RESEARCH & INTELLIGENCE
Research Whitepapers
Primary research on AI in supply chain, India trade agreements, and operational excellence for mid-market manufacturers.
India FTA Utilisation: The SME Opportunity Map
India's FTA utilisation rate among SME exporters remains below 15%, compared to 40%+ in comparable Asian economies. This whitepaper maps the structural barriers, quantifies the opportunity by sector, and presents a framework for systematic utilisation improvement.
AI Model Benchmarks for Supply Chain: What Works in 2025
A systematic evaluation of 12 AI model families across six supply chain task types, based on primary research conducted across 20 Indian mid-market manufacturers. We find significant performance variation by task type and context length, with domain-trained models consistently outperforming general-purpose models on industrial demand sensing tasks.