A distribution you become, or a layer you add
OpenShift is the most complete enterprise Kubernetes product there is, and it achieves that by being a distribution: Red Hat’s Kubernetes with its own installer, security model, image registry, router, build system, developer console, and operator ecosystem, backed by serious support. Adopting it is a platform decision - your clusters are OpenShift clusters, your manifests carry its conventions, your hiring lists it by name.
Ankra makes the opposite bet: your Kubernetes is fine. Whatever conformant cluster you run - EKS, GKE, AKS, a managed provider, on-prem, edge - Ankra layers the missing part on top: an AI platform engineer that builds stacks from prompts, delivers them through a native GitOps engine into your own Git repository, and operates what it shipped with root-cause diagnosis and approval-gated fixes.
The platform team question
OpenShift reduces toil relative to assembling the same capabilities yourself, but it does not remove the operator - it standardizes what your platform team operates. Version upgrades, operator lifecycles, cluster capacity, security contexts: skilled work, by people who know OpenShift specifically. Ankra removes the role rather than standardizing it: the AI does the platform work, and your engineers spend review-minutes instead of operations-days.
Portability, honestly
Both vendors will say “it’s just Kubernetes.” In practice, workloads shaped by OpenShift’s conventions - its security context constraints, routes, build configs, image streams - take real effort to move elsewhere. Everything Ankra manages is plain Helm charts and manifests in your Git repo; leaving Ankra means keeping a working vanilla GitOps setup. Which exit story you prefer is worth deciding before, not after.
When OpenShift fits better
- You are a regulated enterprise standardizing on Red Hat top to bottom, and vendor accountability for the entire platform - OS to console - is the requirement.
- You run large on-prem estates where an integrated, supported distribution beats assembling components, and you are staffed for it.
- Developer experience via a curated in-cluster PaaS (builds, image streams, templates) is the product your platform team is chartered to offer.
Try Ankra on your own cluster
No migration, no new distribution - import the clusters you have today. The free tier is 30 vCPU forever with the AI included, and your Git repo stays the source of truth.