The systematic implementation and incorporation of automation and robotic systems will significantly enhance food manufacturing efficiency during unsustainable economic pressures. Food manufacturing has evolved as a vastly complex process, where it covers preparing, cooking, sorting, packaging, and palletizing. To increase production at the facilities, industrial robots are widely adopted to save time, space, cleanliness, and safety.