The Moroccan SME's Observatory, represented by its Executive Director, participated in the 12th session of the International Forum on Financial Inclusion Policies, organized by the Central Bank of Jordan in partnership with the Financial Inclusion Alliance (AFI), from September 5th to 8th, 2022. During this meeting, Ms. Amal IDRISSI presented the methodology provided by the Observatory, which is based on Machine Learning to determine the gender of business leaders, as well as the results of the study on women-led businesses.