AI strategy that turns into outcomes, not slides.
I help organizations and leaders move from AI chaos to a repeatable system of decisions and execution. Frameworks, transformation, delivery.
I don't teach prompts. I build frameworks and workflow systems that keep working after I leave.
From chaotic AI use to a repeatable workflow - webinar May 13, 2026, recording available for free
AI doesn't lose because of technology.
It loses because of missing strategy, structure, and a workflow system.
- Tools without a framework: months of testing, few results in production
- No strategy: AI everywhere, but no priorities or measurable goals
- No workflow system: ad hoc instead of a repeatable rhythm
- No ownership: AI initiatives with no owner, decisions stall
- Prompt-mania instead of systems thinking: tools change, the framework stays
My role: build the strategy, framework, and AI operating model your organization uses to steer its portfolio of initiatives, not individual tools.
Decision-Led AI Transformation
One operating model, from the first decisions to scaled transformation. You start from decisions, not tools - you only take the part you actually need.
AI Starting Point
You're starting with AI
0-2 initiatives. Where it's worth starting and first guardrails.
AI Decision Office
AI in motion, no control
Portfolio: Scale / Redesign / Stop, production-readiness, governance cadence.
AI Process Redesign
Process to rebuild
Redesign 1-2 priority workflows for AI-enabled execution.
AI Organization Redesign
Structure & ownership
Roles, ownership, and governance so AI can scale organizationally.
AI Transformation Office
Long-term transformation
Senior steering across redesign, rollout, and governance, continuously.
Non-binding qualification call. If there's no fit, I'll say so directly.
About
I'm a product and AI/GenAI practitioner. I combine strategy with delivery: decisions, governance, an operating rhythm, and outcomes.
Experience
I work at the intersection of digital products, organizational transformation, and team building. I combine strategic perspective with delivery practice: from concept, through implementation, to adoption and scale. My experience spans organizations from small teams to ~10,000 people, 50+ AI products shipped to production, dozens of POCs consciously stopped or transformed, and collaboration with executive teams and product, tech, sales, and operations leaders.
3 hackathons around AI with selected solutions already on production usage.
Ongoing collaboration
Other organizations
I speak publicly - sharing experience in AI strategy and execution at conferences and within organizations. My talks →