Fathom evaluates clinical notes and automatically assigns ICD-10, CPT, and modifier codes for patient encounters. The platform processes charts in the background and sends successfully coded encounters directly to the billing system, bypassing manual human intervention. Any chart that the system cannot confidently code is routed to a human coding team, while the AI can also run concurrently to audit human-coded charts for potential errors prior to claim submission.