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Case Study: Kroll reduces first-pass review population by 90% with Relativity aiR for Review

Kroll Case StudySourced & dated by Case Study Desk
Key facts · TL;DR
Company
Kroll
Industry
Risk & Advisory
Challenge
Scaling first-pass review on 80,000 docs
Headline result
90% first-pass review reduction

Key results

90%
Reduction in first-pass review population
94.4%
Recall achieved
99% confidence level
80,000
Documents in scope
Reduced to ~3,500 for manual review

The challenge

A consumer-sector client faced a dispute involving alleged brand and technology asset misuse, with a large and diverse email data set of about 80,000 documents requiring initial review under tight timelines. An initial attempt at manually coding 22,000 documents proved time-consuming and difficult to scale.

The solution

Kroll used Relativity aiR for Review with a human-expert oversight model, developing and tuning prompts, then validating results against a statistically valid sample designed to achieve a 99% confidence level.

The results, in context

aiR for Review achieved 94.4% recall and delivered an over 90% reduction in the documents requiring full manual review. The human review set was reduced to around 3,500 documents, eliminating tens of thousands of manual review hours.

Products used

Relativity Relativity aiR for Review