Quantum computing is increasingly emerging as a force that can revolutionize the financial industry. JPMorgan Chase has been at the forefront of ground-breaking quantum computing research, partnering to build the first quantum key distribution network used to secure blockchain applications against potential quantum computing-based attack. We discuss this research and the latest quantum computing discoveries and applications that can revamp the security landscape of technologies from blockchain to cryptocurrency.