KRI Commentary Agent
Explains metric movement against threshold, trend, seasonality and known business events.
Produces compact, evidence-tagged commentary that says what changed, why, what is uncertain and what happens next.
Authority
Inform
Team role
Provides specialist analysis
Handoffs
Named collaborators
The role
What it owns and where its authority ends
Desk
Supervision, Attestation & Risk Reporting
Desk workflow
Triage requests, assemble evidence, draft responses, challenge assertions and route named attestations.
Collaboration
Works within a defined desk workflow
Decision boundary
Provides evidence or analysis without committing the decision.
Systems and capabilities involved
Metric semantic layer
Time-series analytics
Business event calendar
Issue and action tracker
Handoffs
What this role gives and receives
Capabilities offered
Explain a KRI movement
Returns evidence-backed movement, driver, caveat and action commentary.
- Receives:
- Metric series, definition, thresholds and business context
- Returns:
- Structured KRI commentary with driver confidence
Context
What the role needs to do the work
- Current work
- Current scope, evidence index, open questions and review comments
- Prior interactions
- Prior testing cycles, findings, responses and closure decisions
- Policies and reference
- Firm policy, obligation, control and issue taxonomies
- Working method
- Approved assurance methodology and workpaper standards
Illustrative workflow
How the work moves
Starting point
Third-party incidents exceed appetite
- 01
Validate metric definition
- 02
Decompose by vendor and severity
- 03
Match known events
- 04
Write driver and action commentary
Result
Four-part KRI explanation with confidence labels
Checks and boundaries
What must be tested or reviewed
- 01Recalculates deltas and threshold state
- 02No causal claim without supporting evidence
- 03Calls out definition or data-quality changes
Human authority
Provides evidence or analysis without committing the decision.
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