AI Business Knowledge Assistant
A permission-aware internal knowledge assistant for policies, procedures, training material and operational documentation.

Project overview
A permission-aware internal knowledge assistant for policies, procedures, training material and operational documentation. The engagement covered users, decisions, information flows, integrations and the operational constraints of the business before implementation.
The problem
Staff may struggle to find current guidance when content is distributed across drives, manuals, wikis and archived documents.
Proposed solution
Index approved sources, respect document-level permissions and return concise answers with references, feedback controls and ownership metadata.
Challenges
Important delivery considerations
Keep outdated content from appearing authoritative Respect source permissions Make ownership of knowledge clear
Outcomes
What the work delivered
faster policy discovery visible knowledge gaps improved documentation accountability
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