Introduction: Biopharma transportation robots excel in ISO Class 5 cleanrooms by integrating AI, sensor fusion, and ERP connectivity to guarantee contamination-cost-free, traceable, and Risk-free content dealing with. in the present biopharmaceutical output environments, the overpowering availability of robotic methods can challenge selection-make