Agentic AI Reference Architecture

Governance & Compliance · Software component

Qualitative Risk Matrix Scorer

Software componentGovernance & ComplianceSafety, Security & Governancearc:QualitativeRiskMatrixScorer

A risk scorer that places each risk in a likelihood-band by impact-category matrix and reads off a LOW, MEDIUM, HIGH or CRITICAL level.

Responsibility. Rates risks by matrix lookup over categorical likelihood and impact.

Also known as: Risk matrix, Heat map

Variant of Risk Scorer abstract

When to choose. Choose when likelihood and impact can only be judged in bands and qualitative judgment about context and acceptability matters more than numerical precision.

alternative tospecializesis configured byQuantitative Risk Scorer: alternative toQuantitative Risk ScorerRisk Scorer: specializesRisk ScorerRisk Matrix: is configured byRisk Matrix
Direct neighbourhood (hover for relationship types)

Relationships

is configured by structural

alternative to variability

Classification

Quality attributes
Maintainability (ISO/IEC 25010)Interaction capability (ISO/IEC 25010)

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.
  2. Ref9.07: "Risk Assessment and Management for AI Systems," unpublished reference note (references/Chapter 9 - Safety, Ethics, and Compliance/07-Risk-Assessment-Management.md), Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam supplementary materials, 2026. unpublished note