traffic Management Market by Component
        • 10.4.6.1.4 Brazil AI-Driven Traffic Management Market by Application
        • 10.4.6.1.5 Brazil AI-Driven Traffic Management Market by End User
      • 10.4.6.2 Argentina AI-Driven Traffic Management Market
        • 10.4.6.2.1 Argentina AI-Driven Traffic Management Market by Deployment Mode
        • 10.4.6.2.2 Argentina AI-Driven Traffic Management Market by Technology
        • 10.4.6.2.3 Argentina AI-Driven Traffic Management Market by Component
        • 10.4.6.2.4 Argentina AI-Driven Traffic Management Market by Application
        • 10.4.6.2.5 Argentina AI-Driven Traffic Management Market by End User
      • 10.4.6.3 UAE AI-Driven Traffic Management Market
        • 10.4.6.3.1 UAE AI-Driven Traffic Management Market by Deployment Mode
        • 10.4.6.3.2 UAE AI-Driven Traffic Management Market by Technology
        • 10.4.6.3.3 UAE AI-Driven Traffic Management Market by Component
        • 10.4.6.3.4 UAE AI-Driven Traffic Management Market by Application
        • 10.4.6.3.5 UAE AI-Driven Traffic Management Market by End User
      • 10.4.6.4 Saudi Arabia AI-Driven Traffic Management Market
        • 10.4.6.4.1 Saudi Arabia AI-Driven Traffic Management Market by Deployment Mode
        • 10.4.6.4.2 Saudi Arabia AI-Driven Traffic Management Market by Technology
        • 10.4.6.4.3 Saudi Arabia AI-Driven Traffic Management Market by Component
        • 10.4.6.4.4 Saudi Arabia AI-Driven Traffic Management Market by Application
        • 10.4.6.4.5 Saudi Arabia AI-Driven Traffic Management Market by End User
      • 10.4.6.5 South Africa AI-Driven Traffic Management Market
        • 10.4.6.5.1 South Africa AI-Driven Traffic Management Market by Deployment Mode
        • 10.4.6.5.2 South Africa AI-Driven Traffic Management Market by Technology
        • 10.4.6.5.3 South Africa AI-Driven Traffic Management Market by Component
        • 10.4.6.5.4 South Africa AI-Driven Traffic Management Market by Application
        • 10.4.6.5.5 South Africa AI-Driven Traffic Management Market by End User
      • 10.4.6.6 Nigeria AI-Driven Traffic Management Market
        • 10.4.6.6.1 Nigeria AI-Driven Traffic Management Market by Deployment Mode
        • 10.4.6.6.2 Nigeria AI-Driven Traffic Management Market by Technology
        • 10.4.6.6.3 Nigeria AI-Driven Traffic Management Market by Component
        • 10.4.6.6.4 Nigeria AI-Driven Traffic Management Market by Application
        • 10.4.6.6.5 Nigeria AI-Driven Traffic Management Market by End User
      • 10.4.6.7 Rest of LAMEA AI-Driven Traffic Management Market
        • 10.4.6.7.1 Rest of LAMEA AI-Driven Traffic Management Market by Deployment Mode
        • 10.4.6.7.2 Rest of LAMEA AI-Driven Traffic Management Market by Technology
        • 10.4.6.7.3 Rest of LAMEA AI-Driven Traffic Management Market by Component
        • 10.4.6.7.4 Rest of LAMEA AI-Driven Traffic Management Market by Application
        • 10.4.6.7.5 Rest of LAMEA AI-Driven Traffic Management Market by End User

Chapter 11. Company Profiles

  • 11.1 Siemens AG (Siemens Mobility)
    • 11.1.1 Company Overview
    • 11.1.2 Financial Analysis
    • 11.1.3 Segmental and Regional Analysis
    • 11.1.4 Research & Development Expense
    • 11.1.5 Recent strategies and developments:
      • 11.1.5.1 Partnerships, Collaborations, and Agreements:
      • 11.1.5.2 Product Launches and Product Expansions:
      • 11.1.5.3 Acquisition and Mergers:
    • 11.1.6 SWOT Analysis
  • 11.2 Iteris, Inc.
    • 11.2.1 Company Overview
    • 11.2.2 Financial Analysis
    • 11.2.3 Research & Development Expenses
    • 11.2.4 Recent strategies and developments:
      • 11.2.4.1 Partnerships, Collaborations, and Agreements:
      • 11.2.4.2 Product Launches and Product Expansions:
  • 11.3 Econolite Group, Inc.
