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2013858

커브 관리 인공지능(AI) 시장 보고서(2026년)

Curb Management Artificial Intelligence (AI) Global Market Report 2026

발행일: | 리서치사: 구분자 The Business Research Company | 페이지 정보: 영문 250 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    




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최근 커브 관리 인공지능(AI) 시장 규모는 비약적으로 확대되고 있습니다. 시장은 2025년 17억 달러에서 2026년에는 21억 1,000만 달러로 성장할 것으로 예상되며, CAGR은 24.0%를 기록할 전망입니다. 지난 몇 년간의 성장 요인으로는 도심의 교통 체증 악화, 도심의 차량 밀도 증가, 스마트 시티 프로그램 도입 확대, 전자상거래 배송량 증가, 효율적인 커브사이드 규제에 대한 요구 증가 등을 꼽을 수 있습니다.

커브 관리 인공지능(AI) 시장 규모는 향후 몇 년간 비약적인 성장이 전망됩니다. CAGR 23.8%로 확대될 전망이며, 2030년에는 49억 4,000만 달러에 달할 것으로 예측됩니다. 예측 기간 동안의 성장은 AI 모빌리티 시스템에 대한 투자 확대, 실시간 도로변 분석에 대한 수요 증가, 디지털 교통 인프라 확대, 지능형 교통 솔루션의 보급 확대, 최적화된 라스트 마일 배송 업무에 대한 수요 증가에 기인할 것으로 보입니다. 예측 기간의 주요 동향으로는 AI를 활용한 커브 분석 기술의 발전, IoT 통합형 커브 시스템의 혁신, 클라우드 기반 모빌리티 플랫폼의 발전, 예측 교통 모델링의 연구개발, 멀티모달 스마트 모빌리티 생태계의 발전 등을 들 수 있습니다.

라스트 마일 배송 활동의 증가는 향후 커브 관리 인공지능(AI) 시장의 성장을 견인할 것으로 예상됩니다. 라스트 마일 배송은 물류센터나 창고에서 최종 고객의 집 앞까지 상품을 운송하는 배송 프로세스의 마지막 단계를 의미하며, 신속하고 효율적이며 고객 중심의 이행에 중점을 둡니다. 전자상거래가 급증함에 따라 온라인 쇼핑을 이용하는 소비자들이 늘어나면서 빠른 집 앞 배송을 기대하는 경향이 강해졌고, 이로 인해 라스트 마일 배송 활동이 크게 증가하고 있습니다. 커브 관리 AI는 주차 공간, 적재 구역, 교통 상황에 대한 실시간 데이터를 활용하여 도로변 접근을 최적화하고, 배송 차량의 대기 시간을 최소화하며, 교통 체증을 줄여 보다 신속하고 효율적으로 배송을 완료하여 라스트 마일 배송을 지원합니다. 예를 들어, 2025년 6월 네덜란드 소비자 및 시장청(ACM)에 따르면, 네덜란드에 기반을 둔 독립 규제 기관인 네덜란드 소비자 및 시장청(ACM)에 따르면, 2024년 네덜란드의 택배 취급량은 2023년에 비해 증가했으며, 택배 보관함 수는 2,800개에서 4,800개로 크게 증가하여 전년 대비 70 증가하여 전년 대비 70% 증가했습니다. 그러나 여전히 집 앞 배달이 가장 선호되는 선택이며, 전체 배달의 80% 이상을 차지합니다. 따라서 라스트 마일 배송 활동의 증가가 커브 관리 인공지능(AI) 시장의 성장을 주도하고 있습니다.

