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eDiscovery in Federal Court: How Practitioners and Judges Approach TAR, AI & GenAI

A thorough analysis of recent ESI protocols, court rulings, and validated AI methodologies shaping modern eDiscovery.

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Get Inside the Minds of Federal Judges and Practitioners

1
Explore how TAR, AI, and GenAI are applied in real-world cases, including court-approved use of GenAI for attorney responsiveness review and best practices for defensible workflows.
2
Understand what modern ESI protocols require, such as meet-and-confer obligations, validation methodologies, and transparency standards when using advanced analytics in eDiscovery.
3
Learn how to align your discovery process with evolving judicial expectations, including lessons from recent motions to compel, model training disputes, and court rulings on acceptable AI-driven review strategies.

Real-World Cases Discussed in the Guide

EEOC v. Tesla

One of the first federal cases where a court approved the use of GenAI as a substitute for attorney responsiveness review, with the court requiring detailed disclosures and statistically sound validation methods.

Estee Lauder Securities Litigation

The court approved the use of AI for culling documents, provided parties agreed on the review tool and established a clear, cooperative protocol for its application.

Insulin Pricing Litigation

A multidistrict litigation that tackled the nuances of TAR implementation—mandating transparency around model training, validation sampling, and recall benchmarks to ensure defensible discovery.

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Download the Guide and Stay Ahead of the Curve

Federal courts are already embracing TAR, AI, and GenAI—don’t wait to catch up. This guide gives you the clarity and confidence to align your discovery strategies with today’s legal standards.
Cut Through the Noise: Understand how judges are actually treating GenAI and TAR in real-world rulings and protocols.
Be Courtroom-Ready: Learn how to validate your AI workflows and meet transparency requirements before they become disputes.
Stay Compliant and Competitive: Gain insight into defensible, modern eDiscovery practices that can save time, reduce risk, and impress the court.

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