The CoE-DSC has completed a case study on the application of Artificial Intelligence (AI) Entity Resolution technology to link records across datasets without exposing the source data. In this case study, our participants Knights Analytics together with Roseman Labs tested the performance of their AI Entity Resolution technology combined with Multi-Party-Computation (MPC) – to improve financial crime detection by enabling banks to generate combined views on transaction patterns and the entities involved. The CoE-DSC presents the report with metrics showing that MPC combined with Entity Resolution limits data exposure while achieving solid performance in comparison with today’s practices. Lastly, the report considers potential implementations of this technology for other sectoral use cases.
White paper: Guidance for successful data space deployment
Parties interested in deploying a data space need to use the right technologies and need to make sure they get the business and governance of the data space right. This is easier said than done, because there is relatively little guidance on how to deploy a data space successfully. What guidance can be given?
