Kubernetes consulting for production teams.
EKS, GKE, AKS — set up properly the first time.
Kubernetes is the right answer to a small set of problems and the wrong answer to most. We help India-based product teams figure out which one they have, set up clusters that survive their on-call rotation, and document everything so a new engineer can debug at 2am without paging us.
Serving: Pan-India · Asia · Middle East · Global
Concrete deliverables for India (remote) clients.
- EKS / GKE / AKS cluster design and Terraform-based provisioning
- Multi-cluster networking (VPC peering, Transit Gateway, service mesh if needed)
- GitOps with ArgoCD or Flux — declarative, auditable, no manual kubectl
- Helm chart authoring + Kustomize overlays for multi-env (dev/stage/prod)
- Cluster security — Pod Security Standards, OPA Gatekeeper, network policies, image scanning
- Observability — Prometheus + Grafana + Loki, distributed tracing with Tempo
- Cluster cost optimisation — Karpenter / Cluster Autoscaler, Spot integration, right-sizing
- Runbook + on-call training so your team owns the cluster end-to-end
Local context, not boilerplate.
India's Kubernetes adoption skews toward "we use it because everyone does" rather than "we use it because we need it". Roughly 1 in 3 K8s engagements we start ends with us recommending the team move back to ECS / Cloud Run / a single VM. Honesty is part of the value.
For teams that genuinely need K8s — multi-tenant SaaS, ML training fleets, hybrid workloads, regulated multi-cluster setups — we have shipped to AWS EKS, GCP GKE, Azure AKS, and self-managed (RKE2 for clients who couldn't use a hosted control plane). We know the failure modes of each.
India-specific K8s gotchas we handle: ap-south-1 capacity for spot, GPU availability for ML clusters, cross-region traffic costs to non-India users, DR setup that doesn't accidentally violate data residency, image registry strategies that don't blow up egress bills.
Questions India (remote) clients ask first.
- Should we even use Kubernetes?
- Honest answer first. If you have <50 services, a single team, and no multi-tenant requirements, we'll usually recommend ECS Fargate or Cloud Run instead. If you need it, we ship it properly. About a third of our K8s discovery calls end with "you don't need this".
- Which is the right cloud for Kubernetes in India?
- EKS in ap-south-1 (Mumbai) or ap-south-2 (Hyderabad) for most teams. GKE if you're GCP-first or need autopilot. AKS when there's an existing Microsoft/Azure dependency. We've shipped on all three and can compare against your specific workload.
- Do you offer 24×7 cluster on-call?
- Yes — managed Kubernetes is part of our Cloud + DevOps subscription (Gold and Platinum tiers). Pager rotation, runbooks, monthly review, quarterly DR drill.
- What about data residency for India clients?
- For India-only workloads we keep everything in ap-south-1 / ap-south-2. For India + global workloads we design multi-region with explicit data classification — Indian user data stays in India, anonymised analytics replicates globally. DPDP Act compliant.
Same team, other cities and tracks.
Talk to a senior engineer.
30-min architecture review · written assessment within 48h · no commitment.