With 3.8 billion people in emerging markets lacking adequate insurance coverage, data plays a crucial role in enabling insurers to comprehend these segments' specific needs and risk profiles. This, in turn, helps develop more accurate risk assessment and pricing models for inclusive insurance offerings.

This technical guide introduces the open finance self-assessment tool and development roadmap. It provides practical tools for policymakers to use to decide whether to implement an open finance regime to advance financial inclusion and outline a development roadmap to guide the implementation process.

Evidence shows women often demonstrate higher loan repayment rates than men, suggesting they are lower-risk borrowers yet face higher barriers to loan approval. This guide introduces a gender-lens analytical framework for lenders to determine whether lending decisions and outcomes in their portfolios differ by gender and, if so, how.

Digitization has brought both hope and frustration to the microfinance industry. To address this, we identified and tested five core principles for successful implementation. This focus note summarizes our experience, evaluates the validity of the five principles, and offers key lessons learned for other industry stakeholders to adopt and scale a similar approach.

This note highlights the importance of funders in supporting the digital transformation of microfinance institutions (MFIs). The focus is on business intelligence and credit renewal automation to increase the success rate of MFI digitization. Funders play a crucial role in ensuring that MFIs continue to serve the most excluded and underserved customers in the future.

This guide outlines five key actions for DFS providers, regulators, and funders to expand rural CICO agent networks based on CGAP's global experience. These actions include building a vision for rural expansion, optimizing investment strategies for rural agents, and capturing the potential of women agents.