| ML Studio | Change | CDP provides an API integration in the DXP-Web for ML Studio notebook instance status. |
| ML Studio | Change | CDP provides an updated ML Studio link in the CDP application for easier access. |
| ML Studio | Change | CDP provides ML Studio navigation in the DXP-Web. |
| Connector | Change | CDP provides the BM ID of the associated offline event set in the Facebook offline connector. The BM ID helps to get comprehensive data insights. |
| Real time API check | Change | CDP provides a real time API check for new RT records in Snowflake to ensure timely updates and efficient data processing. |
| DW Tracker | Change | DW Tracker returns a 403 response code for authorization errors to improve security and access control. |
| Data Erasure | Change | Data Erasure uses TTL and backup features to ensure data protection and compliance. |
| Connector | Fix | The SFTP Output Connector could not transfer data reliably. |
| Campaigns | Fix | The Campaign exclusion filter did not remove the audience. |
| Data Warehouse | Fix | The DW push to Snowflake task failed due to unpublished entities. |