    • 11.3.1 Company Overview
    • 11.3.2 Recent strategies and developments:
      • 11.3.2.1 Partnerships, Collaborations, and Agreements:
      • 11.3.2.2 Acquisition and Mergers:
  • 11.4 Thales Group S.A.
    • 11.4.1 Company Overview
    • 11.4.2 Financial Analysis
    • 11.4.3 Segmental and Regional Analysis
    • 11.4.4 Research & Development Expenses
    • 11.4.5 Recent strategies and developments:
      • 11.4.5.1 Partnerships, Collaborations, and Agreements:
    • 11.4.6 SWOT Analysis
  • 11.5 Huawei Technologies Co., Ltd. (Huawei Investment & Holding Co., Ltd.)
    • 11.5.1 Company Overview
    • 11.5.2 Financial Analysis
    • 11.5.3 Segmental and Regional Analysis
    • 11.5.4 Research & Development Expenses
    • 11.5.5 Recent strategies and developments:
      • 11.5.5.1 Partnerships, Collaborations, and Agreements:
      • 11.5.5.2 Product Launches and Product Expansions:
    • 11.5.6 SWOT Analysis
  • 11.6 SWARCO AG
    • 11.6.1 Company Overview
    • 11.6.2 Recent strategies and developments:
      • 11.6.2.1 Partnerships, Collaborations, and Agreements:
      • 11.6.2.2 Product Launches and Product Expansions:
    • 11.6.3 SWOT Analysis
  • 11.7 Ericsson AB
    • 11.7.1 Company Overview
    • 11.7.2 Financial Analysis
    • 11.7.3 Segmental and Regional Analysis
    • 11.7.4 Research & Development Expense
    • 11.7.5 Recent strategies and developments:
      • 11.7.5.1 Product Launches and Product Expansions:
    • 11.7.6 SWOT Analysis
  • 11.8 IBM Corporation
    • 11.8.1 Company Overview
    • 11.8.2 Financial Analysis
    • 11.8.3 Regional & Segmental Analysis
    • 11.8.4 Research & Development Expenses
    • 11.8.5 Recent strategies and developments:
      • 11.8.5.1 Acquisition and Mergers:
    • 11.8.6 SWOT Analysis
  • 11.9 Indra Sistemas, S.A.
    • 11.9.1 Company Overview
    • 11.9.2 Financial Analysis
    • 11.9.3 Segmental and Regional Analysis
    • 11.9.4 Research & Development Expenses
    • 11.9.5 Recent strategies and developments:
      • 11.9.5.1 Product Launches and Product Expansions:
  • 11.10. ST Engineering Limited
    • 11.10.1 Company Overview
    • 11.10.2 Financial Analysis
    • 11.10.3 Segmental and Regional Analysis

Chapter 12. Winning Imperatives of AI-Driven Traffic Management Market

Show more

LIST OF TABLES

  • TABLE 1 Global AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 2 Global AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- AI-Driven Traffic Management Market
  • TABLE 4 Product Launches And Product Expansions- AI-Driven Traffic Management Market
  • TABLE 5 Acquisition and Mergers- AI-Driven Traffic Management Market
  • TABLE 6 Global AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 7 Global AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 8 Global Cloud Market by Region, 2020 - 2023, USD Million
  • TABLE 9 Global Cloud Market by Region, 2024 - 2031, USD Million
  • TABLE 10 Global On-Premises Market by Region, 2020 - 2023, USD Million
  • TABLE 11 Global On-Premises Market by Region, 2024 - 2031, USD Million
  • TABLE 12 Global AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 13 Global AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 14 Global Machine Learning (ML) Market by Region, 2020 - 2023, USD Million
  • TABLE 15 Global Machine Learning (ML) Market by Region, 2024 - 2031, USD Million
  • TABLE 16 Global Computer Vision Market by Region, 2020 - 2023, USD Million
  • TABLE 17 Global Computer Vision Market by Region, 2024 - 2031, USD Million
  • TABLE 18 Global Internet of Things (IoT) Market by Region, 2020 - 2023, USD Million
  • TABLE 19 Global Internet of Things (IoT) Market by Region, 2024 - 2031, USD Million
  • TABLE 20 Global Natural Language Processing (NLP) Market by Region, 2020 - 2023, USD Million
  • TABLE 21 Global Natural Language Processing (NLP) Market by Region, 2024 - 2031, USD Million
  • TABLE 22 Global Other Technology Market by Region, 2020 - 2023, USD Million
  • TABLE 23 Global Other Technology Market by Region, 2024 - 2031, USD Million
  • TABLE 24 Global AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 25 Global AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 26 Global Software Market by Region, 2020 - 2023, USD Million
  • TABLE 27 Global Software Market by Region, 2024 - 2031, USD Million
  • TABLE 28 Global Hardware Market by Region, 2020 - 2023, USD Million
  • TABLE 29 Global Hardware Market by Region, 2024 - 2031, USD Million
  • TABLE 30 Global Services Market by Region, 2020 - 2023, USD Million
  • TABLE 31 Global Services Market by Region, 2024 - 2031, USD Million
  • TABLE 32 Global AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 33 Global AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 34 Global Traffic Signal Control Systems Market by Region, 2020 - 2023, USD Million
  • TABLE 35 Global Traffic Signal Control Systems Market by Region, 2024 - 2031, USD Million
  • TABLE 36 Global Incident Detection & Management Market by Region, 2020 - 2023, USD Million
  • TABLE 37 Global Incident Detection & Management Market by Region, 2024 - 2031, USD Million
  • TABLE 38 Global Route Optimization Market by Region, 2020 - 2023, USD Million
  • TABLE 39 Global Route Optimization Market by Region, 2024 - 2031, USD Million
  • TABLE 40 Global Public Transport Management Market by Region, 2020 - 2023, USD Million
  • TABLE 41 Global Public Transport Management Market by Region, 2024 - 2031, USD Million
  • TABLE 42 Global Predictive Analytics Market by Region, 2020 - 2023, USD Million
  • TABLE 43 Global Predictive Analytics Market by Region, 2024 - 2031, USD Million
  • TABLE 44 Global AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 45 Global AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 46 Global Government Authorities Market by Region, 2020 - 2023, USD Million
  • TABLE 47 Global Government Authorities Market by Region, 2024 - 2031, USD Million
  • TABLE 48 Global Highway Operators Market by Region, 2020 - 2023, USD Million
  • TABLE 49 Global Highway Operators Market by Region, 2024 - 2031, USD Million
  • TABLE 50 Global Logistics & Transportation Providers Market by Region, 2020 - 2023, USD Million
  • TABLE 51 Global Logistics & Transportation Providers Market by Region, 2024 - 2031, USD Million
  • TABLE 52 Global AI-Driven Traffic Management Market by Region, 2020 - 2023, USD Million