커브 관리 AI 시장에서 사업을 전개하는 주요 기업들은 상용차 운영을 최적화하기 위해 디지털 커브 규제 플랫폼과 같은 기술적 진보를 중요시하고 있습니다. 이 기술은 물리적 도로 규제와 제한을 기계가 읽을 수 있는 형식으로 변환하여 지자체가 적재 구역을 동적으로 관리하고, 교통 체증을 줄이며, 통합 모바일 애플리케이션을 통해 배송 차량에 실시간 주차 인센티브를 제공할 수 있게 해줍니다. 예를 들어, 2024년 2월 도시용 모빌리티 데이터 플랫폼을 제공하는 미국 기업 Populus는 전 세계에서 150개 기업이 응모한 가운데 선정된 13개 기술 기업과 함께 'Transit Tech Lab(TTL)' 파일럿 프로그램을 시작했습니다. 이 프로그램은 인공지능, LiDAR, 로보틱스, 데이터 플랫폼 등 혁신적인 솔루션을 도입하여 고객 경험, 기후 변화에 대한 내성, 곡선 관리 등을 개선하기 위해 노력하고 있습니다. 이 프로젝트는 이러한 기술을 개념증명(PoC) 단계에서 대규모 실증 실험으로 발전시켜 실시간 서비스 변경 정보 전달, 지연 감소, 안전 및 청결도 향상, 정전 예측 분석, 승객 흐름 최적화, 특별교통수단(Paratransit) 도구 강화, 그리고 뉴욕시의 12개 데이터세트에서 통합된 주차 미터기, 센서, 카메라, 모바일 데이터를 활용한 동적 갓길 공간 할당 실현에 중점을 두고 있습니다.

자주 묻는 질문

  • 커브 관리 인공지능(AI) 시장 규모는 어떻게 변화할 것으로 예상되나요?
  • 커브 관리 인공지능(AI) 시장의 성장 요인은 무엇인가요?
  • 라스트 마일 배송의 증가는 커브 관리 AI 시장에 어떤 영향을 미치나요?
  • 커브 관리 AI 시장에서 주요 기업들은 어떤 기술적 진보를 중요시하나요?
  • 커브 관리 AI 시장의 주요 동향은 무엇인가요?

목차

제1장 주요 요약

제2장 시장 특징

제3장 시장 공급망 분석

제4장 세계 시장 동향 및 전략

제5장 최종 이용 산업 시장 분석

제6장 시장 : 금리, 인플레이션, 지정학, 무역 전쟁 및 관세의 영향, 관세 전쟁과 무역 보호주의가 공급망에 미치는 영향, 코로나가 시장에 미치는 영향을 포함한 거시경제 시나리오

제7장 세계의 전략 분석 프레임워크, 현재 시장 규모, 시장 비교 및 성장률 분석

제8장 시장에서 세계의 총 잠재 시장 규모(TAM)

제9장 시장 세분화

제10장 지역별 및 국가별 분석

제11장 아시아태평양 시장

제12장 중국 시장

제13장 인도 시장

제14장 일본 시장

제15장 호주 시장

제16장 인도네시아 시장

제17장 한국 시장

제18장 대만 시장

제19장 동남아시아 시장

제20장 서유럽 시장

제21장 영국 시장

제22장 독일 시장

제23장 프랑스 시장

제24장 이탈리아 시장

제25장 스페인 시장

제26장 동유럽 시장

제27장 러시아 시장

제28장 북미 시장

제29장 미국 시장

제30장 캐나다 시장

제31장 남미 시장

제32장 브라질 시장

제33장 중동 시장

제34장 아프리카 시장

제35장 시장 규제 상황 및 투자 환경

제36장 경쟁 구도 및 기업 개요

제37장 기타 주요 기업 및 혁신적 기업

제38장 세계의 시장 경쟁 벤치마킹 및 대시보드

제39장 시장에 등장 예정 스타트업

제40장 주요 인수합병

제41장 시장 잠재력이 높은 국가, 부문 및 전략

제42장 부록

AJY

Curb management artificial intelligence (AI) refers to the application of advanced artificial intelligence technologies to optimize the allocation and use of curb space in urban areas. It enables real-time monitoring, predictive analytics, and automated decision-making to efficiently manage parking, loading zones, and traffic flow. By analyzing data from sensors, cameras, and connected vehicles, it helps reduce congestion, improve safety, and enhance urban mobility.

