到 2030 年汽车数据管理材料市场预测 - 按组件、数据类型、车辆类型、部署、应用、地区进行全球分析

根据 Stratistics MRC 的数据，2023 年全球汽车数据管理市场规模将达到 22.1 亿美元，预测期内復合年增长率为 18.3%，到 20.3 亿美元将达到 71.7 亿美元。

汽车数据管理是收集、存储、处理和分析车辆及其组件生成的数据的过程。 这些资讯包括有关汽车如何运行、驾驶员行为、环境和其他重要因素的详细资讯。 使用安装在车辆上的各种传感器和设备收集数据，目的是提高性能、降低维护成本并改善整体驾驶体验。

根据 statista.com 的数据，预计到 2021 年，美国道路上将有 8400 万辆联网车辆。 近年来，联网汽车市场持续增长，预计未来还将继续增长。

市场动态：

促进因素

互联汽车和电动汽车的需求不断增长

对联网汽车的需求不断增长是推动全球车辆数据管理市场的关键因素之一。 联网汽车的驾驶、定位和使用会产生大量数据。 汽车製造商和其他利益相关者可以利用车辆数据管理系统来收集、处理和分析这些数据，以提高驾驶员安全和车辆性能。 此外，电动汽车的接受度不断提高是推动全球市场的另一个因素。 与传统内燃机汽车相比，电动汽车生成不同的数据，例如电池充电水平和能源使用情况。 汽车行业的进步，例如轻型汽车和电动汽车，正在推动市场向前发展。

抑制因素:

安装成本高且缺乏熟练的专业人员

汽车数据管理解决方案的部署可能非常昂贵，尤其是对于小型企业而言，这可能会限制市场扩张。 此外，缺乏能够实施和维护汽车数据管理解决方案的合格专业人员也会限制市场发展。

机会：

对基于云端的解决方案和数据分析的需求不断增长

数据分析需求的不断增长是全球汽车数据管理市场的主要商机之一。 汽车数据管理系统使汽车製造商和其他利益相关者能够分析大量车辆数据，以确定数据驱动决策和改进车辆性能的趋势和模式。 基于云端的解决方案灵活、可扩展且经济高效，使其受到各种规模企业的青睐。 因此，汽车数据管理解决方案可以通过提供基于云的解决方案来实现实时数据访问和洞察，从而从这一趋势中受益。

威胁

网路安全问题日益严重

汽车数据管理市场的增长预计将受到与联网和自动驾驶汽车相关的网路安全问题日益增加的负面影响。 影响其他联网设备的网路安全风险也会影响联网车辆。 由于联网车辆通过互联网传输大量数据，因此骇客可以瞄准联网车辆来获取数据或劫持车辆系统。 结果，车辆的物理完整性和乘员的安全都会受到损害。 此外，汽车数据管理软件的维护问题进一步减缓了市场的扩张。

COVID-19 的影响：

由于众多供应链中断和汽车需求下降，COVID-19 疫情对汽车行业产生了重大影响。 然而，随着汽车行业寻求适应不断变化的行业格局的方法，疫情也导致人们更加关注数字技术和数据管理解决方案。 随着企业寻找减少停机时间和维护成本的方法，这种流行病还加速了远程诊断和预测性维护解决方案的采用。 总的来说，疫情给汽车数据管理市场带来了机遇和挑战。

预计云部分在预测期内将是最大的：

预计云领域将在整个预测期内主导市场。 云计算在互联汽车和自动驾驶汽车中变得越来越普遍。 云技术的采用正在重塑汽车行业，提高可扩展性、缩短上市时间、提高可靠性并提高成本效率。 此外，许多软件开发商正在投资汽车行业基于云的技术，这正在加速该行业的增长。

非自动驾驶领域预计在预测期内復合年增长率最高：

非自动驾驶领域预计将在预测期内快速增长。 非自动驾驶车辆在没有人工干预的情况下无法行驶。 具有传动装置但非自动驾驶的汽车可用于车辆数据管理。 此外，联网汽车会根据速度、电机状态和行驶距离等各种变量生成数据。 汽车娱乐系统、控制器访问网路和电气控制单元都提供可增强驾驶体验的资讯。 由于这些因素，该细分市场正在扩大。

市场份额最高的地区：

在预测期内，北美将成为众多顶级汽车製造商和软件开发商的所在地，汽车生产和销售将持续增长，尖端技术和一次性产品将得到广泛采用。收入水平，预计将占领很大的市场份额。 美国已经制定了交通法规，允许自动驾驶汽车在公路和高速公路上行驶，自动驾驶汽车测试和使用的快速扩大也将有助于该地区未来市场的增长，这是一个重要因素预计将受到刺激。 此外，UBI（基于用户的保险）在美国和加拿大的接受度不断提高，以及IT公司和汽车製造商之间的战略联盟数量不断增加，也是预计推动该地区增长的重要因素。

