PEM – Personal Employability Mapping
Maps how capacities, preferences, values and directions of development are available within a person’s real context.
Human Development Intelligence
Science and technology
Human Development Intelligence is the scientific foundation; the Human Layer translates it into AI architecture.
Scientific and technological basis
From developmental science to a working AI architecture
Human Development Intelligence forms the scientific foundation. The Human Layer translates this science into AI. The AI Relational Buddy makes the architecture accessible to people and professionals.
- Human Development Intelligencescience
- Human Layerarchitecture
- AI Relational Buddyapplication
The basis consists of:
VRR – Vulnerability, Resilience and Regulation
Examines the coherence between vulnerability, resilience, protective factors, risks, self-regulation and social circumstances.
PEM Coherence Index
Examines not only separate characteristics, but above all the configuration and interrelation of development indicators.
Specialised development engines
Translate structured self-observation into recognition, meaning-making, coherence and development-oriented dialogue.
Relational runtime
Enables continuous, context-sensitive collaboration between people and AI, without fixing the person in an unchangeable profile.
Human agency by design
AI that strengthens human autonomy
The Human Layer was developed from a clear principle: AI must not take over the meaning of a human being.
The user keeps control over their own story, meaning and direction of development.
Therefore:
- interpretations are hypotheses, not final conclusions
- sources, reasoning and uncertainties remain visible
- the user can correct or reject any interpretation
- consent determines what is remembered and used
- data remains tied to a clear purpose
- human or professional support can be called in when needed
- the architecture prevents dependency and fixed classification
The next step in AI is not just more intelligence
The next step is AI that helps people understand themselves better, keep developing and give direction to their own life and work.