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Global Automotive Predictive Analytics Market Size, Share & Industry Analysis Report By Component (Software, Services, and Hardware), By Vehicle Type (Passenger Cars, Commercial Vehicles, and Electric Vehicles (EVs)), By End User (OEMs, Fleet Operators, a

Published Oct 15, 2025
Length 564 Pages
SKU # KBV20513529

Description

The Global Automotive Predictive Analytics Market size is expected to reach $10.62 billion by 2032, rising at a market growth of 27.5% CAGR during the forecast period.

Key Highlights:
  • The North America market dominated Global Automotive Predictive Analytics Market in 2024, accounting for a 33.62% revenue share in 2024.
  • The U.S. market is projected to maintain its leadership in North America, reaching a market size of USD 2.33 billion by 2032.
  • Among the various Component, the Software segment dominated the global market, contributing a revenue share of 50.10% in 2024.
  • In terms of Vehicle Type, Passenger Cars segment are expected to lead the global market, with a projected revenue share of 26.9% by 2032.
  • The OEMs market emerged as the leading End User in 2024, capturing a 39.64% revenue share, and is projected to retain its dominance during the forecast period.
  • The Predictive Maintenance Market in Application is poised to grow at the market in 2032 with a market size of USD 3.37 billion and is projected to maintain its dominant position throughout the forecast period.
The automotive predictive analytics market is developed recently through the integration of telematics, connected vehicles, AI-driven automotive engineering, and data science. The technology has expanded its usage to encompass warranty management, supply chain forecasting, and vehicle safety. The rising popularity of autonomous and connected vehicles is generating large data streams, and predictive analytics supports functions like route optimization, fuel efficiency, and behaviour analysis. Insurers and the government have further supported the larger adoption through emissions, smart mobility, and safety regulations. With the digitalization of automotive industries, predictive analytics has become important to improving reliability, customization, and safety across the mobility ecosystem, transforming vehicles into self-learning, smart systems.

The automotive predictive analytics market is predicted to grow backed by trends including vehicle health management and predictive maintenance, applications in mobility service, insurance, supply chain optimization, and integrated with autonomous and connected vehicles. Fleet operators and automakers use predictive models to manage EV battery life, reduce downtime, and component failures. Predictive systems also allow autonomous vehicles to predict risks and customize in-car experiences. Furthermore, Mobility-as-a-Service, and insurance providers leverage analytics for demand forecasting, operational efficiency, and dynamic pricing. Key market players compete through embedded predictive features, data partnerships, and monetized insights. With increasing focus on personalized innovation, ethical data use, and cybersecurity, predictive analytics has become an essential part of the automotive sector’s transformation toward data-driven, proactive, and sustainable mobility.

Market Share Analysis

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

COVID 19 Impact Analysis

The COVID-19 pandemic made it much harder for the automotive predictive analytics market to grow. Lockdowns around the world, problems with the supply chain, and a lack of semiconductors caused a big drop in vehicle production and sales. This made automakers shift their focus from digital investments to keeping their businesses running and managing their finances. Data collection was slowed down by less mobility and uncertain consumer demand. Analytics projects and research and development (R&D) activities were also delayed by budget limits and workforce limits. Collaboration between manufacturers, technology providers, and analytics firms was also affected, which made it harder to use solutions for predictive maintenance, demand forecasting, and customer behavior analysis. Because of this, the market temporarily stopped growing, with adoption rates and technological progress slowing until the recovery after the pandemic. Thus, the COVID-19 pandemic had a negative impact on the market.

Component Outlook

Based on Component, the market is segmented into Software, Services, and Hardware. The services segment attained 32% revenue share in the Automotive Predictive Analytics Market in 2024.  The services segment forms an integral part of the automotive predictive analytics market, providing essential support for the deployment, maintenance, and optimization of analytical solutions. It includes consulting, implementation, system integration, and ongoing support services that ensure seamless operation and efficient utilization of predictive analytics tools.

