Linked.Archi AI Governance SHACL Shapes
SHACL shapes for validating AI governance models. Enforces governance rules: every AI system must have a risk classification, high-risk systems must have conformity assessments and human oversight plans, and all AI systems must have explainability documentation.
Linked.Archi
AI System Governance Shape
Validates that every AI system has the minimum required governance metadata.
Every AI system must have a human-readable label (skos:prefLabel).
Every AI system must have a risk classification.
Every AI system must reference the governance policy that applies to it.
Every AI system must have explainability documentation.
Every AI system should reference at least one ML model it governs.
High-Risk AI System Shape
Additional validation for AI systems classified as High Risk. These systems must have conformity assessments, human oversight plans, bias assessments, and data governance records as required by the EU AI Act.
High-risk AI systems must have at least one conformity assessment.
High-risk AI systems must have a human oversight plan.
High-risk AI systems must have a bias assessment.
High-risk AI systems must have a data governance record.
High-risk AI systems must have a transparency record.
Risk Classification Shape
Validates that risk classifications have required metadata.
A risk classification must assign exactly one risk level.
A risk classification must include a rationale.
A risk classification must include the date it was performed.
Conformity Assessment Shape
Validates that conformity assessments have required metadata.
A conformity assessment must reference at least one principle assessed.
A conformity assessment must have a result (Pass/Fail/Conditional).
A conformity assessment must include the date it was performed.
Bias Assessment Shape
Validates that bias assessments have required metadata.
A bias assessment must include the date it was performed.
A bias assessment should include detailed findings.
Human Oversight Plan Shape
Validates that human oversight plans have required metadata.
A human oversight plan must specify exactly one oversight mode.
A human oversight plan must identify the responsible stakeholder.
A human oversight plan should describe the escalation procedure.
AI Incident Shape
Validates that AI incidents have required metadata.
An AI incident must have a severity level.
AI Governance Policy Shape
Validates that governance policies have required metadata.
Every governance policy must have a human-readable label.
A governance policy must mandate at least one AI principle.
A governance policy should have an effective date.