Your team is building AI demos that never ship to production
I build production-grade AI agents and multi-agent platforms that run reliably at enterprise scale — with monitoring, guardrails, and real ops integration.
Sound familiar?
If any of these hit close to home, you're not alone. This is where most technical leaders get stuck.
Your proof-of-concept impressed the board, but six months later it still isn't in production
The AI vendor demos look great — until you try to integrate with your actual data and systems
Your engineers are smart but nobody on the team has shipped multi-agent systems before
You're burning budget on consultants who deliver PowerPoints, not working software
What is AI Agents?
Agentic AI systems are autonomous software agents powered by large language models that can reason, plan, use tools, and take actions — independently or in coordinated multi-agent pipelines. Unlike simple chatbots, production AI agents integrate with real enterprise systems, handle edge cases gracefully, and operate under monitoring and governance frameworks.
How we work together
A structured process that reduces risk and gives you visibility at every step.
Discovery
Map your current systems, data sources, and the specific workflows you want to automate. No generic assessments — I focus on what will move the needle.
Architecture
Design the agent topology, tool integrations, monitoring hooks, and guardrails. You get a concrete architecture document, not a vague roadmap.
Build
Hands-on development of the agent pipeline, integration with your existing stack, and deployment to your infrastructure.
Handoff
Knowledge transfer, documentation, and monitoring setup so your team can operate and extend the system independently.
What you get
Concrete deliverables, not vague promises.
Production-grade AI agents running on your infrastructure — not demo notebooks
Multi-agent orchestration with Langflow, OpenWebUI, or custom pipelines
Integrated monitoring via Grafana/Prometheus with anomaly alerting
Your team trained to maintain and extend the system
Technologies I work with
Typical investment
Depends on scope, timeline, and complexity. Let's discuss your specific situation.
EUR 25,000 - 80,000
per project
Common questions
Ready to ship your AI project?
Let's have a 30-minute conversation about your challenge. No pitch, no pressure — just an honest assessment of whether this is the right approach for you.
Let's Talk on LinkedIn