Skip to end of metadata
Go to start of metadata

You are viewing an old version of this page. View the current version.

Compare with Current View Page History

« Previous Version 2 Current »

What’s New:

ModelOp Center v3.1 continues to build upon the strong AI governance and risk foundation by incorporating additional comprehensive risk monitoring, documentation generation, and governance processes. Additionally, v3.1 introduces support for Okta and AzureAD as Oauth2 providers.

Govern:

  • Governance Process Orchestration: enhancements to the out-of-the-box templates that enable orchestration of the entire model governance process across a variety of different use cases/business units to ensure adherence to overall AI governance procedures and processes.

  • Model Risk - Annual Review MLC’s: out-of-the-box templates for orchestrating the typical steps required for annual model reviews from a risk and governance perspective

  • Risk Documentation Generation Enhancements: support for manual generation of model documentation using both automated and manually generated test results

  • MLC Incident Management: integrated tracking of MLC-specific technical incidents, including troubleshooting the incident and resuming the process instance

Test, Monitor, & Visualize

  • Regression Diagnostics: additional set of out-of-the-box tests that produce a comprehensive analysis of Normality, MultiCollinearity, Linearity, AutoCorrelation, and Homoscedasticity.

  • Automated Risk Testing: updates to the out-of-the-box automated tests for risk review including Performance, Drift, Stability, Fairness, Normality, MultiCollinearity, Linearity, AutoCorrelation, and Homoscedasticity, etc. Ability to compare against standard thresholds for these metrics, with drill down into the detailed metrics calculations.

  • Manual Test Execution: enhancements to the UI to allow for manually executing any test or monitor, using either out-of-the-box tests/monitors or custom monitors. Test results are captured and made available in the UI

General:

  • User Experience: minor User Interface enhancements including:

    • New dashboard that displays all Batch deployments by environment, status, etc.

    • Updated Executive Dashboard to allow for drill down into individual monitoring results

    • Ability to filter Access Group display names

  • AWS Cognito: enhancements to ModelOp Center’s support for AWS Cognito as an OAuth2 provider

  • Okta: support for integrating ModelOp Center with Okta as an OAuth2 provider

  • AzureAD (MVP): support for integrating ModelOp Center with AzureAD as an OAuth2 provider

  • Gitlab Pipelines (beta): support for integrating with Gitlab pipelines for CICD processes

Specific Details:

 Click here to expand...

Minor Enhancements:

Bug Fixes:

  • No labels