AI that earns trustin production.
Consulting and implementation for production-grade AI: agentic workflows leaders can defend — with controls, review points, and adoption that sticks.
I help leadership teams turn AI into operating leverage: better decisions, faster research, cleaner handoffs, and execution they can defend.
Built on accountable systems — I start with real work (decisions, handoffs, risk) and design agentic workflows with clear ownership, review points, and adoption that sticks.
From pilot ambition to production discipline.
Discover, Architect, Implement, Adopt — a practical path from promising pilots to systems the organization actually runs.
- 01
Discover
Where pilots stall: unclear ownership, fragile handoffs, missing controls, or know-how trapped in a few people.
- 02
Architect
Define the human-AI split: what leaders own, what agents handle, where review happens, and how risk is managed.
- 03
Implement
Hands-on build on the highest-leverage workflows — with governance baked in, not bolted on after launch.
- 04
Adopt
Training, monitoring, metrics, and named owners so AI becomes part of how the organization runs.
Four entry points for operational AI leverage.
Each engagement starts with a concrete operating problem, then moves into the design, adoption, and controls required to make it stick.
- Offer 01:
AI Operating Assessment.
From scattered AI initiatives to a prioritized operating map.
Prioritized operating map and recommended next engagement.
Best for leadership teams moving beyond pilots. - Offer 02:
Agentic Workflow Blueprint.
From manual bottlenecks to governed human-agent workflows.
Human/agent split, control points, and rollout sequence for one critical workflow.
Best for teams ready to redesign critical workflows. - Offer 03:
Governance & Adoption Sprint.
From AI enthusiasm to accountable usage, controls, and adoption.
Usage policy draft, control checklist, and adoption plan owners can run.
Best for organizations preparing to operationalize AI. - Offer 04:
Executive AI Education.
From confusion to shared leadership language.
Leadership briefing materials and shared decision language for executive sponsors.
Best when adoption depends on shared understanding.
Proof across complex operating environments.
Technical depth. Business judgment. Teaching clarity. AI that survives governance, adoption, and execution.
- Shipped agentic research, drafting, and review workflows that teams use daily — with human sign-off, audit trails, and output leaders can defend.
- Led 80+ people across engineering, data, and delivery through cloud and AI transformation in banking, aviation, and consumer goods.
- Moved leadership teams from AI briefings to working practice across Europe, MENA, and LatAm — as director, faculty, and guest lecturer.
Decide.Align.Execute.
If you want AI that earns trust and drives performance, I'll build the controls, operating model, and rollout plan your teams can run with. I take on a small number of engagements at a time — fit decides, not budget.
Every request is reviewed with context. If there is a real fit, I'll follow up personally with the next step.
