Governance
Model Inventory
Catalog of all AI/ML models in an organization.
Definition
An enterprise-level register of models assessed as carrying non-negligible inherent risk, documenting key metadata such as model identifier, purpose, owner, developer, origin, version, deployment date, risk rating, approved uses, limitations, review dates, monitoring status and dependencies.
Related Terms
AI Inventory
Central register of AI use-cases and models....
Models
Trained algorithms used to generate inferences or predictions....
Model Risk Management (MRM)
Lifecycle controls for development, validation and use of models....
Model Documentation
Records of model development, assumptions, and validation....
Accountability documentation
Model cards, datasheets, impact assessments and training/validation records....