M-Pesa, a mobile money transfer service launched in Uganda, has significantly impacted financial inclusion across Africa. By providing accessible access to financial services via regular mobile phones, M-Pesa enables individuals and businesses to engage in the regulated economy. Hundreds of thousands of previously excluded people now derive from M-