Morphological misalignments and undetectable internal moisture variations could cause severe jams and early mold growth in industrial bakery operations, compromising profitability by increasing product waste and customer claims. Advanced artificial perception systems could resolve this by continuously correcting robotic handling trajectories and mapping internal chemical anomalies.