Agentic AI Reference Architecture

Human Oversight · Human role

Knowledge Content Reviewer

Human roleHuman OversightExperience & Human Oversightarc:KnowledgeContentReviewer

A subject matter expert who verifies knowledge base content flagged as potentially stale or inconsistent before users encounter it.

Responsibility. Confirms or corrects flagged knowledge base content.

Also known as: Subject matter expert

auditsreceives escalation fromVector Index Store: auditsVector Index StoreContent Freshness Monitor: receives escalation fromContent Freshness Monitor
Direct neighbourhood (hover for relationship types)

Relationships

receives escalation from dynamic

audits assurance

Classification

Patterns
Human review workflow
Quality attributes
Functional suitability: correctness and validity (ISO/IEC 25010 | NIST AI RMF: valid)
Risks mitigated
Stale knowledge base answers

Sources

  1. Ch10.1: T. Nguyen, "Conversational UI," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.1. ISBN: 9798244538229.