查看購物車
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
2013858

2026年曲線管理人工智慧（AI）全球市場報告

Curb Management Artificial Intelligence (AI) Global Market Report 2026
出版日期: | 出版商: The Business Research Company | 英文 250 Pages | 商品交期: 2-10個工作天內

價格
簡介目錄

近年來，道路管理人工智慧（AI）市場發展迅速。預計該市場規模將從2025年的17億美元成長到2026年的21.1億美元，複合年成長率（CAGR）高達24.0%。成長要素包括：都市區交通堵塞加劇、都市區車輛密度增加、智慧城市項目擴展、電子商務配送量成長以及對更高效的道路管理日益成長的需求。

預計未來幾年，曲線管理人工智慧（AI）市場將迎來顯著成長。預計到2030年，該市場將以23.8%的複合年成長率成長，達到49.4億美元。預測期內的成長預計將受到以下因素的推動：對人工智慧出行系統投資的增加、對即時路側分析需求的成長、數字化交通基礎設施的擴展、智慧交通解決方案的日益普及以及對最佳化最後一公里配送運營的需求不斷成長。預測期內的關鍵趨勢包括：人工智慧驅動的曲線分析技術的進步、物聯網整合曲線系統的創新、基於雲端的出行平台的開發、預測性交通建模的研究與開發以及多模態智慧運輸系統的發展。

預計末端配送活動的成長將推動彎道管理人工智慧（AI）市場的發展。末端配送是指配送流程的最後階段，即將貨物從物流中心和倉庫運送到最終客戶的家門口，其重點在於快速、有效率和以客戶為中心的履約。隨著電子商務的蓬勃發展，越來越多的消費者選擇網路購物，並越來越期望能夠快速送貨上門，這導致末端配送活動顯著增加。彎道管理AI透過利用停車位可用性、裝卸區和交通狀況的即時數據最佳化路邊通行，從而支援末端配送，最大限度地減少配送車輛的等待時間，緩解交通堵塞，並更快、更有效率地完成配送。例如，根據荷蘭消費者和市場管理局（ACM，總部位於荷蘭的獨立監管機構）2025年6月的數據，2024年荷蘭的小包裹處理量較2023年有所成長，宅配櫃數量也從2800個大幅增加至4800個，同比成長70%。然而，送貨上門仍然是最受歡迎的選擇，佔所有配送量的80%以上。因此，最後一公里配送業務的成長正在推動曲線管理人工智慧（AI）市場的發展。

在彎道管理人工智慧市場中，主要企業正致力於開發數位彎道管理平台等技術進步，以最佳化商用車輛營運。這項技術將實體道路法規和限制轉化為機器可讀格式，使市政當局能夠透過整合的行動應用程式動態管理裝卸區、緩解交通堵塞並為送貨車輛提供即時停車獎勵。例如，2024年2月，美國城市交通數據平台供應商Populus與從全球150家申請者中遴選出的13家科技公司合作，啟動了「交通技術實驗室（TTL）」試驗計畫。該專案引入了人工智慧、雷射雷達、機器人和數據平台等創新解決方案，旨在改善客戶體驗、增強氣候適應能力並最佳化彎道管理。這項計畫將推進這些技術從概念驗證(PoC) 階段到大規模試點測試，重點關注服務變更資訊的即時通訊、降低延遲、提高安全性和清潔度、停電預測分析、最佳化乘客流量、增強輔助客運工具，以及利用停車計時器、感測器、攝影機和來自紐約市 12 個資料集的移動資料進行動態路邊空間分配。

目錄

第1章：執行摘要

第2章 市場特徵

  • 市場定義和範圍
  • 市場區隔
  • 主要產品和服務概述
  • 全球曲線管理人工智慧（AI）市場：吸引力評分及分析
  • 成長潛力分析、競爭評估、策略適宜性評估、風險狀況評估

第3章 市場供應鏈分析

  • 供應鏈與生態系概述
  • 清單：主要原料、資源和供應商
  • 主要經銷商和通路合作夥伴名單
  • 主要最終用戶列表

第4章：全球市場趨勢與策略

  • 關鍵科技與未來趨勢
    • 人工智慧（AI）和自主人工智慧
    • 物聯網、智慧基礎設施、互聯生態系統
    • 自主系統、機器人、智慧運輸
    • 數位化、雲端運算、巨量資料、網路安全
    • 永續性、氣候技術、循環經濟
  • 主要趨勢
    • 擴大利用即時數據進行動態路邊空間分配的應用
    • 擴大人工智慧驅動的需求預測在停車和裝卸區的應用。
    • 路側管理系統與聯網汽車平台整合的進展
    • 擴大自動化執法和智慧定價機制
    • 擴大基於感測器的路邊監測基礎設施的部署

