The person behind the work / 03
Turning AI concepts into experiences people can act on.
Human-led. Simulation-first.
Evidence over hype.
An applied approach
Learning that holds up
outside the classroom.
Georges builds simulation-first learning environments across responsible AI, HR transformation, entrepreneurship, and business strategy. The work turns emerging technology into consequential decisions, practical artifacts, and structured classroom experiences.
- Human-led AI adoption
- Simulation-first program design
- Evidence over hype
Decisions before demos
Technology becomes useful when learners can see the tradeoffs, choose a path, and defend why.
Artifacts before applause
Every experience aims toward work people can inspect, improve, and carry beyond the room.
Human judgment stays visible
AI supports the process; responsibility, context, and final judgment remain human-led.
In the classroom
Built for real learning environments.
Used in courses, workshops, and learning experiences at:
See the approach in practice