A curated source collection
Identify authoritative documents, owners and update paths. Handle duplicates, obsolete versions and files that should not be searchable before building an answer interface.
Connect approved company knowledge to useful search, synthesis and drafting, with source context and permissions designed into retrieval.
Discuss your knowledge platformThe starting question
A knowledge platform needs more than document ingestion. It needs ownership, current versions and a way to preserve access boundaries. We start with a curated collection and known questions, so retrieval quality and answer quality can be evaluated separately.
A source inventory, retrieval and permission architecture, an answer interface, an evaluation set and knowledge maintenance procedures.
The work / From design to operation
Identify authoritative documents, owners and update paths. Handle duplicates, obsolete versions and files that should not be searchable before building an answer interface.
Apply relevant access constraints when selecting information. Design permission updates and deletion behaviour so the search index does not become a second, uncontrolled copy of company knowledge.
Show where an answer comes from and let the reader inspect the supporting passage. Make disagreement or missing information visible instead of presenting an unsupported synthesis as settled fact.
Monitor indexing, retrieval failures and user questions. Maintain a test set as the collection changes, and assign somebody to resolve gaps in the underlying content.
Designed into the system
Source ownership and current versions
Access-aware retrieval
Citation and relevance checks
Deletion, re-indexing and change procedures
Yes. A citation can point to a document that does not support the claim, or to an outdated passage. Evaluation should check relevance and support, not simply whether a link is present.
Usually not. A smaller, authoritative collection makes it easier to test access, freshness and usefulness. Expand coverage once the initial collection performs acceptably.