How FairPath Uses AI to Map Clinical Notes to ICD-10 Codes (RPM, CCM, APCM Eligibility)

Описание: In this video, Justin Brochetti, CEO of Intelligence Factory, demonstrates how FairPath uses AI to convert unstructured clinical notes into defensible ICD-10 codes and program eligibility decisions.

FairPath is a compliance-first remote care platform designed for RPM, CCM, RTM, and APCM programs. At its core is an ontology-guided augmented retrieval AI that interprets clinical language the way clinicians actually document care.

Key concepts demonstrated in this video:

• How FairPath ingests patient demographics and clinical notes
• How ontology-guided AI maps clinical language to recognized ICD-10 codes
• Why ICD-10 identification is required before RPM, CCM, or APCM eligibility can be determined
• How FairPath handles ambiguous or non-coded clinical language
• Example: mapping “shortness of breath” to the appropriate ICD-10 classification
• How this logic reduces manual coding, guesswork, and downstream billing risk

This workflow helps practices ensure that enrollment and billing decisions are grounded in documented diagnoses, not assumptions or vendor heuristics.

FairPath is built by Intelligence Factory to support audit-ready, rules-driven remote care programs.

Learn more at https://fairpath.ai