  • TABLE 53 Global AI-Driven Traffic Management Market by Region, 2024 - 2031, USD Million
  • TABLE 54 North America AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 55 North America AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 56 North America AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 57 North America AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 58 North America Cloud Market by Region, 2020 - 2023, USD Million
  • TABLE 59 North America Cloud Market by Region, 2024 - 2031, USD Million
  • TABLE 60 North America On-Premises Market by Region, 2020 - 2023, USD Million
  • TABLE 61 North America On-Premises Market by Region, 2024 - 2031, USD Million
  • TABLE 62 North America AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 63 North America AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 64 North America Machine Learning (ML) Market by Country, 2020 - 2023, USD Million
  • TABLE 65 North America Machine Learning (ML) Market by Country, 2024 - 2031, USD Million
  • TABLE 66 North America Computer Vision Market by Country, 2020 - 2023, USD Million
  • TABLE 67 North America Computer Vision Market by Country, 2024 - 2031, USD Million
  • TABLE 68 North America Internet of Things (IoT) Market by Country, 2020 - 2023, USD Million
  • TABLE 69 North America Internet of Things (IoT) Market by Country, 2024 - 2031, USD Million
  • TABLE 70 North America Natural Language Processing (NLP) Market by Country, 2020 - 2023, USD Million
  • TABLE 71 North America Natural Language Processing (NLP) Market by Country, 2024 - 2031, USD Million
  • TABLE 72 North America Other Technology Market by Country, 2020 - 2023, USD Million
  • TABLE 73 North America Other Technology Market by Country, 2024 - 2031, USD Million
  • TABLE 74 North America AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 75 North America AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 76 North America Software Market by Country, 2020 - 2023, USD Million
  • TABLE 77 North America Software Market by Country, 2024 - 2031, USD Million
  • TABLE 78 North America Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 79 North America Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 80 North America Services Market by Country, 2020 - 2023, USD Million
  • TABLE 81 North America Services Market by Country, 2024 - 2031, USD Million
  • TABLE 82 North America AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 83 North America AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 84 North America Traffic Signal Control Systems Market by Country, 2020 - 2023, USD Million
  • TABLE 85 North America Traffic Signal Control Systems Market by Country, 2024 - 2031, USD Million
  • TABLE 86 North America Incident Detection & Management Market by Country, 2020 - 2023, USD Million
  • TABLE 87 North America Incident Detection & Management Market by Country, 2024 - 2031, USD Million
  • TABLE 88 North America Route Optimization Market by Country, 2020 - 2023, USD Million
  • TABLE 89 North America Route Optimization Market by Country, 2024 - 2031, USD Million
  • TABLE 90 North America Public Transport Management Market by Country, 2020 - 2023, USD Million
  • TABLE 91 North America Public Transport Management Market by Country, 2024 - 2031, USD Million
  • TABLE 92 North America Predictive Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 93 North America Predictive Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 94 North America AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 95 North America AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 96 North America Government Authorities Market by Country, 2020 - 2023, USD Million
  • TABLE 97 North America Government Authorities Market by Country, 2024 - 2031, USD Million
  • TABLE 98 North America Highway Operators Market by Country, 2020 - 2023, USD Million
  • TABLE 99 North America Highway Operators Market by Country, 2024 - 2031, USD Million
  • TABLE 100 North America Logistics & Transportation Providers Market by Country, 2020 - 2023, USD Million
  • TABLE 101 North America Logistics & Transportation Providers Market by Country, 2024 - 2031, USD Million
  • TABLE 102 North America AI-Driven Traffic Management Market by Country, 2020 - 2023, USD Million
  • TABLE 103 North America AI-Driven Traffic Management Market by Country, 2024 - 2031, USD Million
  • TABLE 104 US AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 105 US AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 106 US AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 107 US AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 108 US AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 109 US AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 110 US AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 111 US AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 112 US AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 113 US AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 114 US AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 115 US AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 116 Canada AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 117 Canada AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 118 Canada AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 119 Canada AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 120 Canada AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 121 Canada AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 122 Canada AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 123 Canada AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 124 Canada AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 125 Canada AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 126 Canada AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 127 Canada AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 128 Mexico AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 129 Mexico AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 130 Mexico AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 131 Mexico AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 132 Mexico AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 133 Mexico AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 134 Mexico AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 135 Mexico AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 136 Mexico AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 137 Mexico AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 138 Mexico AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 139 Mexico AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 140 Rest of North America AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 141 Rest of North America AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 142 Rest of North America AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 143 Rest of North America AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 144 Rest of North America AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 145 Rest of North America AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 146 Rest of North America AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 147 Rest of North America AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 148 Rest of North America AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 149 Rest of North America AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 150 Rest of North America AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 151 Rest of North America AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 152 Europe AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 153 Europe AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 154 Europe AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 155 Europe AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 156 Europe Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 157 Europe Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 158 Europe On-Premises Market by Country, 2020 - 2023, USD Million
  • TABLE 159 Europe On-Premises Market by Country, 2024 - 2031, USD Million
  • TABLE 160 Europe AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 161 Europe AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 162 Europe Machine Learning (ML) Market by Country, 2020 - 2023, USD Million
  • TABLE 163 Europe Machine Learning (ML) Market by Country, 2024 - 2031, USD Million
  • TABLE 164 Europe Computer Vision Market by Country, 2020 - 2023, USD Million
  • TABLE 165 Europe Computer Vision Market by Country, 2024 - 2031, USD Million
  • TABLE 166 Europe Internet of Things (IoT) Market by Country, 2020 - 2023, USD Million
  • TABLE 167 Europe Internet of Things (IoT) Market by Country, 2024 - 2031, USD Million
  • TABLE 168 Europe Natural Language Processing (NLP) Market by Country, 2020 - 2023, USD Million
  • TABLE 169 Europe Natural Language Processing (NLP) Market by Country, 2024 - 2031, USD Million
  • TABLE 170 Europe Other Technology Market by Country, 2020 - 2023, USD Million
  • TABLE 171 Europe Other Technology Market by Country, 2024 - 2031, USD Million
  • TABLE 172 Europe AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 173 Europe AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 174 Europe Software Market by Country, 2020 - 2023, USD Million
  • TABLE 175 Europe Software Market by Country, 2024 - 2031, USD Million
  • TABLE 176 Europe Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 177 Europe Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 178 Europe Services Market by Country, 2020 - 2023, USD Million
  • TABLE 179 Europe Services Market by Country, 2024 - 2031, USD Million
  • TABLE 180 Europe AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 181 Europe AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 182 Europe Traffic Signal Control Systems Market by Country, 2020 - 2023, USD Million
  • TABLE 183 Europe Traffic Signal Control Systems Market by Country, 2024 - 2031, USD Million
  • TABLE 184 Europe Incident Detection & Management Market by Country, 2020 - 2023, USD Million
  • TABLE 185 Europe Incident Detection & Management Market by Country, 2024 - 2031, USD Million
  • TABLE 186 Europe Route Optimization Market by Country, 2020 - 2023, USD Million
  • TABLE 187 Europe Route Optimization Market by Country, 2024 - 2031, USD Million
  • TABLE 188 Europe Public Transport Management Market by Country, 2020 - 2023, USD Million
  • TABLE 189 Europe Public Transport Management Market by Country, 2024 - 2031, USD Million
  • TABLE 190 Europe Predictive Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 191 Europe Predictive Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 192 Europe AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 193 Europe AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 194 Europe Government Authorities Market by Country, 2020 - 2023, USD Million
  • TABLE 195 Europe Government Authorities Market by Country, 2024 - 2031, USD Million
  • TABLE 196 Europe Highway Operators Market by Country, 2020 - 2023, USD Million
  • TABLE 197 Europe Highway Operators Market by Country, 2024 - 2031, USD Million
  • TABLE 198 Europe Logistics & Transportation Providers Market by Country, 2020 - 2023, USD Million
  • TABLE 199 Europe Logistics & Transportation Providers Market by Country, 2024 - 2031, USD Million
  • TABLE 200 Europe AI-Driven Traffic Management Market by Country, 2020 - 2023, USD Million
  • TABLE 201 Europe AI-Driven Traffic Management Market by Country, 2024 - 2031, USD Million
  • TABLE 202 Germany AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 203 Germany AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 204 Germany AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 205 Germany AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 206 Germany AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 207 Germany AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 208 Germany AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 209 Germany AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 210 Germany AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 211 Germany AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 212 Germany AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 213 Germany AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 214 UK AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 215 UK AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 216 UK AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 217 UK AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 