The main components of curb management artificial intelligence (AI) include software, hardware, and services. Software refers to AI-driven platforms developed to optimize curb utilization by managing traffic flow, tracking parking availability, automating enforcement, and enabling real-time decision-making for efficient urban mobility. The deployment modes include on-premises and cloud-based solutions. The applications include traffic management, parking management, freight and delivery management, public transportation, and others. The end users include municipalities, commercial operators, logistics companies, airports, and others.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

Tariffs have influenced the curb management artificial intelligence market by increasing costs for imported hardware such as sensors, cameras, smart signage, and communication devices. Hardware heavy deployments for real time curb monitoring are most affected, particularly in regions reliant on global electronics supply chains such as asia pacific and europe. These pressures may slow large scale municipal rollouts. At the same time, tariffs are encouraging a shift toward cloud based software platforms, analytics driven optimization, and locally integrated systems, supporting long term scalability and resilience.

The curb management artificial intelligence (AI) market research report is one of a series of new reports from The Business Research Company that provides curb management artificial intelligence (AI) market statistics, including curb management artificial intelligence (AI) industry global market size, regional shares, competitors with an curb management artificial intelligence (AI) market share, detailed curb management artificial intelligence (AI) market segments, market trends and opportunities, and any further data you may need to thrive in the curb management artificial intelligence (AI) industry. The curb management artificial intelligence (AI) market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The curb management artificial intelligence (AI) market size has grown exponentially in recent years. It will grow from $1.70 billion in 2025 to $2.11 billion in 2026 at a compound annual growth rate (CAGR) of 24.0%. The growth in the historic period can be attributed to increasing urban congestion levels, growing urban vehicle density, rising adoption of smart city programs, expanding e-commerce delivery volumes, and increasing need for efficient curbside regulation.

The curb management artificial intelligence (AI) market size is expected to see exponential growth in the next few years. It will grow to $4.94 billion in 2030 at a compound annual growth rate (CAGR) of 23.8%. The growth in the forecast period can be attributed to growing investments in artificial intelligence mobility systems, rising demand for real-time curb analytics, increasing expansion of digital traffic infrastructure, expanding adoption of intelligent transportation solutions, growing need for optimized last-mile delivery operations. Major trends in the forecast period include technological advancements in artificial intelligence curb analytics, innovations in internet of things integrated curb systems, developments in cloud-based mobility platforms, research and developments in predictive traffic modelling, and advancements in multimodal smart mobility ecosystems.

The increasing last-mile delivery activity is expected to drive the growth of the curb management artificial intelligence (AI) market going forward. Last-mile delivery refers to the final phase of the delivery process in which goods are transported from a distribution center or warehouse to the end customer's doorstep, with an emphasis on fast, efficient, and customer-focused fulfillment. Owing to the surge in e-commerce, a growing number of consumers are shopping online and expecting rapid doorstep delivery, which is substantially increasing last-mile delivery activity. Curb management AI supports last-mile delivery by optimizing curbside access using real-time data on parking availability, loading zones, and traffic conditions, allowing delivery vehicles to minimize wait times, reduce congestion, and complete deliveries more quickly and efficiently. For instance, in June 2025, according to the Dutch Authority for Consumers and Markets (ACM), a Netherlands-based independent regulator, parcel volumes sent in the Netherlands increased in 2024 compared to 2023, while the number of package lockers rose significantly from 2,800 to 4,800, representing a 70 percent year-on-year increase, although at-home delivery remained the preferred option, accounting for over 80 percent of deliveries. Therefore, the rise in last-mile delivery activity is driving the curb management artificial intelligence (AI) market.

Major companies operating in the curb management artificial intelligence (AI) market are emphasizing technological advancements, such as digital curb regulation platforms, to optimize commercial fleet operations. This technology converts physical curb rules and restrictions into machine-readable formats, enabling municipalities to dynamically manage loading zones, reduce congestion, and provide real-time parking incentives to delivery vehicles through integrated mobile applications. For instance, in February 2024, Populus, a US-based mobility data platform for cities, launched a Transit Tech Lab (TTL) pilot program with 13 selected technology companies chosen from 150 global applicants, deploying innovative solutions including artificial intelligence, LiDAR, robotics, and data platforms to improve customer experience, climate resilience, and curb management. The initiative helps advance these technologies from proof-of-concept stages to large-scale demonstrations, with a focus on real-time service change communications, reducing delays, improving safety and cleanliness, predictive outage analytics, optimizing passenger flow, enhancing paratransit tools, and enabling dynamic curb space allocation using parking meters, sensors, cameras, and mobile data integrated from 12 New York City datasets.