Vehicle Type Outlook

Based on Vehicle Type, the market is segmented into Passenger Cars, Commercial Vehicles, and Electric Vehicles (EVs). The commercial vehicles segment recorded 29% revenue share in the Automotive Predictive Analytics Market in 2024.  The commercial vehicles segment plays a significant role in the automotive predictive analytics market by leveraging data to enhance operational efficiency and reduce downtime. Predictive analytics assists fleet operators in monitoring vehicle health, predicting maintenance requirements, and optimizing route management. It also contributes to lowering fuel consumption, improving driver safety, and managing large fleets more effectively.

Regional Outlook

Region-wise, the Automotive Predictive Analytics Market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America segment recorded 34% revenue share in the Automotive Predictive Analytics Market in 2024. The automotive predictive analytics market is estimated to experience growth in North America and Europe. The market is supported by strong regulatory frameworks, advanced automotive infrastructure, and early adoption of autonomous and connected vehicle technologies. In North America, major automakers, fleet operators, and technology companies are investing heavily in AI-based maintenance and predictive telematics to reduce operational costs and improve vehicle performance. The market’s expansion is supported by a well-established ecosystem of cloud providers and data analytics. Moreover, the European region benefits from strict emission and safety regulations, along with the EU’s push for sustainable and smart mobility. Automobile providers in the UK, France, and Germany are deploying predictive analytics into production and vehicle design to enhance efficiency, improve user experience, and comply with standards.

In the Asia Pacific and LAMEA, the automotive predictive analytics market is predicted to expand at a prominent rate. This is due to the expanding automotive production, rising acceptance of electric and connected vehicles, and rapid digitalization. Furthermore, in the Asia Pacific, nations like Japan, South Korea, India, and China are leveraging predictive analytics to enhance manufacturing, EV batter optimization, and fleet management. The region is also witnessing positive opportunities due to strong support from governments for IoT infrastructure and smart transformation. In addition, the LAMEA region is expected to have surged adoption, especially among logistics companies and fleet operators looking for cost-efficient predictive maintenance solutions. Also, with the improvements in connectivity and data infrastructure, the market is anticipated to grow at a steady pace.

List of Key Companies Profiled
  • IBM Corporation
  • SAS Institute Inc.
  • Oracle Corporation
  • SAP SE
  • Microsoft Corporation
  • PTC, Inc.
  • Continental AG
  • Robert Bosch GmbH
  • ZF Friedrichshafen AG
  • Aptiv PLC
Global Automotive Predictive Analytics Market Report Segmentation

By Component
  • Software
  • Services
  • Hardware
By Vehicle Type
  • Passenger Cars
  • Commercial Vehicles
  • Electric Vehicles (EVs)
By End User
  • OEMs
  • Fleet Operators
  • Insurance Providers & Others
By Application
  • Predictive Maintenance
  • Vehicle Telematics
  • Driver & Behavior Analytics
  • Fleet Management
  • Warranty Analytics
  • Other Application
By Geography
  • North America
  • US
  • Canada
  • Mexico
  • Rest of North America
  • Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
  • Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
  • LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Table of Contents

