We work with what is already running.
Most infrastructure is live systems carrying production load that cannot stop. Fitting into that without breaking it is one of the things we do best.
We have spent a lot of time inside companies that grew by acquisition, each one arriving with a different stack and its own production traffic.
The job was never to start over. It was to connect, consolidate, and migrate while the requests kept coming.
Meet the stack where it is
Your Kubernetes, cloud accounts, identity provider, and tooling. We start from what you run today.
Move load without stopping it
Changes land in stages, traffic shifts gradually, and there is a way back at every step.
Leave one system, not two
We consolidate instead of bolting on, so you are not left running old and new forever.
Not on Kubernetes yet? We get you there.
Private inference needs a platform to run on. If your services still live on virtual machines or bare hosts, we move them onto containers and Kubernetes first.
Package every service
Each service gets a repeatable build, so it runs the same on a laptop, in the cloud, and in your racks.
Move in stages
Old and new run side by side until each service has proven itself.
Make shipping routine
Builds, deployments, and rollbacks run from version control, the same way every time.
The result is one platform for your applications and your models.
What runs on it: custom inference deployments