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세계의 자동차 예지보전 시장 : 용도별, 기술별, 컴포넌트별, 차량 유형별, 국가별, 지역별 산업 분석, 시장 규모, 시장 점유율, 예측(2025-2032년)

Automotive Predictive Maintenance Market, By Application, By Technology, By Component, By Vehicle Type, By Country, and By Region - Global Industry Analysis, Market Size, Market Share & Forecast from 2025-2032

발행일: 2025년 12월 | 리서치사:

AnalystView Market Insights | 페이지 정보: 영문 398 Pages | 배송안내 : 2-3일 (영업일 기준)

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자동차 예지보전 시장의 규모는 2024년 25억 6,778만 달러로 평가되었으며, 2025년부터 2032년까지 연평균 복합 성장률(CAGR) 16.5%로 확대될 전망입니다.

자동차 예지보전 시장은 실시간 데이터, 연결성, 첨단 소프트웨어를 활용하여 차량 또는 그 부품의 고장 발생 시기를 예측함으로써 고장 발생 전에 유지보수를 실시하는 것을 목적으로 하고 있습니다. 기존의 고정 서비스 스케줄을 따르거나 문제가 발생할 때까지 기다리는 것이 아니라, 예지보전 시스템은 자동차 센서, ECU, 텔레매틱스 장비, 커넥티드카 플랫폼에서 정보를 수집합니다. 이 데이터는 알고리즘과 머신러닝을 사용하여 분석되어 마모, 비정상 동작 또는 향후 발생할 수 있는 고장을 나타내는 패턴을 식별합니다.

자동차 예지보전 시장 - 시장의 역학

커넥티드카와 폭발적으로 증가하는 자동차 데이터량이 예지보전의 도입을 촉진

자동차 예지보전 시장의 주요 촉진요인 중 하나는 커넥티드카의 급속한 보급과 현대 차량이 생성하는 방대한 데이터량입니다. 업계의 최근 추계에 따르면 전 세계적으로 이미 약 2억-2억 5,000만대의 커넥티드카가 주행하고 있으며, 이 수는 2030년까지 약 4억-5억대에 달할 것으로 예상됩니다. 커넥티드카 시장 자체는 금세기 말까지 2,000억에서 2,500억 달러 이상 규모로 성장할 것으로 주로 예상됩니다. 현대 차량은 센서, ECU(전자제어장치), 텔레매틱스 장치, ADAS(첨단 운전 지원 시스템) 기능 등부터 엔진 성능, 브레이크 마모, 타이어 공기압, 배터리 상태, 액량 레벨, 심지어 운전 스타일에 이르기까지 시간당 기가바이트 단위의 데이터를 생산할 수 있습니다. 전체 자동차 IoT 시장은 약 15%에서 20%의 연평균 복합 성장률(CAGR)로 확대될 것으로 예상되지만, 예지보전 분야는 이보다 더 높은 20%에서 30%의 연평균 복합 성장률(CAGR)을 보일 것으로 예측됩니다. 이는 자동차 제조업체, 플릿 사업자 및 서비스 제공업체가 명확한 경제적 이점을 인식하고 있기 때문입니다. 예를 들어, 세계의 상용차 플릿은 수억 대 규모이며, 예기치 않은 다운타임은 1대 당 1일 수백 달러, 때로는 수천 달러의 손실을 초래할 수 있습니다. 플릿 텔레매틱스 사례 연구를 통해 예지보전을 적절하게 활용할 경우 유지보수 비용이 약 10%에서 20% 감소하고 예기치 않은 고장 및 다운타임이 20%에서 40% 감소한 것으로 보고되었습니다. 동시에 EV 파워트레인이나 첨단 운전 지원 시스템(ADAS)의 보급에 의해 차량의 복잡화가 진행되어 기존의 정기점검만의 유지보수로는 효율성이 저하되고 있습니다. 세계의 자동차 애프터서비스 시장의 규모는 연간 1조 달러를 넘는 것으로 주로 평가되며, 고장 발생 전 예측에 의한 경미한 개선율도 막대한 비용 절감과 새로운 수익원으로 이어집니다. 이것이 많은 기업들이 자동차 예지보전 솔루션에 많은 투자를 하고 있는 이유입니다.

