Agentic AI Reference Architecture

Human Oversight · Software component

Content Flagger

Software componentHuman OversightExperience & Human Oversightarc:ContentFlagger

A guardrail that marks suspicious outputs for later human review without blocking their delivery, creating an audit trail for borderline cases.

Responsibility. Flags suspicious outputs for review without blocking them.

Also known as: Flag guardrail

emits telemetry tois orchestrated bywritesAudit Log Store: emits telemetry toAudit Log StoreGuardrail Orchestrator: is orchestrated byGuardrail OrchestratorModeration Review Queue: writesModeration Review Queue
Direct neighbourhood (hover for relationship types)

Relationships

writes dependency

emits telemetry to dynamic

is orchestrated by control

Classification

Technologies
NeMo Guardrails

Sources

  1. Ch9.1: T. Nguyen, "Output Filtering and Content Moderation," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.1. ISBN: 9798244538229.
  2. Ch10.3: T. Nguyen, "RLHF Methodology," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.3. ISBN: 9798244538229.