Governance & Compliance · Software component
Rule Impact Analyzer
Software componentGovernance & ComplianceSafety, Security & Governancearc:RuleImpactAnalyzer
A governance component that aggregates rule-firing statistics across logged decisions to attribute outcomes, including disparate impact, to individual rules.
Responsibility. Attributes aggregate decision outcomes to the specific rules that produced them.
Also known as: Policy calibration analyzer
Relationships
reads dependency
sends data to dynamic
audits assurance
evaluates assurance
Design guidance
- SHOULD analyse monitor-mode evaluation logs to find policies that trigger thousands of times daily on low-risk operations (overly conservative) and policies that rarely trigger (coverage gaps).
Quantitative guidance
As stated by the sources; verify before use.
- Example summary: in 850 cases, Rule_3 triggered referrals for 230 elderly pneumonia patients, 92% confirmed appropriate (Ch5.11).
Classification
- Patterns
- Rule-level auditabilityPer-rule outcome statistics
- Risks mitigated
- Rules encoding implicit biasUndetected disparate impact
Sources
- Ch5.11: T. Nguyen, "Rule-Based Decision Making Fundamentals," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 5.11. ISBN: 9798244538229.
- Ch10.5: T. Nguyen, "Human-over-the-Loop," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.5. ISBN: 9798244538229.