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.
Strong contributions and a substantive panel discussion characterised the CoE-DSC Strategy Meeting ‘Steering for cloud sovereignty’ on 18 June in The Hague, all grounded in concrete, action-oriented perspectives. Only by connecting public and private parties, and aligning supply and demand, we can achieve federated solutions that give organisations greater control and reduce digital dependence.