复合年增长率最高的地区：

欧洲区域市场的良好增长主要得益于车辆电子设计的进步、车辆产量的增加、车对车 (V2V) 和车对车基础设施 (V2I) 通信、综合车辆销量的增加以及重要原始设备製造商的出现。这是由于 联网汽车市场正在扩大，部分原因是欧洲的影响。 此外，当地运营商正在为消费者开发创新和突破性的车辆数据管理产品和服务，推动该地区的增长。

主要进展：

2022 年 10 月，微软与梅赛德斯-奔驰合作提供融资、租赁、汽车订阅、汽车租赁和车队管理。 两家公司的目标是融合物理世界和数字世界，以推动价值创造。 此外，梅赛德斯-奔驰正在努力在持续的变化和不确定性中提高生产力并减少生态影响，方法是在现场部署之前在微软云上无限期地测试製造程序，并且可以对其进行模拟和改进。

2022 年 10 月，AWS 与全球领先的高端汽车和摩托车製造商之一宝马合作。 通过此次合作，两家公司旨在提供包括宝马车辆信号和车辆智能数据的解决方案，并在云端安全地处理和路由数据。 此外，AWS和宝马集团渴望将软件定义交通的概念变为现实，并提高车辆上路的能力。

2022 年 3 月，ACTIA 与 Sibros Technologies Inc. 签署了 ACU6 远程资讯处理技术的战略合作伙伴协议。 对于两轮车、重型车和微型车领域的 OEM 汽车製造商来说，联合解决方案预计将改进联锁车辆设计和创新。

报告内容

• 区域和国家级市场份额评估
• 给新进入者的战略建议
• 2021 年、2022 年、2023 年、2026 年和 2030 年的综合市场数据
• 市场趋势（促进因素、抑制因素、机遇、威胁、挑战、投资机会、建议）
• 根据市场预测提出关键业务领域的战略建议
• 竞争格局绘製主要共同趋势
• 公司简介，包括详细的战略、财务状况和最新发展
• 反映最新技术进步的供应链趋势

免费定制服务：

订阅此报告的客户将获得以下免费自定义选项之一：

• 公司简介
  • 对其他市场参与者（最多 3 家公司）进行全面分析
  • 主要公司的SWOT分析（最多3家公司）
• 区域细分
  • 根据客户兴趣对主要国家/地区的市场估计/预测/复合年增长率（注：基于可行性检查）
• 竞争基准测试
  • 根据产品组合、地域分布和战略联盟对主要参与者进行基准测试

内容

第 1 章执行摘要

第 2 章前言

• 执行摘要
• 利益相关者
• 调查范围
• 调查方法
  • 数据挖掘
  • 数据分析
  • 数据验证
  • 研究方法
• 调查来源
  • 主要研究来源
  • 二手研究来源
  • 先决条件

第 3 章市场趋势分析

• 驱动程序
• 制约因素
• 机会
• 威胁
• 应用分析
• 新兴市场
• 新冠肺炎 (COVID-19) 的影响

第 4 章波特五力分析

• 供应商的议价能力
• 买家的议价能力
• 替代品的威胁
• 新进入者的威胁
• 竞争公司之间存在敌对关係

第 5 章全球汽车数据管理市场：按组成部分

• 软件
  • 数据安全
  • 数据整合
  • 数据质量
  • 数据迁移
• 服务
  • 专业
  • 託管

第 6 章全球汽车数据管理市场：按数据类型

• 结构化
• 非结构化

第 7 章全球汽车数据管理市场：按车辆类型划分

• 自主
• 非自主

第 8 章全球汽车数据管理市场：按部署划分

• 本机
• 云端

第 9 章全球汽车数据管理市场：按应用划分

• 经销商绩效分析
• 促进因素和用户行为分析
• 预测性维护
• 安全和安保管理
• 基于使用情况的保险 (UBI)
• 保修分析
• 其他用途

第 10 章全球汽车数据管理市场：按地区

• 北美
  • 美国
  • 加拿大
  • 墨西哥
• 欧洲
  • 德国
  • 英国
  • 意大利
  • 法国
  • 西班牙
  • 欧洲其他地区
• 亚太地区
  • 日本
  • 中国
  • 印度
  • 澳大利亚
  • 新西兰
  • 韩国
  • 亚太地区其他地区
• 南美洲
  • 阿根廷
  • 巴西
  • 智利
  • 南美洲其他地区
• 中东和非洲
  • 沙特阿拉伯
  • 阿拉伯联合酋长国
  • 卡塔尔
  • 南非
  • 其他中东和非洲地区

第 11 章主要进展

• 合同、合作伙伴关係、联盟和合资企业
• 收购与合併
• 推出新产品
• 业务扩展
• 其他关键策略

第 12 章公司简介

• Acerta
• Agnik LLC
• Amazon Web Services, Inc.
• AMO Foundation
• Amodo
• Azuga
• Caruso Gmbh
• ETL Solution Ltd
• HEAVY.AI
• IBM Corporation
• Intellias
• Microsoft
• National Instrument Corp
• Netapp
• Otonomo Technologies Ltd
• Procon Analytics
• SAP SE
• Sibros Technologies Inc.
• Teradat Tech
• Vinli
• Xevo

According to Stratistics MRC, the Global Automotive Data Management Market is accounted for $2.21 billion in 2023 and is expected to reach $7.17 billion by 2030 growing at a CAGR of 18.3% during the forecast period. Automotive data management is the process of gathering, storing, processing, and analyzing data generated by vehicles and their components. This information includes details about how the car operated, the driver's actions, the environment, and other important factors. Data is gathered using a variety of sensors and devices that are installed in the vehicle in order to improve performance, reduce maintenance costs, and improve the overall driving experience.

