This paper summarizes open finance policy approaches globally, as well as the ways that government-controlled financial data can help catalyze open finance where industry is hesitant to lead.

Considerations for supply side data, funding sources, risk management and reporting

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 study examines the role that financial services regulators can play in efforts to address financial inclusion of women.

This Guideline Note discusses a first approach to demand-side data collection to support financial regulators and financial service providers to measure the needs and perspectives of the target populations related to the impact of climate-related events.

As more and more people begin to conduct transactions online, questions have emerged about how to provide millions of customers adequate data protection and privacy. India's solution to this challenge is account aggregators.

Recommendations for governments to strengthen digital financial services and big data privacy