When you want a model, you typically start with a target variable in mind. But sometimes that's not possible. Perhaps you're entering a new market or expanding into a new niche, you could start lending on a small scale and wait to see what happens. We used to call that a deep risk test, often somewhat euphemistically when a cohort was accidentally approved through a gap in the system. But even if you're happy to take a chance, that takes time - there's no way to shortcut a 12-month outcome. Enter the u-score, Matogen AI's novel approach to applying an analytical layer to the old-fashioned expert model. In today's episode, I'm speaking to Jacobus Eksteen to learn more about how they did this with Open Banking data from DirectID. This provides a way to jumpstart an Open Banking modelling project, but Open Banking has many arrows in its quiver, so I also speak to Clare McCaffery about the state of the landscape.Clare is Chief Commercial Officer at DirectID and can be found at https://www.direct.id/ Jacobus is CEO at Matogen Applied Insights and they can be found at https://ai.matogen.com/ And of course, they're both on LinkedIn at https://www.linkedin.com/in/clare-mccaffery-045a7113/ and https://www.linkedin.com/in/jacobuseksteen/ And while you're there, come and find and connect at https://www.linkedin.com/in/brendanlegrangeAs mentioned more than once in this episode, my action-adventure novels are on Amazon, some versions even for free, and my work with ConfirmU and our gamified psychometric scores is at https://confirmu.com/ and on episode 24 of this very show https://www.howtolendmoneytostrangers.show/episodes/episode-24If you have any feedback or questions, or if you would like to participate in the show, please feel free to reach out to me via the contact page on this site.Keep well, Brendan Hosted on Acast. See acast.com/privacy for more information.