The primary challenge was to thoroughly understand the rapidly evolving landscape of financial crime and fraud analytics, including technological advancements, competitive positioning, and regulatory challenges. The private equity firm needed to assess the potential investment target's market viability, technological edge, and long-term growth prospects.