I Scale AI Projects from Pilot to Production
For German Industrial & Enterprise Companies Who Are Stuck
Product Owner & AI Strategist | 15+ years turning complex AI systems into business results at Siemens, Volkswagen & Accenture
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Does This Sound Familiar?
Your AI pilot delivered promising results, but scaling to production feels impossible
Your technical and business teams speak different languages and can't align
You've invested months in AI projects that remain stuck in proof-of-concept limbo
You're not alone. 70% of AI projects never make it to production.
But it doesn't have to be this way.
AI Projects That Actually Ship
Pragmatic Strategy
I cut through the AI hype and identify what will actually move the needle for YOUR business
Hands-On Implementation
Technical depth (PhD + 15 years hands-on) means I don't just advise - I build alongside your team
Production Scale-Up
Your AI project goes live and delivers ROI, not another slide deck gathering dust
Case Study: Siemens Visual Quality Inspection
Challenge:
AI prototype worked in lab but failed in factory conditions
Solution:
Redesigned for real-world constraints, scaled to production
Result:
Automated quality control running 24/7 across 20+ manufacturing sites globally
How I Can Help
AI Strategy & Implementation
- • Assessment of your AI readiness
- • Roadmap from PoC to production
- • Hands-on product ownership
- • End-to-end responsibility
AI Training & Workshops
- • GenAI fundamentals for business leaders
- • AI project management for non-technical teams
- • Custom workshops for your organization
- • Based on my book "Making Sense of Generative AI"
Typical Engagement: Half-day to 2 days
Ideal For: Teams starting their AI journey
View Training OptionsInterim AI Leadership
- • Act as your fractional Head of AI
- • Bridge technical and business stakeholders
- • Build and mentor internal AI teams
- • Strategic guidance + tactical execution
Typical Engagement: 6-12 months, part-time
Ideal For: Companies building AI capabilities
Discuss Your NeedsWhy Companies Choose to Work With Me
Full-Stack Expertise
PhD in Physics + Product Owner + Data Scientist = I speak both tech and business fluently
Production-Proven
I've shipped AI systems running 24/7 in real factories, not just built demos
Industry Focus
Deep expertise in Manufacturing, Automotive, and Banking - I understand your constraints
Thought Leadership
Author of "Making Sense of Generative AI" - I can explain complex topics in plain language
From Quantum Physics to Practical AI
I started as a physicist solving complex mathematical problems. Today, I solve complex business problems with AI.
Over 15 years, I've led AI and data science teams at Volkswagen, architected digital transformation at Accenture, and scaled AI systems at Siemens from prototype to global production.
What drives me? Closing the gap between AI's potential and its practical reality. Too many promising AI projects fail because they lack someone who can bridge technical excellence with business outcomes.
I wrote "Making Sense of Generative AI" because I believe AI should be accessible, not mystified. I offer consulting because I know how to make AI projects succeed - not just in theory, but in production.
Based in Munich, working across German-speaking Europe.
How We'll Work Together
Discovery (Week 1)
I assess your AI project status, stakeholders, and constraints
Output: Clear diagnosis of what's blocking progress
Roadmap (Week 2)
We co-create an actionable plan from current state to production
Output: Prioritized milestones with realistic timelines
Implementation (Months 1-6)
Hands-on product ownership, bridging tech and business
Output: AI system running in production, delivering value
Whether you're in Manufacturing, Healthcare, Logistics, or Finance - this proven process adapts to your context.
Let's Discuss Your AI Project
Book a free 30-minute strategy call. No sales pitch - just an honest conversation about your AI challenges and whether I can help.