Over a billion people across the world entered into the financial system between 2011 and 2017. However, the number of women who own an account with a financial institution has been growing at a sluggish pace especially in low- and middle-income countries. To understand causes and solutions, CNBC Africa spoke to Bryan Pon, Co-founder of Caribou Data.