Jake interviews Sarah Catanzaro, Head of Data at Mattermark. Topics include the career trajectory of Somali Pirates, the classification algorithm that Mattermark uses to sort companies into different industries, and how adversary simulation and the analysis of an insurgency prepared her for building a database of private companies.