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Interactive Instrument2026-03

ODGS 8-Pillar Governance Maturity Scorer

Open-source 8-pillar diagnostic engine scoring enterprise data and AI governance readiness against ISO/IEC 38505-1, ISO/IEC 25012, and ISO 8000-8.

Measuring the Gap Between Documented Policy and Runtime Reality

Most governance maturity models reward organizations for having committees, policies, and catalog entries—even when physical pipelines remain completely unvalidated.

Published as open-source software (MetricProvenance/odgs-maturity on GitHub and pip install odgs-maturity on PyPI), the 8-Pillar Governance Maturity Scorer evaluates organizational posture across:

  • Canonical Definition Ownership & Semantic Lineage
  • Runtime Enforcement & Circuit-Breaker Architecture
  • Regulatory Evidentiary Readiness (EU AI Act, DORA, GDPR, CSRD)
  • International Standards Alignment (ISO/IEC 38505-1, ISO/IEC 25012, ISO 8000-8)
Kartik Iyer
Kartik IyerProblem Solver & Solution Architect · The Hague
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