Software and cloud, end to end.
Senior engineers across the whole stack: the application, the cloud under it, and the AI on top.
One senior team, one wired-together stack. Not four disconnected services, but the application, the cloud beneath it, the AI on top, and the hardening that keeps it all in production.
Custom software development
Production web apps and platforms, designed and built by senior engineers. Modern stack, tested, observable, maintainable.
Cloud infrastructure
Architecture, migration, and infrastructure in the cloud. EU data residency, security, and cost under control.
AI engineering
RAG, agents, MCP integrations, and evaluations. AI features that ship to production, not just demos.
Production hardening
Security, tests, monitoring, CI/CD, infrastructure. The six pillars that make software safe to put in front of real users.
Two fixed-scope engagements.
Most of our work is custom: a build, a cloud migration, an AI feature. Two engagements we have packaged into a fixed scope and timeline, so you can start fast. Anything else, we scope on a call.
Make your AI MVP production-ready
Security, tests, monitoring, CI/CD, infrastructure. The six pillars that turn a working demo into software that survives real users.
Production-ReadyInternal AI knowledge assistant
Answers from your own company knowledge, role-based and audit-safe. Onboarding, support, and decisions, live in 8 weeks. For teams of 250 to 2000.
AI Knowledge AssistantExpertise.
Two fields where we go past the surface. Cloud architecture done right, and AI engineering that reaches production with guardrails you can actually audit. Open either index entry for the full picture.
Senior software engineering, EU standard.
01Senior engineers only
Over 10 years building and running production systems. The work is done by the people you talk to, not handed down.
02AI-accelerated, not AI-sloppy
Modern AI tooling under senior review, so speed never costs you quality, tests, or security.
03Made in Frankfurt
German engineering standards. GDPR-compliant by default. EU-hosted infrastructure. Your data stays in Europe.
04No lock-in
We train your team, document everything, and hand off cleanly. You work with us again because we are good.
Latest writing.
Warum KI-Prototypen in Produktion scheitern: die 6 Lücken, über die kaum jemand spricht
Die meisten KI-generierten Prototypen schaffen es nie sauber in Produktion. Das sind die sechs strukturellen Lücken, die sie bremsen, und was Sie dagegen tun können.
ArchitectureWhy AI Prototypes Fail in Production: The 6 Gaps Nobody Talks About
Most AI-generated prototypes never make it to production. Here are the six structural gaps that kill them — and what to do about each one.
FrameworkThe 6 Pillars of Production-Ready AI Code
A deep dive into the framework we use to transform AI-generated prototypes into enterprise-grade software. What each pillar means in practice and why the order matters.
Common questions.
What does Wolkenmeister do?
We design, build, and run production software, cloud infrastructure, and AI systems. Senior engineers in Frankfurt, EU-hosted. We take on new builds, and we get AI-built MVPs ready for production.
Who do you work with?
Founders and CTOs shipping AI-built software, and DACH Mittelstand teams that need an internal AI knowledge assistant. If you have software that has to hold up in production, that is who we are for.
Where is your data hosted?
In the EU. We are EU-hosted and GDPR by default, so your code and data stay in Europe.
What are the 6 Pillars?
Architecture, security, testing, observability, CI/CD, and infrastructure. The six things that separate software that demos well from software that survives real users.
Let's build something production-grade.
Tell us what you need. We will scope it and tell you straight what it takes.