Hedge Funds Are Transforming Unstructured Data Into Operational Alpha With AI

Hedge fund data management is under pressure as funds expand into private credit, crypto, SMAs, and complex strategies — bringing a surge of unstructured counterparty, alternative, and OTC data. AI-driven ingestion, normalization, and reconciliation are becoming essential for operational alpha, scalability, and supporting the industry’s fastest AUM growth in nearly two decades.