The Brief

Practitioner-level guidance on AI, discovery, and investigations — from the team building the technology.

The Brief

AI Review 2.0: Why Document-Driven Review Produces Better Results—and Puts You Back in Control

AI Review 2.0: Why Document-Driven Review Produces Better Results—and Puts You Back in Control Originally published by EDRM and in JD Supra (2/16/2026) By John Tredennick The argument for AI-powered document review is all but over. Large language models are smarter, faster, more consistent, and less expensive than human review teams. I made that case

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Beyond Keywords: How Semantic Search is Transforming Discovery

Beyond Keywords: How Semantic Search is Transforming Discovery Originally published by EDRM and in JD Supra (2/03/2026) By John Tredennick Anyone who has conducted document review knows the frustration of keyword search. You craft what seems like a comprehensive list of terms, run your searches, and still miss documents you know should be there. The

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Five Reasons Why Your Best Document Reviewer Isn’t Human Anymore

Five Reasons Why Your Best Document Reviewer Isn’t Human Anymore Originally published by EDRM and in JD Supra (1/27/2026) By John Tredennick A year ago, skeptics questioned whether AI could reliably review documents. Today, those skeptics are watching others finish reviews in weeks instead of months at a fraction of the cost. Contract reviewers who

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Using GenAI and Alchemy to Create Winning Trial Arguments In Minutes Rather Than Days or Weeks

Picture this: Six teams of senior legal professionals from the world’s largest law firms and investigation groups, each armed with nothing but a natural language question and access to 14,000 documents from one of Britain’s most complex scandals. Their challenge? Master an AI-powered investigation platform they’d never seen before and produce sophisticated multi-page reports analyzing the UK Post Office disaster. Their time limit? Just 45 minutes. The result? A groundbreaking demonstration that complex investigations and discovery will never be the same.

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When Two Minutes Changes Everything: A Real-World AI Discovery Demonstration

Picture this: Six teams of senior legal professionals from the world’s largest law firms and investigation groups, each armed with nothing but a natural language question and access to 14,000 documents from one of Britain’s most complex scandals. Their challenge? Master an AI-powered investigation platform they’d never seen before and produce sophisticated multi-page reports analyzing the UK Post Office disaster. Their time limit? Just 45 minutes. The result? A groundbreaking demonstration that complex investigations and discovery will never be the same.

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Consumption Pricing: Transforming Discovery Hosting Economics Through Consumption-Based Pricing

Picture this: Six teams of senior legal professionals from the world’s largest law firms and investigation groups, each armed with nothing but a natural language question and access to 14,000 documents from one of Britain’s most complex scandals. Their challenge? Master an AI-powered investigation platform they’d never seen before and produce sophisticated multi-page reports analyzing the UK Post Office disaster. Their time limit? Just 45 minutes. The result? A groundbreaking demonstration that complex investigations and discovery will never be the same.

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Alchemy Interactive Framework: From Search Hits to Answers

Picture this: Six teams of senior legal professionals from the world’s largest law firms and investigation groups, each armed with nothing but a natural language question and access to 14,000 documents from one of Britain’s most complex scandals. Their challenge? Master an AI-powered investigation platform they’d never seen before and produce sophisticated multi-page reports analyzing the UK Post Office disaster. Their time limit? Just 45 minutes. The result? A groundbreaking demonstration that complex investigations and discovery will never be the same.

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The Real Lesson of the MIT Study: AI Works, If You Know How to Use It

Picture this: Six teams of senior legal professionals from the world’s largest law firms and investigation groups, each armed with nothing but a natural language question and access to 14,000 documents from one of Britain’s most complex scandals. Their challenge? Master an AI-powered investigation platform they’d never seen before and produce sophisticated multi-page reports analyzing the UK Post Office disaster. Their time limit? Just 45 minutes. The result? A groundbreaking demonstration that complex investigations and discovery will never be the same.

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From Search Hits to Answers: How GenAI Solved Complex Discovery Challenges at HKA’s “Hands On” AI Program in London

Picture this: Six teams of senior legal professionals from the world’s largest law firms and investigation groups, each armed with nothing but a natural language question and access to 14,000 documents from one of Britain’s most complex scandals. Their challenge? Master an AI-powered investigation platform they’d never seen before and produce sophisticated multi-page reports analyzing the UK Post Office disaster. Their time limit? Just 45 minutes. The result? A groundbreaking demonstration that complex investigations and discovery will never be the same.

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The Book

Written by Practitioners, Not a Marketing Department

Our founder spent two decades as a trial lawyer before building discovery technology for another twenty. The articles, webinars, and book you’ll find here reflect that experience — practical guidance for legal and investigation professionals navigating the AI shift.

Generative AI for Smart Discovery Professionals Fourth Edition
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