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Former Blackberry co-CEO Jim Balsillie has said it is time for the IMF to help co-ordinate global data rules and to forge a joint international strategy for dealing with the impact of technology.

Alternative data could be a rich source of alpha, but most asset managers are handling it more like high grade explosives due to the risk of privacy violations.

This report provides a detailed summary of our applied research based on data from six non-bank financial services providers - Accion, Brigit, Kabbage, LendUp, Oportun, and Petal - that have begun using cash-flow variables and scores in an effort to increase the provision of credit to consumers and small businesses who may have difficulty obtaining loans from traditional sources.

This report examines both the benefits and risks big data and AI can bring to the insurance industry. In particular, this reports discusses how the OECD Recommendation on Artificial Intelligence, and the European Commission's Independent High-Level Expert Group on Artificial Intelligence's (HLAG AI) Ethics Guidelines for Trustworthy AI should be considered in the context of the insurance sector. The report concludes with policy areas in which policy makers may consider action in the insurance sector in relation to big data and AI going forward.