AI Resilience Report forFood Preparation and Serving Related Workers, All Other

Good news first: most of the work in this catch-all food prep and serving role still happens through human hands. Industry surveys show AI is being rolled out faster in offices and marketing than in the kitchen — the National Restaurant Association's State of the Restaurant Industry 2026 report found that 26% of restaurant operators say they are using artificial intelligence-related tools, with marketing as the top use (19% of full-service and 15% of limited-service operators) and only 10% using AI for administrative tasks. Where AI does touch food prep, it usually augments workers rather than replacing them.

AI-driven "kitchen managers" prioritize orders and time tickets so dishes finish together ^[1], and robot arms like Miso's Flippy take over the hottest, messiest tasks — the third-generation Flippy fries more than 40 menu items and cuts staff interactions with hot oil by 90% ^[2]. Cleaning robots, smart dishwashers, and AI scheduling tools help with the non-cooking parts of the job.

Adoption is likely to stay gradual. On the "speed up" side, 54% of operators name a shrinking labor pool as their biggest 2026 concern, and they point to labor efficiency, training, and scheduling as the top areas where AI could help ^[3]. On the "slow it down" side, kitchen robots are expensive and finicky — Kernel's robot-arm restaurant closed within a year and rebranded as a human-powered sandwich shop, and Sweetgreen sold off its Spyce/Infinite Kitchen automation division to refocus on profitability.

Customers also push back: only 15% of diners fully trust robots or automated systems to prepare a restaurant meal, and "the human touch is still a selling point in a restaurant kitchen" ^[4]. So while routine tasks will keep getting automated, the friendly, flexible, problem-solving parts of this job — greeting guests, plating with care, handling the unexpected rush — remain genuinely human skills that employers still need.