Computers have enabled revolutionary insight and predictions from enormous amounts of data thanks to their ability to execute in a few hours the computations it would take a person years to do — and with incredible accuracy. As data sets become exponentially larger and more complex while applications demand increasingly fast and secure processing, conventional digital computing cannot keep up. Quantum computing based on superconducting qubits could be the key to our computing future. The EU-funded MATQu project is out to validate technology options for the production of superconducting Josephson junctions exploiting industrial silicon-based process flows. This endeavour will lay the groundwork for European leadership and independence in this socioeconomically strategic application.