There are innovative technical solutions to generate the functionality of a shared database without having to reveal the data. One of those solutions is Secure Multi-Party Computation (MPC). This 'toolbox' of cryptographic techniques makes it possible for multiple parties to collectively count on data as if they had a shared database. At the same time, they can never see each other's data with mathematical certainty. With this 'toolbox' organizations connect the most sensitive databases securely. This paves the way for all kinds of new products and services that were previously thought impossible. TNO is conducting research with multiple parties into MPC and its applications. In addition to MPC, other privacy enhancing techniques are also being investigated.