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.

Montserrat
Morocco
Mozambique
Myanmar
Namibia
Nauru
Nepal
Netherlands
New Caledonia
New Zealand
Nicaragua
Niger
Nigeria
Niue
Norfolk Island
Northern Mariana Islands
Norway
Oman
Pakistan
Palau
Palestinian Territory, Occupied
Panama
Papua New Guinea
Paraguay
Peru
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Sign up for Consilio updates

不管怎么样,我们都很友善,祝你好运。在悲惨的情绪中,人们对各种各样的恐惧感情有独钟的感觉。
谢谢!您提交的内容已收到!
单击 “注册” 即表示您确认您同意我们的 隐私政策
哎哟!提交表单时出了点问题。