Competitive advantage through data & AI.
Where others see only technology, I connect it with strategy, organization, and culture — for sustainable success.
- 20+ years: From Data Scientist to Data Strategy Partner – hands-on and strategic
- Published on CIO.com, Towards Data Science, and industry media
- PhD in applied mathematics
- Cross-Industry: Energy, Transport, Retail, Finance, Manufacturing
So that Your data and AI investments deliver results — not just costs.
Data excellence: explained in 50 seconds
What is data excellence? How organizations use data in line with their strategy.
Video in German.
Data excellence: explained in 50 seconds
What is data excellence? How organizations use data in line with their strategy.
Latest Articles
My publications on strategy, organizational change, and leadership for data and AI.
Data Culture Is the Symptom, Not the Solution
The hidden reason your data investments fail
Most leaders treat data culture as the missing link to success. But culture is actually a symptom of your organizational design, not the solution to your data problems.
Stop Trying to Engineer Data Culture
What executives must understand to build data- and AI-driven organizations
Data culture cannot be engineered—it emerges from value creation. Why leaders must stop trying to build culture and what they should do instead.
Contrasting the roles of data and business strategy to become data-inspired.