第5章 終端用戶產業市場分析

  • 地方政府
  • 商業
  • 物流公司
  • 飛機場
  • 其他

第6章 市場：宏觀經濟情景，包括利率、通貨膨脹、地緣政治、貿易戰和關稅的影響、關稅戰和貿易保護主義對供應鏈的影響，以及 COVID-19 疫情對市場的影響。

第7章：全球策略分析架構、目前市場規模、市場對比及成長率分析

  • 全球曲線管理人工智慧（AI）市場：PESTEL 分析（政治、社會、技術、環境、法律因素、促進因素和限制因素）
  • 全球曲線管理人工智慧（AI）市場規模、對比及成長率分析
  • 全球曲線管理人工智慧（AI）市場表現：規模與成長，2020-2025年
  • 全球曲線管理人工智慧（AI）市場預測：規模與成長，2025-2030年，2035年預測

第8章：全球市場總規模（TAM）

第9章 市場細分

  • 按組件
  • 軟體、硬體和服務
  • 部署模式
  • 本地部署、雲端
  • 透過使用
  • 交通管理、停車管理、貨運及配送管理、公共運輸及其他用途
  • 最終用戶
  • 地方政府、商業企業、物流公司、機場和其他最終用戶
  • 按類型細分：軟體
  • 交通分析軟體、路邊管理軟體、停車最佳化軟體、即時監控軟體、數據整合和報告軟體
  • 按類型細分：硬體
  • 感測器和檢測器、相機和成像系統、通訊設備、邊緣處理單元、顯示器和指示牌系統
  • 按類型細分：服務
  • 安裝和整合服務、維護和支援服務、諮詢和顧問服務、託管營運服務、培訓和技術支援服務

第10章 區域與國別分析

  • 全球曲線管理人工智慧（AI）市場：按地區分類，實際數據和預測數據，2020-2025年、2025-2030年、2035年
  • 全球曲線管理人工智慧（AI）市場：按國家/地區分類，實際數據和預測數據，2020-2025年、2025-2030年、2035年

第11章 亞太市場

第12章：中國市場

第13章：印度市場

第14章：日本市場

第15章：澳洲市場

第16章：印尼市場

第17章：韓國市場

第18章 台灣市場

第19章 東南亞市場

第20章 西歐市場

第21章英國市場

第22章：德國市場

第23章：法國市場

第24章：義大利市場

第25章：西班牙市場

第26章：東歐市場

第27章：俄羅斯市場

第28章 北美市場

第29章：美國市場

第30章：加拿大市場

第31章：南美市場

第32章：巴西市場

第33章 中東市場

第34章：非洲市場

第35章 市場監理與投資環境

第36章：競爭格局與公司概況

  • 曲線管理人工智慧（AI）市場：競爭格局與市場佔有率，2024年
  • 曲線管理人工智慧（AI）市場：公司估值矩陣
  • 曲線管理人工智慧（AI）市場：公司概況
    • Smart Parking Limited
    • Streetline Inc.
    • Populus Technologies Inc.
    • FlashParking Inc.
    • Q-Free ASA

第37章 其他大型企業和創新企業

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

第38章：全球市場競爭基準分析與儀錶板

第39章：預計進入市場的Start-Ups

第40章 重大併購

第41章 具有高市場潛力的國家、細分市場與策略

  • 2030年曲線管理人工智慧（AI）市場：提供新機會的國家
  • 曲線管理人工智慧（AI）市場展望（2030）：新興細分市場帶來新機會
  • 曲線管理人工智慧（AI）市場2030：成長策略
    • 基於市場趨勢的策略
    • 競爭對手的策略

第42章附錄

簡介目錄
Product Code: TS5MCMAA03_G26Q1

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.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 16 geographies.
  • Assess the impact of key macro factors such as geopolitical conflicts, trade policies and tariffs, inflation and interest rate fluctuations, and evolving regulatory landscapes.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on end user analysis.
  • Benchmark performance against key competitors based on market share, innovation, and brand strength.
  • Evaluate the total addressable market (TAM) and market attractiveness scoring to measure market potential.
  • Suitable for supporting your internal and external presentations with reliable high-quality data and analysis
  • Report will be updated with the latest data and delivered to you within 2-3 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

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