AI Resilience Report forCooks, Restaurant

Good news first: AI is showing up in restaurant kitchens, but it's mostly helping cooks rather than replacing them. According to a National Restaurant Association report released in February 2026 ^[1], about 26% of restaurant operators say they are using AI-related tools, but the top uses are marketing (19% of full-service operators) and administrative tasks (10%) — not actual cooking. On the line, the big story is robotic fry stations like Miso Robotics' Flippy, which is now able to fry and portion more than 40 menu items and reduce staff interactions with the machinery by 90% at chains such as White Castle.

Other innovations highlighted by the NRA's Kitchen Innovations Awards ^[2] include Manitowoc's NEO ice machine, which tracks ice-making cycles and alerts the user when it's time to change the filter, and AI scanners that monitor leftovers and freshness. These tools target prep, frying, food-safety, and inventory tasks — the more repetitive parts of a cook's job — while leaving recipe judgment, plating, and creativity to humans.

Adoption is moving faster than it used to, mainly because owners are desperate for help. A TD Bank survey reported by Nation's Restaurant News ^[3] found that 54% of operators cited a shrinking labor pool as their biggest concern in attracting and retaining talent in the year ahead, and AI is seen as a possible fix. But progress is bumpy.

Fortune reports ^[4] that machinery automating some tasks has shown itself to be expensive to build and maintain, let alone scale widely across the food service industry — Kernel's robot restaurant closed, and Sweetgreen sold off its Infinite Kitchen division. Culinary educators at Escoffier Global ^[5] argue culinary careers remain "future-proof" because tasting, creativity, and hospitality are deeply human skills. So if you love cooking, the path forward is to lean into flavor, judgment, and learning to work with smart kitchen tools — not to fear them.