In November 2025, ParkHelp, a New Zealand-based global leader in parking guidance solutions, acquired Cleverciti Systems GmbH for an undisclosed amount. Through this acquisition, ParkHelp aimed to develop the industry's most comprehensive end-to-end platform for parking guidance and curb management by integrating its sensor-based guidance systems with Cleverciti's AI-powered technology. Cleverciti Systems GmbH is a Germany-based company that provides AI-powered curb management and on-street parking guidance solutions.

Major companies operating in the curb management artificial intelligence (AI) market are Smart Parking Limited, Streetline Inc., Populus Technologies Inc., FlashParking Inc., Q-Free ASA, INRIX Inc., T2 Systems Inc., Amano McGann Inc., ParkMobile LLC, Parkopedia Ltd., PayByPhone Technologies Inc., Irida Labs S.A., Automotus Inc., CurbIQ, SenSen Networks Ltd., Cleverciti Systems GmbH, Urban SDK Inc., CivicSmart Inc., Meter Feeder Inc., Flowbird Group

North America was the largest region in the curb management artificial intelligence (AI) market in 2025. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the curb management artificial intelligence (AI) market report are Asia-Pacific, South East Asia, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the curb management artificial intelligence (AI) market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Taiwan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The curb management artificial intelligence (AI) market consists of revenues earned by entities by providing services such as real-time monitoring, predictive analytics, demand forecasting, curb space optimization, automated enforcement, data integration and reporting, traffic flow analysis, and dynamic pricing management. The market value includes the value of related goods sold by the service provider or included within the service offering. The curb management artificial intelligence (AI) market also includes sales of sensors, cameras, parking meters, smart signage, traffic signals, connected vehicle devices, and roadside units. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Curb Management Artificial Intelligence (AI) Market Global Report 2026 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses curb management artificial intelligence (ai) market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for curb management artificial intelligence (ai) ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The curb management artificial intelligence (ai) market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, total addressable market (TAM), market attractiveness score (MAS), competitive landscape, market shares, company scoring matrix, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market. This section also examines key products and services offered in the market, evaluates brand-level differentiation, compares product features, and highlights major innovation and product development trends.
  • The supply chain analysis section provides an overview of the entire value chain, including key raw materials, resources, and supplier analysis. It also provides a list competitor at each level of the supply chain.
  • The updated trends and strategies section analyses the shape of the market as it evolves and highlights emerging technology trends such as digital transformation, automation, sustainability initiatives, and AI-driven innovation. It suggests how companies can leverage these advancements to strengthen their market position and achieve competitive differentiation.
  • The regulatory and investment landscape section provides an overview of the key regulatory frameworks, regularity bodies, associations, and government policies influencing the market. It also examines major investment flows, incentives, and funding trends shaping industry growth and innovation.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.
  • The total addressable market (TAM) analysis section defines and estimates the market potential compares it with the current market size, and provides strategic insights and growth opportunities based on this evaluation.
  • The market attractiveness scoring section evaluates the market based on a quantitative scoring framework that considers growth potential, competitive dynamics, strategic fit, and risk profile. It also provides interpretive insights and strategic implications for decision-makers.
  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
  • Expanded geographical coverage includes Taiwan and Southeast Asia, reflecting recent supply chain realignments and manufacturing shifts in the region. This section analyzes how these markets are becoming increasingly important hubs in the global value chain.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The company scoring matrix section evaluates and ranks leading companies based on a multi-parameter framework that includes market share or revenues, product innovation, and brand recognition.