자동차 예지보전 시장 - 시장 세분화 분석

세계의 자동차 예지보전 시장은 용도, 기술, 부품, 차종, 지역에 따라 구분됩니다. 컴포넌트의 관점에서 가치의 대부분은 독립적인 단위 도구에서 통합 플랫폼으로 전환하고 있습니다. 대규모 자동차 제조업체 및 플릿 운영 회사(수천 대의 차량을 관리하는 사업자 포함)는 텔레매틱스, 진단, 예지보전, 분석 기능을 단일 시스템에 통합하는 솔루션을 점점 더 선택하고 있습니다. 이는 2030년까지 2,000억 달러에서 2,500억 달러 이상에 달할 것으로 예상되는 광범위한 커넥티드 자동차 및 커넥티드 플릿 시장에 적합하며, 예지보전은 이러한 플랫폼에 내장된 주요 모듈로 자리매김하고 있습니다.

기술적 관점에서 IoT는 자동차 예지보전의 진정한 기반이 되었습니다. 전 세계적으로 이미 2억-2억 5,000만대의 커넥티드카가 주행하고 있으며, 이 숫자는 2030년까지 약 4억-5억대에 이를 것으로 예측되고 있습니다. 이러한 차량은 텔레매틱스 유닛, OBD 장치, 차량 탑재 센서를 활용하여 엔진 성능, 부품 마모, 운전 상황에 대한 데이터를 지속적으로 전송합니다. 자동차 IoT 시장은 대략 CAGR 15%에서 20%로 확대될 것으로 예측되고 있으며, 예지보전은 주요 이용 사례 중 하나입니다. 빅데이터 분석, BI, 클라우드 컴퓨팅, 점점 더 중요성이 높아지는 5G와 같은 고차원 툴은 모두 이 기본 IoT 데이터 계층을 기반으로 합니다.

용도면에서는 예지보전 자체가 핵심이 되는 고부가가치 이용 사례입니다. 세계의 자동차 애프터서비스 시장은 연간 1조 달러 이상으로 주로 평가되며, 상용 차량의 예기치 않은 다운타임은 1대당 1일 수백 달러에서 1,000달러 이상의 손실을 초래합니다. 텔레매틱스 및 플릿 관리 제공업체의 사례 연구에서는 예지보전의 도입으로 유지보수 비용이 10%에서 20% 감소하고 예기치 않은 고장이 약 20%에서 40% 감소한 것으로 보고되는 경우가 많습니다. 이러한 이점은 정량화가 용이하며 따라서 플릿 사업자와 OEM 제조업체는 커넥티드 플랫폼에 투자할 때 예지보전 기능을 우선적으로 도입하고 있습니다.

차량 유형별로 보면 승용차가 잠재적인 도입 규모로 최대의 기반을 형성하고 있습니다. 세계 14억대가 넘는 차량의 대부분은 승용차이며, 소형차의 연간 판매량은 보통 6,500만에서 7,500만 대 규모입니다. 유럽, 북미, 중국 등 주요 시장에서는 2020년대 후반까지 신차의 70%에서 80%에 달한 것으로 나타난 연결 차량의 판매 비율이 증가하고 있습니다. 상용차는 예지보전 시장에서 즉각적인 ROI가 더 높을 수 있지만, 연결된 승용차의 방대한 수가 이 시장에서 솔루션 전체의 규모와 데이터 생성을 견인하는 데 있어서 중요한 역할을 담당하고 있습니다.

자동차 예지보전 시장 - 지역별 분석

지리적 관점에서 보면 자동차 예지보전 시장은 주로 커넥티드카와 첨단 텔레매틱스가 가장 널리 보급되고 있는 지역을 추종하기 때문에 북미, 유럽, 아시아태평양이 두드러집니다. 북미(특히 미국과 캐나다)는 텔레매틱스와 플릿 관리 생태계가 매우 성숙하고 있으며 세계 커넥티드 자동차 수익의 약 25%에서 30%를 차지할 것으로 예상되는 경우가 많습니다. 미국에서만 등록 차량수는 2억 8,000만대를 넘어섰으며, GPS 추적이나 엔진 진단을 이미 이용하고 있는 트럭이나 배송용 밴이 방대한 수로 존재하기 때문에 예지보전의 자연적인 적용처가 되고 있습니다. 유럽도 마찬가지로 큰 시장이며 독일, 영국, 프랑스, 북유럽 국가 등 연결률이 높은 국가를 포함해 세계의 커넥티드카 시장의 25%에서 30%를 차지하고 있습니다. 유럽에서는 안전, 배기 가스 규제와 강력한 OEM 프로그램이 함께 예지보전 서비스의 도입을 뒷받침하고 있습니다. 아시아태평양은 가장 성장하는 지역이며 세계 소형차 생산의 절반 이상을 차지하고 중국, 일본, 한국, 인도가 주도적인 역할을 하고 있습니다. 세계에서는 추정 14억대 이상의 차량이 주행하고 있으며, 그 중 약 2억에서 2억 5,000만대가 이미 '커넥티드카'로 분류되어 있습니다. 예측에 따르면 이 수치는 2030년까지 약 4억에서 5억대까지 증가할 수 있으며, 신규 성장의 대부분은 커넥티드 서비스와 전자상거래 물류의 확대에 따라 아시아태평양에서 발생할 것으로 예측됩니다.

