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The automation of off-highway equipment has experienced rapid development in the past 3 years. Globally, the total amount of autonomous off-highway equipment in operation more than doubled to reach approximately 1,700 units in 2022, from approximately 800 in 2021. North America is one of the major off-highway automation hubs, with several pilots...

In this analysis, Frost & Sullivan covers the off-highway equipment industry, focusing on agriculture, construction, and mining applications. The geographic scope is global, including the United States, Europe (the European Union and the United Kingdom), Asia (China and India), Australia, Latin America, and the Rest of the World. The study period i...

Enterprise network services are undergoing structural transformation, driven by AI adoption, distributed architectures, regulatory complexity, and rising performance expectations. Managed and co-managed models are gaining momentum as organizations prioritize operational resilience, shared accountability, and access to automation at scale, capabilit...

This edition of the IT, Computing and Communication Technology Opportunity Engine captures developments related to Unified AI robotics, Hybrid GPU cloud and MLOps, Production inference stack, Full-stack reinforcement-learning compute, AI Infrastructure, Computer Vision, Software-Defined Applications, Developer Platform & Cloud Application Deploymen...

This edition of IT, Computing and Communications (ITCC) Technology Opportunity Engine (TOE) highlights breakthrough innovations across conversational AI, multimodal intelligence, edge computing, wearable tech, spatial analytics, and enterprise AI platforms. Notable developments include AI-powered multi-agent orchestration for enterprise workflows, ...

This research study covers the workforce optimization market in the contact center space from a global lens. The study outlines the key elements present in a comprehensive WFO strategy as well as some of the main players in the global workforce optimization market. The COVID-19 pandemic has accelerated the need for modern contact centers to mana...

The Mobility Technology Opportunity Engine (TOE) covers innovations pertaining to Air Taxi, Electric Vehicles, Autonomous Mobility, Radar and Diesel Engines. Some of the innovations profiled include Autonomous Electric Air Taxi for Urban Air Mobility, Advanced 3D Mapping and Object Detection System for Autonomous Vehicles, Intelligent Operating Sys...

In 2026, the smart buildings sector is accelerating rapidly, propelled by the convergence of AI agents, IoT sensors, and cloud-based platforms that tackle the longstanding 25%–35% efficiency gap in commercial properties while introducing personalized, conversational interfaces to elevate tenant satisfaction and technician efficiency. Autonomous edg...

This edition of the Cyber Security Technology Opportunity Engine (TOE) explores AI Data Governance and Real-Time AI Interaction Monitoring enable secure LLM adoption, while Human Risk Management and Real-Time Risk Detection deliver contextual behavioral interventions. Web Exposure Management and Continuous Web Exposure Discovery provide agentless c...