According to statista.com, an estimated 84 million connected vehicles were found on the roads in the U.S. in 2021. The market for connected vehicles has been growing in recent years, which is expected to continue.

Market Dynamics:

Driver:

Increasing demand for connected and electric vehicles

The growing demand for connected vehicles is one of the key factors driving the global market for automotive data management. Huge amounts of data are generated by connected vehicles' operation, location, and use. Automobile manufacturers and other stakeholders can benefit from the collection, processing, and analysis of this data by using automotive data management systems to improve driver safety and vehicle performance. Furthermore, the growing acceptance of electrified cars is another factor driving the global market. Electric vehicles generate a variety of data compared to conventional internal combustion engine vehicles, such as battery charge level and energy usage. Due to advancements in the auto industry like lightweight vehicles and electric mobility, the market is advancing.

Restraint:

High implementation cost and lack of skilled professionals

Implementing automotive data management solutions can be expensive, particularly for small and medium-sized businesses, which could limit the market's expansion. Additionally, the development of the market may be constrained by a lack of qualified professionals who can implement and maintain automotive data management solutions.

Opportunity:

Growing demand for cloud-based solutions and data analytics

The growing demand for data analytics is one of the key business opportunities for the global automotive data management market. Utilizing automotive data management systems, automakers and other stakeholders can analyze enormous amounts of vehicle data to identify trends and patterns, enabling data-driven decision-making and vehicle performance improvement. The expanding use of cloud-based solutions also represents another significant area of business opportunity, as cloud-based solutions are more flexible, scalable, and cost-effective, and businesses of all sizes prefer them. Therefore, automotive data management solutions can benefit from this trend by offering cloud-based solutions that enable real-time data access and insights.

Threat:

Rising cybersecurity issues

Automotive data management market growth is anticipated to be negatively impacted by the rising number of cybersecurity issues with connected and self-driving vehicles. The same cybersecurity risks that affect other connected devices also affect connected vehicles. As a result of connected vehicles' extensive data transmission over the internet, hackers may target them in an effort to access that data or take over the systems of the car. Both the vehicle's physical integrity and the safety of the passengers may be at risk as a result of this. In addition, the maintenance problems with automotive data management software slow the market's expansion even more.

COVID-19 Impact:

With numerous supply chain disruptions and a drop in demand for vehicles, the COVID-19 pandemic has had a significant effect on the automotive industry. However, as the automotive industry searches for ways to adjust to the shifting landscape, the pandemic has also resulted in a greater focus on digital technologies and data management solutions. As businesses look for ways to cut downtime and maintenance costs, the pandemic has also accelerated the adoption of remote diagnostics and predictive maintenance solutions. In general, the pandemic has given the automotive data management market opportunities as well as challenges.

The cloud segment is expected to be the largest during the forecast period:

The cloud segment is anticipated to rule the market for the entire forecast period. In connected and autonomous vehicles, cloud computing is becoming more common. By facilitating greater scalability, quicker time-to-market, increased dependability, and enhanced cost-efficiency, the adoption of cloud technologies is reshaping the automotive industry. Moreover, numerous software developers are investing in cloud-based technologies for the automotive industry, which is accelerating the segment's growth.

The non-autonomous segment is expected to have the highest CAGR during the forecast period:

The non-autonomous sector is anticipated to experience rapid growth during the forecast period. Non-autonomous cars cannot run without human intervention. Automobiles that are linked but not autonomous have uses for automotive data management. Moreover, connected vehicles produce data based on a variety of variables, including speed, motor condition, and distance travelled. The entertainment system, controller access network, and electric control unit of the car all provide information that enhances the driving experience. As a result of such factors, the segment is expanding.

Region with largest share:

Over the course of the prediction period, North America is anticipated to gain a significant share of the market due to the region's widespread presence of top automakers and software development firms, ongoing growth in vehicle production and sales, widespread adoption of cutting-edge technologies, and high levels of disposable income. Another significant factor anticipated to spur future regional market growth is the rapidly expanding testing and use of self-driving cars in the US due to favorable traffic regulations that permit autonomous vehicles to operate on roads and highways. Additionally, the growing acceptance of UBI (Usage-based Insurance) in the US and Canada, as well as the rise in IT companies' and automakers' strategic alliances, are other significant factors anticipated to propel growth in this region.

Region with highest CAGR:

The lucrative growth of the regional market in Europe is primarily due to advancements in vehicle electronics design, increased vehicle production, vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) communication, rising linked vehicle sales, and the emergence of significant OEMs. Due in large part to Europe, the market for connected cars is expanding. Additionally, innovative and ground-breaking products and services for vehicle data administration are being developed by local business players for consumers, aiding the region's growth.

