AI may suggest
Relevance, sentiment, importance, narratives, risk and options.
As entitledWho suggests, reviews and approves
Decisions and governance
Clear boundaries between AI suggestion, analyst review and manager approval.
◉Signal
▧Evidence
◎Analysis
✓Decision
Decisions and governance
Decision boundaries
Analyst reviews
Evidence, matching, classification and narrative.
As entitledManager approves
Response, plan, report and delivery.
As entitledNever auto-published
Generated variants are never an autonomous publishing workflow.
As entitledDecisions and governance
Transparency and audit
Evidence first
Every operational conclusion traces to evidence and scope.
As entitledOverrides and approval
Events preserve actor, time and change.
As entitledAI confidence
An output estimate, not historical performance measurement.
As entitledKnowledge readiness
Completeness and freshness of approved knowledge.
As entitledMeasured accuracy
Shown only after a sufficient reviewed-decision sample.
As entitledInsufficient data
Shown as a state and limitation, never zero or certainty.
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