The method in six movements
Each movement has an intention and a result. The work always starts from a concrete challenge brought by the organisation or the community.
Understand people, context, expectations, fears and the real challenge.
Value existing skills and map tacit knowledge and digital practices.
Create reciprocity in intergenerational pairs or teams.
Structure a solution, users, value proposition and ethical limits.
Build, test and improve a solution with appropriate AI support.
Present, measure change, gather feedback and define continuity.
The six movements happen inside these four phases.
Where we are and what blocks evolution. Context, priorities and baseline.
Architecture of the intervention, expected results and how they are measured.
Experiences, practices, materials and prototypes with the people involved.
What changed and what the next cycle should be. Evidence, interpretation and recommendations.
What D4HE is and what it is not
The problem is not only technical. It is also human, organisational and generational. Tool training solves a small part: what is missing is context, critical judgement and the experience already inside the teams.
Learning design and facilitation, so that people from different generations can solve real challenges with AI.
Software consultancy, therapy or AI Act certification.
Needs, dignity and context come before the tool.
The experience is designed with the people it affects.
Consent, inclusion, privacy and human oversight.
The organisation receives language, instruments and continuity.