4,017 karma · joined September 30, 2014
I don't get to do geospatial work as much anymore, but I would have killed for this just a year ago.
Plus, you no longer need to deal with buying and maintaining a separate device like an iPad! This is why I suspect Apple is dragging its feet on the foldable category, besides letting the screen technology mature. It will probably cannibalize some sales from that market segment.
The one other big thing that Domino isn't, is it's not a database or data warehouse. You pair it with something like BigQuery or Snowflake or just S3 and it takes a huge amount of the headache of using those things away for the staff you're describing. The best way to understand it is to just look at this page: https://docs.dominodatalab.com/en/cloud/user_guide/fa5f3a/us...
People at my work, myself included, absolutely love this feature. We have an incredibly strict and complex cloud environment and this makes it, so people can skip the setup nonsense and it will just work.
This isn't to say that you can't store data in Domino, it's just not a SQL engine. Another loved feature is their datasets. It's just EFS masquerading as an NFS, but Domino handles permissions and mounting. It's great for non-SQL file storage. https://docs.dominodatalab.com/en/cloud/user_guide/6942ab/us...
So, with those constraints in mind, I'd say it's great for what you're describing. You can deploy apps or API endpoints. You can create on-demand large scale clusters. We have people using Spark, Ray, Dask, and MPI. You can schedule jobs and you can interact with the whole platform programmatically.
This is what we use: https://domino.ai/ The marketing is a bit intense on the website, but the docs are pretty good: https://docs.dominodatalab.com/en/cloud/user_guide/71a047/wh...
They definitely target large scale companies, but you can use their SaaS offering and it can be relatively affordable. The best part is the flexibility and scaling, but the license model is awesome too. There's no usage based billing, you just pay a flat license fee per user that writes code and for the underlying cloud costs and they'll deploy it on GCP, AWS, or Azure.
They're used by a lot of large companies, but academia as well to replace or augment on-prem HPC clusters. That's what we used them for as well.
And not to beat a dead horse, but I'm also not a huge fan of the broad claims around it being OSS when it very clearly has some strict limitations.
I've already had to migrate from R Connect Server / Posit Server at work, because of the extreme pricing for doing simple things like having auth enabled on internal apps.
We found a great alternative that's much better anyways, plus made our security folks a lot happier, but it was still a massive pain and frustrated users. I've avoided any commercial products from Posit since then and this one makes me hesitant especially with these blurry lines.
https://www.bloomberg.com/news/articles/2025-07-23/amd-ceo-s...