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.
Europe is one GDPR floor enforced by dozens of different national regulators, so 'GDPR-compliant' is a starting point, not an answer — data-subject rights, residency expectations, and disclosure norms shift by country and buyer. Vendors that ship a single English build and call it European coverage leave every non-English market half-served. That is the environment cloud-native backend & mlops has to be built into, not around.
- 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.
- 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
- GDPR-scoped data architecture with data-subject request handling
- EU-resident hosting where a client or sector requires it
- SEPA-native payment integration
- Per-market localization pipelines, not shared string tables
- Consent and disclosure flows built for EU norms
What you can expect
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.