Key players in the market

Some of the key players profiled in the Automotive Data Management Market include Acerta, Agnik LLC, Amazon Web Services, Inc., AMO Foundation, Amodo, Azuga, Caruso Gmbh, ETL Solution Ltd, HEAVY.AI, IBM Corporation, Intellias, Microsoft, National Instrument Corp, Netapp, Otonomo Technologies Ltd, Procon Analytics, SAP SE, Sibros Technologies Inc., Teradat Tech, Vinli and Xevo.

Key Developments:

In October 2022, Microsoft joined hands with Mercedes-Benz, which offers financing, leasing, car subscription and car rental, and fleet management. Together, the companies aimed to combine the physical and digital worlds to propel value creation. Moreover, Mercedes-Benz can simulate and refine manufacturing procedures infinitely in the Microsoft Cloud before getting them to the shop floor to improve productivity and reduce their ecological effect amid ongoing change and uncertainty.

In October 2022, AWS joined hands with BMW, the world's foremost premium manufacturer of automobiles and motorcycles. Through this collaboration, the companies aimed to provide a solution that contains BMW vehicle signals and fleet intelligence data, then securely procedures and route the data in the cloud. Moreover, AWS and BMW Group are eager to make the concept of software-defined transportation an existence and to improve the abilities of vehicles on the road.

In March 2022, ACTIA and Sibros Technologies Inc. signed a strategic collaboration agreement for the ACU6 telematics technology. For OEM automakers in the motorbike, heavy-duty haulage, and light passenger sectors, this joint solution is anticipated to improve linked vehicle design and innovation.

Components Covered:

• Software
• Service

Data Types Covered:

• Structured
• Unstructured

Vehicle Types Covered:

• Autonomous
• Non-autonomous

Deployments Covered:

• On-premise
• Cloud

Application Covered:

• Dealer Performance Analysis
• Driver & User Behavior Analysis
• Predictive Maintenance
• Safety & Security Management
• Usage-Based Insurance (UBI)
• Warranty Analytics
• Other Applications

Regions Covered:

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • Italy
  • France
  • Spain
  • Rest of Europe
• Asia Pacific
  • Japan
  • China
  • India
  • Australia
  • New Zealand
  • South Korea
  • Rest of Asia Pacific
• South America
  • Argentina
  • Brazil
  • Chile
  • Rest of South America
• Middle East & Africa
  • Saudi Arabia
  • UAE
  • Qatar
  • South Africa
  • Rest of Middle East & Africa

What our report offers:

• Market share assessments for the regional and country-level segments
• Strategic recommendations for the new entrants
• Covers Market data for the years 2021, 2022, 2023, 2026 and 2030
• Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
• Strategic recommendations in key business segments based on the market estimations
• Competitive landscaping mapping the key common trends
• Company profiling with detailed strategies, financials, and recent developments
• Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

• Company Profiling
  • Comprehensive profiling of additional market players (up to 3)
  • SWOT Analysis of key players (up to 3)
• Regional Segmentation
  • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
  • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

• 2.1 Abstract
• 2.2 Stake Holders
• 2.3 Research Scope
• 2.4 Research Methodology
  • 2.4.1 Data Mining
  • 2.4.2 Data Analysis
  • 2.4.3 Data Validation
  • 2.4.4 Research Approach
• 2.5 Research Sources
  • 2.5.1 Primary Research Sources
  • 2.5.2 Secondary Research Sources
  • 2.5.3 Assumptions

3 Market Trend Analysis

• 3.1 Introduction
• 3.2 Drivers
• 3.3 Restraints
• 3.4 Opportunities
• 3.5 Threats
• 3.6 Application Analysis
• 3.7 Emerging Markets
• 3.8 Impact of Covid-19

4 Porters Five Force Analysis

• 4.1 Bargaining power of suppliers
• 4.2 Bargaining power of buyers
• 4.3 Threat of substitutes
• 4.4 Threat of new entrants
• 4.5 Competitive rivalry

5 Global Automotive Data Management Market, By Component

• 5.1 Introduction
• 5.2 Software
  • 5.2.1 Data Security
  • 5.2.2 Data Integration
  • 5.2.3 Data Quality
  • 5.2.4 Data Migration
• 5.3 Service
  • 5.3.1 Professional
  • 5.3.2 Managed

6 Global Automotive Data Management Market, By Data Type

• 6.1 Introduction
• 6.2 Structured
• 6.3 Unstructured

7 Global Automotive Data Management Market, By Vehicle Type

• 7.1 Introduction
• 7.2 Autonomous
• 7.3 Non-autonomous

8 Global Automotive Data Management Market, By Deployment

• 8.1 Introduction
• 8.2 On-premise
• 8.3 Cloud

9 Global Automotive Data Management Market, By Application

• 9.1 Introduction
• 9.2 Dealer Performance Analysis
• 9.3 Driver & User Behavior Analysis
• 9.4 Predictive Maintenance
• 9.5 Safety & Security Management
• 9.6 Usage-Based Insurance (UBI)
• 9.7 Warranty Analytics
• 9.8 Other Applications