218 UK AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 219 UK AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 220 UK AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 221 UK AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 222 UK AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 223 UK AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 224 UK AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 225 UK AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 226 France AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 227 France AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 228 France AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 229 France AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 230 France AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 231 France AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 232 France AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 233 France AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 234 France AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 235 France AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 236 France AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 237 France AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 238 Russia AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 239 Russia AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 240 Russia AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 241 Russia AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 242 Russia AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 243 Russia AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 244 Russia AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 245 Russia AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 246 Russia AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 247 Russia AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 248 Russia AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 249 Russia AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 250 Spain AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 251 Spain AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 252 Spain AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 253 Spain AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 254 Spain AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 255 Spain AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 256 Spain AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 257 Spain AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 258 Spain AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 259 Spain AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 260 Spain AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 261 Spain AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 262 Italy AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 263 Italy AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 264 Italy AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 265 Italy AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 266 Italy AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 267 Italy AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 268 Italy AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 269 Italy AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 270 Italy AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 271 Italy AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 272 Italy AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 273 Italy AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 274 Rest of Europe AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 275 Rest of Europe AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 276 Rest of Europe AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 277 Rest of Europe AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 278 Rest of Europe AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 279 Rest of Europe AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 280 Rest of Europe AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 281 Rest of Europe AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 282 Rest of Europe AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 283 Rest of Europe AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 284 Rest of Europe AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 285 Rest of Europe AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 286 Asia Pacific AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 287 Asia Pacific AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 288 Asia Pacific AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 289 Asia Pacific AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 290 Asia Pacific Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 291 Asia Pacific Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 292 Asia Pacific On-Premises Market by Country, 2020 - 2023, USD Million
  • TABLE 293 Asia Pacific On-Premises Market by Country, 2024 - 2031, USD Million
  • TABLE 294 Asia Pacific AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 295 Asia Pacific AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 296 Asia Pacific Machine Learning (ML) Market by Country, 2020 - 2023, USD Million
  • TABLE 297 Asia Pacific Machine Learning (ML) Market by Country, 2024 - 2031, USD Million
  • TABLE 298 Asia Pacific Computer Vision Market by Country, 2020 - 2023, USD Million
  • TABLE 299 Asia Pacific Computer Vision Market by Country, 2024 - 2031, USD Million
  • TABLE 300 Asia Pacific Internet of Things (IoT) Market by Country, 2020 - 2023, USD Million
  • TABLE 301 Asia Pacific Internet of Things (IoT) Market by Country, 2024 - 2031, USD Million
  • TABLE 302 Asia Pacific Natural Language Processing (NLP) Market by Country, 2020 - 2023, USD Million
  • TABLE 303 Asia Pacific Natural Language Processing (NLP) Market by Country, 2024 - 2031, USD Million
  • TABLE 304 Asia Pacific Other Technology Market by Country, 2020 - 2023, USD Million
  • TABLE 305 Asia Pacific Other Technology Market by Country, 2024 - 2031, USD Million
  • TABLE 306 Asia Pacific AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 307 Asia Pacific AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 308 Asia Pacific Software Market by Country, 2020 - 2023, USD Million
