Chef Robotics has introduced a system designed to automate tray assembly for produce packing, extending the use of physical AI in food production environments. The application handles both discrete items such as whole fruits and scoopable produce, placing them into packaging formats including clamshell containers, snack boxes, and portioned trays used in retail and institutional food services.
The system is intended for use cases such as grab-and-go retail products, airline meal kits, hospital and care facility meals, and school lunch programs. It addresses a longstanding challenge in food automation, where irregular shapes, varying sizes, and inconsistent placement of fruits and vegetables have limited the effectiveness of robotic handling compared with more uniform खाद items like grains or liquids.
The company’s approach combines two existing capabilities—piece-picking and scooping—depending on the type of ingredient. For whole produce items, AI-powered computer vision assesses position, shape, and orientation in real time to guide robotic picking and placement. For scoopable items such as corn or peas, the system portions ingredients by weight and uses a vision-based tray-tracking system to ensure accurate placement.
Both capabilities are supported by physical AI models trained on data from production environments. These models are designed to adapt to variability in how produce is arranged, removing the need for pre-sorting or fixed positioning within input bins.
The application incorporates several placement features aimed at standardizing presentation. A camera system identifies the center of each tray or container and uses it as a reference point for positioning items at predefined offsets, enabling consistent layouts. The robots can also place multiple items into a container in a single pass, completing tray assembly without manual intervention. For deeper trays, the system can stack produce in layers while maintaining product integrity.
According to the company, the system can be deployed on existing robotic hardware and software without requiring changes to production line infrastructure. The application is offered under a robotics-as-a-service model and is available in the United States, Canada, and the United Kingdom.
Chef Robotics is based in San Francisco and develops AI-driven robotic systems for food production. The company reports that its technology has been used to produce more than 100 million servings in operational settings.
