This playbook, first-of-its-kind for the inclusive finance sector, aims to fill that gap and demonstrate a comprehensive way to integrate responsible data practices into the design process.

This publication decodes the extent and exposure of financial fraud among digital financial services’ customers and offers insights and policy recommendations.

This report details the key findings and provides a source of global data to benchmark efforts by financial sector authorities to improve the enabling environment for financial inclusion and consumer protection.

This publication details the key findings and provides a source of global data to benchmark efforts by financial sector authorities to improve the enabling environment for financial inclusion and consumer protection.

This publication gives an overview of the use cases of AI in inclusive finance and some of the drivers of harmful AI bias towards women.

This research presents some of the key challenges with building accountability and transparency for AI in inclusive finance.

The study centers around the results of a survey on digital credit risks in Côte d'Ivoire. It seeks to analyze the impacts and risks associated with the use of digital credit and the opportunities for improving consumer protection.

To understand digital finance consumer risks in Senegal and in the West African Economic and Monetary Union, this slide deck shares an overview of the risks digital financial service users faced in the past year in Senegal.

This document provides a comprehensive overview of ADA’s support for the development of the Cambodian microfinance sector from 2008 to 2022, including key results, lessons learnt and impact.

AI has the potential to transform social finance, but it also presents a number of challenges related to data privacy and security, bias and fairness, transparency and explainability, technical complexity and employment.