Portioning and plating of deformable cooked food in high-volume central kitchens

In Compass's central production units (e.g. the Bangalore facility producing 28,000+ meals/day, serving 20 tonnes of cooked food including ~3,500 kg rice, ~3,500 kg lentils and 15,000 idlis daily), prepared food must be portioned and plated/packed into trays and containers for downstream distribution. The task involves grasping, scooping, and depositing soft, sticky, fragile, variable-geometry items — steamed rice, lentils, idlis, sauced components — without crushing, smearing, or under/over-portioning. It sits downstream of bulk cooking and upstream of sealing/transport, on a high-throughput line. It is hard for a robot because each portion deforms unpredictably, items stick and clump, weight-accurate portioning requires real-time force/compliance feedback, and food appearance (plating integrity) is a quality requirement vision alone cannot guarantee. Throughput is very high and consistency is contractually important. We identified this through our own research; we have not confirmed the specifics with the customer directly. This page is our researched read — a starting point for that conversation.