The AIRECH project aims to safeguard and transmit historical professional skills using Artificial Intelligence in an ethical way. The AI agents developed in the project have multi-level potential: they act as digital knowledge banks safeguarding the know-how of the craft and, at the same time, as interactive assistants in the learning and teaching processes of the craft in VET. They can be used in the future in companies for onboarding and continuous training.