564 Pages
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Automotive Predictive Analytics Market, by Component
1.4.2 Global Automotive Predictive Analytics Market, by Vehicle Type
1.4.3 Global Automotive Predictive Analytics Market, by End User
1.4.4 Global Automotive Predictive Analytics Market, by Application
1.4.5 Global Automotive Predictive Analytics Market, by Geography
1.5 Methodology for the research
Chapter 2. Market at a Glance
2.1 Key Highlights
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario 
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
3.2.3 Market Opportunities
3.2.4 Market Challenges
Chapter 4. Market Trends – Automotive Predictive Analytics Market
Chapter 5. State of Competition – Automotive Predictive Analytics Market
Chapter 6. Competition Analysis – Global
6.1 Market Share Analysis, 2024
6.2 Porter Five Forces Analysis
Chapter 7. Value Chain Analysis of Automotive Predictive Analytics Market
Chapter 8. Product Life Cycle – Automotive Predictive Analytics Market
Chapter 9. Market Consolidation – Automotive Predictive Analytics Market
Chapter 10. Key Customer Criteria – Automotive Predictive Analytics Market
Chapter 11. Global Automotive Predictive Analytics Market by Component
11.1 Global Software Market by Region
11.2 Global Services Market by Region
11.3 Global Hardware Market by Region
Chapter 12. Global Automotive Predictive Analytics Market by Vehicle Type
12.1 Global Passenger Cars Market by Region
12.2 Global Commercial Vehicles Market by Region
12.3 Global Electric Vehicles (EVs) Market by Region
Chapter 13. Global Automotive Predictive Analytics Market by End User
13.1 Global OEMs Market by Region
13.2 Global Fleet Operators Market by Region
13.3 Global Insurance Providers & Others Market by Region
Chapter 14. Global Automotive Predictive Analytics Market by Application
14.1 Global Predictive Maintenance Market by Region
14.2 Global Vehicle Telematics Market by Region
14.3 Global Driver & Behavior Analytics Market by Region
14.4 Global Fleet Management Market by Region
14.5 Global Warranty Analytics Market by Region
14.6 Global Other Application Market by Region
Chapter 15. Global Automotive Predictive Analytics Market by Region
15.1 North America Automotive Predictive Analytics Market
15.2 Key Factors Impacting the Market
15.2.1 Market Drivers
15.2.2 Market Restraints
15.2.3 Market Opportunities
15.2.4 Market Challenges
15.2.5 Market Trends – North America Automotive Predictive Analytics Market
15.2.6 State of Competition – North America Automotive Predictive Analytics Market
15.2.7 North America Automotive Predictive Analytics Market by Component
15.2.7.1 North America Software Market by Country
15.2.7.2 North America Services Market by Country
15.2.7.3 North America Hardware Market by Country
15.2.8 North America Automotive Predictive Analytics Market by Vehicle Type
15.2.8.1 North America Passenger Cars Market by Country
15.2.8.2 North America Commercial Vehicles Market by Country
15.2.8.3 North America Electric Vehicles (EVs) Market by Country
15.2.9 North America Automotive Predictive Analytics Market by End User
15.2.9.1 North America OEMs Market by Country
15.2.9.2 North America Fleet Operators Market by Country
15.2.9.3 North America Insurance Providers & Others Market by Country
15.2.10 North America Automotive Predictive Analytics Market by Application
15.2.10.1 North America Predictive Maintenance Market by Country
15.2.10.2 North America Vehicle Telematics Market by Country
15.2.10.3 North America Driver & Behavior Analytics Market by Country
15.2.10.4 North America Fleet Management Market by Country
15.2.10.5 North America Warranty Analytics Market by Country
15.2.10.6 North America Other Application Market by Country
15.2.11 North America Automotive Predictive Analytics Market by Country
