AI agents that actually run in production.
Independent AI & IT consulting from Germany. I turn real workflows into reliable agent systems — built end-to-end, instrumented, and EU-compliant by design.
End-to-end delivery from use case to running system.
I work end to end: define use case and user journey, design prompts and agents, integrate tools and data, ship a reliable v1, then improve based on real usage instead of theory.
Production-grade work across healthcare, EU compliance & private knowledge.
Recent builds — each shipped, instrumented, and improved based on real usage. Architecture diagrams & demos available on request.
For founders & operators who want AI that delivers measurable value.
The people I work with
Founders, managers, product/ops teams, and technical teams looking to deploy AI that delivers measurable value.
- Founders shipping their first AI product
- Product & ops leads automating real workflows
- Technical teams needing senior AI delivery
- Corporate innovators inside German SMEs
Typical use cases
Most engagements fall into a handful of repeatable shapes — well-understood problems that benefit from senior delivery.
- Internal AI assistants grounded on docs and SOPs
- Slack & Telegram assistants for alerts and summaries
- Lead intake and triage automation
- Support copilots with reliable retrieval (RAG)
- Automating repetitive operations workflows
A simple, repeatable path from idea to running system.
Define the outcome
Week 1Align on a measurable goal — cost savings, revenue lift, or a compliance milestone. Map current workflow, identify bottlenecks, agree on success metrics before a single line of code.
Rapid proof-of-value
Week 2 – 5Deliver a production-ready MVP within weeks, not months. Real data, real users, real feedback loop — built on infrastructure that can scale rather than throwaway demo code.
Launch & monitor
Week 6 – 8Ship to production with proper observability — usage analytics, KPI dashboards, AI behaviour tracking, drift detection, and cost monitoring. You can see what the system is actually doing.
Iterate & scale
Month 3+Optimise based on real usage signals, then prepare for rollout across departments. New use cases plug into the same foundation rather than starting from scratch each time.
Upskill the team
OngoingDocumentation, runbooks, and hands-on training so your team owns the system long after I'm gone. No vendor lock-in — the goal is autonomy, not dependency.
Ready to build AI that actually works?
Tell me what you're building. If it's a fit, I'll send back a short discovery-call invite — usually within one business day.
I reply within one business day
Your data stays in Germany — no tracking
EU AI Act & GDPR compliant by design
Free 30-minute discovery call