Home
All Resources
Case Studies

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

Written by Sarah Podella

Updated: Dec 17, 2025

Authors
More from the author

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.

Philippines
Pitcairn
Poland
Portugal
Puerto Rico
Qatar
Romania
Russian Federation
Rwanda
Réunion
Saint Barthélemy
Saint Helena, Ascension and Tristan da Cunha
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Pierre and Miquelon
Saint Vincent and the Grenadines
Samoa
San Marino
Sao Tome and Principe
Saudi Arabia
Senegal
Serbia
Seychelles
Sierra Leone
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Sign up for Consilio updates

Sign up now to be added to our mailing list.
Thank you! Your submission has been received!
By clicking Subscribe you are confirming that you agree with our Privacy Policy
Oops! Something went wrong while submitting the form.