Search results for: 'cases data learning'

This Frost & Sullivan research service assesses growth opportunities in the Indian shared mobility market: ride hailing, car sharing, ride sharing, bike taxi, scooter sharing, bike sharing, rickshaw sharing, and demand-responsive transit (DRT). It dives deep into the approaches that market participants take toward achieving end-to-end mobility solu...

Technological changes have led to the convergence of industries and the transformation of the business processes related to supply chain management. The need to improve logistics efficiency is being driven by the modernization of transportation infrastructure, changing consumer purchase patterns, and the emergence of new business models. With the d...

This Voice of the Customer survey sheds light on the willingness of Saudi Arabia’s population in car purchasing and new car purchases to switch to electric vehicles (EVs) as their next car purchase in the next two years. In doing so, Frost & Sullivan assessed the potential for charging services based on customer preferences to support automakers, d...

India’s urban mobility landscape is undergoing a structural transformation driven by rising urbanization, policy mandates, digital ecosystems, and growing consumer demand for affordable and sustainable transport. This study presents a comprehensive and forward-looking analysis of the Indian shared mobility market, offering stakeholders a data-backe...

This Growth Opportunity study seeks to analyze the various trends shaping the Indian automotive space and how that is giving rise to innovative transport models, transforming the way people commute. Some of these transformations can be largely attributed to the Government of India (GOI)s thrust to more sustainable solutions in the country. The GOIs...

In this report, Frost & Sullivan presents a comprehensive outlook on the automotive industry in six key Gulf Cooperation Council (GCC) markets for 2026: Saudi Arabia, the United Arab Emirates (UAE), Oman, Qatar, Kuwait, and Bahrain. We evaluate the impact of geopolitical instability, macroeconomic conditions, supply-chain disruptions, and evolving ...

A future mobility landscape characterized by zero road fatalities is a top goal pursued by legislators, automotive suppliers, and original equipment manufacturers (OEMs) across the globe. To achieve this vision, automotive companies are exploring advanced driver assistance systems (ADAS) to complement their vehicle lineups’ active safety portfolios...

OEMs need to look beyond traditional vehicle/spare-part sales and services to differentiate their products, offer end-to-end customized solutions in a highly connected environment, combat competition, and use win-win relationships across the value chain. This research service analyzes various business model parameters of a commercial vehicle OEM un...

Continuous innovation and development in the automotive industry have made electronics an inevitable part of the transition from conventional mechanical systems to electronic systems. Automotive electronics development for different vehicular applications such as body electronics, safety, entertainment, electrification, and driver assistance contri...