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 working paper introduces the concept of an inclusive data ecosystem as one where low-income people’s data trails are used to improve their financial inclusion. The paper highlights open finance as a catalyst for inclusive data ecosystems and identifies key enabling layers that drive the success of open finance and, by extension, an inclusive data ecosystem.

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.

While many regulators in emerging and developing markets understand the potential benefits of open banking regimes, they are uncertain how to design them in ways that support financial inclusion. CGAP has identified 12 critical design components.

This update of CGAP’s 2008 “Notes on Regulation of Branchless Banking in Brazil” incorporates research conducted by CGAP in January 2010.

This paper draws from research conducted in Brazil, Colombia, Kenya, Mexico, Pakistan, Peru, the Philippines, Tanzania, and Uganda to look at how providers identify, classify, and manage risks related to the use of agents and how supervisors assess providers.