Yes. One of our gripes with many of the solutions was vendor lock-in in some way, be it in data, compute, or simply the APIs. I wrote a comment above https://n

Yes. One of our gripes with many of the solutions was vendor lock-in in some way, be it in data, compute, or simply the APIs. I wrote a comment above https://news.ycombinator.com/item?id=28830306 https://news.ycombinator.com/item?id=28830306 One of our guiding principles, even though it is a SaaS has been to do as much on the client's side: using your own Kubernetes clusters for compute jobs, training, and even interactive notebooks. Using integrations with external data sources. We're moving many things to the client's infra and automating it. This simplifies many things, including billing given you won't need to budget for yet another SaaS, but also security policies given you control your own clusters (granted, they could be on a public cloud provider, but all we need is an endpoint, a certificate authority and voilà).