자동차 예지보전 시장 - 국가별 인사이트

미국은 자동차 예지보전 시장에서 가장 유력한 단독 시장 중 하나입니다. 방대한 차량 보유 대수 외에도 텔레매틱스와 클라우드 기술의 도입률이 높은 것이 그 배경에 있습니다. 미국에서는 2억 8,000만대 이상의 소형차와 수백만대의 중형, 대형 트럭이 가동하고 있으며 세계 최대급의 차량군을 보유하고 있습니다. 장거리 운송, 라스트마일 배송, 리스 등의 분야에서 상용 텔레매틱스의 보급률은 이미 매우 높으며, 특정 카테고리에서는 대상 차량의 50% 이상으로 추정되는 경우도 있습니다. 북미의 플릿 관리 시장 자체는 종종 수백억 달러 규모로 평가되며, 1자리대 후반에서 2자리대 전반의 높은 CAGR로 성장하고 있습니다. 이러한 환경 하에서 예지보전은 명확한 경제적 합리성이 있습니다. 단일 트럭의 가동 정지로 인한 손실은 적재 손실, 위약금, 긴급 수리비 등을 더하면 하루에 수백 달러에서 1,000 달러 이상에 이르는 경우도 드물지 않습니다. 미국의 플릿 사업자와 텔레매틱스 제공업체의 사례 연구는 예지보전 툴 도입 후 유지보수 비용이 10%에서 20% 감소하고 예기치 않은 고장이 20%에서 40% 감소한 것으로 보고되는 경우가 많습니다. 또한 많은 미국 OEM 제조업체 및 기술 기업들이 연결 서비스 및 무선 업데이트(OTA) 진단을 추진하고 있으며, 자체 브랜드 앱 및 구독 패키지에 예측 기능을 통합하고 있습니다. 강력한 4G 및 5G 커버리지와 AWS, Azure, Google Cloud와 같은 클라우드 플랫폼의 보급으로 이러한 솔루션의 도입과 확장이 용이해졌으며, 이는 미국이 새로운 예지보전 솔루션의 주요 시험장 및 참고 시장으로 이용되는 이유입니다.

소개
북미
- 개요
- 북미의 주요 제조업체
- 미국
- 캐나다
유럽
- 개요
- 유럽의 주요 제조업체
- 독일
- 영국
- 프랑스
- 이탈리아
- 스페인
- 네덜란드
- 스웨덴
- 러시아
- 폴란드
- 기타
아시아태평양(APAC)
- 개요
- 아시아태평양의 주요 제조업체
- 중국
- 인도
- 일본
- 한국
- 호주
- 인도네시아
- 태국
- 필리핀
- 기타
라틴아메리카(LATAM)
- 개요
- 라틴아메리카의 주요 제조업체
- 브라질
- 멕시코
- 아르헨티나
- 콜롬비아
- 기타
중동 및 아프리카(MEA)
- 개요
- 중동 및 아프리카의 주요 제조업체
- 사우디아라비아
- 아랍에미리트(UAE)
- 이스라엘
- 튀르키예
- 알제리
- 이집트
- 기타

제12장 주요 벤더 분석 : 자동차 예지보전 업계

경쟁 벤치마킹
- 경쟁 대시보드
- 경쟁 포지셔닝
기업 프로파일
- Cloud Software Group, Inc.
- Continental AG
- IBM
- Microsoft
- NXP Semiconductors
- Oracle
- PTC
- Robert Bosch GmbH
- SAP SE
- SAS Institute Inc.
- ZF Friedrichshafen AG
- 기타

제13장 애널리스트의 종합 전망

CSM

Automotive Predictive Maintenance Market size was valued at US$ 2,567.78 Million in 2024, expanding at a CAGR of 16.5% from 2025 to 2032.

