Quantum technologies have been promised to transform various industries, yet specific tangible use cases are hard to come by. Together with Martingale Technologies and Danske Bank, we have been focusing on applying numerical methods that are widespread in computational quantum physics, and adapting them to the hardest problems in computational finance. At present, our quantum-inspired methods are state of the art in various realistic scenarios, as validated in a series of real world pricing products