TEAMS LAB INTELLIGENCE
Insights
Research, analysis, and practical guidance on AI in supply chain and India trade policy.
Why AI Fails in Supply Chain — and What Actually Works
Most AI deployments in supply chain fail not because of model quality but because of a domain-knowledge gap. Here is what we have learned about what separates successful deployments from expensive experiments.
India–UK CETA: What Hyderabad Pharma Exporters Must Do Now
The India–UK Comprehensive Economic and Trade Agreement will eliminate duties on the majority of pharmaceutical exports to the UK. The exporters who prepare now will capture the first-mover advantage. Here is what preparation looks like.
The Case for Domain-First AI: A Research Perspective
The AI industry has produced remarkable general-purpose capabilities. The supply chain industry has produced decades of hard-won operational knowledge. The problem is that almost nobody is combining them correctly.