Search results for: 'decis'

Hybrid vision systems (HVS) are positioned to substantially impact perception-driven applications across a diverse array of sectors, including robotics, manufacturing, logistics, mobility, surveillance, and agriculture. By intricately combining the geographical precision of LiDAR with the semantic intelligence of advanced imaging systems, these inn...

Multimodal sensor fusion is an advanced perception technology that combines data from multiple sensors, including cameras, LiDAR, radar, ultrasonic sensors, thermal cameras, and inertial measurement units (IMUs), to give robots and autonomous systems a more accurate, reliable, and comprehensive understanding of their environment. It overcomes the l...

Advanced robotics and autonomous systems (RAS) are rapidly transforming industrial operations by integrating adaptability, intelligence, and precision into core processes across various sectors, including healthcare, manufacturing, automotive, and agriculture. Continuous advancements in hardware and AI-based decision-making are reshaping the capabi...

India's E2W market is expanding quickly due to rising petrol prices, government incentives, and growing environmental concerns. To effectively target customers and meet their needs, OEMs and marketers should understand the buyer profiles of electric two-wheelers. This study examines the Voice of the Consumer by looking at the traits, inclinations, ...

With rapid advancements in connected technologies, particularly AI, the fleet management industry is undergoing a transformation. This year’s research delivers a comprehensive overview of the current market environment, emerging trends, and growth opportunities.AI is primed to dominate fleet management technologies in North America in 2025. The int...

Video telematics solutions are poised to become the norm amongst enterprise fleets in the initial phase, owing to reduced vehicle claims, efficient driver exoneration, and higher realized return on investment. Medium and heavy-duty commercial vehicles for long-haul vehicle operations are primarily poised to be early adopters of video telematics, gi...

Generative AI (Gen AI) continues to create an impact across industries including automotive. In the next decade, Gen AI is expected to significantly influence automotive value chains, increase efficiency, productivity, and reduce wastes. In the supply chain, it will be used to optimize inventory and demand forecasting while in product development i...

02 Sep 2025  |  Global  |  Market Research

Global Off-Highway Equipment Industry Outlook 2025

Shifting Customer Behaviors Spurred by Economic Uncertainties Will Drive Collaboration Among Stakeholders

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Economic uncertainties caused by the Russo-Ukraine conflict and trade wars have significantly affected OEM operations, supplier confidence, and consumer purchase decisions in the off-highway equipment industry. While these challenges are expected to delay economic recovery, government investment programs, subsidies, and bilateral trade agreements a...

The robotaxi industry has moved from research and testing into early-stage commercial operations. A small number of companies are now generating revenue from fully autonomous, driverless ride-hailing services operating on public roads. Organizations that understand how the competitive landscape is forming today will be better positioned to make dec...