Hi @NandiniN - I did not mention you in the above reply though had meant to. I would appreciate if you had ability to provide a follow up.

"I don't see where or how the __CreatedDateTime and __UpdateDateTime columns are managed within the apply_changes function. I understand __Start_At and __End_At when Type 2 is used but am not seeing what you imply. Would you expand on this in your reply?

Audit Columns: The __CreatedDateTime and __UpdatedDateTime columns are managed within the apply_changes function to ensure correct handling of timestamps."