First-Line Supervisors of Food Preparation and Serving Workers

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 5 (19%)
• AI can speed this up with extra software: 16 (62%)
• Little or no AI speed-up: 5 (19%)

• Perform various financial activities, such as cash handling, deposit preparation, and payroll.AI can speed this up on its own · core task
• Assign duties, responsibilities, and work stations to employees in accordance with work requirements.AI can speed this up on its own · core task
• Record production, operational, and personnel data on specified forms.AI can speed this up on its own · core task
• Observe and evaluate workers and work procedures to ensure quality standards and service, and complete disciplinary write-ups.AI can speed this up on its own · core task
• Estimate ingredients and supplies required to prepare a recipe.AI can speed this up on its own · core task · Seen in real AI use
• Resolve customer complaints regarding food service.AI can speed this up with extra software · core task
• Compile and balance cash receipts at the end of the day or shift.AI can speed this up with extra software · core task
• Present bills and accept payments.AI can speed this up with extra software · core task · Seen in real AI use
• 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.AI can speed this up with extra software · core task
• Control inventories of food, equipment, smallware, and liquor, and report shortages to designated personnel.AI can speed this up with extra software · core task
• Specify food portions and courses, production and time sequences, and workstation and equipment arrangements.AI can speed this up with extra software · core task
• Analyze operational problems, such as theft and wastage, and establish procedures to alleviate these problems.AI can speed this up with extra software · core task
• Forecast staff, equipment, and supply requirements, based on a master menu.AI can speed this up with extra software · core task
• Recommend measures for improving work procedures and worker performance to increase service quality and enhance job safety.AI can speed this up with extra software · core task
• Develop equipment maintenance schedules and arrange for repairs.AI can speed this up with extra software · core task
• Purchase or requisition supplies and equipment needed to ensure quality and timely delivery of services.AI can speed this up with extra software · supplemental task
• Develop departmental objectives, budgets, policies, procedures, and strategies.AI can speed this up with extra software · supplemental task
• Conduct meetings and collaborate with other personnel for menu planning, serving arrangements, and related details.AI can speed this up with extra software · supplemental task
• Evaluate new products for usefulness and suitability.AI can speed this up with extra software · supplemental task · Seen in real AI use
• Schedule parties and take reservations.AI can speed this up with extra software · supplemental task
• 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.AI can speed this up with extra software · supplemental task
• Inspect supplies, equipment, and work areas to ensure efficient service and conformance to standards.Little or no AI speed-up · core task
• Perform food preparation and serving duties, such as carving meat, preparing flambe dishes, or serving wine and liquor.Little or no AI speed-up · core task
• Train workers in food preparation, and in service, sanitation, and safety procedures.Little or no AI speed-up · core task
• Supervise and participate in kitchen and dining area cleaning activities.Little or no AI speed-up · core task
• Greet and seat guests, and present menus and wine lists.Little or no AI speed-up · supplemental task