Given the urgency of digital transformation to build an inclusive recovery, this paper provides timely insights into how to enable supply chain finance models in three African countries.

This Note describes some of the uses of artificial intelligence and machine learning by financial institutions; considers the supervisory responses to such uses; and highlights some ways in which supervisory authorities can themselves use AI and ML to improve the effectiveness and efficiency of supervision.

This paper highlights three different business models, including key revenues and costs drivers, to help understand the market potential of various low-income segments.

This publication is the world’s first microfinance social performance report grounded in customer voices, featuring 72 microfinance organizations that serve a total of 25 million clients in 41 countries across the globe.

This slide deck presents the findings of research commissioned by CGAP as part of its work on empowering market conduct authorities and other stakeholders to monitor consumer risks and elevating collective consumers’ voice.

This reading deck summarizes lessons from a pilot exercise that involved the Financial Sector Conduct Authority (FSCA) and five FSPs in South Africa focused on measuring intermediate customer outcomes from a supervisory perspective. 

This special report elaborates on policy considerations for the implementation of a credit guarantee scheme that can be used to support green lending by financial institutions (such as commercial banks, credit cooperatives or microfinance institutions) to MSMEs.

This LAPO Microfinance Bank case study shares lessons from their experience in developing and implementing a change management program to underpin its launch of a savings product.

This document summarizes the findings of a survey OKO, an insurtech in Mali conducted with ADA's support, and the lessons learned from the project.

This  report  focuses on the flows of remittances received by each country and sub-region in Latin America and the Caribbean in 2021 and hopes to provide input for decision-making on migration and remittances.