Intelligent Semantic Search for Legal Discovery
Case Studieschevron_rightIntelligent Semantic Search for Legal Discovery
manage_searchAI / ML

Intelligent Semantic Search for Legal Discovery

We created a tool that helps lawyers find specific information in thousands of documents by understanding what they are looking for, rather than just matching exact words. It's like having a super-intelligent assistant that knows the meaning of every sentence.

40h → 12m

Search speedup

95%

Relevance score

15

Languages supported

10M+

Documents indexed

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Key Result

Research time dropped from 40 hours to 12 minutes per case, making information discovery nearly instant.

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The Challenge

Lawyers often spend hundreds of hours reading through thousands of pages to find a single piece of evidence. If the person who wrote the document used different words (like 'agreement' instead of 'contract'), traditional search tools would miss it completely. This makes finding crucial facts difficult and slow.

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Our Approach

We built a system that 'reads' and understands the context of legal documents. If a lawyer searches for 'workplace issues,' the tool finds documents about 'salary disputes' and 'hiring policies' automatically, even if the exact words 'workplace issues' aren't used. It can even search across different languages at the same time.

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The Impact

Lawyers can now find critical evidence in minutes instead of days. One firm reduced their research time from 40 hours to just 12 minutes. This gives them more time to focus on their clients and winning their cases, knowing they haven't missed any important information.

Project Timeline

1
Phase 1

Training the AI

We spent time teaching the computer how lawyers talk and what they look for. We made sure it understands that different words can mean the same thing in a legal case.

2
Phase 2

Smart Database Setup

We set up a very fast system that can look through millions of pages in less than a second to find the right information for the legal team.

3
Phase 3

Launch & Support

We gave the lawyers an easy search box that not only finds documents but also writes a short summary of what it found, so they don't have to read everything.

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"We are no longer looking for words; we are looking for meanings. This changed the fundamental nature of how we practice law in a global context."

Sarah Jenkins

Partner

Global Litigate LLP

Technologies & Domains

Semantic SearchLegalTechRAGNatural Language Processing

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Onboarding Flow

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+1 (844) 978-4462

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Phone

+1 (514) 830-1557

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Email

contact@stigmatech.ca

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Montreal Headquarters

6205, Boul des Grandes-Prairies, QC H1P1A5