Scope

  • Markets Covered:1) By Component: Software; Hardware; Services
  • 2) By Deployment Mode: On-Premises; Cloud
  • 3) By Application: Traffic Management; Parking Management; Freight and Delivery Management; Public Transportation; Other Applications
  • 4) By End-User: Municipalities; Commercial Operators; Logistics Companies; Airports; Other End-Users
  • Subsegments:
  • 1) By Software: Traffic Analytics Software; Curbside Management Software; Parking Optimization Software; Real-Time Monitoring Software; Data Integration and Reporting Software
  • 2) By Hardware: Sensors and Detectors; Cameras and Imaging Systems; Communication Devices; Edge Processing Units; Display and Signage Systems
  • 3) By Services: Installation and Integration Services; Maintenance and Support Services; Consulting and Advisory Services; Managed Operation Services; Training and Technical Assistance Services
  • Companies Mentioned: Smart Parking Limited; Streetline Inc.; Populus Technologies Inc.; FlashParking Inc.; Q-Free ASA; INRIX Inc.; T2 Systems Inc.; Amano McGann Inc.; ParkMobile LLC; Parkopedia Ltd.; PayByPhone Technologies Inc.; Irida Labs S.A.; Automotus Inc.; CurbIQ; SenSen Networks Ltd.; Cleverciti Systems GmbH; Urban SDK Inc.; CivicSmart Inc.; Meter Feeder Inc.; Flowbird Group
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Taiwan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; South East Asia; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time Series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data Segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery Format: Word, PDF or Interactive Report
  • + Excel Dashboard
  • Added Benefits
  • Bi-Annual Data Update
  • Customisation
  • Expert Consultant Support

Added Benefits available all on all list-price licence purchases, to be claimed at time of purchase. Customisations within report scope and limited to 20% of content and consultant support time limited to 8 hours.

Table of Contents

1. Executive Summary

  • 1.1. Key Market Insights (2020-2035)
  • 1.2. Visual Dashboard: Market Size, Growth Rate, Hotspots
  • 1.3. Major Factors Driving the Market
  • 1.4. Top Three Trends Shaping the Market

2. Curb Management Artificial Intelligence (AI) Market Characteristics

  • 2.1. Market Definition & Scope
  • 2.2. Market Segmentations
  • 2.3. Overview of Key Products and Services
  • 2.4. Global Curb Management Artificial Intelligence (AI) Market Attractiveness Scoring And Analysis
    • 2.4.1. Overview of Market Attractiveness Framework
    • 2.4.2. Quantitative Scoring Methodology
    • 2.4.3. Factor-Wise Evaluation
  • Growth Potential Analysis, Competitive Dynamics Assessment, Strategic Fit Assessment And Risk Profile Evaluation
    • 2.4.4. Market Attractiveness Scoring and Interpretation
    • 2.4.5. Strategic Implications and Recommendations

3. Curb Management Artificial Intelligence (AI) Market Supply Chain Analysis

  • 3.1. Overview of the Supply Chain and Ecosystem
  • 3.2. List Of Key Raw Materials, Resources & Suppliers
  • 3.3. List Of Major Distributors and Channel Partners
  • 3.4. List Of Major End Users

4. Global Curb Management Artificial Intelligence (AI) Market Trends And Strategies

  • 4.1. Key Technologies & Future Trends
    • 4.1.1 Artificial Intelligence & Autonomous Intelligence
    • 4.1.2 Internet Of Things (Iot), Smart Infrastructure & Connected Ecosystems
    • 4.1.3 Autonomous Systems, Robotics & Smart Mobility
    • 4.1.4 Digitalization, Cloud, Big Data & Cybersecurity
    • 4.1.5 Sustainability, Climate Tech & Circular Economy
  • 4.2. Major Trends
    • 4.2.1 Increasing Adoption Of Dynamic Curb Allocation Using Real Time Data
    • 4.2.2 Growing Use Of Ai Driven Demand Forecasting For Parking And Loading Zones
    • 4.2.3 Rising Integration Of Curb Management Systems With Connected Vehicle Platforms
    • 4.2.4 Expansion Of Automated Enforcement And Smart Pricing Mechanisms
    • 4.2.5 Higher Deployment Of Sensor Based Curb Monitoring Infrastructure

5. Curb Management Artificial Intelligence (AI) Market Analysis Of End Use Industries

  • 5.1 Municipalities
  • 5.2 Commercial Operators
  • 5.3 Logistics Companies
  • 5.4 Airports
  • 5.5 Others

6. Curb Management Artificial Intelligence (AI) Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, Supply Chain Impact from Tariff War & Trade Protectionism, And Covid And Recovery On The Market

7. Global Curb Management Artificial Intelligence (AI) Strategic Analysis Framework, Current Market Size, Market Comparisons And Growth Rate Analysis

