Case study

Operations mirrored in real time, with a 5% gain in the pilot.

The challenge: Demand swung by SKU, production ran with limited visibility, and supermarket deliveries were slow to plan.
What we built: A digital twin with AI agents that mirrors manufacturing hubs and distribution points in real time, with LLM powered what if simulations tuned to SKU level demand.
The business value: Planners test production, demand and logistics choices before committing, which reduces excess stock and stockouts and speeds up supermarket deliveries.