Freelancer profile translated to English.

Description

Most AI programs stop at the POC, not because the technology isn't ready, but because governance, methodology, and industrialization don't keep pace.

I lead end-to-end AI transformation programs,from strategic framing to scaled deployment, with an obsession for measurable ROI and real adoption.

After 25 years transforming industrial and then IT organizations (**Lean Six Sigma Black Belt**, at SNCF and Inetum), I led the deployment of generative AI in 15 countries: 28,000 people trained, 1,000+ daily Copilot users, and over €20M impact on operating margin.

My value proposition:

*Govern & Industrialize**via a Hub & Spoke model**: a central hub that handles governance, the deployment handbook, and the AI Factory (reusable components, technical guidelines), with business spokes that autonomously apply this framework. Each deployment strengthens the foundation rather than starting from scratch.

**Transform entire domains**, not scattered use cases. I prioritize an entire domain within a business function (procurement, HR, finance, ops) to audit workflows and rebuild them with native AI integration. This is where true margin gains are measured.
**Move from chatbots to workflow agents**. Co-create AI-native processes with business units and IT without human intervention: this is not an IT project, it's an operating model transformation.

**Orchestrator of transformation**, I provide the methodology, animate tech teams for industrialization, and business units to select the right domains, across multi-country, multi-BU contexts.

**Areas of expertise**: AI strategy & governance · GenAI program management · AI operating model · change management & adoption · AI value measurement

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 20km), Levallois-Perret (up to 10km)

Inetum
PROGRAM DIRECTOR - GENERATIVE AI DEPLOYMENT
DIGITAL AND IT
August 2023 - September 2025 (2 years and 1 month)
Saint-Ouen, France
Leading the internal deployment of generative AI:

1.Scaled AI Deployment— framing, pilots, scaling in complex organizations
2.AI Governance— group governance models, AI Act readiness, Responsible AI
3.Change Management & Adoption— enablement, learning paths, community of practice, AI tool usage measurement
4.GenAI Program Management— roadmap, business use cases, prioritization, dependency management, multi-country, C-suite reporting
5.AI Value Measurement— AI scorecard, ROI, productivity, cost tracking, revenue uplift
Generative AI Change Management & Project Governance Cross-functional Team Leadership Excellent Interpersonal Skills ROI
GFI /Inetum
DIRECTOR OF OPERATIONAL EXCELLENCE - MASTER BLACK BELT
DIGITAL AND IT
November 2018 - August 2023 (4 years and 9 months)
Saint-Ouen, France
1.Lean Six Sigma Master Black Belt— DMAIC projects to improve productivity across all BUs, Yellow & Green Belt certification and mentoring - Management of 6 Black Belts
2.Process Optimization— reduction of lead times, costs, and defects with double-digit gains
3.Performance Management— KPIs, OKRs, daily/weekly/quarterly management rituals
4.Operational Model Deployment— multi-country, multi-BU, multi-sector standardization
5.Operational Change Management— coaching local leaders, visual management, embedding in teams
Lean Management Change Management KPIs Project Management Cross-functional Team Leadership
SNCF
HEAD OF OPERATIONAL EXCELLENCE - e_SNCF
TRANSPORTATION
September 2016 - September 2018 (2 years)
Saint-Denis, France
1.Lean IT— deployment of continuous improvement in IT teams, adaptation of Lean methods to the IT services context
2.Training & Skill Development— 1,500 people trained in Lean IT methods, facilitation of workshops and training sessions
3.Visual Management— implementation of visual performance management rituals (stand-ups, field dashboards)
4.Change Management in Complex Environments— deployment in organizations with established cultures, multiple stakeholders, and long-term resistance to manage
5.Operational Manager Coaching— supporting local leaders in a demanding context, where buy-in is built on the ground rather than top-down
Coaching Lean IT Change Management & Transformation Collaborative Workshops Performance Management