Turning complex technology into operational reality.

Most organizations already have more technology, data and ideas than they can effectively use. The real challenge is deciding what matters, creating the structures to execute it, and making new technology work within the constraints of an existing organization.

My background spans deep tech, industrial transformation, defence and banking — from building ventures from zero to establishing AI capabilities inside large organizations.

It is technology that works under real operational conditions — not innovation for its own sake.

AI & Technology Strategy. Identify where technology creates real advantage — and where it does not. I translate broad ambitions into a short list of priorities and executable plans.

Build & Delivery. Move from strategy into delivery. I build teams, define how the work gets done, and take selected initiatives from concept into production.

High-Constraint Environments. Make technology work where the environment leaves little room for error — industrial restructuring, defence, regulated banking. Where legacy systems, regulation and hard operational constraints are the norm, not the exception.

Find the constraint. Technology, process, data, organization, incentives, regulation — or simply solving the wrong problem.

Prioritize. Decide what deserves resources. Not every technically interesting problem is worth solving.

Structure. Create the conditions for the work. Define ownership, responsibilities and what done really means.

Build. Move into implementation. Work with the people who own the systems, not alongside them in a separate layer.

Measure. Prove what changed. Time, cost, revenue, capacity — against what the objective actually was.

I am a Munich-based founder and operator in technology. My career started in engineering and entrepreneurship. Over the following decade, I moved from building technology companies into larger organizational environments — industrial manufacturers, financial institutions and defence.

That combination shapes how I work today: with the curiosity of a founder, but with respect for the constraints of organizations that already have customers, systems, regulation and real operational complexity.

I have built ventures, led AI programs in large organizations, established an AI function during industrial restructuring, and worked on technology in confidential and regulated settings.