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Case Study: Setting a New Benchmark for Privilege Log Quality with AI PrivGen

Written by Sarah Podella

Updated: Dec 17, 2025

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A global law firm set a new standard for privilege log quality during a high-stakes Second Request investigation by using Consilio’s AI PrivGen. Across nearly 95,000 documents, the AI-assisted workflow achieved a 73 percent confirmation rate for generated descriptions and reduced drafting time by 33 percent, while delivering regulator-ready logs with greater narrative consistency and clarity. For the first time, the firm received a government deficiency letter with zero citations related to repetitive or generic privilege descriptions, a rare win in antitrust matters.

Download the full case study to see how collaborative AI and expert oversight transformed privilege review under intense regulatory scrutiny.

A global law firm set a new standard for privilege log quality during a high-stakes Second Request investigation by using Consilio’s AI PrivGen. Across nearly 95,000 documents, the AI-assisted workflow achieved a 73 percent confirmation rate for generated descriptions and reduced drafting time by 33 percent, while delivering regulator-ready logs with greater narrative consistency and clarity. For the first time, the firm received a government deficiency letter with zero citations related to repetitive or generic privilege descriptions, a rare win in antitrust matters.

Download the full case study to see how collaborative AI and expert oversight transformed privilege review under intense regulatory scrutiny.

Fill out the form below to download the complete insight.

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