(01)
Solution
Governance
Rules for who can run what, where and at what cost, written in plain files and enforced on every job.
41
ready-made policy templates
Policy
What it does
Policies are checked before a job starts and while it runs. A job that breaks a rule is held, not killed, and the owner is told why.
What you set
Start from the templates, edit them in your repository, and roll back any change in one click.
(02)
Solutions
What teams use it for.
Long runs
Training
Multi-week training runs that keep their place when a node fails, with checkpoints you can find again.
0
runs lost to a node failure last quarter
Serving
Inference
Serve models across regions with one routing table, and see p95 latency per model, per region, by the minute.
212 ms
median p95 across customer fleets
Inventory
Fleet and regions
Every GPU, node and site in one inventory, including the ones you rent and the ones in your own racks.
6.1%
average idle capacity found in week one
Next step
Try it on your own cluster.
Read-only for 30 days, connected with one of our engineers.