We introduce a new family of distributions based on Topp–Leone Kumaraswamy, designed for data modeling. We analyze its mathematical properties, moments, and stochastic characteristics, proposing a parameter estimation method using maximum likelihood. The model’s applicability is demonstrated through data on development indicators in Benin, compared with competing models. The promising results highlight the relevance of this new family for statistical analysis and decision-making in socio- economic development.