  • TABLE 309 Asia Pacific Software Market by Country, 2024 - 2031, USD Million
  • TABLE 310 Asia Pacific Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 311 Asia Pacific Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 312 Asia Pacific Services Market by Country, 2020 - 2023, USD Million
  • TABLE 313 Asia Pacific Services Market by Country, 2024 - 2031, USD Million
  • TABLE 314 Asia Pacific AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 315 Asia Pacific AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 316 Asia Pacific Traffic Signal Control Systems Market by Country, 2020 - 2023, USD Million
  • TABLE 317 Asia Pacific Traffic Signal Control Systems Market by Country, 2024 - 2031, USD Million
  • TABLE 318 Asia Pacific Incident Detection & Management Market by Country, 2020 - 2023, USD Million
  • TABLE 319 Asia Pacific Incident Detection & Management Market by Country, 2024 - 2031, USD Million
  • TABLE 320 Asia Pacific Route Optimization Market by Country, 2020 - 2023, USD Million
  • TABLE 321 Asia Pacific Route Optimization Market by Country, 2024 - 2031, USD Million
  • TABLE 322 Asia Pacific Public Transport Management Market by Country, 2020 - 2023, USD Million
  • TABLE 323 Asia Pacific Public Transport Management Market by Country, 2024 - 2031, USD Million
  • TABLE 324 Asia Pacific Predictive Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 325 Asia Pacific Predictive Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 326 Asia Pacific AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 327 Asia Pacific AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 328 Asia Pacific Government Authorities Market by Country, 2020 - 2023, USD Million
  • TABLE 329 Asia Pacific Government Authorities Market by Country, 2024 - 2031, USD Million
  • TABLE 330 Asia Pacific Highway Operators Market by Country, 2020 - 2023, USD Million
  • TABLE 331 Asia Pacific Highway Operators Market by Country, 2024 - 2031, USD Million
  • TABLE 332 Asia Pacific Logistics & Transportation Providers Market by Country, 2020 - 2023, USD Million
  • TABLE 333 Asia Pacific Logistics & Transportation Providers Market by Country, 2024 - 2031, USD Million
  • TABLE 334 Asia Pacific AI-Driven Traffic Management Market by Country, 2020 - 2023, USD Million
  • TABLE 335 Asia Pacific AI-Driven Traffic Management Market by Country, 2024 - 2031, USD Million
  • TABLE 336 China AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 337 China AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 338 China AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 339 China AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 340 China AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 341 China AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 342 China AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 343 China AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 344 China AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 345 China AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 346 China AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 347 China AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 348 Japan AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 349 Japan AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 350 Japan AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 351 Japan AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 352 Japan AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 353 Japan AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 354 Japan AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 355 Japan AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 356 Japan AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 357 Japan AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 358 Japan AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 359 Japan AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 360 India AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 361 India AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 362 India AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 363 India AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 364 India AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 365 India AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 366 India AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 367 India AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 368 India AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 369 India AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 370 India AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 371 India AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 372 South Korea AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 373 South Korea AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 374 South Korea AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 375 South Korea AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 376 South Korea AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 377 South Korea AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 378 South Korea AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 379 South Korea AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 380 South Korea AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 381 South Korea AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 382 South Korea AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 383 South Korea AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 384 Australia AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 385 Australia AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 386 Australia AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 387 Australia AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 388 Australia AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 389 Australia AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 390 Australia AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 391 Australia AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 392 Australia AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 393 Australia AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 394 Australia AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 