Agentic AI Reference Architecture

Governance & Compliance · Data store

Training Data Lineage Store

Data storeGovernance & ComplianceSafety, Security & Governancearc:TrainingDataLineageStore

A record linking each model version to the exact datasets and data versions that influenced it, supporting security investigation and compliance verification.

Responsibility. Traces which data influenced which model version.

Also known as: Data lineage tracking

is written byis audited byTraining Pipeline Orchestrator: is written byTraining Pipeline Orches…External Auditor: is audited byExternal Auditor
Direct neighbourhood (hover for relationship types)

Relationships

is written by dependency

is audited by assurance

Classification

Patterns
Model version control
Quality attributes
Transparency and accountability (NIST AI RMF: accountable and transparent)
Frameworks & regulations
GDPR Art. 32EU AI Act (high-risk requirements)

Sources

  1. Ch9.7: T. Nguyen, "GDPR and Data Protection Regulations," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.7. ISBN: 9798244538229.