GenAI
Experience how GenAI is transforming discovery by helping teams
work smarter with their information.
Learn about practical applications of AI that make finding and
analyzing documents faster and more effective.
AI Technology > Cloud Applications > Future Perfect
The New Frontier
GenAI has fundamentally changed how teams interact with large document collections. Rather than scrolling through search results, they can now ask questions and get specific answers drawn from across their documents. This shift from search to insight represents a breakthrough in discovery technology.
Our approach harnesses GenAI’s analytical capabilities to help teams:
- Extract key information from documents in seconds rather than hours
- Analyze transcripts, medical records and complex technical documents
- Create detailed summaries and reports with links to source documents
- Find relevant information without mastering complex search syntax
We’ve integrated multiple GenAI models into the Alchemy platform, choosing the best tool for each task. This allows us to optimize for both performance and cost while maintaining security and accuracy. Through practical examples and real-world applications, we demonstrate how these technologies make discovery faster, easier and substantially less expensive.
Follow our ongoing exploration of GenAI as we continue developing new ways to help teams work more effectively with their information. We focus on practical applications that deliver immediate value while building toward an even more capable future.
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…
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…
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…
Beyond Document Review: GenAI for Partner-Level Trial Strategy and Investigations
Join us on March 13th at 1 pm ET for a groundbreaking EDRM webinar that will explore advanced techniques for using Generative AI to master complex investigations and discovery. Our panel will demonstrate how legal professionals are fundamentally shifting from traditional keyword searches and hit lists to asking questions and…
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…
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…
The One Minute Discovery Challenge: From 281,000 Documents to One Report in 60 Seconds
The One Minute Discovery Challenge: From 281,000 Documents to One Report in 60 Seconds https://vimeo.com/1128064738?fl=ip&fe=ec By John Tredennick Last week, we set out to test the limits of AI-driven discovery. The question was simple: Could Merlin Alchemy take an impossible discovery assignment and complete it in one minute? We called…
London Calling: Two Venues, 16 Teams, One Remarkable Evening for Merlin Alchemy
London Calling: Two Venues, 16 Teams, One Remarkable Evening for Merlin Alchemy By John Tredennick Last week, we accomplished something unprecedented: running two simultaneous hands-on AI programs across London on the same night. One sponsored by HKA Global, the other by Arkus Consulting. Different venues, different case materials, but the…
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…