Where AI moves your P&L — and where it won't.
Independent AI advisory · Available for new engagements
Turn AI into business outcomes.
AI is loud. Most of it won't move your P&L. I help you find the parts that do — and ship them.
Offer
Three layers. Pick one, stack two, or run the full sequence.
A modular engagement model. Each layer ships value on its own — and compounds with the next.
Workflows, tooling, and operating models built for AI leverage.
From prototype to adoption: build, train teams, set guardrails.
Proof
Operator-built. Business-first.
Digital transformation lead, PE-backed FMCG.
Serial entrepreneur. P&L instincts.
AI-native. AI-first by default.
Trusted by operators and founders at
Elys Cup
Octane
Stock Spirits
Okatim SRL
Get in touch
Make AI useful for what's already on your plate.
A short call. Your context, your constraints — and where AI actually pays off.