AI Practice Data Enrichment
An AI-native pipeline that fills most of a practice profile before anyone types a word.
Overview
An AI-native pipeline that populates 60+ profile fields from public NPPES and CMS data, normalized to canonical labels so signup starts mostly complete.
The problem
New practices faced a long, manual profile setup that most never finished.
Approach
Enriched profiles automatically from authoritative public data.
- Pulled from NPPES and CMS sources.
- Normalized to canonical labels.
- Populated 60+ fields at signup.
Results
Roughly two-thirds of each profile is auto-filled before the practice does anything.
2/3Auto-filled
60+Fields populated
Stack
Anthropic APIPythonNPPES / CMS data