Plan, direct, or supervise food preparation or cooking activities of multiple kitchens or restaurants in an establishment such as a restaurant chain, hospital, or hotel.

“Plan, direct, or supervise food preparation or cooking activities of multiple kitchens or restaurants in an establishment such as a restaurant chain, hospital, or hotel.” is a core task performed by Chefs and Head Cooks. Among the occupation's 21 rated tasks, workers place it 11th by importance (#11 most important). About 92% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Direct organizational operations, activities, or procedures. in Guiding, Directing, and Motivating Subordinates

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E0. No direct exposure — current language models give little or no time savings on this task.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.00. Automation potential label: T1.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.003% share of AI-use records mapped to this task
• 68% of that use is work-related
• Average autonomy of the AI: 3.6 (1–5; higher = more autonomous)
• 90% of interactions still needed a human in the loop

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• Monitor sanitation practices to ensure that employees follow standards and regulations. · importance 4.9
• Instruct cooks or other workers in the preparation, cooking, garnishing, or presentation of food. · importance 4.6
• Supervise or coordinate activities of cooks or workers engaged in food preparation. · importance 4.5
• Order or requisition food or other supplies needed to ensure efficient operation. · importance 4.4
• Inspect supplies, equipment, or work areas to ensure conformance to established standards. · importance 4.3
• Check the quantity and quality of received products. · importance 4.3
• Check the quality of raw or cooked food products to ensure that standards are met. · importance 4.3
• Estimate amounts and costs of required supplies, such as food and ingredients. · importance 4.3
• Coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains. · importance 4.0
• Analyze recipes to assign prices to menu items, based on food, labor, and overhead costs. · importance 4.0
• Determine how food should be presented and create decorative food displays. · importance 3.8
• Prepare and cook foods of all types, either on a regular basis or for special guests or functions. · importance 3.8
• Determine production schedules and staff requirements necessary to ensure timely delivery of services. · importance 3.8
• Meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets. · importance 3.6

See all tasks on the Chefs and Head Cooks page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-11147,
  title  = {Plan, direct, or supervise food preparation or cooking activities of multiple kitchens or restaurants in an establishment such as a restaurant chain, hospital, or hotel.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-11147}
}