This blog presents a strategic framework for evaluating Generative AI (GenAI) use cases in the Heavy Earth-Moving Vehicle (HEMV) sector. It categorizes opportunities into five clusters and introduces a score-based evaluation model validated by Pitchworks and Mr. Muralidharan Sudaram. With insights from Pitchworks GCC and GenAI Labs, it outlines how enterprises can drive structured AI adoption, enhance productivity, and scale innovation across industrial operations.

Pitchworks BioResearch is a GenAI-powered micro app that streamlines the biomedical research process. It enables natural language literature search, intelligent document analysis, hypothesis generation, and interactive knowledge graph exploration. By automating time-consuming tasks, it boosts researcher productivity by over 30%, making discovery faster, smarter, and more efficient across the life sciences workflow.

Many enterprises struggle with GenAI adoption due to vague use cases, weak leadership support, and poor change management. Pitchworks VC Studio offers a 9-stage GenAI Strategy Roadmap designed to solve this—starting from leadership alignment and AI training to use case mapping, implementation, and continuous upskilling. This framework ensures enterprises unlock ROI-driven, scalable, and sustainable AI impact across functions.