Tolmar's PYRANA deployment uses the pharma-manufacturing extraction lens profile, which has specialized extraction patterns for batch record fields, deviation classifications, CAPA actions, and critical process parameters.

The pharma-manufacturing lens profile was developed in part based on Tolmar's document corpus. It identifies CPPs, CMAs, in-process controls, and specification limits as distinct extraction lenses, enabling granular retrieval for quality investigators.