Case Study: Global Financial Services Leader achieves 99% PDF financial-data extraction accuracy with Snorkel AI (Snorkel Flow)

Global Financial Services Leader - Customer Case Study

Global Financial Services Leader needed to extract structured financial data from balance sheets and income statements in hOCR PDFs for private-company financials. To solve this, they used Snorkel AI’s Snorkel Flow to build a financial spreading application capable of parsing both textual and spatial/visual features.

Using Snorkel AI’s Snorkel Flow, the team achieved 99% extraction accuracy in milliseconds, delivered 2x the coverage of a purely rules-based approach, and sped up the process 45x compared to hand-labeling, providing superior performance and greater generalizability.