A full-stack warehouse management system built around the data the cold chain already produces. A hardware integration layer connects directly to cold-chain sensors and scanning tools, turning gate, dispatch and temperature events into a continuous, structured record. A storage-mapping agent computes pick-and-pack paths as stock moves; a dispatch agent tracks every item from gate entry to final handover and raises exceptions automatically; an anomaly agent watches sensor streams for temperature drift and flags it before product is at risk. JWT-based role access keeps sensitive inventory data scoped. Zero data gaps from gate to dispatch, and a traceability layer that now feeds predictive alerts and automated compliance reporting.