Agentic AI Reference Architecture

Human Oversight · Software component

Moderation Appeal Tracker

Software componentHuman OversightExperience & Human Oversightarc:ModerationAppealTracker

A component that records user appeals of automated moderation decisions and their outcomes and analyzes appeal patterns for systematic errors.

Responsibility. Tracks appeals and surfaces systematic moderation errors.

Also known as: Appeal tracking

readsis invoked bytriggerssends data toAudit Log Store: readsAudit Log StoreEnd User: is invoked byEnd UserIncident Manager: triggersIncident ManagerTransparency Report: sends data toTransparency Report
Direct neighbourhood (hover for relationship types)

Relationships

is invoked by dependency

reads dependency

sends data to dynamic

triggers dynamic

Classification

Quality attributes
Transparency and accountability (NIST AI RMF: accountable and transparent)
Risks mitigated
Waves of systematic false positivesDiscriminatory enforcement patterns

Sources

  1. Ch9.8: T. Nguyen, "Standards and Frameworks for AI Governance," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.8. ISBN: 9798244538229.