The automotive predictive maintenance market is all about using real-time data, connectivity, and advanced software to figure out when a vehicle or one of its parts is likely to fail, so maintenance can be done before something breaks. Instead of only following fixed service schedules or waiting until a problem shows up, predictive maintenance systems collect information from on-board sensors, ECUs, telematics devices, and connected-vehicle platforms. This data is then analyzed with algorithms and machine learning to spot patterns that point to wear, unusual behavior, or possible future faults.

Automotive Predictive Maintenance Market- Market Dynamics

Connected Vehicles and Exploding Car Data Volumes Pushing Predictive Maintenance Adoption

One of the main drivers for the Automotive Predictive Maintenance Market is the rapid growth of connected cars and the huge amount of data modern vehicles now generate. Recent industry estimates suggest there are already around 200-250 million connected cars on the road worldwide, and this number could reach roughly 400-500 million by 2030. The connected car market itself is often projected to be worth more than USD 200-250 billion by the end of the decade. Today's vehicles can produce gigabytes of data per hour from sensors, ECUs, telematics units, and ADAS features, covering things like engine performance, brake wear, tire pressure, battery status, fluid levels, and even driving style. The broader automotive IoT market is expected to grow at about 15-20% CAGR, while the predictive maintenance segment is often forecast to grow even faster, in the 20-30% CAGR range, because OEMs, fleets, and service providers see clear financial benefits. For example, the global commercial vehicle fleet is in the hundreds of millions, and unplanned downtime can cost hundreds or even thousands of dollars per truck per day. Some fleet telematics case studies report maintenance cost reductions of around 10-20% and cuts in unexpected breakdowns or downtime by 20-40% when predictive maintenance is used properly. At the same time, vehicles are becoming more complex with EV powertrains and advanced driver-assistance systems, which makes traditional, purely scheduled maintenance less efficient. Since global automotive after sales and service is often valued at over USD 1 trillion per year, even small percentage improvements from predicting failures before they occur translate into huge savings and new revenue streams, which is why so many companies are investing heavily in automotive predictive maintenance solutions.

Automotive Predictive Maintenance Market- Segmentation Analysis:

The Global Automotive Predictive Maintenance Market is segmented by application, technology, component, vehicle type, and region. On the component side, most of the value is shifting toward integrated platforms rather than separate, standalone tools. Large OEMs and fleet operators, some managing thousands of vehicles, increasingly choose solutions that bundle telematics, diagnostics, predictive maintenance, and analytics in a single system. This fits into the broader connected car/connected fleet market, which is often projected to exceed USD 200-250 billion by 2030, with predictive maintenance embedded as a key module inside these platforms.

From a technology angle, IoT is the real backbone of automotive predictive maintenance. There are already an estimated 200-250 million connected cars on the road globally, and this figure could climb to around 400-500 million by 2030. These vehicles use telematics units, OBD devices, and onboard sensors to stream continuous data on engine performance, component wear, and driving conditions. The automotive IoT market is usually forecast to grow at about 15-20% CAGR, and predictive maintenance is one of its main use cases. Higher-level tools like Big Data analytics, BI, cloud computing, and, increasingly, 5G all build on this basic IoT data layer.

In terms of application, predictive maintenance itself is the core, high-value use case. The global automotive aftersales and service market is often valued at over USD 1 trillion annually, and unplanned downtime for commercial fleets can cost hundreds to more than USD 1,000 per vehicle per day. Case studies from telematics and fleet management providers often report maintenance cost savings of 10-20% and reductions in unexpected breakdowns of around 20-40% once predictive maintenance is implemented. Because these benefits are easy to quantify, fleets and OEMs are prioritizing predictive maintenance features when they invest in connected platforms.

By vehicle type, passenger cars form the largest base in terms of potential coverage. Out of more than 1.4 billion vehicles worldwide, the majority are passenger cars, and annual light-vehicle sales are usually in the 65-75 million range. In major markets like Europe, North America, and China, a growing share of new cars often estimated to hit 70-80% by the late 2020s will be sold as connected vehicles. Even though commercial vehicles may have a stronger immediate ROI for predictive maintenance, the sheer number of connected passenger cars gives them a major role in driving overall solution volume and data generation in this market.

