Case Study: The Future of Document Review: Top Lit Boutique Embraces DISCO Auto Review
The Future of Document Review: Top Lit Boutique Embraces DISCO Auto Review
When a Fortune 500 company faced a high-stakes breach of contract lawsuit, a top lit boutique found themselves working with a compressed timeline. The court unexpectedly ordered the parties to substantially complete discovery in just five weeks, leaving their lean team with 45,824 documents to review and minimal time for quality control.
Seeking an efficient solution, the firm partnered with DISCO to implement Auto Review, a generative AI solution that reduces traditional bottlenecks associated with human-led review while maintaining accurate results. The case team collaborated closely with DISCO's AI Consulting team to fine-tune prompts for responsiveness and seven issue tags.
The results were remarkable. Using the optimized prompts, the review was completed in just 2 hours and 12 minutes while achieving 95% recall and 91% precision — significantly exceeding typical human review metrics.
For the firm, Auto Review's speed, reliability, and accuracy became a major asset. The verdict was clear: "We would absolutely use Auto Review again."
Read the full case study.
Case Study: The Future of Document Review: Top Lit Boutique Embraces DISCO Auto Review
The Future of Document Review: Top Lit Boutique Embraces DISCO Auto Review
When a Fortune 500 company faced a high-stakes breach of contract lawsuit, a top lit boutique found themselves working with a compressed timeline. The court unexpectedly ordered the parties to substantially complete discovery in just five weeks, leaving their lean team with 45,824 documents to review and minimal time for quality control.
Seeking an efficient solution, the firm partnered with DISCO to implement Auto Review, a generative AI solution that reduces traditional bottlenecks associated with human-led review while maintaining accurate results. The case team collaborated closely with DISCO's AI Consulting team to fine-tune prompts for responsiveness and seven issue tags.
The results were remarkable. Using the optimized prompts, the review was completed in just 2 hours and 12 minutes while achieving 95% recall and 91% precision — significantly exceeding typical human review metrics.
For the firm, Auto Review's speed, reliability, and accuracy became a major asset. The verdict was clear: "We would absolutely use Auto Review again."
Read the full case study.

When a Fortune 500 company faced a high-stakes breach of contract lawsuit, a top lit boutique found themselves working with a compressed timeline. The court unexpectedly ordered the parties to substantially complete discovery in just five weeks, leaving their lean team with 45,824 documents to review and minimal time for quality control.
Seeking an efficient solution, the firm partnered with DISCO to implement Auto Review, a generative AI solution that reduces traditional bottlenecks associated with human-led review while maintaining accurate results. The case team collaborated closely with DISCO's AI Consulting team to fine-tune prompts for responsiveness and seven issue tags.
The results were remarkable. Using the optimized prompts, the review was completed in just 2 hours and 12 minutes while achieving 95% recall and 91% precision — significantly exceeding typical human review metrics.
For the firm, Auto Review's speed, reliability, and accuracy became a major asset. The verdict was clear: "We would absolutely use Auto Review again."
Read the full case study.