Agentic AI Reference Architecture

Governance & Compliance · Software component

Rule Validation Orchestrator

Software componentGovernance & ComplianceSafety, Security & Governancearc:RuleValidationOrchestrator

A governance component that sequences each candidate rule through consistency checking, empirical scoring, threshold gating and expert review before it may enter production.

Responsibility. Coordinates the multi-stage validation workflow for candidate rules.

Also known as: Rule validation workflow

invokesinvokesreadsescalates toorchestratesorchestratesis constrained byA/B Test Traffic Splitter: invokesA/B Test Traffic SplitterRule Base Updater: invokesRule Base UpdaterCandidate Rule Queue: readsCandidate Rule QueueDomain Rule Expert: escalates toDomain Rule ExpertRule Consistency Checker: orchestratesRule Consistency CheckerRule Quality Scorer: orchestratesRule Quality ScorerRule Acceptance Threshold Policy: is constrained byRule Acceptance Threshol…
Direct neighbourhood (hover for relationship types)

Relationships

invokes dependency

reads dependency

escalates to dynamic

is constrained by control

orchestrates control

Design guidance

Classification

Patterns
Multi-stage rule validationThreshold gate then expert review
Risks mitigated
Low-quality or contradictory learned rules reaching production

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.