1. Evidence & Data
The research direction of Womafreesm collects and systematizes data about women's lives across the life cycle. Its central initiative is the Women's Life-Cycle Economy Index, the first global index of institutional consideration of the female life cycle. It is designed to study a woman's life as one system rather than in fragments: education, work, motherhood, care for others, health, age, economic vulnerability, migration, violence, unpaid labor and participation in decision-making. 2026: the architecture year, methodology development and pilot preparation.
The Womafreesm Evidence Data program turns women's experience from personal stories into evidence-based data. Its first major international research module is the study "Age-Gender Misclassification of Women Aged 45-64 in AI, Marketing and Hiring: An International Comparative Audit", and that audit builds the first evidence base for the Index. Phase one covers five countries, Germany, Poland, Spain, Ukraine and the United Kingdom, in two analytic groups, 45-54 and 55-64. The first public result is due in December 2026.

The aim is to show where existing systems lose women's reality, at which stages of life the gaps appear, which decisions rest on incomplete data, and which standards and models need to be revisited.