15.2.11.1 US Automotive Predictive Analytics Market
15.2.11.1.1 US Automotive Predictive Analytics Market by Component
15.2.11.1.2 US Automotive Predictive Analytics Market by Vehicle Type
15.2.11.1.3 US Automotive Predictive Analytics Market by End User
15.2.11.1.4 US Automotive Predictive Analytics Market by Application
15.2.11.2 Canada Automotive Predictive Analytics Market
15.2.11.2.1 Canada Automotive Predictive Analytics Market by Component
15.2.11.2.2 Canada Automotive Predictive Analytics Market by Vehicle Type
15.2.11.2.3 Canada Automotive Predictive Analytics Market by End User
15.2.11.2.4 Canada Automotive Predictive Analytics Market by Application
15.2.11.3 Mexico Automotive Predictive Analytics Market
15.2.11.3.1 Mexico Automotive Predictive Analytics Market by Component
15.2.11.3.2 Mexico Automotive Predictive Analytics Market by Vehicle Type
15.2.11.3.3 Mexico Automotive Predictive Analytics Market by End User
15.2.11.3.4 Mexico Automotive Predictive Analytics Market by Application
15.2.11.4 Rest of North America Automotive Predictive Analytics Market
15.2.11.4.1 Rest of North America Automotive Predictive Analytics Market by Component
15.2.11.4.2 Rest of North America Automotive Predictive Analytics Market by Vehicle Type
15.2.11.4.3 Rest of North America Automotive Predictive Analytics Market by End User
15.2.11.4.4 Rest of North America Automotive Predictive Analytics Market by Application
15.3 Europe Automotive Predictive Analytics Market
15.4 Key Factors Impacting the Market
15.4.1 Market Drivers
15.4.2 Market Restraints
15.4.3 Market Opportunities
15.4.4 Market Challenges
15.4.5 Market Trends – Europe Automotive Predictive Analytics Market
15.4.6 State of Competition – Europe Automotive Predictive Analytics Market
15.4.7 Europe Automotive Predictive Analytics Market by Component
15.4.7.1 Europe Software Market by Country
15.4.7.2 Europe Services Market by Country
15.4.7.3 Europe Hardware Market by Country
15.4.8 Europe Automotive Predictive Analytics Market by Vehicle Type
15.4.8.1 Europe Passenger Cars Market by Country
15.4.8.2 Europe Commercial Vehicles Market by Country
15.4.8.3 Europe Electric Vehicles (EVs) Market by Country
15.4.9 Europe Automotive Predictive Analytics Market by End User
15.4.9.1 Europe OEMs Market by Country
15.4.9.2 Europe Fleet Operators Market by Country
15.4.9.3 Europe Insurance Providers & Others Market by Country
15.4.10 Europe Automotive Predictive Analytics Market by Application
15.4.10.1 Europe Predictive Maintenance Market by Country
15.4.10.2 Europe Vehicle Telematics Market by Country
15.4.10.3 Europe Driver & Behavior Analytics Market by Country
15.4.10.4 Europe Fleet Management Market by Country
15.4.10.5 Europe Warranty Analytics Market by Country
15.4.10.6 Europe Other Application Market by Country
15.4.11 Europe Automotive Predictive Analytics Market by Country
15.4.11.1 Germany Automotive Predictive Analytics Market
15.4.11.1.1 Germany Automotive Predictive Analytics Market by Component
15.4.11.1.2 Germany Automotive Predictive Analytics Market by Vehicle Type
15.4.11.1.3 Germany Automotive Predictive Analytics Market by End User
15.4.11.1.4 Germany Automotive Predictive Analytics Market by Application
15.4.11.2 UK Automotive Predictive Analytics Market
15.4.11.2.1 UK Automotive Predictive Analytics Market by Component
15.4.11.2.2 UK Automotive Predictive Analytics Market by Vehicle Type
15.4.11.2.3 UK Automotive Predictive Analytics Market by End User
15.4.11.2.4 UK Automotive Predictive Analytics Market by Application
15.4.11.3 France Automotive Predictive Analytics Market
15.4.11.3.1 France Automotive Predictive Analytics Market by Component
15.4.11.3.2 France Automotive Predictive Analytics Market by Vehicle Type
15.4.11.3.3 France Automotive Predictive Analytics Market by End User
