Case Study: Fortune 500 Company achieves 95% recall and completes 45,824‑doc review in 2h12m with DISCO Auto Review

The Future of Document Review A Top Lit Boutique Embraces DISCO Auto Review

A Fortune 500 Company faced a high-stakes breach of contract suit and a court order to substantially complete discovery in just five weeks. A Top Lit Boutique handling the matter had a lean team and 45,824 documents to review, so they partnered with DISCO to deploy DISCO Auto Review to accelerate the process.

DISCO worked with the case team and its AI Consulting group to fine-tune prompts and seven issue tags, enabling an optimized Auto Review run that completed the set in 2 hours and 12 minutes (about 21,000 docs per hour) while achieving 95% recall and 91% precision—performance that significantly outpaced typical human review and materially reduced the firm’s review bottlenecks.