10 Global Automotive Data Management Market, By Geography

• 10.1 Introduction
• 10.2 North America
  • 10.2.1 US
  • 10.2.2 Canada
  • 10.2.3 Mexico
• 10.3 Europe
  • 10.3.1 Germany
  • 10.3.2 UK
  • 10.3.3 Italy
  • 10.3.4 France
  • 10.3.5 Spain
  • 10.3.6 Rest of Europe
• 10.4 Asia Pacific
  • 10.4.1 Japan
  • 10.4.2 China
  • 10.4.3 India
  • 10.4.4 Australia
  • 10.4.5 New Zealand
  • 10.4.6 South Korea
  • 10.4.7 Rest of Asia Pacific
• 10.5 South America
  • 10.5.1 Argentina
  • 10.5.2 Brazil
  • 10.5.3 Chile
  • 10.5.4 Rest of South America
• 10.6 Middle East & Africa
  • 10.6.1 Saudi Arabia
  • 10.6.2 UAE
  • 10.6.3 Qatar
  • 10.6.4 South Africa
  • 10.6.5 Rest of Middle East & Africa

11 Key Developments

• 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
• 11.2 Acquisitions & Mergers
• 11.3 New Product Launch
• 11.4 Expansions
• 11.5 Other Key Strategies

12 Company Profiling

• 12.1 Acerta
• 12.2 Agnik LLC
• 12.3 Amazon Web Services, Inc.
• 12.4 AMO Foundation
• 12.5 Amodo
• 12.6 Azuga
• 12.7 Caruso Gmbh
• 12.8 ETL Solution Ltd
• 12.9 HEAVY.AI
• 12.10 IBM Corporation
• 12.11 Intellias
• 12.12 Microsoft
• 12.13 National Instrument Corp
• 12.14 Netapp
• 12.15 Otonomo Technologies Ltd
• 12.16 Procon Analytics
• 12.17 SAP SE
• 12.18 Sibros Technologies Inc.
• 12.19 Teradat Tech
• 12.20 Vinli
• 12.21 Xevo

