CGM/AID Eligibility Case-Finder for Diabetes Clinics

A records-based tool that scans a clinic's existing EHR — mining clinician notes with natural language processing in addition to billing and pharmacy codes — to find insulin-treated patients (from intensive regimens down to basal-only type 2) who qualify for CGM or automated insulin delivery under the ADA's current Diabetes Technology standards but have no device prescription, and hands clinicians a reviewed outreach list. Published evidence confirms the target gap is real: CGM adoption remains low despite proven benefit in insulin-treated diabetes, and structured codes alone miss most relevant clinical details, so the tool pairs note-mining with clinician review and a local validation step.