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I have an existing database with several tables in on-premise SQL Database. In AZURE SQL Database, I have created 2 databases i.e. DatabaseA and DatabaseB. What I want to do is just load data from 1 table in on-prem SQL Database, do some staging and then load some fields into DatabaseA and some to DatabaseB.

What is the best way to achieve this DATA migration? (just to be clear, I don't want to migrate the whole database)

In a nutshell, I want to insert data into Azure SQL Databases (DatabaseA and DatabaseB) from my ON-PREM SQL Database....

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Use SQL Server Integration Service (SSIS) to create a project that will load that from the SQL Server instance into both databases. Here you will find an example, you just need to add any transformation of data you need.

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