Will AI replace Fast Food and Counter Workers?
AI can do 10% of the work Fast Food and Counter Workers do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 3 of them. Robots can technically handle 21 physical tasks. 3 still need a person.
AI is already doing this0 · 0% of time
People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.
- Real AI use has not reached any of this job's tasks yet.
AI could do this next3 · 10% of time
AI can speed these up by at least half, but real use has not caught up yet. These are next in line.
- Communicate with customers regarding orders, comments, and complaints.6% of time
- Balance receipts and payments in cash registers.2% of time
- Take customers' orders and write ordered items on tickets, giving ticket stubs to customers when needed to identify filled orders.2% of time
Robots can technically do this21 · 76% 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.
- Prepare daily food items, and cook simple foods and beverages, such as sandwiches, salads, soups, pizza, or coffee, using proper safety precautions and sanitary measures.Robots: purpose built settings14% of time
- Accept payment from customers, and make change as necessary.Robots: structured workplaces8% of time
- Perform cleaning duties, such as sweeping, mopping, and washing dishes, to keep equipment and facilities sanitary.Robots: purpose built settings6% of time
- Serve food, beverages, or desserts to customers in such settings as take-out counters of restaurants or lunchrooms, business or industrial establishments, hotel rooms, and cars.Robots: purpose built settings6% of time
- Scrub and polish counters, steam tables, and other equipment, and clean glasses, dishes, and fountain equipment.Robots: purpose built settings4% of time
- Clean and organize eating, service, and kitchen areas.Robots: purpose built settings4% of time
- Monitor and order supplies or food items, and restock as necessary to maintain inventory.Robots: purpose built settings4% of time
- Brew coffee and tea, and fill containers with requested beverages.Robots: purpose built settings4% of time
- Serve customers in eating places that specialize in fast service and inexpensive carry-out food.Robots: purpose built settings4% of time
- Wrap menu items such as sandwiches, hot entrees, and desserts for serving or for takeout.Robots: purpose built settings4% of time
- Select food items from serving or storage areas and place them in dishes, on serving trays, or in take-out bags.Robots: purpose built settings4% of time
- Collect and return dirty dishes to the kitchen for washing.Robots: purpose built settings2% of time
- Wash dishes, glassware, and silverware after meals.Robots: purpose built settings2% of time
- Prepare and serve cold drinks, frozen milk drinks, or desserts, using drink-dispensing, milkshake, or frozen-custard machines.Robots: structured workplaces2% of time
- Replenish foods at serving stations.Robots: purpose built settings2% of time
- Set up dining areas for meals, and clear them following meals.Robots: purpose built settings2% of time
- Add relishes and garnishes to food orders, according to instructions.Robots: purpose built settings2% of time
- Deliver orders to kitchens, and pick up and serve food when it is ready.Robots: purpose built settings2% of time
- Distribute food to servers.Robots: purpose built settingsunder 1% of time
- Arrange tables and decorations according to instructions.Robots: purpose built settingsunder 1% of time
- Plan, prepare, and deliver meals to individuals with special dietary needs.Robots: purpose built settingsunder 1% of time
Still needs a person3 · 14% 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.
- Request and record customer orders, and compute bills, using cash registers, multi-counting machines, or pencil and paper.10% of time
- Notify kitchen personnel of shortages or special orders.2% of time
- Perform personnel activities, such as supervising and training employees.2% 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.
What this means
Little of this work suits AI. The bigger change here is robots: today's robots can technically do 78% of the working time, though they are rarely cheap enough to replace people yet.
What to do next
- Get ahead on the 3 tasks AI could do next. These move as tools improve, so learning them early pays off.
- Keep an eye on the 21 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
- Build on the 3 tasks that stay human. This is where your judgment, skill and relationships matter most.
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