01
Clarify sources
Distinguish public reference material from organisation-specific knowledge and apply appropriate handling to each.
04 / usable evidence
Knowledge layer
Public operating insight.
Connect public-safe knowledge, operating context, and evidence to the work so teams can make decisions with clarity rather than opaque output.
This public layer does not expose private corpora, internal knowledge structures, or client information.
02
Make reasoning usable
Present concise explanations, trade-offs, and next questions so people can assess the quality of a recommendation.
03
Review before reuse
Treat knowledge updates as governed editorial work, with owners and a clear publication boundary.
Continue the decision path