List of Tables

• Table 1 Global Automotive Data Management Market Outlook, By Region (2021-2030) ($MN)
• Table 2 Global Automotive Data Management Market Outlook, By Component (2021-2030) ($MN)
• Table 3 Global Automotive Data Management Market Outlook, By Software (2021-2030) ($MN)
• Table 4 Global Automotive Data Management Market Outlook, By Data Security (2021-2030) ($MN)
• Table 5 Global Automotive Data Management Market Outlook, By Data Integration (2021-2030) ($MN)
• Table 6 Global Automotive Data Management Market Outlook, By Data Quality (2021-2030) ($MN)
• Table 7 Global Automotive Data Management Market Outlook, By Data Migration (2021-2030) ($MN)
• Table 8 Global Automotive Data Management Market Outlook, By Service (2021-2030) ($MN)
• Table 9 Global Automotive Data Management Market Outlook, By Professional (2021-2030) ($MN)
• Table 10 Global Automotive Data Management Market Outlook, By Managed (2021-2030) ($MN)
• Table 11 Global Automotive Data Management Market Outlook, By Data Type (2021-2030) ($MN)
• Table 12 Global Automotive Data Management Market Outlook, By Structured (2021-2030) ($MN)
• Table 13 Global Automotive Data Management Market Outlook, By Unstructured (2021-2030) ($MN)
• Table 14 Global Automotive Data Management Market Outlook, By Vehicle Type (2021-2030) ($MN)
• Table 15 Global Automotive Data Management Market Outlook, By Autonomous (2021-2030) ($MN)
• Table 16 Global Automotive Data Management Market Outlook, By Non-autonomous (2021-2030) ($MN)
• Table 17 Global Automotive Data Management Market Outlook, By Deployment (2021-2030) ($MN)
• Table 18 Global Automotive Data Management Market Outlook, By On-premise (2021-2030) ($MN)
• Table 19 Global Automotive Data Management Market Outlook, By Cloud (2021-2030) ($MN)
• Table 20 Global Automotive Data Management Market Outlook, By Application (2021-2030) ($MN)
• Table 21 Global Automotive Data Management Market Outlook, By Dealer Performance Analysis (2021-2030) ($MN)
• Table 22 Global Automotive Data Management Market Outlook, By Driver & User Behavior Analysis (2021-2030) ($MN)
• Table 23 Global Automotive Data Management Market Outlook, By Predictive Maintenance (2021-2030) ($MN)
• Table 24 Global Automotive Data Management Market Outlook, By Safety & Security Management (2021-2030) ($MN)
• Table 25 Global Automotive Data Management Market Outlook, By Usage-Based Insurance (UBI) (2021-2030) ($MN)
• Table 26 Global Automotive Data Management Market Outlook, By Warranty Analytics (2021-2030) ($MN)
• Table 27 Global Automotive Data Management Market Outlook, By Other Applications (2021-2030) ($MN)
• Table 28 North America Automotive Data Management Market Outlook, By Country (2021-2030) ($MN)
• Table 29 North America Automotive Data Management Market Outlook, By Component (2021-2030) ($MN)
• Table 30 North America Automotive Data Management Market Outlook, By Software (2021-2030) ($MN)
• Table 31 North America Automotive Data Management Market Outlook, By Data Security (2021-2030) ($MN)
• Table 32 North America Automotive Data Management Market Outlook, By Data Integration (2021-2030) ($MN)
• Table 33 North America Automotive Data Management Market Outlook, By Data Quality (2021-2030) ($MN)
• Table 34 North America Automotive Data Management Market Outlook, By Data Migration (2021-2030) ($MN)
• Table 35 North America Automotive Data Management Market Outlook, By Service (2021-2030) ($MN)
• Table 36 North America Automotive Data Management Market Outlook, By Professional (2021-2030) ($MN)
• Table 37 North America Automotive Data Management Market Outlook, By Managed (2021-2030) ($MN)
• Table 38 North America Automotive Data Management Market Outlook, By Data Type (2021-2030) ($MN)
• Table 39 North America Automotive Data Management Market Outlook, By Structured (2021-2030) ($MN)
• Table 40 North America Automotive Data Management Market Outlook, By Unstructured (2021-2030) ($MN)
• Table 41 North America Automotive Data Management Market Outlook, By Vehicle Type (2021-2030) ($MN)
• Table 42 North America Automotive Data Management Market Outlook, By Autonomous (2021-2030) ($MN)
• Table 43 North America Automotive Data Management Market Outlook, By Non-autonomous (2021-2030) ($MN)
• Table 44 North America Automotive Data Management Market Outlook, By Deployment (2021-2030) ($MN)
• Table 45 North America Automotive Data Management Market Outlook, By On-premise (2021-2030) ($MN)
• Table 46 North America Automotive Data Management Market Outlook, By Cloud (2021-2030) ($MN)
• Table 47 North America Automotive Data Management Market Outlook, By Application (2021-2030) ($MN)
• Table 48 North America Automotive Data Management Market Outlook, By Dealer Performance Analysis (2021-2030) ($MN)
• Table 49 North America Automotive Data Management Market Outlook, By Driver & User Behavior Analysis (2021-2030) ($MN)
• Table 50 North America Automotive Data Management Market Outlook, By Predictive Maintenance (2021-2030) ($MN)
• Table 51 North America Automotive Data Management Market Outlook, By Safety & Security Management (2021-2030) ($MN)
• Table 52 North America Automotive Data Management Market Outlook, By Usage-Based Insurance (UBI) (2021-2030) ($MN)
• Table 53 North America Automotive Data Management Market Outlook, By Warranty Analytics (2021-2030) ($MN)
• Table 54 North America Automotive Data Management Market Outlook, By Other Applications (2021-2030) ($MN)
• Table 55 Europe Automotive Data Management Market Outlook, By Country (2021-2030) ($MN)
