A fully managed platform in Microsoft Foundry for hosting, scaling, and securing AI agents built with any supported framework or model
Hi Nandha,
This issue usually happens due to a small configuration or UI-related problem in Azure AI Foundry, especially in the new evaluation experience. You can try the below checks step by step.
- Check if all required fields are filled
Sometimes the Submit evaluation button does not work if any required field is missing.
- Make sure dataset is selected
- Make sure model or deployment is selected
- If there are any evaluation metrics or configuration fields, ensure they are filled properly
Even one missing field can block submission without showing a clear error.
- Validate dataset format
The evaluation will only work if the dataset format is correct.
- Ensure your dataset matches the expected schema
- For example, prompt and response columns should be properly mapped
- No empty rows or invalid values
If the dataset is not valid, the evaluation may fail silently.
- Check deployment and region
Make sure that:
- The model deployment is active and in running state
- The deployment region supports evaluation features
Some features in Azure AI Foundry are region dependent, so using a different supported region can help in testing.
- Try with a small sample dataset
To isolate the issue:
- Create a small dataset with a few rows
- Run evaluation again
If this works, then the issue might be related to dataset size or formatting.
- Browser-related checks
The new Foundry UI sometimes has temporary UI issues.
Try the following:
- Refresh the page
- Open in another browser
- Use incognito or private mode
- Clear browser cache
- Check for validation or console errors
Open browser developer tools and check:
- Any validation errors
- Any failed API calls
This can help identify if something is being blocked at UI level.
- Recreate evaluation configuration
If nothing works:
- Create a new evaluation setup from scratch
- Re-upload dataset and reselect model
Sometimes configuration gets stuck in the UI.
In short: In most cases, this issue comes down to:
- Missing required input fields
- Dataset format issues
- Temporary UI glitches in the new Foundry experience
I Hope this helps. Do let me know if you have any further queries.
Thankyou!