Agentic AI Reference Architecture

Human Oversight · Human role

Domain Rule Expert

Human roleHuman OversightExperience & Human Oversightarc:DomainRuleExpert

A human domain expert accountable for the content of the rule base, encoding expertise as rules and deciding whether learned rule changes enter production.

Responsibility. Owns and approves the domain logic encoded in the rule base.

Also known as: Knowledge engineer, Domain expert reviewer, Pulmonology department reviewer

approves; invokesreceives escalation fromreceives escalation fromreceives escalation fromRule Base Updater: approves; invokesRule Base UpdaterRule Validation Orchestrator: receives escalation fromRule Validation Orchestr…Rule Consistency Checker: receives escalation fromRule Consistency CheckerFact Contradiction Resolver: receives escalation fromFact Contradiction Resol…
Direct neighbourhood (hover for relationship types)

Relationships

invokes dependency

receives escalation from dynamic

approves control

Design guidance

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.