I think it'd be overkill if what you have is working for you. At least, replacing what you have may not be worth it. For me, there's various properties I like

I think it'd be overkill if what you have is working for you. At least, replacing what you have may not be worth it. For me, there's various properties I like about pachyderm (though they're missing some key workflows I'd like). Looking at some output data, I can see exactly what versions of everything was run against what data, and the data is all version controlled. This should also allow experimentation by individual people and easier approval of updates. I work with multiple teams with many components, where each one may impact others - being able to look at some final result that's weird and go back to figure out what's going on is hard. Tools like pachyderm help with that.