Search results for: 'use and equip behavior analytics based on machine learning'

The global usage-based insurance (UBI) market is experiencing a transformative shift, driven by the rapid adoption of connected technologies and data-driven insights. Traditional insurance models have struggled to keep pace with the evolving automotive landscape, where driver behavior and vehicle usage patterns are becoming more integral to risk as...

13 Jul 2023  |  Global  |  Technology Research

Bio-based Adhesives: Technology and IP Analysis

Efforts to Improve Bio-based Adhesives’ Strength, Water Resistance, and Economic Viability Drive R&D Efforts.

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The adhesives industry is evolving, attributed to the stricter implementation of government regulations for volatile organic compounds (VOCs), the ban on toxic chemicals in adhesive manufacturing, and the rising consumer demand for sustainable products. In line with these transformative trends, adhesive manufacturers aim to offer sustainable soluti...

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...

12 Apr 2023  |  North America  |  Market Research

Electric Off-highway Equipment Growth Opportunities

Innovative Business Models, Data Sharing, and Partnerships for Component Standardization Hold Potential

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Sustainability targets and the preference for lower equipment operation cost (and availability) ensure benefits across the global off-highway equipment value chain, as they encourage the adoption of alternative powertrains and electrification of equipment models. The various requirements for electrification, which include charging infrastructure, a...

In the rapidly changing automotive landscape, disruptive technologies are paving the way for a multitude of customer conveniences, with usage-based insurance (UBI) emerging as a standout example. This innovative business model is revolutionizing how insurance companies, original equipment manufacturers (OEMs), and leasing and rental fleets collect ...

The global off-highway (OHW) equipment industry enters 2026 amid a complex and evolving macroeconomic environment characterized by geopolitical uncertainty, energy price volatility, and shifting trade dynamics. While the baseline outlook suggests moderate global GDP growth of about 3%, downside scenarios driven by war, supply chain disruptions, hig...

Driver Monitoring Systems (DMS) analyze driver behavior, detect behavior patterns for micro-sleep, and issue appropriate warnings to alert and refocus the drivers attention back to the road, thus working to reduce drowsiness-related crashes. DMS functions are achieved using data processed from the steering angle sensor, the sensors on the steering ...

Off-highway equipment is used in mining, construction, forestry, agriculture, and energy and transportation applications. Many manufacturers compete for market share, but John Deere, AGCO Corporation, CNH Industrial, Caterpillar, and Komatsu are the dominant players. These companies have a strong presence in many markets and offer a range of produc...

The United States has levied 25% tariffs on imports from Mexico and Canada—2 markets closely connected to the US auto market. Most brands in the United States depend on Mexico and Canada for sourcing and production. Coupled with retaliatory tariffs, near-term impacts to North American volumes and inflation can be sizable. Firms should prioritize re...