PRIVATE KNOWLEDGE REVIEW · Workflow idea
For an organization that can host and maintain its own processing environment, index approved documents from designated folders and prepare answers using relevant passages and conversation context. Enforce each document’s access rules, remove outdated sources, protect question history, cite the passages used, and route high-impact or unsupported questions to a qualified person.
01 / The starting point
A self-hosted environment, permissioned document folders, and an authenticated questioner
“Find source-grounded information without widening access or presenting an unsupported answer as fact.”
02 / The work
Helps teams search a private document collection and prepare answers linked to relevant passages.
Apply original folder and document permissions to each search.
Check ownership, version, and removal status before including a file.
Keep document names, sections, and dates visible to the reader.
Do not fill gaps with unsupported details or stale information.
Route legal, medical, financial, policy, and unresolved questions to a qualified reviewer.
03 / The result
A cited response with document version context, access checks, and uncertainty or escalation notes.
Documents · Example outcome
A cited response with document version context, access checks, and uncertainty or escalation notes.
Running locally does not by itself guarantee privacy, accuracy, or correct access enforcement. Restrict indexing and conversation access, keep source versions current, protect stored history, and have a qualified person review consequential or conflicting information.
04 / Make it yours
A few choices shape the work around your team.
Map private collections to people authorized to see their contents.
Assign responsibility for local storage, updates, backups, and security.
Remove obsolete files and limit saved history to an approved purpose.
Make source evidence, uncertainty, and human review part of the response policy.