  • 7.1. Global Curb Management Artificial Intelligence (AI) PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 7.2. Global Curb Management Artificial Intelligence (AI) Market Size, Comparisons And Growth Rate Analysis
  • 7.3. Global Curb Management Artificial Intelligence (AI) Historic Market Size and Growth, 2020 - 2025, Value ($ Billion)
  • 7.4. Global Curb Management Artificial Intelligence (AI) Forecast Market Size and Growth, 2025 - 2030, 2035F, Value ($ Billion)

8. Global Curb Management Artificial Intelligence (AI) Total Addressable Market (TAM) Analysis for the Market

  • 8.1. Definition and Scope of Total Addressable Market (TAM)
  • 8.2. Methodology and Assumptions
  • 8.3. Global Total Addressable Market (TAM) Estimation
  • 8.4. TAM vs. Current Market Size Analysis
  • 8.5. Strategic Insights and Growth Opportunities from TAM Analysis

9. Curb Management Artificial Intelligence (AI) Market Segmentation

  • 9.1. Global Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Software, Hardware, Services
  • 9.2. Global Curb Management Artificial Intelligence (AI) Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • On-Premises, Cloud
  • 9.3. Global Curb Management Artificial Intelligence (AI) Market, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Traffic Management, Parking Management, Freight and Delivery Management, Public Transportation, Other Applications
  • 9.4. Global Curb Management Artificial Intelligence (AI) Market, Segmentation By End-User, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Municipalities, Commercial Operators, Logistics Companies, Airports, Other End-Users
  • 9.5. Global Curb Management Artificial Intelligence (AI) Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Traffic Analytics Software, Curbside Management Software, Parking Optimization Software, Real-Time Monitoring Software, Data Integration and Reporting Software
  • 9.6. Global Curb Management Artificial Intelligence (AI) Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Sensors and Detectors, Cameras and Imaging Systems, Communication Devices, Edge Processing Units, Display and Signage Systems
  • 9.7. Global Curb Management Artificial Intelligence (AI) Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Installation and Integration Services, Maintenance and Support Services, Consulting and Advisory Services, Managed Operation Services, Training and Technical Assistance Services

10. Curb Management Artificial Intelligence (AI) Market Regional And Country Analysis

  • 10.1. Global Curb Management Artificial Intelligence (AI) Market, Split By Region, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • 10.2. Global Curb Management Artificial Intelligence (AI) Market, Split By Country, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

11. Asia-Pacific Curb Management Artificial Intelligence (AI) Market

  • 11.1. Asia-Pacific Curb Management Artificial Intelligence (AI) Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 11.2. Asia-Pacific Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

12. China Curb Management Artificial Intelligence (AI) Market

  • 12.1. China Curb Management Artificial Intelligence (AI) Market Overview
  • Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 12.2. China Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

13. India Curb Management Artificial Intelligence (AI) Market

  • 13.1. India Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

14. Japan Curb Management Artificial Intelligence (AI) Market

  • 14.1. Japan Curb Management Artificial Intelligence (AI) Market Overview
  • Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 14.2. Japan Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

15. Australia Curb Management Artificial Intelligence (AI) Market

  • 15.1. Australia Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

16. Indonesia Curb Management Artificial Intelligence (AI) Market

  • 16.1. Indonesia Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

17. South Korea Curb Management Artificial Intelligence (AI) Market

  • 17.1. South Korea Curb Management Artificial Intelligence (AI) Market Overview
  • Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 17.2. South Korea Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

18. Taiwan Curb Management Artificial Intelligence (AI) Market

  • 18.1. Taiwan Curb Management Artificial Intelligence (AI) Market Overview
  • Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 18.2. Taiwan Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

19. South East Asia Curb Management Artificial Intelligence (AI) Market

  • 19.1. South East Asia Curb Management Artificial Intelligence (AI) Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 19.2. South East Asia Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

20. Western Europe Curb Management Artificial Intelligence (AI) Market

  • 20.1. Western Europe Curb Management Artificial Intelligence (AI) Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 20.2. Western Europe Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

