This reading deck puts a spotlight on the specific data trails generated by digitally included yet poor people, the sources of these data trails, and variations of data trails across different segmentations.

CGAP’s annual Funder Survey breaks down financial inclusion funding data to offer new intelligence about who’s doing what and where—insights that could be used to inform future development programming and ultimately impact the lives of people living in poverty.

Microfinance institutions that successfully generate value for their business and customers through digitization anchor these efforts in business intelligence. This Technical Note outlines an approach for improving business intelligence with interventions that require minimum or no investment in technology.

This tutorial-style video takes you through the technical journey of data analytics function that supports data-oriented strategic decision making and business development of your company.

This slide deck presents research findings identifying good practices of responsible agents in safeguarding their customers’ data and the role that providers can play in promoting these practices.

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 edition of the Global Findex database contains updated indicators on access to and use of formal and informal financial services and digital payments, and offers insights into the behaviors that enable financial resilience.

This toolkit is aimed at addressing the opportunities and challenges of using digital credit transaction data for consumer protection market monitoring.

This focus note discusses the principles of working with data within project or product teams, present tested tools, and shares how SatF partners are benefitting from their deployment.