FreeDoc is a local-first AI agent for medical claim administration. It works on top of existing EMR screens, reads the active screen, checks relevant claim rules, and supports the next action through mouse and keyboard input. Patient screens remain within the clinic environment for core workflows, while clinicians and administrators stay in control of final approval. FreeDoc is designed for workflow-specific validation with clinics and healthcare partners.