Model Governance

Model Management Inventory and Governance is important to help organizations maintain a record of the Models in production and in measuring Model performance. ModGov is a framework to provide escape from traditional analytical siloes, improve collaboration, detect Model decay, and provide more reliable, refreshed Model metadata. And also ModGov helps organizations in record keeping, monitoring and measuring the deployed models.

Features include:

  • Analytical Model registry
  • Feature marketplace
  • Model shopping utilizing Collibra Catalog Data Basket
  • Integration of Collibra with MLFlow, AWS SageMaker and Apache Airflow
  • Model governance with workflow-enabled accountability framework