15.4.11.3.4 France Automotive Predictive Analytics Market by Application
15.4.11.4 Russia Automotive Predictive Analytics Market
15.4.11.4.1 Russia Automotive Predictive Analytics Market by Component
15.4.11.4.2 Russia Automotive Predictive Analytics Market by Vehicle Type
15.4.11.4.3 Russia Automotive Predictive Analytics Market by End User
15.4.11.4.4 Russia Automotive Predictive Analytics Market by Application
15.4.11.5 Spain Automotive Predictive Analytics Market
15.4.11.5.1 Spain Automotive Predictive Analytics Market by Component
15.4.11.5.2 Spain Automotive Predictive Analytics Market by Vehicle Type
15.4.11.5.3 Spain Automotive Predictive Analytics Market by End User
15.4.11.5.4 Spain Automotive Predictive Analytics Market by Application
15.4.11.6 Italy Automotive Predictive Analytics Market
15.4.11.6.1 Italy Automotive Predictive Analytics Market by Component
15.4.11.6.2 Italy Automotive Predictive Analytics Market by Vehicle Type
15.4.11.6.3 Italy Automotive Predictive Analytics Market by End User
15.4.11.6.4 Italy Automotive Predictive Analytics Market by Application
15.4.11.7 Rest of Europe Automotive Predictive Analytics Market
15.4.11.7.1 Rest of Europe Automotive Predictive Analytics Market by Component
15.4.11.7.2 Rest of Europe Automotive Predictive Analytics Market by Vehicle Type
15.4.11.7.3 Rest of Europe Automotive Predictive Analytics Market by End User
15.4.11.7.4 Rest of Europe Automotive Predictive Analytics Market by Application
15.5 Asia Pacific Automotive Predictive Analytics Market
15.6 Key Factors Impacting the Market
15.6.1 Market Drivers
15.6.2 Market Restraints
15.6.3 Market Opportunities
15.6.4 Market Challenges
15.6.5 Market Trends – Asia Pacific Automotive Predictive Analytics Market
15.6.6 State of Competition – Asia Pacific Automotive Predictive Analytics Market
15.6.7 Asia Pacific Automotive Predictive Analytics Market by Component
15.6.7.1 Asia Pacific Software Market by Country
15.6.7.2 Asia Pacific Services Market by Country
15.6.7.3 Asia Pacific Hardware Market by Country
15.6.8 Asia Pacific Automotive Predictive Analytics Market by Vehicle Type
15.6.8.1 Asia Pacific Passenger Cars Market by Country
15.6.8.2 Asia Pacific Commercial Vehicles Market by Country
15.6.8.3 Asia Pacific Electric Vehicles (EVs) Market by Country
15.6.9 Asia Pacific Automotive Predictive Analytics Market by End User
15.6.9.1 Asia Pacific OEMs Market by Country
15.6.9.2 Asia Pacific Fleet Operators Market by Country
15.6.9.3 Asia Pacific Insurance Providers & Others Market by Country
15.6.10 Asia Pacific Automotive Predictive Analytics Market by Application
15.6.10.1 Asia Pacific Predictive Maintenance Market by Country
15.6.10.2 Asia Pacific Vehicle Telematics Market by Country
15.6.10.3 Asia Pacific Driver & Behavior Analytics Market by Country
15.6.10.4 Asia Pacific Fleet Management Market by Country
15.6.10.5 Asia Pacific Warranty Analytics Market by Country
15.6.10.6 Asia Pacific Other Application Market by Country
15.6.11 Asia Pacific Automotive Predictive Analytics Market by Country
15.6.11.1 China Automotive Predictive Analytics Market
15.6.11.1.1 China Automotive Predictive Analytics Market by Component
15.6.11.1.2 China Automotive Predictive Analytics Market by Vehicle Type
15.6.11.1.3 China Automotive Predictive Analytics Market by End User
15.6.11.1.4 China Automotive Predictive Analytics Market by Application
15.6.11.2 Japan Automotive Predictive Analytics Market
15.6.11.2.1 Japan Automotive Predictive Analytics Market by Component
15.6.11.2.2 Japan Automotive Predictive Analytics Market by Vehicle Type
15.6.11.2.3 Japan Automotive Predictive Analytics Market by End User
15.6.11.2.4 Japan Automotive Predictive Analytics Market by Application
15.6.11.3 India Automotive Predictive Analytics Market