• Table 56 Europe Automotive Data Management Market Outlook, By Component (2021-2030) ($MN)
• Table 57 Europe Automotive Data Management Market Outlook, By Software (2021-2030) ($MN)
• Table 58 Europe Automotive Data Management Market Outlook, By Data Security (2021-2030) ($MN)
• Table 59 Europe Automotive Data Management Market Outlook, By Data Integration (2021-2030) ($MN)
• Table 60 Europe Automotive Data Management Market Outlook, By Data Quality (2021-2030) ($MN)
• Table 61 Europe Automotive Data Management Market Outlook, By Data Migration (2021-2030) ($MN)
• Table 62 Europe Automotive Data Management Market Outlook, By Service (2021-2030) ($MN)
• Table 63 Europe Automotive Data Management Market Outlook, By Professional (2021-2030) ($MN)
• Table 64 Europe Automotive Data Management Market Outlook, By Managed (2021-2030) ($MN)
• Table 65 Europe Automotive Data Management Market Outlook, By Data Type (2021-2030) ($MN)
• Table 66 Europe Automotive Data Management Market Outlook, By Structured (2021-2030) ($MN)
• Table 67 Europe Automotive Data Management Market Outlook, By Unstructured (2021-2030) ($MN)
• Table 68 Europe Automotive Data Management Market Outlook, By Vehicle Type (2021-2030) ($MN)
• Table 69 Europe Automotive Data Management Market Outlook, By Autonomous (2021-2030) ($MN)
• Table 70 Europe Automotive Data Management Market Outlook, By Non-autonomous (2021-2030) ($MN)
• Table 71 Europe Automotive Data Management Market Outlook, By Deployment (2021-2030) ($MN)
• Table 72 Europe Automotive Data Management Market Outlook, By On-premise (2021-2030) ($MN)
• Table 73 Europe Automotive Data Management Market Outlook, By Cloud (2021-2030) ($MN)
• Table 74 Europe Automotive Data Management Market Outlook, By Application (2021-2030) ($MN)
• Table 75 Europe Automotive Data Management Market Outlook, By Dealer Performance Analysis (2021-2030) ($MN)
• Table 76 Europe Automotive Data Management Market Outlook, By Driver & User Behavior Analysis (2021-2030) ($MN)
• Table 77 Europe Automotive Data Management Market Outlook, By Predictive Maintenance (2021-2030) ($MN)
• Table 78 Europe Automotive Data Management Market Outlook, By Safety & Security Management (2021-2030) ($MN)
• Table 79 Europe Automotive Data Management Market Outlook, By Usage-Based Insurance (UBI) (2021-2030) ($MN)
• Table 80 Europe Automotive Data Management Market Outlook, By Warranty Analytics (2021-2030) ($MN)
• Table 81 Europe Automotive Data Management Market Outlook, By Other Applications (2021-2030) ($MN)
• Table 82 Asia Pacific Automotive Data Management Market Outlook, By Country (2021-2030) ($MN)
• Table 83 Asia Pacific Automotive Data Management Market Outlook, By Component (2021-2030) ($MN)
• Table 84 Asia Pacific Automotive Data Management Market Outlook, By Software (2021-2030) ($MN)
• Table 85 Asia Pacific Automotive Data Management Market Outlook, By Data Security (2021-2030) ($MN)
• Table 86 Asia Pacific Automotive Data Management Market Outlook, By Data Integration (2021-2030) ($MN)
• Table 87 Asia Pacific Automotive Data Management Market Outlook, By Data Quality (2021-2030) ($MN)
• Table 88 Asia Pacific Automotive Data Management Market Outlook, By Data Migration (2021-2030) ($MN)
• Table 89 Asia Pacific Automotive Data Management Market Outlook, By Service (2021-2030) ($MN)
• Table 90 Asia Pacific Automotive Data Management Market Outlook, By Professional (2021-2030) ($MN)
• Table 91 Asia Pacific Automotive Data Management Market Outlook, By Managed (2021-2030) ($MN)
• Table 92 Asia Pacific Automotive Data Management Market Outlook, By Data Type (2021-2030) ($MN)
• Table 93 Asia Pacific Automotive Data Management Market Outlook, By Structured (2021-2030) ($MN)
• Table 94 Asia Pacific Automotive Data Management Market Outlook, By Unstructured (2021-2030) ($MN)
• Table 95 Asia Pacific Automotive Data Management Market Outlook, By Vehicle Type (2021-2030) ($MN)
• Table 96 Asia Pacific Automotive Data Management Market Outlook, By Autonomous (2021-2030) ($MN)
• Table 97 Asia Pacific Automotive Data Management Market Outlook, By Non-autonomous (2021-2030) ($MN)
• Table 98 Asia Pacific Automotive Data Management Market Outlook, By Deployment (2021-2030) ($MN)
• Table 99 Asia Pacific Automotive Data Management Market Outlook, By On-premise (2021-2030) ($MN)
• Table 100 Asia Pacific Automotive Data Management Market Outlook, By Cloud (2021-2030) ($MN)
• Table 101 Asia Pacific Automotive Data Management Market Outlook, By Application (2021-2030) ($MN)
• Table 102 Asia Pacific Automotive Data Management Market Outlook, By Dealer Performance Analysis (2021-2030) ($MN)
• Table 103 Asia Pacific Automotive Data Management Market Outlook, By Driver & User Behavior Analysis (2021-2030) ($MN)
• Table 104 Asia Pacific Automotive Data Management Market Outlook, By Predictive Maintenance (2021-2030) ($MN)
• Table 105 Asia Pacific Automotive Data Management Market Outlook, By Safety & Security Management (2021-2030) ($MN)
• Table 106 Asia Pacific Automotive Data Management Market Outlook, By Usage-Based Insurance (UBI) (2021-2030) ($MN)
• Table 107 Asia Pacific Automotive Data Management Market Outlook, By Warranty Analytics (2021-2030) ($MN)
• Table 108 Asia Pacific Automotive Data Management Market Outlook, By Other Applications (2021-2030) ($MN)
• Table 109 South America Automotive Data Management Market Outlook, By Country (2021-2030) ($MN)
• Table 110 South America Automotive Data Management Market Outlook, By Component (2021-2030) ($MN)
• Table 111 South America Automotive Data Management Market Outlook, By Software (2021-2030) ($MN)
