From Search Hits to Answers and Intelligence

Merlin Search Technologies builds AI-powered platforms that help legal teams, investigators, and compliance professionals get answers and insights from large document collections — faster, more accurately, and at lower cost than traditional review.

Our flagship platform, Alchemy, replaces the old search-and-review cycle with something fundamentally different: a document intelligence system that finds, analyzes, and answers questions across any volume, any file type, and any language.

The problem it solves is simple — and universal.

Every investigation, every lawsuit, every regulatory response starts the same way. Someone hands your team a mountain of documents and says, “Find out what happened.”

For decades, the approach hasn’t changed. Run keyword searches. Weed out false hits. Read thousands of pages. Build the story by hand. Volumes keep growing. The tools to handle those volumes don’t.

Alchemy changes that.

Ask questions in plain language. AI finds what matters and delivers sourced answers — not search hits. ReviewPartner handles large-scale reviews without armies of reviewers. Our AI Services do the rest — converting, summarizing, and analyzing documents at a fraction of the time and cost. 

Discover Alchemy

Review platforms give you search hits. Alchemy gives you answers.

  • Find: Describe what you need in plain language. Three AI-powered search engines surface the most relevant documents in seconds.
  • Review: AI reviews and extracts key facts from hundreds of documents simultaneously, surfacing patterns and connections across thousands of pages.
  • Answer: Comprehensive  reports — timelines, witness analyses, trial arguments, and appellate briefs — with citations linked directly to source documents.

One platform, from AI-powered search and analysis through review, production, trial and appeal. Built for litigation, investigations, and discovery. Any volume, any file type, any language. 

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Alchemy: More Than a Review Platform

What Sets Alchemy Apart?

Three things separate Alchemy from traditional discovery software:

Integrated AI

Five AI engines work together inside the platform: three to find what matters, two to analyze and answer. Ask a question in plain language. Get a comprehensive report across thousands of documents in minutes.

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Single-Tenant

Your data is never commingled. Every site is isolated with separate servers, databases, and storage. SOC 2 Type II certified, with independent pen testing. Deployed globally to meet local data privacy requirements.

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Utility Pricing

Pay by the minute, not the month. Turn your site off when not in use and your rate drops by 70%. Schedule operating hours or let our energy saver power down idle sites. Most clients save 50–60% on hosting costs.

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ReviewPartner — The Review Team You've Always Wanted

Document review has always been slow, complex and expensive. ReviewPartner eliminates these issues.

AI reviewers analyze documents with senior attorney sophistication, applying the same focus to document 100,000 as to document one. Review protocols are built from your actual documents, not assumptions.

Accuracy above 90%, surpassing human baselines. Months of review completed in days. Costs reduced by 65% or more.

Available with Alchemy or as a standalone managed service.

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AI Services For Document Intelligence

Every matter has document problems that slow you down. Merlin's AI Services division delivers results faster and at a fraction of the cost of manual analysis.

Turn images and text into searchable, structured documents with metadata, summaries and document breaks. 

Comprehensive summaries with source links that surface key testimony from lengthy transcripts. 90% cost reduction.

Summaries covering treatment, timelines, medications, causation, and prognosis. 48-hour delivery for thousands of pages.

Don't Take Our Word for It

Get the Book

Practical insights for applying GenAI to discovery and litigation.
Turn complex technology into clear strategies you can use today.

Catch the Webinar

Partners from Holland & Knight, Lewis Brisbois and a senior lawyer from Robert Bosch talk about using AI for senior-level trial work. 

Let's Talk About Your Documents

Whether you need a discovery platform, AI-powered document review, or specialized services for transcripts, medical records, and scanned documents, we'd love to show you what's possible.

SOC 2 Type II certified. EU-US, UK, and Swiss Data Privacy Framework certified. Deployed across the US, EU, UK, UAE, Australia, and Singapore.

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