The Science Behind
Mental health is not a luxury. It is a fundamental right.
We translate emotions, behaviours and learning into indicators of collective fulfilment — without losing their depth. The result is a system schools can act on, families can understand, and researchers can trust.
Three foundations
A method that holds — under scientific scrutiny and in a school day.
01
Positive psychology
Built on PERMA (Seligman), the Penn Resilience Programme, Brené Brown's Atlas of the Heart, and EMORY SEL — adapted for multilingual classrooms.
02
Quantifying flourishing
We use the Harvard Human Flourishing Measure, the Flourishing Scale (Diener) and Keyes' Mental Health Continuum to give every child a baseline they can grow from.
03
Ethical AI
Our HappyKids.ai platform follows FAITA (the Framework for AI Tool Assessment in Mental Health) and aligns with OECD and UNESCO AI guidance for young people.
Our reading list
The frameworks we build on.
We don't reinvent the science. We translate it for the classrooms, languages and lives of the children we serve.
| Framework | Author | What it gives us |
|---|---|---|
| Harvard Human Flourishing Measure | VanderWeele, 2017 | Six domains of a life going well |
| Global Flourishing Study | Harvard · Baylor · Gallup | 207,000 participants · 23 countries |
| Flourishing Scale (FS) | Diener et al., 2010 | Self-perceived success in important areas |
| Mental Health Continuum (MHC-SF) | Keyes, 2002 | Emotional · social · psychological wellbeing |
| Penn Resilience Programme | Seligman, 2014 | Cognitive skills training for adolescents |
| FAITA | Golden & Aboujaoude, 2024 | Evaluating AI tools used in mental health |
| EMORY SEL Curriculum | 2018 | Social-emotional learning at scale |
| Atlas of the Heart | Brené Brown, 2025 | Naming and metabolising emotion |
| Designing Your Life | Bill Burnett & Dave Evans · Stanford, 2016 | Design-thinking applied to life purpose |
From our founder
Master's thesis — AI and the Youth Mental Health Crisis: How can Technology Foster Human Flourishing? by Luanna Eroles.
From need to skill
Every struggle has an antidote — and a practice that builds it.
We map each common youth struggle to the resilience skill that protects against it, and to the lesson plan that teaches it. Concrete, repeatable, measurable.
Anxiety
Loneliness & identity
Shame
Bullying
Fear of the future
School pressure
Disengagement
What's next
See how the science becomes a programme.
Continue exploring