advanta

HomeGlossary

Framework

P4

Methodology transparency

Audience

GC / CLOLegal OperationsCIO / CISO

DEFINITION

Defensibility Element 2 of 5. Per AI capability, the function articulates why this tool, why this configuration, why this control — in capability terms, not vendor names. Addresses Risk Taxonomy 2026 Class 3 (Model drift), Class 4 (Vendor lock-in), and Class 5 (Regulatory non-compliance).

Detailed Explanation

Defensibility Element 2 (DE-2): Methodology Transparency

Core idea

DE-2 requires that all AI-related decisions and artefacts are produced using named, versioned, externally-readable frameworks, not ad-hoc judgement. A reviewer must be able to see which framework, which version, and what inputs/outputs were used.

Quick Facts

Term Type

Framework

Category

Related Pillar

P4 · Governance

Governance

Methodology
v2026.1

Explore Glossary

← All Terms