Pattern Library
AI Governance Pattern Library
138 patterns across 16 domains. Filter by regulatory framework to find the control that satisfies a specific obligation.
AI Approval Workflow
The AI Approval Workflow establishes a multi-stage, evidence-gated approval process that every…
AI Audit Trail
The AI Audit Trail pattern establishes an immutable, tamper-evident log of every…
AI Ethics Review Board
The AI Ethics Review Board (AERB) is a standing organisational governance structure…
AI Incident Management
The AI Incident Management pattern implements a specialised incident management lifecycle for…
AI Model Register
The AI Model Register is the foundational governance artefact for any enterprise…
AI Policy Enforcement
The AI Policy Enforcement pattern implements runtime governance controls that ensure AI…
AI Regulatory Compliance Gateway
The AI Regulatory Compliance Gateway is a centralised, runtime compliance validation layer…
AI Risk Assessment Framework
The AI Risk Assessment Framework provides a systematic, repeatable methodology for evaluating…
Model Bias Detection
The Model Bias Detection pattern implements a continuous pipeline for detecting, measuring,…
Responsible AI Framework
The Responsible AI Framework operationalises the five core responsible AI principles—fairness, transparency,…