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//Specialized Engineering × Cloud-Native Backend & MLOps × Europe

Cloud-Native Backend & MLOps in Europe

High-performance backends and the MLOps to deploy, monitor, and retrain models in production — for SaaS, AI products, and real-time data platforms. Delivered to Europe teams on your calendar.

High-performance backends and the MLOps to deploy, monitor, and retrain models in production — for SaaS, AI products, and real-time data platforms. European industries operate under strict data-protection and residency requirements. We engineer to GDPR standards and deliver platforms built to be maintained and scaled.

01What's broken without us

Your backend can't keep up, or your models work in a notebook but never make it to production reliably. There's no path from experiment to deployed and monitored.

02Our approach — the Forge Method, applied
  • 01Architect services and the ML lifecycle around real load and SLAs.
  • 02Prototype deployment and monitoring before scaling.
  • 03Forge microservices, pipelines, and IaC.
  • 04Harden with A/B deployment, drift monitoring, and retraining.
//Capabilities
  • Microservices (Go, Rust, Node.js, .NET)
  • Serverless & container orchestration (K8s, Nomad)
  • CI/CD (GitHub Actions, GitLab CI, ArgoCD)
  • MLOps: deployment, A/B, monitoring, drift
  • Data engineering (feature stores, ETL)
  • Infrastructure as Code (Terraform, Pulumi)
  • Real-time event streaming
  • Event-driven architecture
//Outcomes

What you can expect

Notebook → prod
real ML pipeline
Monitored
for drift
Scales
with load
//FAQ

Questions, answered straight

Yes. Aligned to CET / GMT working hours. GDPR-grade software and AI for regulated European industries — data-residency aware and built to ship.

//Next step

Start with a Blueprint.
Lock the scope. Ship the system.

Contact the studio