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.

Nym is an AI medical coding product that deciphers clinical language in patient charts and assigns ICD-10 and CPT codes to them using advanced machine learning and semantic technologies. They offer services for outpatient coding for both professional and facility charges, as well as inpatient coding for professional charges. Nym’s semantic and contextual understanding enables the product to generate accurate and compliant coding with detailed audit trails for further validation. This allows them to handle a range of medical coding scenarios from ancillary procedures like radiology and pathology to more complex situations such as emergency care and ambulatory procedures with minimal human intervention.