21. UK Curb Management Artificial Intelligence (AI) Market

  • 21.1. UK Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

22. Germany Curb Management Artificial Intelligence (AI) Market

  • 22.1. Germany Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

23. France Curb Management Artificial Intelligence (AI) Market

  • 23.1. France Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

24. Italy Curb Management Artificial Intelligence (AI) Market

  • 24.1. Italy Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

25. Spain Curb Management Artificial Intelligence (AI) Market

  • 25.1. Spain Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

26. Eastern Europe Curb Management Artificial Intelligence (AI) Market

  • 26.1. Eastern Europe Curb Management Artificial Intelligence (AI) Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 26.2. Eastern Europe Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

27. Russia Curb Management Artificial Intelligence (AI) Market

  • 27.1. Russia Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

28. North America Curb Management Artificial Intelligence (AI) Market

  • 28.1. North America Curb Management Artificial Intelligence (AI) Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 28.2. North America Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

29. USA Curb Management Artificial Intelligence (AI) Market

  • 29.1. USA Curb Management Artificial Intelligence (AI) Market Overview
  • Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 29.2. USA Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

30. Canada Curb Management Artificial Intelligence (AI) Market

  • 30.1. Canada Curb Management Artificial Intelligence (AI) Market Overview
  • Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 30.2. Canada Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

31. South America Curb Management Artificial Intelligence (AI) Market

  • 31.1. South America Curb Management Artificial Intelligence (AI) Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 31.2. South America Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

32. Brazil Curb Management Artificial Intelligence (AI) Market

  • 32.1. Brazil Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

33. Middle East Curb Management Artificial Intelligence (AI) Market

  • 33.1. Middle East Curb Management Artificial Intelligence (AI) Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 33.2. Middle East Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

34. Africa Curb Management Artificial Intelligence (AI) Market

  • 34.1. Africa Curb Management Artificial Intelligence (AI) Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 34.2. Africa Curb Management Artificial Intelligence (AI) Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

35. Curb Management Artificial Intelligence (AI) Market Regulatory and Investment Landscape

36. Curb Management Artificial Intelligence (AI) Market Competitive Landscape And Company Profiles

  • 36.1. Curb Management Artificial Intelligence (AI) Market Competitive Landscape And Market Share 2024
    • 36.1.1. Top 10 Companies (Ranked by revenue/share)
  • 36.2. Curb Management Artificial Intelligence (AI) Market - Company Scoring Matrix
    • 36.2.1. Market Revenues
    • 36.2.2. Product Innovation Score
    • 36.2.3. Brand Recognition
  • 36.3. Curb Management Artificial Intelligence (AI) Market Company Profiles
    • 36.3.1. Smart Parking Limited Overview, Products and Services, Strategy and Financial Analysis
    • 36.3.2. Streetline Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 36.3.3. Populus Technologies Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 36.3.4. FlashParking Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 36.3.5. Q-Free ASA Overview, Products and Services, Strategy and Financial Analysis

37. Curb Management Artificial Intelligence (AI) Market Other Major And Innovative Companies

  • INRIX Inc., T2 Systems Inc., Amano McGann Inc., ParkMobile LLC, Parkopedia Ltd., PayByPhone Technologies Inc., Irida Labs S.A., Automotus Inc., CurbIQ, SenSen Networks Ltd., Cleverciti Systems GmbH, Urban SDK Inc., CivicSmart Inc., Meter Feeder Inc., Flowbird Group

38. Global Curb Management Artificial Intelligence (AI) Market Competitive Benchmarking And Dashboard

39. Upcoming Startups in the Market

40. Key Mergers And Acquisitions In The Curb Management Artificial Intelligence (AI) Market

41. Curb Management Artificial Intelligence (AI) Market High Potential Countries, Segments and Strategies

  • 41.1 Curb Management Artificial Intelligence (AI) Market In 2030 - Countries Offering Most New Opportunities
  • 41.2 Curb Management Artificial Intelligence (AI) Market In 2030 - Segments Offering Most New Opportunities
  • 41.3 Curb Management Artificial Intelligence (AI) Market In 2030 - Growth Strategies
    • 41.3.1 Market Trend Based Strategies
    • 41.3.2 Competitor Strategies

42. Appendix

  • 42.1. Abbreviations
  • 42.2. Currencies
  • 42.3. Historic And Forecast Inflation Rates
  • 42.4. Research Inquiries
  • 42.5. The Business Research Company
  • 42.6. Copyright And Disclaimer
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