Context
Internal teams were spending time locating approved policies, product materials, and operating procedures across separate document stores.
Approach
A private knowledge assistant was designed around authorized enterprise sources, role-aware retrieval, and traceable answers for internal workflows.
Outcome
The solution demonstrates how an enterprise can centralize knowledge access while retaining governance boundaries and using only properly licensed model interfaces.