Agentic AI Reference Architecture

Human Oversight · Data store

Prioritized Review Queue

Data storeHuman OversightExperience & Human Oversightarc:PrioritizedReviewQueue

A holding store of agent-flagged cases, such as pre-screened medical images or compliance alerts, ordered by likelihood of requiring intervention, from which accountable professionals review and sign off.

Responsibility. Holds flagged cases in priority order for accountable human review.

Also known as: Radiologist worklist, Alert review queue

is written bysends data tosends data tois written byAgent Controller: is written byAgent ControllerHuman Approver: sends data toHuman ApproverCompliance Officer: sends data toCompliance OfficerContinuous Compliance Monitor: is written byContinuous Compliance Mo…
Direct neighbourhood (hover for relationship types)

Relationships

is written by dependency

sends data to dynamic

Design guidance

Classification

Patterns
AI pre-screening with human final authority
Quality attributes
Performance efficiency (ISO/IEC 25010)Transparency and accountability (NIST AI RMF: accountable and transparent)

Sources

  1. 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.