Review monitoring results

To ensure your model continues to perform as expected, it’s important to regularly review the monitoring results generated during the ongoing monitoring process.

• As your code runs, the monitoring template for your model automatically populates with data, providing a comprehensive view of your model’s performance over time.
• You access and examine these results within the ValidMind Platform, allowing you to identify any deviations from expected performance and take corrective actions as needed.

To try out monitoring, check out the code sample for ongoing monitoring of models.

Quickstart for ongoing monitoring of models with ​ValidMind

Prerequisites

• You are logged in to ValidMind.
• You are a Developer or assigned another role with sufficient permissions to perform the tasks in this guide.¹
• The model is in the pre-approval stage for performance testing or the model has been approved and is in production.

¹ Manage permissions

Steps

For results to be present and available for review, ongoing monitoring must be enabled.²

² Enable monitoring

1. In the ValidMind Platform, click Inventory in the left sidebar.

2. Select a model or find your model by applying a filter or searching for it.³

3. In the left sidebar, click Ongoing Monitoring.

   • You can now explore the different sections of the template and review the results.
   • Any deviations from the expected performance should be identified and acted on if necessary.

   For example, click 2.3. Target Drift under 2. Data Quality & Drift Assessment and scroll down:

   

   Sample monitoring results

³ Working with the model inventory