Great write-up, Naveen. Very practical and clear.

I really like how you focused not just on migration, but on building a reliable incremental workflow with proper duplicate handling and governance. That’s where real value comes from.

Also, connecting Delta tables with Genie for exploration is a strong touch. Solid engineering first, then AI-assisted analytics on top. Well done