Food manufacturers struggle with non-standard product handling automation on production lines

Food production facilities face critical challenges automating the handling of irregular, non-standardized products (varying shapes, sizes, textures) that traditional rigid automation cannot process efficiently. Current robotic solutions require extensive custom programming and mechanical redesign for each product variant, causing production delays, high implementation costs, and inability to quickly adapt to new product lines. Embodied AI systems are emerging as a solution to enable flexible, adaptive automation that can handle product variability without complete line redesign.