Directory data sources

The Austin provider pilot uses the CMS NPI Registry. The private Houston facility cohort uses CMS hospital inventory and curated facility-reported notes. Source observations and independent verification dates are kept separately.

An NPI does not establish current licensure, credentials, quality, insurance participation or appointment availability. Practice-address text does not prove a municipal or neighborhood boundary.