Protean AI sits on top of your existing Kubernetes cluster and hides the operational heavy lifting—no manifests, autoscalers, or pod debugging. You deploy, scale, or undeploy a trained model with a click, while Protean packages the service, schedules it on the right hardware, and maintains multiple replicas behind one stable API endpoint.
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