“Genetic data is always imperfect. There are missing genotypes, wrongly labeled bits. You can mitigate some of those problems [with different algorithms that fill in the blanks] but if you change the method you use to mitigate it, you need to know exactly why it changed.”

"We’ve tried solutions such as Argo Workflows or DVC that delivered some of the same capabilities, but it’s cumbersome to juggle different tools. The benefit of Pachyderm is that all of these features are highly coupled in one coherent platform, which works really well for us."