Merlin GenAI Services
Turn Documents Into Intelligence
Transform documents from information to intelligence in hours, not weeks—at a fraction of traditional costs.

Why We Built These Services
We developed these GenAI services to solve a fundamental problem we encountered while building our Alchemy document intelligence platform. To deliver truly intelligent document analysis, we needed better, more accurate text extraction and document processing than what traditional methods could provide.
Initially, we created these services for internal use—to feed our GenAI-powered Alchemy platform with the high-quality document intelligence it needed to deliver exceptional results. But as we refined these capabilities, we realized that legal teams, investigators, and organizations everywhere faced the same challenges we did: slow, expensive, and often inaccurate manual document processing.
That’s why we created our GenAI Services Division—to bring these powerful document intelligence capabilities to everyone, whether you use our Alchemy platform or not. These services work independently or can seamlessly integrate with any existing technology stack.
Our Four Core Services
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TranscriptPartner™
AI-Powered Deposition and Hearing Summaries
Transform lengthy deposition and hearing transcripts into comprehensive, multi-layered summaries in hours, not days or weeks.
Key Benefits:
- Reduce summary costs by up to 95% compared to manual efforts.
- Overnight delivery for transcripts of any length.
- Direct links from summary statements to underlying testimony.
- Multiple format options (PDF, Word) with customizable layouts
Perfect for: Law firms, court reporting companies, corporate legal departments, and litigation support providers.
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MedPartner™
Medical Record Intelligence for Legal Cases
Process and analyze complex medical records, delivering organized, actionable summaries for legal and insurance teams.
Key Benefits:
- Process medical records exceeding 20,000 pages overnight.
- Comprehensive analysis for pennies per page vs. weeks of manual review.
- Three-tier intelligence system with direct links to source records.
- Identifies critical treatment patterns, discrepancies, and liability indicators.
Perfect for: Personal injury attorneys, insurance companies, medical malpractice firms, and workers’ compensation specialists.
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Alchemy Textract™
Next-Generation OCR for Complex Documents
Extract text accurately from handwritten notes, poor-quality scans, and complex documents that traditional OCR systems miss.
Key Benefits:
- Processes both printed and handwritten content with exceptional accuracy.
- Maintains document structure and critical relationships between elements.
- Scales efficiently from hundreds to millions of pages.
- Handles complex formatting without manual configuration.
Perfect for: Discovery teams, investigators, healthcare organizations, and any team dealing with scanned documents or handwritten content.
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Alchemy MetaSummary™
Automated Document Coding and Summarization
Replace slow, error-prone manual coding with AI-powered metadata extraction and intelligent document summaries.
Key Benefits:
- Automatically extracts key metadata: dates, authors, recipients, and document types.
- Generates customizable document summaries tailored to review needs.
- Delivers results overnight vs. days or weeks for manual coding.
- Consistent quality across high-volume document collections.
Perfect for: Litigation support companies, corporate legal departments, and law firms looking to eliminate offshore coding dependencies.
Why Choose Merlin GenAI Services?
Built for Legal Professionals
Each service is purpose-built for the unique challenges of legal and investigative work, not adapted from general-purpose AI tools.
Enterprise-Grade Security
All services operate in locked-down AWS Virtual Private Cloud environments with enterprise-grade security protocols.
Proven at Scale
Currently processing thousands of documents monthly for some of the world’s largest court reporting companies and law firms.
Platform Independent
While these services enhance our Alchemy platform, they integrate seamlessly with any discovery or document management system.
Quality Guaranteed
Rigorous validation processes ensure accuracy, completeness, and consistent performance at scale. If you’re not satisfied, we’ll make it right.
Ready to Transform Your Document Processing?
Stop spending weeks on manual document review. Our GenAI services deliver the key information you need in hours, not days or weeks, at a fraction of traditional costs.
Contact us today to:
- Schedule a demonstration of any service.
- Discuss your specific document processing challenges.
- Receive a customized estimate for your project.
- Learn about volume discounts and enterprise pricing.
Technical Foundation
All Merlin GenAI Services leverage leading commercial large language models (Claude, GPT) combined with our proprietary processing workflows and specialized prompting strategies. This approach optimizes results specifically for legal and medical document analysis, maintaining document context and relationships with greater accuracy than general-purpose AI tools.
About Merlin Search Technologies: Merlin pioneers AI-powered document intelligence for organizations managing large volumes of complex information. Our mission is to help professional teams find, analyze, and review critical information—faster, easier, and more sustainably.