Compliant handling of soft/deformable bars and frozen items for transfer and loading

Products such as RXBAR protein bars, cereal/granola bars, Rice Krispies Treats, and Eggo/MorningStar frozen items are soft, tacky, or temperature-sensitive deformable objects that must be picked, oriented, and loaded into wrappers, cartons, or trays. Their geometry changes with temperature and formulation (a warm bar deforms and sticks; a frozen waffle is rigid but chip-prone at the edges), so handling requires compliance and grip-force control to avoid denting, smearing, or cracking the product while keeping orientation for downstream wrapping. The task sits between forming/cutting/freezing and secondary packaging, runs at high volume, and is a recurring labor and quality point on bar and frozen lines. It is difficult for a robot because the same gripper must adapt to compliant, variable, sometimes sticky surfaces and confirm a clean, undamaged hold — feedback vision struggles to provide. No Kellanova-specific dexterous robotics signal was found, so demand here is inferred from the product physics, not stated need. We identified this through our own research; we have not confirmed the specifics with the customer directly. This page is our researched read — a starting point for that conversation.