AGD Intelligence

Delicate component plating into ready-meal trays

Fresh ready-meal assembly requires placing portioned, often soft or fragile components — cooked proteins, vegetables, rice/pasta beds, sauced elements — into divided trays in a defined arrangement to meet a retailer's appearance spec. The items are deformable, slippery, variable in size and easily crushed or smeared; portions must land in the correct compartment without spilling into adjacent ones or marking the tray rim where the lid will seal. This task sits mid-line, downstream of cooking/portioning and upstream of lidding and inspection, and is currently very labour-intensive across Bakkavor's 24/7 chilled operations. It is hard for a robot because grasp force must adapt per item to avoid damage, and success is judged on neat, intact, spec-compliant placement rather than mere transport. Bakkavor's high-mix portfolio (c.3,500 products) makes fixed mechanical depositors a poor fit, favouring adaptive, feel-driven handling. 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.

Readiness
build now
Demand
promising
Source
researched
Failure tol.
medium
Tactile value
high
i

What the task is

RESEARCHED · our reconstruction

Fresh ready-meal assembly requires placing portioned, often soft or fragile components — cooked proteins, vegetables, rice/pasta beds, sauced elements — into divided trays in a defined arrangement to meet a retailer's appearance spec. The items are deformable, slippery, variable in size and easily crushed or smeared; portions must land in the correct compartment without spilling into adjacent ones or marking the tray rim where the lid will seal. This task sits mid-line, downstream of cooking/portioning and upstream of lidding and inspection, and is currently very labour-intensive across Bakkavor's 24/7 chilled operations. It is hard for a robot because grasp force must adapt per item to avoid damage, and success is judged on neat, intact, spec-compliant placement rather than mere transport. Bakkavor's high-mix portfolio (c.3,500 products) makes fixed mechanical depositors a poor fit, favouring adaptive, feel-driven handling.

To confirm with the customer

Is this the actual task and sequence? What are the real tolerances, cycle rate, and reject criteria, and which steps are today's manual bottleneck? Answering these is what turns this from a researched signal into a validated use case.