Search results for: 'part to parts learning platform'
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22 Jan 2024  |  South Asia, Middle East & North Africa  |  Market Research
Growth Opportunities in the GCC Automotive Aftermarket
Growth of Online Retailers and Service Aggregators and the Rise in Sales of New and Used Cars will Ensure Greater ROI & Margin
This research examines the quantitative and qualitative aspects of the light vehicle aftermarket industry in the Gulf Cooperation Council (GCC) by assessing industry performance and identifying the many trends that have an impact on the demand for aftermarket parts, repair, and maintenance. The research delves into a comprehensive examination of th...
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25 Apr 2022  |  Europe  |  Market Research
Europe Aftermarket Parts Buying Group and Distributor Profiles and Growth Opportunities
Investment in Digital Initiatives, Vertical Integration, and Consolidation are the key themes emerging across the EU5 aftermarket distribution segment
This research report profiles, analyzes, and benchmarks the key buying groups and distributors in the European independent aftermarket distribution ecosystem. The regional scope of the research is EU4 (Germany, France, Italy, Spain) + UK. The base year for the analysis is 2021. Revenue analysis is carried out for 2019 and 2021 as a measure to ident...
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25 Sep 2026  |  Global  |  Frost Radar
Frost Radar™: Demand-Side Platforms, 2026
A Benchmarking System to Spark Companies to Action - Innovation That Fuels New Deal Flow and Growth Pipelines
Demand-side platforms (DSPs) have evolved from programmatic buying tools into the decisioning infrastructure through which advertisers plan, execute, optimize, and measure campaigns across connected television, display, video, audio, digital out-of-home, and commerce media. Frost & Sullivan estimates that market revenue will increase from $31.28 bi...
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23 Jun 2015  |  North America  |  Market Research
Rapidly Evolving Defence Markets, Part 1
Combat Readiness Plans Win Over Indigenization Targets
In this 2015 edition, 10 new countries with rapidly evolving defence spending have been selected. This study comprises a thorough market assessment for 2015-2025 of Colombia, Kuwait, Malaysia, Morocco, and Singapore, including projected defence spending by appropriation: procurement (equipment), personnel, operations and maintenance, infrastructure...
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29 Aug 2025  |  Global  |  Market Outlook
Global Automotive Aftermarket Outlook, 2025
Global Aftermarket Maintains Steady Growth Driven by Shifting Vehicle Ownership Trends
The study has a base year of 2024 and forecasts trends through 2029. It adopts a global perspective, offering region-specific insights for North America (Canada and the United States), Europe, China, India, Latin America, Gulf Cooperation Council (GCC) nations, and the Rest of the World—though the latter is not explored in depth.Frost & Sullivan’s ...
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28 Jun 2020  |  Global  |  Technology Research
Towards Being Truly Intelligent: Next Wave of AI Technologies (Wave 2 - Reinforcement Learning)
An Overview On Emerging Machine Learning/Artificial Intelligence Approach
As autonomy becomes the key objective of industries across the globe, artificial intelligence (AI) and machine learning (ML) systems too are being driven to adopt a more decision making role with an objective to find and implement the most effective methods of executing business goals. A key area of interest for businesses is to implement ML system...
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19 May 2020  |  Global  |  Technology Research
Towards Being Truly Intelligent: Next Wave of AI Technologies (Wave 1 - Unsupervised Learning)
An Overview On Emerging Machine Learning/Artificial Intelligence Approach
As industries across the globe pursue digitization across functions, more and more data are being generated and utilized to empower decision making and insight generation. As the volume and complexity of data increases, it is also becoming difficult for traditional machine learning (ML) algorithms to make sense of a large number of variables. The l...
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30 Dec 2022  |  North America  |  Megatrends
Trend Opportunity Profiles: Emerging Business Models (Part 2)
Key Business Model Transformations Enabling Growth and Innovation Culture till 2030
This study features emerging Trend Opportunity Profiles that share novel business outlooks in the form of models, which offer convenience to customers and profit to owners through advanced technology usage, increased digital presence, and strategic collaborations. With a shift to convenience and ease of access as the focal point for consumers, c...
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31 Jul 2013  |  North America  |  Market Research
Opportunity Analysis of eRetailing for Automotive Parts and Service in the North American Market
Digital Purchases Likely to Account for Over 10 Percent of Total Sales by 2020
The online retailing market for automotive parts and services in North America has grown rapidly in North America since 2009. While lower online pricing has been the key growth driver, fulfillment and other convenience factors are increasingly becoming key value propositions for parts eRetailing. The research study analyzed the market through exten...
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26 Nov 2025  |  Asia Pacific  |  Market Research
Automotive Aftermarket Sector, China, 2025–2030
Automotive Aftermarket and 4S Workshops Experiencing Transformational Growth due to Rapid EV Adoption
This study examines the automotive aftermarket in Mainland China, with a particular focus on light vehicles, including passenger vehicles and light commercial vehicles. The aftermarket encompasses all non-warranty replacement parts installed after the dealer sells the vehicle. Automotive parts are integral to the complete vehicle assembly and play ...
$4,950.00