Home
All Resources
No items found.

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.

Tonga
Trinidad and Tobago
Tunisia
Turkey
Turkmenistan
Turks and Caicos Islands
Tuvalu
Uganda
Ukraine
United Arab Emirates
United States
United States Minor Outlying Islands
Uruguay
Uzbekistan
Vanuatu
Venezuela, Bolivarian Republic of
Viet Nam
Virgin Islands, British
Virgin Islands, U.S.
Wallis and Futuna
Western Sahara
Yemen
Zambia
Zimbabwe
Åland Islands
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.