Chef / cook — tasks, one by one

Fixed-menu, high-volume cooking

Automated fryers, drink stations and assembly systems are in commercial use at large chains, because fixed menus and consistent inputs are exactly what robots need. Adoption is limited by cost and by the mess of a real kitchen, but this is the one segment of cooking where deployment, not just demonstration, is happening.

Several high-profile robotic kitchen ventures have closed after failing to beat the economics of a low-wage crew. Deployment is real but narrower than the announcements suggested.

Cooking to order in a real kitchen

Restaurant cooking is improvisation under time pressure with variable ingredients in a physically chaotic space. Robots that cook a fixed dish exist; robots that run a Saturday night service do not, and nothing in development approaches it. This is most of the job for most chefs.

Nothing in development runs a Saturday service, but plenty in deployment runs a fast-food line. The protection is specific to restaurants with variable menus, which is a minority of food-service jobs.

Menu development and costing

Costing, inventory and ordering software has removed much of the spreadsheet work, and assistants can propose dishes and pairings. The palate, the sense of what this room's customers will order, and the knowledge of what this kitchen can actually deliver on a busy night remain the chef's.

Costing software raises margins for owners, and most chefs are not owners. The task being assisted does not change who captures the saving.

Running the team

A kitchen is a team under pressure, and the head chef's real job is making that team perform night after night. Staffing is the industry's chronic problem, and it is a human-management problem that no tool addresses.

Team management is protected and it is also the reason people leave the industry. A task that is safe because it is punishing is not a reassuring answer.

Working alongside kitchen automation

Where automation has entered quick-service kitchens it has changed the crew's tasks rather than removed the crew: someone tends the machine, and someone still cooks the items it cannot. This is a small, segment-specific change today.

Peripheral by weight, and it appears in the kitchens that automated — which are the kitchens with fewer cooks. It is a consequence of the change, not a shelter from it.