Piotr Kuczyński · Transformation Advisory
AI doesn't transform
organizations.
Decisions do.
I help executives and product leaders navigate the gap between technology potential and organizational reality — where operating models, product strategy, and complexity intersect.
Let's Connect →Your operating model wasn't designed for what's coming next
Reorganizations fail when they optimize structure without understanding flow. I work with C-suite leaders on operating model redesign grounded in complexity theory and real product economics — not frameworks-as-theater.
AI capability means nothing without product clarity
Most AI initiatives stall not from technical limits but from fuzzy product thinking. I bring hands-on ML product experience and organizational context to help teams ship what actually matters.
What I Bring
Built ML products
Product ownership at WebInterpret — multilingual ML-powered translation systems serving millions of e-commerce listings. Not theoretical AI; shipped, measured, iterated.
Reshaped how organizations decide
Transformation work with mBank, Pekao, PZU, Circle K — facilitating operating model workshops for 40+ managers, advising C-level leaders on structures that actually enable delivery.
Connect both worlds
Computer engineering from TU Munich. Enterprise coaching certifications. The rare combination of someone who understands both the code and the boardroom — and knows which one matters when.
Thought Leadership
All articles →Let's have an honest conversation
No pitch deck. No intake form. Just drop me a line and let's talk about where your organization stands — and whether I can help.
p.kuczynski@innomada.pl