M-Pesa, a mobile money transfer service launched in Kenya, has significantly impacted financial inclusion across Africa. By providing accessible access to banking services via basic mobile phones, M-Pesa facilitates individuals and businesses to engage in the regulated economy. Thousands of previously unbanked people now gain from M-Pesa's forward-