V2.5 Release Notes

What’s New:

ModelOp Center v2.5 contains a powerful set of new features to increase AI governance and visibility, as well as streamline further model risk processes.

Orchestrate:

MLC Creation UX Enhancements: intuitive, drop-down for adding ModelOp Center-specific processing into model life cycle (MLC) designs, as well as additional simplified out-of-the-box MLC templates
Custom Metadata from Ticketing Systems: ability to pull in custom metadata from Jira and ServiceNow tickets to be persisted with the Model metadata in ModelOp Center
Runtime Selection: more flexible runtime selection and associated orchestration

Monitor & Visualize

Microsoft PowerBI Integration: integration with Microsoft PowerBI to power custom dashboarding using ModelOp Center data
Business Value Tracking (beta): example Business Value Tracking monitors with integration into Tableau Dashboards for executive reporting
UI Editor for Monitoring thresholds: built-in editor for defining monitoring thresholds, allowing for users to enter simple metric checks or complex, rules-driven thresholds based on monitoring metrics and model metadata.
OOTB Monitoring improvements: minor improvements to OOTB monitors for error handling & versioning

Govern:

Automated Model Documentation: ability to auto-generate documentation with model-specific metadata, tests, and other information, using a base document template
Model Risk Process Automation: powerful model life cycle automations to orchestrate the key steps in the model risk and compliance processes

General:

UI – Runtimes Enhancements: simplified and intuitive UI for viewing the current status and troubleshooting model execution environments (runtimes)
Performance Improvements: substantial performance improvements across the ModelOp Center UI
Python 3.8 Support in Runtime: standard, supported Python 3.8 base images for the ModelOp Runtime
Iterative dev/test: ability for customers to test models in the ModelOp Runtime before official registration and management
Runtime Logs Viewing: enhanced live view into runtime logs for troubleshooting

Specific Details:

Minor Enhancements:

Add all groups from SCCS, without filtering, to the list of admin user groups
Tableau: Expose Runtime and Runtime Type
Enhancement to check open sessions with current OAuth2 libraries
Enhancement to add IntrospectionEndpoint to JWT tokens
Enhancement to add KeyCloak integration with ModelOp
Enhancement to load groups from configuration file, potentially coming from SCCS
Enhancement to create a new endpoint at gateway that returns OAuth2Client info for the current supported integrations such as PowerBI , Tableau etc.
Enhancement to add serialVersionUID field to relevant objects that implement Serializable
Enhancement to add missing fields to summary endpoints
Enhancement to support for the status and ticket in the notification regardless of the ticketing system
Enhancement to out-of-the-box MLC: Batch Deployment should only Remove other snapshots of the same model
Enhancement to consider names/types/tags from targetRuntime on GetCompatibleEngine MLC service layer
Enhancement to apply type and parameterizedTypes to delegates part 1
Enhancement to allow Sagemaker Transform Delegate to use https S3 Url
Enhancement to optimize the MLC Delegate Code to Improve Reuse and Documentation
Enhancement to allow for pulling custom JIRA values into a Model Snapshot
Enhancement to update Model Review Notification details that are written to JIRA
Enhancement to consider names/types/tags from targetRuntime on GetCompatibleEngine MLC service layer
Enhancement to increase retry time for Ticketing Notifications
Enhancement to provide an External Service for ServiceNOW
Enhancement to add deployed model ID to the IO message sent from the runtime
Enhancement to extended schema validation should include checking specialValues

Bug Fixes:

Fix for: Tableau Plugin Error when no DeployableModels exist
Fix for: Backend endpoints: MOC doesn't redirect to requested URL after OAuth login
Fix for: Services crash without logstash appender
Fix to: Respond with 401 in secured mode for non-browser requests arriving WITHOUT tokens
Fix to: Jobs without available runtimes hang in CREATED state
Fix to: Backend endpoints: MOC doesn't redirect to requested URL after OAuth login
Fix to: Update Jupyter with GW OAuth2 Authentication flow
Fix to: Camunda Infinite Loop Occurs When External Task Bpmn Error Propagation Fails
Fix to: User is logged out very frequently from Camunda
Fix to: Engine tags don't display unless a model is deployed

ModelOp Documentation Hub V3.1

V2.5 Release Notes

Analytics

What’s New:

Orchestrate:

Minor Enhancements:

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