I support leadership teams to clarify direction, structure execution, and deliver sustainable products that perform.
When agentic AI brings real value, I integrate it into your workflow — with governance, traceability, and human control.
At key moments (redesign, strategic MVP, tech debt, scaling), the real cost isn't "technical": it's the lack of a shared direction.
My role is to make decisions simpler, execution smoother, and delivery more reliable — with clear artifacts (maps, roadmaps, specs, governance) and, when useful, an agentic layer that accelerates without compromising control.
"Speed rarely comes from a sprint. It comes from lasting clarity."
— Vincent Lappartient
Clarify where you are, and where to go.
Structural decision, redesign, debt, risks, ROI: you need a reliable diagnosis and a concrete trajectory.
Product, UX, stack, data, governance
Principles + flows + components + dependencies
Quick wins + risks + trade-offs
Turn ambition into an actionable plan.
Too many topics, difficult trade-offs, dependencies: you need a roadmap that holds, and clear governance.
Measurable success, realistic cadence
Epics, criteria, dependencies
Rules, rituals, ownership
I make trade-offs by combining value (business + user), risk (tech + compliance), effort/dependencies, and learning opportunity (measure → iterate). The goal: decide fast, without fragile decisions.
Clear journeys, actionable specs.
MVP, redesign, friction: you want to design fast, right, without over-designing.
Hypotheses, success criteria
Flows, wireframes, iterations
Consistency + smooth delivery
Analytics instrumentation + experiments (A/B when relevant) to learn fast and prioritize better.
Orchestrate execution, secure the trajectory.
Complex program: multi-team, dependencies, high stakes. You need readable and reliable execution.
Roles, rules, quality, transparency
Prioritization, decisions, reporting
Product/design/tech/data synchronized
Steering committees, priority tracking, trade-offs, and team convergence — with an operating model adapted to constraints (compliance, security, delivery).
Structure, upskill, sustain.
Product team being built or transformed: you want to clarify roles, establish the right rituals, and grow capabilities.
Roles, scopes, interactions
PM/Design coaching, best practices
Cadences, decisions, autonomy
I adapt to your context: one-off intervention to unblock, or ongoing support to embed lasting practices.
Compliance built into delivery.
Framing, recommendations
Steering & integration into the cycle
Compliance managed, not endured
Measure, learn, iterate.
Prioritized hypotheses
A/B when relevant
Rapid iterations
Integrate agentic AI into your operating model.
You want concrete results: useful use cases, governed, integrated into your workflow.
Clarify → skeleton → iterate → measure: learn fast, decide better.
How agentic AI can accelerate your MVP design without sacrificing quality or governance.
How to turn a strategic vision into steered execution with clear milestones and adapted governance.
How to go from a vague idea to a clear product, user-centered and structured for execution.
Yes, I adapt to your frameworks (Scrum, SAFe, Shape Up...) and your existing tooling. The goal is to strengthen your practices, not to rebuild everything.
Each engagement requires a client-side sponsor (CEO, CPO, CTO) and regular check-ins. Intensity varies by format: one-off audit (a few hours/week) vs. Fractional CPO (several days/week).
AI is never mandatory. I integrate it only when it provides real value (clarity, speed, quality) — with clear guardrails and human validation at key stages.
I systematically sign an NDA. Deliverables remain your property. For AI tools, I favor privacy-respecting solutions (self-hosted, zero-data-retention).
A 30-minute call to understand your context, your challenge, and your main constraint. Then I propose an initial framing and a tailored intervention plan.
It depends on the engagement: audit, architecture map, roadmap, specs, prototypes, dashboards, documented rituals... Every deliverable is actionable and transferable to your teams.
Let's discuss your context, your challenge, and your constraints — I'll propose an initial framing and a tailored intervention plan.
