Fathom is an autonomous medical coding platform that uses deep learning and LLMs to provide accurate, complete coding for ED, radiology, primary care, surgery, hospitalist, and other high-volume specialties. Fathom provides automated coding that submits directly to billing, and for any charts that cannot be fully processed, they are routed to a manual coding team. Similarly, Fathom can be set up to audit in-house coders, finding potential denials or inaccurate coding.

Milagro offers an autonomous medical coding solution that provides real-time coding capabilities and compliance with coding guidelines. Milagro can handle multiple specialties, including cardiology, anesthesia, and orthopedics, and integrates into existing workflows within four weeks.

Arintra's autonomous coding solution emphasizes support for primary care along with other clinical specialties. It automates the coding of patient charts from outpatient, inpatient, and urgent care settings, with a particular focus on high-volume environments like primary care and emergency departments. The platform integrates with EHRs to provide direct-to-billing codes without altering existing workflows, enabling primary care providers to reduce manual workload and improve accuracy in coding and reimbursement processes.