Author: John Tredennick
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AI Review 2.0: Why Document-Driven Review Produces Better Results—and Puts You Back in Control
The argument for AI-powered document review is all but over argues John Tredennick. Large language models are smarter, faster, more consistent, and less expensive than human review teams. John made that case in an earlier...
Beyond Keywords: How Semantic Search is Transforming Discovery
Keyword search misses most relevant documents. Semantic search uses meaning, not words, to transform recall, discovery, and AI-driven legal analysis.
Five Reasons Why Your Best Document Reviewer Isn’t Human Anymore
AI has transformed document review, offering unmatched speed, accuracy, scalability, and security. Find out why human reviewers cannot compete
Forward is Our Best Direction
John Tredennick examines how AI is changing the legal profession and why moving forward, with competence, caution, and clarity, is no longer optional.
Three Major LLMs Released in Twelve Days: Why Single-Model Discovery Platforms Are Now a Liability
OpenAI, Google, and Anthropic each launched new flagship LLMs in under two weeks. Legal discovery platforms relying on a single model are now structurally disadvantaged. Here’s why multi-model architectures are the only sustainable solution.
Generative AI for Smart Discovery Professionals
The 4th edition of Generative AI for Smart Discovery Professionals shows how legal teams can leverage AI for document review, deposition synthesis, and investigative reporting—while aligning with emerging ethical standards.
Using GenAI and Alchemy to Create Winning Trial Arguments
Discover how trial lawyers are transforming litigation prep using generative AI and platforms like Alchemy to build compelling arguments in record time.
Cloud Utility Pricing: Transforming Discovery Economics Through Consumption-Based Pricing
Cloud Utility Pricing is reshaping discovery economics by replacing flat-rate hosting with a use-based model. Legal teams gain cost control, better security, and flexible access, paying less when platforms are idle and more only when...
From Search Hits to Answers: How GenAI Solved Complex Discovery Challenges at HKA’s “Hands On” AI Program in London
During HKA’s “Hands On” AI program in London, senior legal professionals used the Merlin Alchemy platform to investigate the UK Post Office scandal. In just 45 minutes, they analyzed 14,000 real documents and generated detailed,...
GenAI Prompting for Smart Legal Professionals
In this guide, John Tredennick and Lydia Zhigmitova of Merlin Search Technologies reveal how legal professionals can use GenAI prompting for natural-language-driven discovery, transforming traditional searches into conversational investigations. The article covers practical examples and...
Enhancing Discovery with Alchemy Textract: How AI-Powered OCR Captures Handwritten Notes and Poorly Scanned Documents
Alchemy Textract uses AI to overcome traditional OCR limitations by accurately extracting handwritten notes and complex elements from legal documents. This advanced approach empowers legal teams with more reliable data for investigation and AI-driven analysis.
Don’t be Kodak: A Parable About AI and the Legal Profession
John Tredennick, founder and CEO of Merlin Search Technologies, recounts a conversation about fear of AI. John reframed the fear into a parable about a train and optimizing your experience. He also notes what needs...