“A key challenge in empowering women in extreme poverty through entrepreneurship is securing access to capital for business growth after training. Small and microenterprises often face exclusion from formal financial systems due to a lack of traditional credit data, guarantors, and financial statements, resulting in high-interest informal loans ranging from 80% to 300%. This report examines the potential of a credit scoring system using alternative data such as peer group (Chama) lending performance and business income to assess creditworthiness. The goal is to demonstrate that alternative data can unlock capital from local financial institutions for women entrepreneurs at scale.”