Integrated computational-design and advanced-manufacturing orthotics and prosthetics system delivering precise, adaptive human-device interfaces for patients from immobilization to full mobility. Serves clinicians and patients by reducing fit-related pain and abandonment, accelerating delivery, and providing devices that adapt across real-world phases of mobility.