Kubernetes, CI/CD, reliability engineering and cost optimization. We build and run the infrastructure that keeps AI products fast, stable and affordable to operate.
Faster deployments
Kubernetes migrationUptime target for critical services
SRE engagementLower monthly cloud cost
Hybrid cloud optimizationEach engagement below is from our own work. Alongside the result, we explain the approach in plain English.
We moved a monolith to microservices on AWS EKS. Releases now ship with zero downtime, the platform has 3× the capacity, and deployments are 70% faster.
Splitting a monolith into services lets each part be deployed, scaled and rolled back on its own. Kubernetes replaces running services gradually during a release, which is what makes zero-downtime deploys possible.
Faster GitHub Actions pipelines and a self-healing ECS runtime for streaming.
CI/CD is the path from a code change to production. When it is quick, teams ship small changes often. A self-healing runtime replaces failed tasks automatically, so a streaming service recovers without waiting for someone to step in.
A 99.95% uptime target for critical services, backed by reliability targets, unified monitoring and runbooks. About 60% faster recovery.
A reliability target turns “keep it up” into a number a team can plan around. Unified monitoring puts every signal in one place. Runbooks mean the response to a known failure is written down before it happens.
Lower monthly infrastructure cost for a high-traffic VPN, while maintaining uptime.
A hybrid setup runs each workload where it makes the most sense, instead of paying cloud prices for everything by default. Cost goes down without trading away reliability.
Models, agents and detection systems depend on the platform underneath. Slow deploys delay every improvement. Weak monitoring hides failures. An oversized cloud bill can make a good product too expensive to run.
From the model to the cloud it runs on, we design, build and operate the whole system, so the AI and its infrastructure are planned together. The same thinking goes into the AI agents we build and into Epoch AI, our fraud detection platform, which can be deployed on-premises.
We learn your business, systems and processes first, so we solve the real problem.
A creative team working with AI designs the solution that fits how you operate.
We map how your systems can advance with AI and automation, step by step.
Virtual Internet began as a client. Today we build Epoch AI together.
Tell us what you run, where it runs and what it costs today. We'll tell you where we'd look first.