Automotive Predictive Maintenance Market- Geographical Insights

From a geographical point of view, the automotive predictive maintenance market mainly follows where connected vehicles and advanced telematics are most common, so North America, Europe, and Asia-Pacific stand out. North America (especially the U.S. and Canada) has a very mature telematics and fleet management ecosystem and is often estimated to account for roughly 25-30% of global connected-car revenues. The U.S. alone has more than 280 million registered vehicles, plus a huge population of trucks and delivery vans that already use GPS tracking and engine diagnostics, which makes it a natural fit for predictive maintenance. Europe is another big region, also usually in the 25-30% range of the global connected-car space, with high connectivity rates in countries like Germany, the U.K., France, and the Nordics. European regulations on safety and emissions, along with strong OEM programs, help push adoption of predictive services. Asia-Pacific is the fastest-growing region: it accounts for more than half of global light-vehicle production, with China, Japan, South Korea, and India leading the way. Globally, there are an estimated 1.4+ billion vehicles on the road and around 200-250 million already classed as "connected cars." Forecasts often suggest this could rise to about 400-500 million by 2030, and a large share of that new growth is expected to come from Asia-Pacific as connected services and e-commerce logistics expand.

Automotive Predictive Maintenance Market- Country Insights

The United States is one of the strongest individual markets for automotive predictive maintenance because it combines a huge vehicle base with high adoption of telematics and cloud technologies. The U.S. has over 280 million light-duty vehicles in operation and several million medium- and heavy-duty trucks, giving it one of the largest fleets in the world. Commercial telematics penetration in segments like long-haul trucking, last-mile delivery, and leasing is already very high some estimates put it above 50% of addressable fleets in certain categories. The North American fleet management market itself is often valued in the tens of billions of dollars and is growing at high single- to low double-digit CAGRs. In this environment, predictive maintenance has a clear financial logic: downtime for a single truck can easily cost hundreds to more than USD 1,000 per day when you add lost loads, penalties, and emergency repair bills. Case studies from U.S. fleet and telematics providers frequently report 10-20% reductions in maintenance costs and 20-40% cuts in unexpected breakdowns after implementing predictive tools. On top of this, many U.S. OEMs and tech companies are pushing connected services and over-the-air (OTA) diagnostics, integrating predictive features into their own branded apps and subscription packages. Strong 4G/5G coverage and widespread use of cloud platforms like AWS, Azure, and Google Cloud make it easier to deploy and scale these solutions, which is why the U.S. often serves as a key testbed and reference market for new predictive maintenance offerings.

Automotive Predictive Maintenance Market- Competitive Landscape:

The competitive landscape in the automotive predictive maintenance space is quite crowded and diverse. Traditional automakers such as GM, Ford, BMW, Mercedes-Benz, Volkswagen, and Toyota are building predictive diagnostics into their connected-car ecosystems, usually under their own "connected services" brands. Major Tier-1 suppliers like Bosch, Continental, ZF, and Denso are combining hardware (sensors, telematics units, ECUs) with cloud-based analytics to offer end-to-end solutions. In parallel, telematics and fleet management providers including companies like Geotab, Samsara, Verizon Connect, Trimble, Teletrac Navman, and Omnitracs/Solera operate platforms that track data from millions of vehicles, where predictive maintenance is one of the key add-on modules. On the tech side, cloud giants such as AWS, Microsoft Azure, and Google Cloud provide IoT, data lake, and machine-learning services that many automotive players use as the backbone of their predictive systems, while smaller software start-ups focus on building specialized models (for example, predicting remaining useful life for specific components). The broader automotive IoT market is typically projected to grow at around 15-20% CAGR, and the predictive maintenance niche is often quoted with even higher growth rates, around 20-30% CAGR. Because of this, competition increasingly centers on who has the best data (breadth and quality of sensor inputs), the most accurate predictive models, smooth integration into existing fleet/OEM workflows, and the ability to show a clear ROI in terms of reduced downtime and maintenance spend.

Recent Developments:

In May 2025, at its Think 2025 conference, IBM showed off how its Watsonx platform can handle real-time analytics by using streaming sensor data from a Formula 1 race car and turning it into personalized insights. In the demo, data like temperature, pressure, and telemetry was sent from the car and processed using an edge-to-cloud setup. This kind of system is very similar to what modern vehicles need, where large amounts of high-frequency data are used for things like predictive diagnostics, performance tuning, and safety analytics.

