What are considered to be the 'best in class', currently, Extract, Transform & Load' (ETL) applications, which support Users with the general data preparation activities?

I'd suspect a lot of activities happens outside of Celonis, initially to 'prepare' the data quality, ensuring its reliability and integrity once in Celonis. I'm sure there's a lot of common challenges when uploading into Celonis, and have experienced some myself.