SAP as you know has bunch of products . With some like Hana, you could use a jdb/odbc connector while others products have databases backing them ( like sql server ) which you could connect to .

Depending on your need ( CDC ) , you might also want to look at our partners like Azure Data factory or HVR , blitzz etc