Agentic AI Reference Architecture

Governance & Compliance · Data store

Candidate Rule Queue

Data storeGovernance & ComplianceSafety, Security & Governancearc:CandidateRuleQueue

A holding store of learned candidate rules awaiting consistency checking, empirical validation and expert review, with their validation scores.

Responsibility. Stages candidate rules and their validation results before promotion.

Also known as: Validation queue

is read by; is written byis read byis written byis read byRule Quality Scorer: is read by; is written byRule Quality ScorerRule Validation Orchestrator: is read byRule Validation Orchestr…Rule Learner: is written byRule LearnerRule Consistency Checker: is read byRule Consistency Checker
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is read by dependency

is written by dependency

Sources

  1. 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.