15.6.11.3.1 India Automotive Predictive Analytics Market by Component
15.6.11.3.2 India Automotive Predictive Analytics Market by Vehicle Type
15.6.11.3.3 India Automotive Predictive Analytics Market by End User
15.6.11.3.4 India Automotive Predictive Analytics Market by Application
15.6.11.4 South Korea Automotive Predictive Analytics Market
15.6.11.4.1 South Korea Automotive Predictive Analytics Market by Component
15.6.11.4.2 South Korea Automotive Predictive Analytics Market by Vehicle Type
15.6.11.4.3 South Korea Automotive Predictive Analytics Market by End User
15.6.11.4.4 South Korea Automotive Predictive Analytics Market by Application
15.6.11.5 Singapore Automotive Predictive Analytics Market
15.6.11.5.1 Singapore Automotive Predictive Analytics Market by Component
15.6.11.5.2 Singapore Automotive Predictive Analytics Market by Vehicle Type
15.6.11.5.3 Singapore Automotive Predictive Analytics Market by End User
15.6.11.5.4 Singapore Automotive Predictive Analytics Market by Application
15.6.11.6 Malaysia Automotive Predictive Analytics Market
15.6.11.6.1 Malaysia Automotive Predictive Analytics Market by Component
15.6.11.6.2 Malaysia Automotive Predictive Analytics Market by Vehicle Type
15.6.11.6.3 Malaysia Automotive Predictive Analytics Market by End User
15.6.11.6.4 Malaysia Automotive Predictive Analytics Market by Application
15.6.11.7 Rest of Asia Pacific Automotive Predictive Analytics Market
15.6.11.7.1 Rest of Asia Pacific Automotive Predictive Analytics Market by Component
15.6.11.7.2 Rest of Asia Pacific Automotive Predictive Analytics Market by Vehicle Type
15.6.11.7.3 Rest of Asia Pacific Automotive Predictive Analytics Market by End User
15.6.11.7.4 Rest of Asia Pacific Automotive Predictive Analytics Market by Application
15.7 LAMEA Automotive Predictive Analytics Market
15.8 Key Factors Impacting the Market
15.8.1 Market Drivers
15.8.2 Market Restraints
15.8.3 Market Opportunities
15.8.4 Market Challenges
15.8.5 Market Trends – LAMEA Automotive Predictive Analytics Market
15.8.6 State of Competition – LAMEA Automotive Predictive Analytics Market
15.8.7 LAMEA Automotive Predictive Analytics Market by Component
15.8.7.1 LAMEA Software Market by Country
15.8.7.2 LAMEA Services Market by Country
15.8.7.3 LAMEA Hardware Market by Country
15.8.8 LAMEA Automotive Predictive Analytics Market by Vehicle Type
15.8.8.1 LAMEA Passenger Cars Market by Country
15.8.8.2 LAMEA Commercial Vehicles Market by Country
15.8.8.3 LAMEA Electric Vehicles (EVs) Market by Country
15.8.9 LAMEA Automotive Predictive Analytics Market by End User
15.8.9.1 LAMEA OEMs Market by Country
15.8.9.2 LAMEA Fleet Operators Market by Country
15.8.9.3 LAMEA Insurance Providers & Others Market by Country
15.8.10 LAMEA Automotive Predictive Analytics Market by Application
15.8.10.1 LAMEA Predictive Maintenance Market by Country
15.8.10.2 LAMEA Vehicle Telematics Market by Country
15.8.10.3 LAMEA Driver & Behavior Analytics Market by Country
15.8.10.4 LAMEA Fleet Management Market by Country
15.8.10.5 LAMEA Warranty Analytics Market by Country
15.8.10.6 LAMEA Other Application Market by Country
15.8.11 LAMEA Automotive Predictive Analytics Market by Country
15.8.11.1 Brazil Automotive Predictive Analytics Market
15.8.11.1.1 Brazil Automotive Predictive Analytics Market by Component
15.8.11.1.2 Brazil Automotive Predictive Analytics Market by Vehicle Type
15.8.11.1.3 Brazil Automotive Predictive Analytics Market by End User
15.8.11.1.4 Brazil Automotive Predictive Analytics Market by Application
15.8.11.2 Argentina Automotive Predictive Analytics Market
15.8.11.2.1 Argentina Automotive Predictive Analytics Market by Component
15.8.11.2.2 Argentina Automotive Predictive Analytics Market by Vehicle Type
15.8.11.2.3 Argentina Automotive Predictive Analytics Market by End User
