We had challenges with a very complex workflow, and we couldn't find the root cause because it caused an error in the output. We recreated the workflow, and it solved the problem. Alteryx Designer integrated seamlessly with other tools and systems in our workflow. It's not convenient for us to develop any machine learning model using Alteryx Designer. Other data science studio tools are much more advanced than the data science studio tools in Alteryx. We do maintenance on our workflow, but we try to be careful with the upgrades because we don't want any upgrades to impact our production workflows. One or two people are needed to maintain the solution. Overall, I rate the solution a seven out of ten.