Case Study: Am Law 100 Firm achieves 89% recall and 99.5% precision with DISCO Auto Review

Am Law 100 Firm Achieves 89% Recall and 99.5% Precision using DISCO Auto Review

Law 100 Firm faced a high-volume, sensitive document review challenge and partnered with DISCO to implement DISCO Auto Review, a generative AI–driven review tool. The firm worked closely with DISCO AI consultants to review samples and refine prompts so the solution would meet their accuracy and control requirements.

DISCO’s Auto Review, after prompt optimization, processed 96,413 documents in 4 hours 9 minutes (about 22,812 docs per hour) and delivered 89% recall and 99.5% precision, dramatically speeding review while maintaining high accuracy. The team cited DISCO’s intuitive platform and flexibility for providing the control needed to manage the review effectively.