AI Resilience Report forCooks, All Other

The good news for cooks is that AI has been slower to replace the hands-on parts of cooking than many people feared. A 2026 industry survey from the National Restaurant Association found that 26% of restaurant operators say they are using AI-related tools at their restaurants, with marketing as the top area (19% of full-service and 15% of limited-service operators) and only about 6% using AI for customer orders. In other words, most AI in food service is handling paperwork, marketing, and scheduling — not chopping onions.

Where automation is reaching the kitchen, it's mostly in high-volume settings that fit the "Cooks, All Other" category — like institutional and catering kitchens. Chef Robotics recently passed 100 million servings ^[1], and the company now serves enterprise customers like Amy's Kitchen and Chef Bombay, works with one of the largest school lunch providers in the country, and plans to expand into ghost kitchens, airline catering, stadiums, and prisons. Meanwhile, The Food Institute describes AI acting as a "kitchen manager" ^[2] that prioritizes orders by complexity and cook time, augmenting rather than replacing human staff.

On the augmentation side, the American Culinary Federation now offers a Specialized Certificate in "AI for the Modern Chef" ^[3] that covers key concepts within AI for culinary arts, including prompting, workflow, creativity, ethics, personalization, food management, HR tools, advanced operations, education, entrepreneurship, and professional development — a sign that chefs are being trained to work with AI, not compete against it.

Adoption is happening, but slowly and unevenly. Cost pressure and labor shortages push operators toward automation, yet the U.S. Bureau of Labor Statistics still projects cook employment will grow 5% from 2024 to 2034 ^[4], faster than average, with about 432,200 openings per year. Restaurant tech leaders themselves are pumping the brakes: at the 2026 National Restaurant Association Show, Popmenu CEO Brendan Sweeney warned ^[5] that the cost of AI tokens required to operate coding services can exceed the salaries of the workers the technology purports to replace, and Toast's Kelly Esten added that AI can't replace the core parts of restaurant operations.

A SmartBrief recap of the same show ^[6] noted that most restaurant and retail edge AI initiatives struggle to move beyond pilot programs because each location is treated as a separate environment. Physical food is also just plain hard to automate — Chef Robotics' CEO admits the "inherent nature of food," a slippery and malleable product without predictable proportions, makes it difficult for robots to handle, and startups like Zume and Chowbotics have already failed trying. The takeaway for young cooks: creativity, judgment, hospitality, and hands-on skill still matter a lot.

Learning to use AI as a helper — for prep lists, menu ideas, or ordering — is likely a much smarter bet than worrying about being replaced by a robot arm any time soon.