15.8.11.2.4 Argentina Automotive Predictive Analytics Market by Application
15.8.11.3 UAE Automotive Predictive Analytics Market
15.8.11.3.1 UAE Automotive Predictive Analytics Market by Component
15.8.11.3.2 UAE Automotive Predictive Analytics Market by Vehicle Type
15.8.11.3.3 UAE Automotive Predictive Analytics Market by End User
15.8.11.3.4 UAE Automotive Predictive Analytics Market by Application
15.8.11.4 Saudi Arabia Automotive Predictive Analytics Market
15.8.11.4.1 Saudi Arabia Automotive Predictive Analytics Market by Component
15.8.11.4.2 Saudi Arabia Automotive Predictive Analytics Market by Vehicle Type
15.8.11.4.3 Saudi Arabia Automotive Predictive Analytics Market by End User
15.8.11.4.4 Saudi Arabia Automotive Predictive Analytics Market by Application
15.8.11.5 South Africa Automotive Predictive Analytics Market
15.8.11.5.1 South Africa Automotive Predictive Analytics Market by Component
15.8.11.5.2 South Africa Automotive Predictive Analytics Market by Vehicle Type
15.8.11.5.3 South Africa Automotive Predictive Analytics Market by End User
15.8.11.5.4 South Africa Automotive Predictive Analytics Market by Application
15.8.11.6 Nigeria Automotive Predictive Analytics Market
15.8.11.6.1 Nigeria Automotive Predictive Analytics Market by Component
15.8.11.6.2 Nigeria Automotive Predictive Analytics Market by Vehicle Type
15.8.11.6.3 Nigeria Automotive Predictive Analytics Market by End User
15.8.11.6.4 Nigeria Automotive Predictive Analytics Market by Application
15.8.11.7 Rest of LAMEA Automotive Predictive Analytics Market
15.8.11.7.1 Rest of LAMEA Automotive Predictive Analytics Market by Component
15.8.11.7.2 Rest of LAMEA Automotive Predictive Analytics Market by Vehicle Type
15.8.11.7.3 Rest of LAMEA Automotive Predictive Analytics Market by End User
15.8.11.7.4 Rest of LAMEA Automotive Predictive Analytics Market by Application
Chapter 16. Company Profiles
16.1 IBM Corporation
16.1.1 Company Overview
16.1.2 Financial Analysis
16.1.3 Regional & Segmental Analysis
16.1.4 Research & Development Expenses
16.1.5 Recent strategies and developments:
16.1.5.1 Partnerships, Collaborations, and Agreements:
16.1.6 SWOT Analysis
16.2 SAS Institute, Inc.
16.2.1 Company Overview
16.2.2 SWOT Analysis
16.3 Oracle Corporation
16.3.1 Company Overview
16.3.2 Financial Analysis
16.3.3 Segmental and Regional Analysis
16.3.4 Research & Development Expense
16.3.5 SWOT Analysis
16.4 SAP SE
16.4.1 Company Overview
16.4.2 Financial Analysis
16.4.3 Regional Analysis
16.4.4 Research & Development Expense
16.4.5 SWOT Analysis
16.5 Microsoft Corporation
16.5.1 Company Overview
16.5.2 Financial Analysis
16.5.3 Segmental and Regional Analysis
16.5.4 Research & Development Expenses
16.5.5 SWOT Analysis
16.6 PTC, Inc.
16.6.1 Company Overview
16.6.2 Financial Analysis
16.6.3 Regional Analysis
16.6.4 Research & Development Expenses
16.6.5 SWOT Analysis
16.7 Continental AG
16.7.1 Company Overview
16.7.2 Financial Analysis
16.7.3 Segmental and Regional Analysis
16.7.4 Research & Development Expense
16.7.5 SWOT Analysis
16.8 Robert Bosch GmbH
16.8.1 Company Overview
16.8.2 Financial Analysis
16.8.3 Segmental and Regional Analysis
16.8.4 Research & Development Expenses
16.8.5 SWOT Analysis
16.9 ZF Friedrichshafen AG
16.9.1 Company Overview
16.9.2 Financial Analysis
16.9.3 Regional Analysis
16.9.4 Research & Development Expenses
16.9.5 Recent strategies and developments:
16.9.5.1 Product Launches and Product Expansions:
16.9.6 SWOT Analysis
16.10. Aptiv PLC
16.10.1 Company Overview
16.10.2 Financial Analysis
16.10.3 Segmental and Regional Analysis
16.10.4 Research & Development Expense
16.10.5 SWOT Analysis
Chapter 17. Winning Imperatives of Automotive Predictive Analytics Market
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