ryptographic verification and audit layer for AI-generated investment work product. As PE, hedge fund, and family-office diligence teams increasingly use AI to produce memos, models, and screens, this provides a tamper-evident provenance trail — proving what was generated, by which model, from which inputs, and whether it was altered.