Linked.Archi AI Governance SHACL Shapes

SHACL Shapes

https://meta.linked.archi/ai-governance/shapes#

v0.1.0 draft aigovsh: Kalin Maldzhanski Linked.Archi Modified: 2026-05-03 License

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.

Contents

AIGovernancePolicyShape
AIIncidentShape
AISystemShape
BiasAssessmentShape
ConformityAssessmentShape
HighRiskAISystemShape
HumanOversightPlanShape
RiskClassificationShape

AIGovernancePolicyShape — target: AIGovernancePolicy

Property	Constraint	Value	Severity	Message
`prefLabel`	minCount	`1`	Violation
`mandatesPrinciple`	minCount	`1`	Violation
`policyEffectiveDate`	datatype	date	Violation
`policyEffectiveDate`	minCount	`1`	Violation

AIIncidentShape — target: AIIncident

Property	Constraint	Value	Severity	Message
`incidentDate`	datatype	date	Violation
`incidentDate`	minCount	`1`	Violation
`incidentDescription`	minCount	`1`	Violation
`incidentSeverity`	minCount	`1`	Violation

AISystemShape — target: AISystem

Property	Constraint	Value	Severity	Message
`prefLabel`	datatype	langString	Violation
`prefLabel`	minCount	`1`	Violation
`governedBy`	minCount	`1`	Violation
`hasExplainabilityReport`	minCount	`1`	Violation
`hasRiskClassification`	minCount	`1`	Violation
`wrapsMLModel`	minCount	`1`	Violation

BiasAssessmentShape — target: BiasAssessment

Property	Constraint	Value	Severity	Message
`assessmentDate`	datatype	date	Violation
`assessmentDate`	minCount	`1`	Violation
`assessmentFindings`	minCount	`1`	Violation
`assessmentResult`	minCount	`1`	Violation

ConformityAssessmentShape — target: ConformityAssessment

Property	Constraint	Value	Severity	Message
`assessedAgainstPrinciple`	minCount	`1`	Violation
`assessmentDate`	datatype	date	Violation
`assessmentDate`	minCount	`1`	Violation
`assessmentResult`	minCount	`1`	Violation

HighRiskAISystemShape — target: AISystem

Property	Constraint	Value	Severity	Message
`hasBiasAssessment`	minCount	`1`	Violation
`hasConformityAssessment`	minCount	`1`	Violation
`hasDataGovernanceRecord`	minCount	`1`	Violation
`hasHumanOversightPlan`	minCount	`1`	Violation
`hasTransparencyRecord`	minCount	`1`	Violation

HumanOversightPlanShape — target: HumanOversightPlan

Property	Constraint	Value	Severity	Message
`escalationProcedure`	minCount	`1`	Violation
`oversightMode`	class	OversightMode	Violation
`oversightMode`	maxCount	`1`	Violation
`oversightMode`	minCount	`1`	Violation
`oversightResponsible`	minCount	`1`	Violation

RiskClassificationShape — target: RiskClassification

Property	Constraint	Value	Severity	Message
`classificationDate`	datatype	date	Violation
`classificationDate`	minCount	`1`	Violation
`classificationRationale`	minCount	`1`	Violation
`classifiedAs`	class	RiskLevel	Violation
`classifiedAs`	maxCount	`1`	Violation
`classifiedAs`	minCount	`1`	Violation