Hi Dom, thank you for your feedback! I agree with you here, KNIME is a great alternative. I think that alteryx should orientate itself more towards the Cloud, because big Cloud providers have their own solutions. I would rather use e.g. Google's Data Prep if I'm using the Google Cloud than adding alteryx to my portfolio.