Miso Robotics debuts 3D vision for Flippy at LA Tech Week

Miso Robotics showed off a next-generation 3D vision system for its Flippy fry station robot on Oct. 15 at its Los Angeles lab during LA Tech Week. The upgrade is designed to help Flippy recognize food and hazards in real time, and the company expects first shipments in December.

Why it matters: - Miso Robotics is aiming to make commercial kitchen robots safer and more reliable in harsh restaurant environments. - The new vision system is built to reduce fry station labor and help operators cope with labor-cost pressure across restaurants, stadiums, hotels and campuses. - Flippy already operates in live kitchens nationwide, so the upgrade could affect deployments at scale.

What happened: - Miso Robotics debuted the next generation of Flippy’s 3D vision on Oct. 15 at its Los Angeles robot lab during LA Tech Week. - The event drew technologists, investors, operators and journalists. - Guests saw a live Flippy unit cooking fried foods while a laboratory test unit demonstrated the new vision system. - Miso said first shipments of the new vision system are expected in December.

The details: - The new system uses high-resolution color cameras and new AI models instead of the lower-resolution infrared cameras Flippy used before. - Flippy now recognizes the whole basket, the food inside it and the fry station around it in three dimensions. - The robot can distinguish lookalike foods, including mozzarella sticks and French toast sticks. - Flippy detected a metal fork dropped into a fry basket and refused to cook. - The system tracks objects in its environment in real time. - Miso built the model using pre-trained AI models from NVIDIA’s NGC catalog and fine-tuned them with NVIDIA’s TAO Toolkit. - The system runs on NVIDIA GPU hardware at the fryer. - Flippy has fried more than 5 million baskets and logged hundreds of thousands of hours in live commercial kitchens. - Miso said the new vision builds on that operational data. - The system is designed for restaurants and hospitality settings, including quick service restaurants, stadiums, theme parks, hotels and college campuses. - Miso said Flippy is currently deployed nationwide at White Castle, NBA arenas, California State University campuses and other locations. - The company said Flippy cooked nonstop at the event, serving chicken strips, fries, mozzarella sticks and jalapeño poppers. - Miso’s collaboration with NVIDIA powers the new vision upgrade. - More information

Between the lines: - The upgrade shifts Flippy from marker-based 2D tracking to full-scene 3D perception, which should improve performance in busy kitchens with heat, steam, grease, glare and constant motion. - That matters because kitchen vision failures can lead to bad cooking decisions and safety issues. - Miso is also signaling that better vision can speed up future robot development, not just improve the current product. - The labor case is strong: the National Restaurant Association’s 2026 State of the Industry report says 98% of operators name unsustainable labor costs a top concern. - An attendee at the event called the demo a “big disruptor” and pointed to the robot’s ability to detect utensils and cook fries correctly.

What’s next: - The new vision system will be included in upcoming Flippy installations. - Miso expects the first shipments in December. - The company is positioning the upgrade for broader use across restaurant and hospitality customers.

The bottom line: - Miso is moving Flippy from a fry robot that follows visual markers to one that sees, recognizes and reacts in 3D, with the goal of making kitchen automation safer and more scalable.