Case Study: Top U.S. Bank achieves 99.1% accuracy and rapid document AI deployment (under 24 hours, 250K+ docs) with Snorkel AI

Top U.S. Bank - Customer Case Study

Top U.S. Bank faced a time-sensitive document classification and information-extraction task where hand-labeling would have taken over a month. The bank partnered with Snorkel AI and used Snorkel Flow to rapidly build AI applications to classify and extract information from its documents.

Snorkel AI implemented Snorkel Flow to generate training data and train models in under 24 hours, producing an application that achieved 99.1% accuracy, processed more than 250,000 documents, and can be quickly adapted to new problems and business lines.