You've brought up a lot of very interesting points that we're actually looking to solve regarding data distribution changes, data version control and reproducib

You've brought up a lot of very interesting points that we're actually looking to solve regarding data distribution changes, data version control and reproducibility, privacy guards and bias detections with our startup Orchestra (https://orchestrahq.com https://orchestrahq.com). Would love to chat if you have further thoughts around the subject - there's a ton of problems we're looking to tackle in the space and would be good to get input.