395 Australia AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 396 Malaysia AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 397 Malaysia AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 398 Malaysia AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 399 Malaysia AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 400 Malaysia AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 401 Malaysia AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 402 Malaysia AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 403 Malaysia AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 404 Malaysia AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 405 Malaysia AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 406 Malaysia AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 407 Malaysia AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 408 Rest of Asia Pacific AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 409 Rest of Asia Pacific AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 410 Rest of Asia Pacific AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 411 Rest of Asia Pacific AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 412 Rest of Asia Pacific AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 413 Rest of Asia Pacific AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 414 Rest of Asia Pacific AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 415 Rest of Asia Pacific AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 416 Rest of Asia Pacific AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 417 Rest of Asia Pacific AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 418 Rest of Asia Pacific AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 419 Rest of Asia Pacific AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 420 LAMEA AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 421 LAMEA AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 422 LAMEA AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 423 LAMEA AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 424 LAMEA Cloud Market by Country, 2020 - 2023, USD Million
  • TABLE 425 LAMEA Cloud Market by Country, 2024 - 2031, USD Million
  • TABLE 426 LAMEA On-Premises Market by Country, 2020 - 2023, USD Million
  • TABLE 427 LAMEA On-Premises Market by Country, 2024 - 2031, USD Million
  • TABLE 428 LAMEA AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 429 LAMEA AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 430 LAMEA Machine Learning (ML) Market by Country, 2020 - 2023, USD Million
  • TABLE 431 LAMEA Machine Learning (ML) Market by Country, 2024 - 2031, USD Million
  • TABLE 432 LAMEA Computer Vision Market by Country, 2020 - 2023, USD Million
  • TABLE 433 LAMEA Computer Vision Market by Country, 2024 - 2031, USD Million
  • TABLE 434 LAMEA Internet of Things (IoT) Market by Country, 2020 - 2023, USD Million
  • TABLE 435 LAMEA Internet of Things (IoT) Market by Country, 2024 - 2031, USD Million
  • TABLE 436 LAMEA Natural Language Processing (NLP) Market by Country, 2020 - 2023, USD Million
  • TABLE 437 LAMEA Natural Language Processing (NLP) Market by Country, 2024 - 2031, USD Million
  • TABLE 438 LAMEA Other Technology Market by Country, 2020 - 2023, USD Million
  • TABLE 439 LAMEA Other Technology Market by Country, 2024 - 2031, USD Million
  • TABLE 440 LAMEA AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 441 LAMEA AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 442 LAMEA Software Market by Country, 2020 - 2023, USD Million
  • TABLE 443 LAMEA Software Market by Country, 2024 - 2031, USD Million
  • TABLE 444 LAMEA Hardware Market by Country, 2020 - 2023, USD Million
  • TABLE 445 LAMEA Hardware Market by Country, 2024 - 2031, USD Million
  • TABLE 446 LAMEA Services Market by Country, 2020 - 2023, USD Million
  • TABLE 447 LAMEA Services Market by Country, 2024 - 2031, USD Million
  • TABLE 448 LAMEA AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 449 LAMEA AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 450 LAMEA Traffic Signal Control Systems Market by Country, 2020 - 2023, USD Million
  • TABLE 451 LAMEA Traffic Signal Control Systems Market by Country, 2024 - 2031, USD Million
  • TABLE 452 LAMEA Incident Detection & Management Market by Country, 2020 - 2023, USD Million
  • TABLE 453 LAMEA Incident Detection & Management Market by Country, 2024 - 2031, USD Million
  • TABLE 454 LAMEA Route Optimization Market by Country, 2020 - 2023, USD Million
  • TABLE 455 LAMEA Route Optimization Market by Country, 2024 - 2031, USD Million
  • TABLE 456 LAMEA Public Transport Management Market by Country, 2020 - 2023, USD Million
  • TABLE 457 LAMEA Public Transport Management Market by Country, 2024 - 2031, USD Million
  • TABLE 458 LAMEA Predictive Analytics Market by Country, 2020 - 2023, USD Million
  • TABLE 459 LAMEA Predictive Analytics Market by Country, 2024 - 2031, USD Million
  • TABLE 460 LAMEA AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 461 LAMEA AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 462 LAMEA Government Authorities Market by Country, 2020 - 2023, USD Million
  • TABLE 463 LAMEA Government Authorities Market by Country, 2024 - 2031, USD Million
  • TABLE 464 LAMEA Highway Operators Market by Country, 2020 - 2023, USD Million
  • TABLE 465 LAMEA Highway Operators Market by Country, 2024 - 2031, USD Million
  • TABLE 466 LAMEA Logistics & Transportation Providers Market by Country, 2020 - 2023, USD Million
  • TABLE 467 LAMEA Logistics & Transportation Providers Market by Country, 2024 - 2031, USD Million
  • TABLE 468 LAMEA AI-Driven Traffic Management Market by Country, 2020 - 2023, USD Million
  • TABLE 469 LAMEA AI-Driven Traffic Management Market by Country, 2024 - 2031, USD Million
