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ACTIVE BUILD

Robotics Digital Twin for Kitchen Staff Duties

A humanoid robotics programme for commercial kitchen duties, including clearing stations and loading and unloading the wash. Proposed duties are reviewed for the intended venue before a physical trial is considered.

  • IndustryFood service and commercial kitchens
  • Type of workOwn build, in progress
  • StatusIn development for commercial kitchen duties
  • Digital twin
  • Humanoid robotics
  • Training in simulation
  • Safety review

Commercial kitchen duties under evaluation

A commercial kitchen runs on the duties nobody wants at the end of a shift: clearing a station, wiping down, loading and unloading the wash, putting everything back where the next service will look for it. We are building a humanoid for that work. What we treat as the real product is not the robot, it is the rebuild of the venue the robot learns in.

The programme evaluates the intended duties and the requirements of each venue.

A simulation viewport: a humanoid robot with joint markers rehearsing tasks in a virtual commercial kitchen
From the build: station work rehearsed inside the rebuilt kitchen, joint markers on, long before any of it is tried in the real room.
THE CHALLENGE

Why this is the hardest room to hand to a robot

These are the duties a kitchen struggles hardest to keep staffed, and the room they happen in is the least forgiving one in the building.

The work nobody wants to be rostered for

Clearing and cleaning land at the end of a long service, they are physically hard, and the roles that carry them turn over faster than the rest of the room. That pressure is what makes automation worth attempting here at all.

A room that punishes a wrong move

Wet floors, hot surfaces, blades, glass, and people moving quickly past each other in a narrow space. Anything introduced into that has to behave when it is surprised.

New equipment reopens the hazard analysis

Putting anything new where food is prepared reopens the hygiene and hazard assessment for the whole line. That is a design constraint from the first week, not a certificate chased at the end.

THE SOLUTION

Rehearse in a rebuild of the room, then review

There is no version of this where a robot learns on the floor during service. So the room is rebuilt, the work is rehearsed there, and the gate it has to pass is there too.

The venue rebuilt, so nothing is tried in the real room first

The venue is rebuilt from a walkthrough so that the work can be rehearsed there before any trial in the real room is considered. A failed attempt costs a run, never a wet floor.

  • Surfaces, fixtures and clearances carried over as they are
  • Doors, drawers and appliance handles work as they do in the room
  • Rebuilt for the venue it is meant for, and again when the room changes

Rehearsal at a volume the real room cannot supply

The duties are rehearsed in the rebuild far more times than a working kitchen could ever allow.

  • Clearing stations
  • Loading and unloading the wash
  • Putting a station back for the next service

Behaviour that survives a room on a bad day

The programme explores the kitchen duties a robot could support, in the rebuild of the venue it is meant for.

  • Suitability for the intended venue reviewed
  • The awkward cases included
  • Built for the venue it is meant for

The review it has to pass first

Review is a stage with its own gate: suitability and safety for the venue are checked before any deployment is considered.

  • Planned duties reviewed
  • Safe stopping part of the review
  • Difficult operating conditions considered
THE IMPACT

What rehearsing first changes about the risk

The programme evaluates proposed kitchen duties in a reconstruction of the intended venue before a physical trial is considered.

Before the door

Where mistakes land

In the rebuild a failed attempt costs a run. In the room it costs a wet floor, a dropped tray, or a person in the way. The expensive version of the mistake is the one that never has to happen.

Per venue

How it is meant to scale

Behaviour proven in one room does not carry to the next one by itself, so the rehearsal is rebuilt for each venue instead of being sold as a robot that works anywhere.

Reviewed first

What clears a release

Nothing enters the building on the strength of a good demonstration. It enters when the review is passed.

Last reviewed:

Considering automation in a room where a mistake is expensive?

The useful first conversation is about the space, the duties, and the constraints they have to respect. Tell us what the room does, and we will be straight about what is rehearsable today and what is not.

Discuss your project