Digital technology, and more particularly widespread exploitation of data, is at the heart of the fourth industrial revolution. However, building a digitalization project requires a structured approach including a precise definition of needs and a roadmap from the POC (Proof of Concept) to the actual deployment of the solutions. Feedback from industrial players engaged in digital transformation.