• Table 112 South America Automotive Data Management Market Outlook, By Data Security (2021-2030) ($MN)
• Table 113 South America Automotive Data Management Market Outlook, By Data Integration (2021-2030) ($MN)
• Table 114 South America Automotive Data Management Market Outlook, By Data Quality (2021-2030) ($MN)
• Table 115 South America Automotive Data Management Market Outlook, By Data Migration (2021-2030) ($MN)
• Table 116 South America Automotive Data Management Market Outlook, By Service (2021-2030) ($MN)
• Table 117 South America Automotive Data Management Market Outlook, By Professional (2021-2030) ($MN)
• Table 118 South America Automotive Data Management Market Outlook, By Managed (2021-2030) ($MN)
• Table 119 South America Automotive Data Management Market Outlook, By Data Type (2021-2030) ($MN)
• Table 120 South America Automotive Data Management Market Outlook, By Structured (2021-2030) ($MN)
• Table 121 South America Automotive Data Management Market Outlook, By Unstructured (2021-2030) ($MN)
• Table 122 South America Automotive Data Management Market Outlook, By Vehicle Type (2021-2030) ($MN)
• Table 123 South America Automotive Data Management Market Outlook, By Autonomous (2021-2030) ($MN)
• Table 124 South America Automotive Data Management Market Outlook, By Non-autonomous (2021-2030) ($MN)
• Table 125 South America Automotive Data Management Market Outlook, By Deployment (2021-2030) ($MN)
• Table 126 South America Automotive Data Management Market Outlook, By On-premise (2021-2030) ($MN)
• Table 127 South America Automotive Data Management Market Outlook, By Cloud (2021-2030) ($MN)
• Table 128 South America Automotive Data Management Market Outlook, By Application (2021-2030) ($MN)
• Table 129 South America Automotive Data Management Market Outlook, By Dealer Performance Analysis (2021-2030) ($MN)
• Table 130 South America Automotive Data Management Market Outlook, By Driver & User Behavior Analysis (2021-2030) ($MN)
• Table 131 South America Automotive Data Management Market Outlook, By Predictive Maintenance (2021-2030) ($MN)
• Table 132 South America Automotive Data Management Market Outlook, By Safety & Security Management (2021-2030) ($MN)
• Table 133 South America Automotive Data Management Market Outlook, By Usage-Based Insurance (UBI) (2021-2030) ($MN)
• Table 134 South America Automotive Data Management Market Outlook, By Warranty Analytics (2021-2030) ($MN)
• Table 135 South America Automotive Data Management Market Outlook, By Other Applications (2021-2030) ($MN)
• Table 136 Middle East & Africa Automotive Data Management Market Outlook, By Country (2021-2030) ($MN)
• Table 137 Middle East & Africa Automotive Data Management Market Outlook, By Component (2021-2030) ($MN)
• Table 138 Middle East & Africa Automotive Data Management Market Outlook, By Software (2021-2030) ($MN)
• Table 139 Middle East & Africa Automotive Data Management Market Outlook, By Data Security (2021-2030) ($MN)
• Table 140 Middle East & Africa Automotive Data Management Market Outlook, By Data Integration (2021-2030) ($MN)
• Table 141 Middle East & Africa Automotive Data Management Market Outlook, By Data Quality (2021-2030) ($MN)
• Table 142 Middle East & Africa Automotive Data Management Market Outlook, By Data Migration (2021-2030) ($MN)
• Table 143 Middle East & Africa Automotive Data Management Market Outlook, By Service (2021-2030) ($MN)
• Table 144 Middle East & Africa Automotive Data Management Market Outlook, By Professional (2021-2030) ($MN)
• Table 145 Middle East & Africa Automotive Data Management Market Outlook, By Managed (2021-2030) ($MN)
• Table 146 Middle East & Africa Automotive Data Management Market Outlook, By Data Type (2021-2030) ($MN)
• Table 147 Middle East & Africa Automotive Data Management Market Outlook, By Structured (2021-2030) ($MN)
• Table 148 Middle East & Africa Automotive Data Management Market Outlook, By Unstructured (2021-2030) ($MN)
• Table 149 Middle East & Africa Automotive Data Management Market Outlook, By Vehicle Type (2021-2030) ($MN)
• Table 150 Middle East & Africa Automotive Data Management Market Outlook, By Autonomous (2021-2030) ($MN)
• Table 151 Middle East & Africa Automotive Data Management Market Outlook, By Non-autonomous (2021-2030) ($MN)
• Table 152 Middle East & Africa Automotive Data Management Market Outlook, By Deployment (2021-2030) ($MN)
• Table 153 Middle East & Africa Automotive Data Management Market Outlook, By On-premise (2021-2030) ($MN)
• Table 154 Middle East & Africa Automotive Data Management Market Outlook, By Cloud (2021-2030) ($MN)
• Table 155 Middle East & Africa Automotive Data Management Market Outlook, By Application (2021-2030) ($MN)
• Table 156 Middle East & Africa Automotive Data Management Market Outlook, By Dealer Performance Analysis (2021-2030) ($MN)
• Table 157 Middle East & Africa Automotive Data Management Market Outlook, By Driver & User Behavior Analysis (2021-2030) ($MN)
• Table 158 Middle East & Africa Automotive Data Management Market Outlook, By Predictive Maintenance (2021-2030) ($MN)
• Table 159 Middle East & Africa Automotive Data Management Market Outlook, By Safety & Security Management (2021-2030) ($MN)
• Table 160 Middle East & Africa Automotive Data Management Market Outlook, By Usage-Based Insurance (UBI) (2021-2030) ($MN)
• Table 161 Middle East & Africa Automotive Data Management Market Outlook, By Warranty Analytics (2021-2030) ($MN)
• Table 162 Middle East & Africa Automotive Data Management Market Outlook, By Other Applications (2021-2030) ($MN)