In January 2023, Salesforce, which is mostly known for its CRM tools, announced a partnership with Qualcomm Technologies to work on Salesforce's Automotive Cloud platform. The basic idea is to combine Salesforce's strength in cloud and customer data with Qualcomm's experience in in-car connectivity and edge computing, so carmakers can offer smarter connected-vehicle features, including things like real-time monitoring and potentially predictive maintenance.

Also in January 2023, Otonomo, a car data company based in Israel, signed a strategic partnership with Microsoft to provide streaming connected-vehicle data to Microsoft Maps. Through this deal, live data from vehicles such as traffic and location information can be used to improve Microsoft's map services. It also shows how real-time vehicle data is becoming a key resource that different tech and automotive companies want to build services on top of.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL AUTOMOTIVE PREDICTIVE MAINTENANCE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Cloud Software Group, Inc.
Continental AG
IBM
Microsoft
NXP Semiconductors
Oracle
PTC
Robert Bosch GmbH
SAP SE
SAS Institute Inc.
ZF Friedrichshafen AG
Others

GLOBAL AUTOMOTIVE PREDICTIVE MAINTENANCE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

Predictive Maintenance
Vehicle Telematics
Driver & Behavior Analytics
Fleet Management
Warranty Analytics
Others

GLOBAL AUTOMOTIVE PREDICTIVE MAINTENANCE MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2019 - 2032

IoT
Big Data & Data Analytics
Business Intelligence (BI)
Cloud Computing
5G

GLOBAL AUTOMOTIVE PREDICTIVE MAINTENANCE MARKET, BY COMPONENT- MARKET ANALYSIS, 2019 - 2032

Solutions
Integrated
Standalone
Services
Professional Services
Managed Services

GLOBAL AUTOMOTIVE PREDICTIVE MAINTENANCE MARKET, BY VEHICLE TYPE- MARKET ANALYSIS, 2019 - 2032

Passenger Cars
Commercial Vehicles
Electric Vehicles (EVs)

GLOBAL AUTOMOTIVE PREDICTIVE MAINTENANCE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

North America
U.S.
Canada
Europe
Germany
UK
France
Italy
Spain
The Netherlands
Sweden
Russia
Poland
Rest of Europe
Asia Pacific
China
India
Japan
South Korea
Australia
Indonesia
Thailand
Philippines
Rest of APAC
Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
The Middle East and Africa
Saudi Arabia
UAE
Israel
Turkey
Algeria
Egypt
Rest of MEA

1. Automotive Predictive Maintenance Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. Automotive Predictive Maintenance Market Snippet by Application
- 2.1.2. Automotive Predictive Maintenance Market Snippet by Technology
- 2.1.3. Automotive Predictive Maintenance Market Snippet by Component
- 2.1.4. Automotive Predictive Maintenance Market Snippet by Vehicle Type
- 2.1.5. Automotive Predictive Maintenance Market Snippet by Country
- 2.1.6. Automotive Predictive Maintenance Market Snippet by Region
2.2. Competitive Insights

3. Automotive Predictive Maintenance Key Market Trends

3.1. Automotive Predictive Maintenance Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. Automotive Predictive Maintenance Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. Automotive Predictive Maintenance Market Opportunities
3.4. Automotive Predictive Maintenance Market Future Trends

4. Automotive Predictive Maintenance Industry Study

4.1. PEST Analysis
4.2. Porter's Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis

5. Automotive Predictive Maintenance Market: Impact of Escalating Geopolitical Tensions

5.1. Impact of COVID-19 Pandemic
5.2. Impact of Russia-Ukraine War
5.3. Impact of Middle East Conflicts

6. Automotive Predictive Maintenance Market Landscape

6.1. Automotive Predictive Maintenance Market Share Analysis, 2024
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. Automotive Predictive Maintenance Market - By Application

7.1. Overview
- 7.1.1. Segment Share Analysis, By Application, 2024 & 2032 (%)
- 7.1.2. Predictive Maintenance
- 7.1.3. Vehicle Telematics
- 7.1.4. Driver & Behavior Analytics
- 7.1.5. Fleet Management
- 7.1.6. Warranty Analytics
- 7.1.7. Others

8. Automotive Predictive Maintenance Market - By Technology

8.1. Overview
- 8.1.1. Segment Share Analysis, By Technology, 2024 & 2032 (%)
- 8.1.2. IoT
- 8.1.3. Big Data & Data Analytics
- 8.1.4. Business Intelligence (BI)
- 8.1.5. Cloud Computing
- 8.1.6. 5G

