Cloud · Ops

Cloud, DevOps & MLOps

Scalable, observable, and secure foundations for your applications and AI workloads.

Cloud & platform

Cloud architectures that don't fight you

01

Cloud architecture

Kubernetes, serverless, or hybrid — designed for your scale, your team, and your budget.

02

Infrastructure as code

Terraform, Bicep, or Pulumi. Environments that are reproducible and reviewable.

03

Cost-aware design

Spend that scales with usage, not with surprise. Tagging, budgets, and right-sizing baked in.

04

Security & identity

Least-privilege IAM, secrets management, network segmentation, and compliance-ready defaults.

DevOps

Smooth releases, fewer surprises

CI/CD pipelines

Automated builds, tests, and deploys — with guardrails that catch problems before users do.

Blue-green & canary releases

Deploy patterns that let you ship confidently and roll back instantly.

Monitoring & alerting

Logs, metrics, traces, and alerts tuned for signal — not noise that nobody reads.

Incident response

Runbooks, on-call patterns, and post-incident reviews that actually improve the system.

MLOps

Production-ready AI, not just notebooks

Models and LLM-based services need the same operational rigor as any other production service — plus a few specifics around drift, cost, and evaluation.

Model & LLM deployment

Versioned, monitored, and rollback-able. Same release discipline as the rest of your stack.

Drift & quality monitoring

Watch input distributions, output quality, and cost. Catch regressions before users do.

Data & feature pipelines

Reliable ingestion, feature stores, and embeddings refresh — without manual intervention.

Engagement model

From health check to full platform

1

Assess

Audit your current setup, find bottlenecks, and quantify the risk areas.

2

Roadmap

Quick wins first, structural improvements next. Sequenced for measurable progress.

3

Implement

We do the work — or pair with your team — to deliver the roadmap.

4

Manage

Optional: stay on as a managed-service partner for ongoing operations.

Related services

Infrastructure feeling fragile?

A health check is the cheapest way to find out what's actually risky and what's fine. We come back with a written report and a roadmap.

Tell us about your project