Case Study: Top 5 Pharmaceutical Company processes 300K clinical trial documents in minutes, saves $10M, and achieves 99.1% accuracy with Snorkel AI

Top 5 Pharmaceutical Company - Customer Case Study

Top 5 Pharmaceutical Company worked with Snorkel AI using Snorkel Flow to extract critical chronic-disease data from clinical trials. Their challenge was that building entity-extraction models required deep domain expertise and large amounts of labeled training data, which was costly and time-consuming and therefore created a major bottleneck for processing clinical documents.

Snorkel AI implemented Snorkel Flow to programmatically relabel data and adjust the label schema, completing what would have taken a year in a single day and producing a custom model with 99.1% accuracy. With Snorkel AI the company labeled ~300K documents in minutes instead of manually, saving about $10M in labeling costs and dramatically accelerating their extraction pipeline.