Will AI replace First-Line Supervisors of Food Preparation and Serving Workers?

AI can do 36% of the work First-Line Supervisors of Food Preparation and Serving Workers do at least twice as fast. People already use it for 2 of their 26 tasks, while 10 more are ready but barely used so far. Robots can technically handle 3 physical tasks. 11 still need a person.

AI is already doing this2 · 8% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Resolve customer complaints regarding food service.Mostly automated5% of time
  • Record production, operational, and personnel data on specified forms.Mostly assisted4% of time

AI could do this next10 · 28% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Observe and evaluate workers and work procedures to ensure quality standards and service, and complete disciplinary write-ups.8% of time
  • Control inventories of food, equipment, smallware, and liquor, and report shortages to designated personnel.5% of time
  • Compile and balance cash receipts at the end of the day or shift.4% of time
  • Estimate ingredients and supplies required to prepare a recipe.2% of time
  • Forecast staff, equipment, and supply requirements, based on a master menu.2% of time
  • Conduct meetings and collaborate with other personnel for menu planning, serving arrangements, and related details.2% of time
  • Recommend measures for improving work procedures and worker performance to increase service quality and enhance job safety.1% of time
  • Schedule parties and take reservations.1% of time
  • Develop equipment maintenance schedules and arrange for repairs.1% of time
  • Assess nutritional needs of patients, plan special menus, supervise the assembly of regular and special diet trays, and oversee the delivery of food trolleys to hospital patients.1% of time

Robots can technically do this3 · 20% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Perform food preparation and serving duties, such as carving meat, preparing flambe dishes, or serving wine and liquor.Robots: purpose built settings12% of time
  • Perform various financial activities, such as cash handling, deposit preparation, and payroll.Robots: purpose built settings5% of time
  • Present bills and accept payments.Robots: structured workplaces4% of time

Still needs a person11 · 44% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Supervise and participate in kitchen and dining area cleaning activities.7% of time
  • Perform personnel actions, such as hiring and firing staff, providing employee orientation and training, and conducting supervisory activities, such as creating work schedules or organizing employee time sheets.7% of time
  • Train workers in food preparation, and in service, sanitation, and safety procedures.6% of time
  • Inspect supplies, equipment, and work areas to ensure efficient service and conformance to standards.6% of time
  • Assign duties, responsibilities, and work stations to employees in accordance with work requirements.4% of time
  • Specify food portions and courses, production and time sequences, and workstation and equipment arrangements.4% of time
  • Greet and seat guests, and present menus and wine lists.4% of time
  • Analyze operational problems, such as theft and wastage, and establish procedures to alleviate these problems.2% of time
  • Purchase or requisition supplies and equipment needed to ensure quality and timely delivery of services.2% of time
  • Develop departmental objectives, budgets, policies, procedures, and strategies.1% of time
  • Evaluate new products for usefulness and suitability.1% of time

Your week is not the average

Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.

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What this means

AI can speed up parts of this job, mostly the paperwork and information work around it. The core still depends on hands, presence or relationships. Robots are the other change to watch: they can technically do 28% of the working time.

What to do next

  • Do the 2 tasks AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Get ahead on the 10 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 3 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 11 tasks that stay human. This is where your judgment, skill and relationships matter most.
Chefs and Head Cooks18%Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop30%Cooks, Private Household26%Waiters and Waitresses20%Food Servers, Nonrestaurant15%Bartenders14%

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