Paul Arnold builds his founder picks on a large database of founder profiles, with a particular focus on McKinsey alumni, whom his own analysis showed to have stronger exit and unicorn outcomes. He backs founders early based on their problem-solving ability even before a company's exact shape is clear, as seen with Félix and Ours Privacy, and founders and fellow investors describe him as a hands-on thought partner who pressure-tests strategy rather than a passive source of capital.