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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.

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