Lighthouse Antitrust Practice

Built with Large Language Models and seasoned over numerous Second Requests, Lighthouse AI accurately reduces the volume of data requiring eyes-on review and optimizes attorney time—giving our clients an advantage in every Second Request.

Responsive Review

Lighthouse predictive AI and antitrust classifiers enhance Second Request TAR workflows with more sophisticated text analysis and adaptability than traditional TAR tools can provide.

Learn more about Lighthouse AI Responsive Review

Privilege Review

Lighthouse AI Privilege Review catches more privilege with fewer false positives and cuts the time spent on privilege logs in half—giving antitrust teams more time to focus on defending the merger.

Learn more about Lighthouse AI Privilege Review

Using Lighthouse AI proved to be a 10X improvement in precision compared to other analytics tools. My team at Cleary and the Lighthouse team, collaborating to develop a new implementation of Lighthouse AI, saved the client $4 million in document review and translation costs vs. what we would have spent had we used Brainspace or Relativity Analytics.

— CJ Mahoney, Cleary Gottlieb

Antitrust litigation and Second Requests move quickly. Lighthouse forensic collection specialists do too—collecting on-site, remotely, or by guiding your team through the collection. With our combination of leading-edge forensics tools and proprietary workflows, we can collect virtually any traditional or modern data type from any source. Running your project end-to-end with Lighthouse means you can get to substantial compliance even faster, transferring collected and processed data through to review and analysis for powerful insights.

Mobile data, cloud data, ephemeral messaging and social apps—Lighthouse experts are well-versed in handling these modern data types, and so many others. We ensure it's preserved, collected, processed, reviewed, and produced according to industry best practices and standards for Second Requests and antitrust litigation—without losing valuable time.

Key Document Identification

Assess risk and develop your case faster with services including fact analysis and deposition preparation. Learn more

Key Word Consultation

Identify strategic, nuanced search terms that can reduce review volumes up to 99 percent more than conventional ones.

Data Reduction

Cull more intensively using normalized deduplication and junk filters, resulting in typical reductions of 5-10 percent.

Responsive Review

Produce only what’s responsive with a process that typically hits precision and recall levels exceeding 80 percent. Learn more

Privilege Identification

Bolster privilege terms and QC with a supercharged model that can be tailored on your past matters.

Sensitive Data Classification

Find and mitigate inadvertent production of PII/PHI, toxic language, confidential information, and more.

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