I help operators leverage the three layers that actually run a company. So growth scales the business instead of breaking it. Risk management, KPI architecture, AI transformation - same discipline, three lenses.
M.Sc in AI · On-site & remote · Regulated industries
5 quick questions. Get a personalized growth stage diagnosis based on Greiner's Growth Model - used by Fortune 500 companies to navigate scaling challenges.
The assessment is a complete product in itself - a prioritized plan you can act on however you choose. Run it with your own team, with me, or with anyone competent. The work ends when it's done, not when the meter does.
Build systems that won't break at 3x headcount. Find revenue leaks before they compound.
Adopt AI where it actually moves the needle. Restructure for speed without losing stability.
Operator-led DD before you commit capital. See past the deck in 1-2 weeks.
Developer who built regulated banking infrastructure. Product manager who ran products end-to-end. M.Sc in AI - shipping AI tools daily, not just advising on them. Certified organizational consultant and coach. 10+ years inside fintech, digital banking, and adtech.
One operator who covers all five specializations means no translation cost between what's found and what gets built. No committee. No ramp time. Senior expertise from day one.
Read my storyLong-form writing on AI transformation, scaling organizations, and operator-led consulting. The frameworks behind the work.
Insights on AI transformation, scaling organizations, and lessons from a decade inside regulated tech.
AI in business, high-stakes decisions, and practical scaling - talks that leave your audience with tools they can use tomorrow.
Book a keynote for your event. Run a workshop for your team. Or get ongoing consulting support. Let's find the right fit.