AI may suggest
Relevance, sentiment, importance, narratives, risk and options.
Who suggests, reviews and approves
Clear boundaries between AI suggestion, analyst review and manager approval.
Relevance, sentiment, importance, narratives, risk and options.
Evidence, matching, classification and narrative.
Response, plan, report and delivery.
Generated variants are never an autonomous publishing workflow.
Every operational conclusion traces to evidence and scope.
Events preserve actor, time and change.
An output estimate, not historical performance measurement.
Completeness and freshness of approved knowledge.
Shown only after a sufficient reviewed-decision sample.
Shown as a state and limitation, never zero or certainty.
We review your organisation scope, sources, governance and reporting needs without promising unavailable coverage.