  • TABLE 470 Brazil AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 471 Brazil AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 472 Brazil AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 473 Brazil AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 474 Brazil AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 475 Brazil AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 476 Brazil AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 477 Brazil AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 478 Brazil AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 479 Brazil AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 480 Brazil AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 481 Brazil AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 482 Argentina AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 483 Argentina AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 484 Argentina AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 485 Argentina AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 486 Argentina AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 487 Argentina AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 488 Argentina AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 489 Argentina AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 490 Argentina AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 491 Argentina AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 492 Argentina AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 493 Argentina AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 494 UAE AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 495 UAE AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 496 UAE AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 497 UAE AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 498 UAE AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 499 UAE AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 500 UAE AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 501 UAE AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 502 UAE AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 503 UAE AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 504 UAE AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 505 UAE AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 506 Saudi Arabia AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 507 Saudi Arabia AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 508 Saudi Arabia AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 509 Saudi Arabia AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 510 Saudi Arabia AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 511 Saudi Arabia AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 512 Saudi Arabia AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 513 Saudi Arabia AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 514 Saudi Arabia AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 515 Saudi Arabia AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 516 Saudi Arabia AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 517 Saudi Arabia AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 518 South Africa AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 519 South Africa AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 520 South Africa AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 521 South Africa AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 522 South Africa AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 523 South Africa AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 524 South Africa AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 525 South Africa AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 526 South Africa AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 527 South Africa AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 528 South Africa AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 529 South Africa AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 530 Nigeria AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 531 Nigeria AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 532 Nigeria AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 533 Nigeria AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 534 Nigeria AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 535 Nigeria AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 536 Nigeria AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 537 Nigeria AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 538 Nigeria AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 539 Nigeria AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 540 Nigeria AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 541 Nigeria AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 542 Rest of LAMEA AI-Driven Traffic Management Market, 2020 - 2023, USD Million
  • TABLE 543 Rest of LAMEA AI-Driven Traffic Management Market, 2024 - 2031, USD Million
  • TABLE 544 Rest of LAMEA AI-Driven Traffic Management Market by Deployment Mode, 2020 - 2023, USD Million
  • TABLE 545 Rest of LAMEA AI-Driven Traffic Management Market by Deployment Mode, 2024 - 2031, USD Million
  • TABLE 546 Rest of LAMEA AI-Driven Traffic Management Market by Technology, 2020 - 2023, USD Million
  • TABLE 547 Rest of LAMEA AI-Driven Traffic Management Market by Technology, 2024 - 2031, USD Million
  • TABLE 548 Rest of LAMEA AI-Driven Traffic Management Market by Component, 2020 - 2023, USD Million
  • TABLE 549 Rest of LAMEA AI-Driven Traffic Management Market by Component, 2024 - 2031, USD Million
  • TABLE 550 Rest of LAMEA AI-Driven Traffic Management Market by Application, 2020 - 2023, USD Million
  • TABLE 551 Rest of LAMEA AI-Driven Traffic Management Market by Application, 2024 - 2031, USD Million
  • TABLE 552 Rest of LAMEA AI-Driven Traffic Management Market by End User, 2020 - 2023, USD Million
  • TABLE 553 Rest of LAMEA AI-Driven Traffic Management Market by End User, 2024 - 2031, USD Million
  • TABLE 554 Key Information - Siemens AG
  • TABLE 555 Key Information - ITERIS, INC.
  • TABLE 556 Key Information - Econolite Group, Inc.
  • TABLE 557 Key Information - Thales Group S.A.
  • TABLE 558 Key Information - Huawei Technologies Co., Ltd.
  • TABLE 559 Key Information - SWARCO AG
  • TABLE 560 key information - Ericsson AB
  • TABLE 561 Key Information - IBM Corporation
  • TABLE 562 Key Information - Indra Sistemas, S.A.
  • TABLE 563 Key Information - ST Engineering Limited
Show more
Have a question?
Picture

Jeroen Van Heghe

Manager - EMEA

+32-2-535-7543

Picture

Christine Sirois

Manager - Americas

+1-860-674-8796

Questions? Please give us a call or visit the contact form.
Contact Us +1-866-353-3335
Hi, how can we help?
Contact us!