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

This report examines the early impact of generative AI within the financial sector, where it is starting to be applied, and the barriers that need to be overcome in the long run for its successful deployment. 

This practical field guide walks executives and data scientists through recommendations for ensuring that revised and new credit scoring methods are not unintentionally excluding women or any other underrepresented group.

This case study offers an overview of the current state of women's financial inclusion in Peru.

This report sets out the results from supporting 17 garment factories in Cambodia with over 25,000 workers, 85 percent women, with wage digitalization, and enabling workers to access, use and benefit from their accounts.

This study explores experiences with traditional and digital financial services to-date to serve as a baseline from which future changes in competencies, access, and usage can be measured by regulators and development partners.

Based on 3,822 (majority women) VSLA member interviews, this brief represents quantitative data from Burundi, Colombia, Côte d’Ivoire, Ethiopia, Mali, Niger, and Vietnam.

This resource is meant for Better Than Cash Alliance members and partners aiming to fortify recourse mechanisms through policy evolution.

This paper tells the story of BII’s efforts to close the SME financing gap, tries to explain why the gap exists, and examines what the evidence has to say about the development impact of improving access to finance for SMEs.

This guideline note is meant to assist policymakers in developing impact assessment frameworks, under the MC-RBS umbrella and the overarching goals of financial consumer protection policy.