

The investment team was bogged down by unstructured data. Manually extracting metrics from pitch decks and financial reports created a massive operational bottleneck, slowing down the deal-closing cycle.
Designed a custom NLP/OCR pipeline to ingest and parse heterogeneous documents. Built automated triggers that mapped extracted data directly into the Affinity CRM, ensuring a "Single Source of Truth."
Transformed the fund’s back-office from a cost center into a competitive advantage. The team recovered hundreds of hours annually, shifting focus from data entry to high-level strategic decision-making.