Interface force, torque, and weight measurement solutions for retrofitting factories and modernizing manufacturing can significantly improve operations, efficiency, productivity, safety, and sustainability. Load cells, multi-axis sensors, and load pins can upgrade existing machines and equipment to provide sensor data for predictive maintenance, quality control, and improving durability.