Retirement: Remove dependency on these preview features before March 31, 2026

On March 31, 2026, the following preview features will be retired:  

• Group multiple steps as a whole to better organize complex pipelines  

• Compare pipeline jobs to debug failures or unexpected issues  

• Import data into a data labelling project  

• Use v2 data asset (uri_folder and mltable) in a data labelling project  

• Monitor data drift between training and inference  

• Add linked services  

• Monitor compute resource  

After March 31, 2026, these preview features will no longer be available.  

To ensure that you do not run into an issue, it is recommended to remove dependency on these features before May 31, 2026.  

Detailed guidance is documented here.

Help and support  

If you have questions, get answers from community experts in Microsoft Q&A. If you have a support plan and you need technical help, create a support case.  

Links provided herein may take you to a third-party website and are provided for convenience only. Third-party websites are subject to the third-party's terms and privacy statements.  

Learn more about service retirements that may impact your resources in the Azure Retirement Workbook. Please note that retirements may not be visible in the workbook for up to two weeks after being announced.