Independent Research and Policy Advocacy

Principles of responsible and trustworthy AI in digital lending

The paper explores what RTAI means in the context of digital lending. The first section compiles principles of RTAI along with its essential components. The next section maps relevant tools for each principle. These tool recommendations can help lenders implement RTAI practices in their operations.

Reflections on the Theory of Impact for Mobile Instant Credit

Mobile Instant Credit (MIC) is rapidly growing as a financial inclusion tool, attracting policy and research interest. However, its impact remains understudied, with a weak Theory of Change. The blog highlights three overlooked impact areas and calls for insights from microfinance research.