As for Kedro, first I'll say it's a great tool! If you use it and love it, keep on keeping on 🙂 I think these guys did a great job! While ClearML doesn't have all the features of Kedro (And obviously Kedro either, they are 2 different tools with 2 different goals), we do have the pipelining feature. The UI is still in the works and Kedro does look better! But if you use CleraML agent, you can probably build better automations. That said, if I had to "advise" I'd say start with ClearML pipelines and if something is missing (Or you want the templating features, which are great but require resources from your side to conform to them), try integrating Kedro. The reason why I'd say start with ClearML and not Kedro is that experiment tracking \ management is a must.