The Brief

Beyond Search: From Keywords to AI-Integrated Discovery This is the fourth article in a series that began with Hybrid Search and now turns to AI-Integrated Discovery. All were first published by EDRM and JD Supra. Published by EDRM and JD Supra 10-2026 By John Tredennick and Dr. William Webber AI-Integrated Discovery turns AI into a

AI Search Can Find the Meaning. But Still Miss the Evidence This is the second article in a three-part series exploring Hybrid Search and what becomes possible when keyword search, semantic search, and continuous active learning work together. The first article, “Keyword Search Isn’t Dead. Searching With Keywords Alone Should Be.” was published by EDRM

The Most Expensive AI Model Cost Nine Times More. It Wasn’t More Accurate. We Tested. Published by EDRM and JD Supra 09-2026 By John Tredennick and Lydia Zhigmitova We recently gave seven leading AI models the same assignment. Each one worked from the same collection of opioid litigation documents, answered the same investigative questions, and

AI Search Can Find the Meaning. But Still Miss the Evidence This is the second article in a three-part series exploring Hybrid Search and what becomes possible when keyword search, semantic search, and continuous active learning work together. The first article, “Keyword Search Isn’t Dead. Searching With Keywords Alone Should Be.” was published by EDRM

Keyword Search Isn’t Dead. Searching With Keywords Alone Should Be Keyword, semantic search and continuous active learning solve different problems. Used together, they can find evidence that any one method would miss.  Published by EDRM and JD Supra 09-2026 By John Tredennick and Dr. William Webber  The most dangerous document in a case may be

John Tredennick is joining a blue chip panel for a don’t miss insurance webinar.

Building a Better Training Protocol for AI Review How ReviewPartner turns protocol gaps into structured questions for the review manager By John Tredennick Every document review starts with a training protocol. The review manager uses it to teach reviewers about the case, the legal issues, the key people, entities and time periods, and what is

The Hardest Prompt Is the First One Introducing Prompt Helper, now available in Alchemy. Discovery professionals who have moved from keyword search to generative AI know the promise. Instead of constructing Boolean queries and reviewing hit lists, you ask questions and get answers. But anyone who has worked on a new matter knows the catch.