9. Automotive Predictive Maintenance Market - By Component

9.1. Overview
- 9.1.1. Segment Share Analysis, By Component, 2024 & 2032 (%)
- 9.1.2. Solutions
  - 9.1.2.1. Integrated
  - 9.1.2.2. Standalone
- 9.1.3. Services
  - 9.1.3.1. Professional Services
  - 9.1.3.2. Managed Services

10. Automotive Predictive Maintenance Market - By Vehicle Type

10.1. Overview
- 10.1.1. Segment Share Analysis, By Vehicle Type, 2024 & 2032 (%)
- 10.1.2. Passenger Cars
- 10.1.3. Commercial Vehicles
- 10.1.4. Electric Vehicles (EVs)

11. Automotive Predictive Maintenance Market- By Geography

11.1. Introduction
- 11.1.1. Segment Share Analysis, By Geography, 2024 & 2032 (%)
11.2. North America
- 11.2.1. Overview
- 11.2.2. Automotive Predictive Maintenance Key Manufacturers in North America
- 11.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.2.4. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.2.5. North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.2.6. North America Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 11.2.7. North America Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.2.8. U.S.
  - 11.2.8.1. Overview
  - 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.8.3. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.2.8.4. U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.2.8.5. U.S. Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.2.8.6. U.S. Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.2.9. Canada
  - 11.2.9.1. Overview
  - 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.2.9.3. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.2.9.4. Canada Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.2.9.5. Canada Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.2.9.6. Canada Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
11.3. Europe
- 11.3.1. Overview
- 11.3.2. Automotive Predictive Maintenance Key Manufacturers in Europe
- 11.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.3.4. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.3.5. Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.3.6. Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 11.3.7. Europe Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.8. Germany
  - 11.3.8.1. Overview
  - 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.8.3. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.8.4. Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.8.5. Germany Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.8.6. Germany Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.9. UK
  - 11.3.9.1. Overview
  - 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.9.3. UK Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.9.4. UK Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.9.5. UK Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.9.6. UK Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.10. France
  - 11.3.10.1. Overview
  - 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.10.3. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.10.4. France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.10.5. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.10.6. France Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.11. Italy
  - 11.3.11.1. Overview
  - 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.11.3. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.11.4. Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.11.5. Italy Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.11.6. Italy Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.12. Spain
  - 11.3.12.1. Overview
  - 11.3.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.12.3. Spain Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.12.4. Spain Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.12.5. Spain Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.12.6. Spain Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.13. The Netherlands
  - 11.3.13.1. Overview
  - 11.3.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.13.3. The Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.13.4. The Netherlands Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.13.5. The Netherlands Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.13.6. The Netherlands Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.14. Sweden
  - 11.3.14.1. Overview
  - 11.3.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.14.3. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.14.4. Sweden Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.14.5. Sweden Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.14.6. Sweden Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.15. Russia
  - 11.3.15.1. Overview
  - 11.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.15.3. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.15.4. Russia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.15.5. Russia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.15.6. Russia Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.16. Poland
  - 11.3.16.1. Overview
  - 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.16.3. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.16.4. Poland Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.16.5. Poland Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.16.6. Poland Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.3.17. Rest of Europe
  - 11.3.17.1. Overview
  - 11.3.17.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.3.17.3. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.3.17.4. Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.3.17.5. Rest of the Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.3.17.6. Rest of the Europe Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
11.4. Asia Pacific (APAC)
- 11.4.1. Overview
- 11.4.2. Automotive Predictive Maintenance Key Manufacturers in Asia Pacific
- 11.4.3. APAC Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.4.4. APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.4.5. APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.4.6. APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 11.4.7. APAC Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.4.8. China
  - 11.4.8.1. Overview
  - 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.8.3. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.8.4. China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.8.5. China Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.8.6. China Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.4.9. India
  - 11.4.9.1. Overview
  - 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.9.3. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.9.4. India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.9.5. India Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.9.6. India Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.4.10. Japan
  - 11.4.10.1. Overview
  - 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.10.3. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.10.4. Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.10.5. Japan Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.10.6. Japan Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.4.11. South Korea
  - 11.4.11.1. Overview
  - 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.11.3. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.11.4. South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.11.5. South Korea Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.11.6. South Korea Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.4.12. Australia
  - 11.4.12.1. Overview
