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.

Codio is a tool by Medicodio that automates medical coding. It connects to electronic health records systems and uses optical character recognition, APIs, and robotic process automation to help with medical coding. The tool can handle codes for different medical specialties and checks for compliance, making the coding process more accurate and less manual for healthcare professionals.

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.