  - 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.12.3. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.12.4. Australia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.12.5. Australia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.12.6. Australia Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.4.13. Indonesia
  - 11.4.13.1. Overview
  - 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.13.3. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.13.4. Indonesia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.13.5. Indonesia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.13.6. Indonesia Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.4.14. Thailand
  - 11.4.14.1. Overview
  - 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.14.3. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.14.4. Thailand Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.14.5. Thailand Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.14.6. Thailand Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.4.15. Philippines
  - 11.4.15.1. Overview
  - 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.15.3. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.15.4. Philippines Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.15.5. Philippines Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.15.6. Philippines Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.4.16. Rest of APAC
  - 11.4.16.1. Overview
  - 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.4.16.3. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.4.16.4. Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.4.16.5. Rest of APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.4.16.6. Rest of APAC Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
11.5. Latin America (LATAM)
- 11.5.1. Overview
- 11.5.2. Automotive Predictive Maintenance Key Manufacturers in Latin America
- 11.5.3. LATAM Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.5.4. LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.5.5. LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.5.6. LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 11.5.7. LATAM Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.5.8. Brazil
  - 11.5.8.1. Overview
  - 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.8.3. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.8.4. Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.8.5. Brazil Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.5.8.6. Brazil Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.5.9. Mexico
  - 11.5.9.1. Overview
  - 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.9.3. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.9.4. Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.9.5. Mexico Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.5.9.6. Mexico Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.5.10. Argentina
  - 11.5.10.1. Overview
  - 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.10.3. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.10.4. Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.10.5. Argentina Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.5.10.6. Argentina Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.5.11. Colombia
  - 11.5.11.1. Overview
  - 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.11.3. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.11.4. Colombia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.11.5. Colombia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.5.11.6. Colombia Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.5.12. Rest of LATAM
  - 11.5.12.1. Overview
  - 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.5.12.3. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.5.12.4. Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.5.12.5. Rest of LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.5.12.6. Rest of LATAM Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
11.6. Middle East and Africa (MEA)
- 11.6.1. Overview
- 11.6.2. Automotive Predictive Maintenance Key Manufacturers in Middle East and Africa
- 11.6.3. MEA Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 11.6.4. MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 11.6.5. MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 11.6.6. MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
- 11.6.7. MEA Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.6.8. Saudi Arabia
  - 11.6.8.1. Overview
  - 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.8.3. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.8.4. Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.8.5. Saudi Arabia Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.6.8.6. Saudi Arabia Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.6.9. United Arab Emirates
  - 11.6.9.1. Overview
  - 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.9.3. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.9.4. United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.9.5. United Arab Emirates Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.6.9.6. United Arab Emirates Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.6.10. Israel
  - 11.6.10.1. Overview
  - 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.10.3. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.10.4. Israel Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.10.5. Israel Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.6.10.6. Israel Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.6.11. Turkey
  - 11.6.11.1. Overview
  - 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.11.3. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.11.4. Turkey Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.11.5. Turkey Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.6.11.6. Turkey Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.6.12. Algeria
  - 11.6.12.1. Overview
  - 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.12.3. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.12.4. Algeria Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.12.5. Algeria Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.6.12.6. Algeria Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.6.13. Egypt
  - 11.6.13.1. Overview
  - 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.13.3. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.13.4. Egypt Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.13.5. Egypt Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.6.13.6. Egypt Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)
- 11.6.14. Rest of MEA
  - 11.6.14.1. Overview
  - 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 11.6.14.3. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 11.6.14.4. Rest of MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 11.6.14.5. Rest of MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Million)
  - 11.6.14.6. Rest of MEA Market Size and Forecast, By Vehicle Type, 2019 - 2032 (US$ Million)

12. Key Vendor Analysis- Automotive Predictive Maintenance Industry

12.1. Competitive Benchmarking
- 12.1.1. Competitive Dashboard
- 12.1.2. Competitive Positioning
12.2. Company Profiles
- 12.2.1. Cloud Software Group, Inc.
- 12.2.2. Continental AG
- 12.2.3. IBM
- 12.2.4. Microsoft
- 12.2.5. NXP Semiconductors
- 12.2.6. Oracle
- 12.2.7. PTC
- 12.2.8. Robert Bosch GmbH
- 12.2.9. SAP SE
- 12.2.10. SAS Institute Inc.
- 12.2.11. ZF Friedrichshafen AG
- 12.2.12. Others

13. 360 Degree AnalystView

14. Appendix

14.1. Research Methodology
14.2. References
14.3. Abbreviations
14.4. Disclaimer
14.5. Contact Us