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Knowledge Engineering

Enterprise Semantic Search

Move beyond keyword search. Empower your teams to query your corporate documents in natural language and get relevant answers based on meaning.

10xSearch Speed
+80%Result Relevance
MultiMultilingual Support
ZeroTraining Required

Understand the Intent, Not Just the Words

Traditional lexical search fails against synonyms, internal jargon, and complex queries, wasting valuable time for your employees.

Semantic search uses language models to vectorize your documents. It understands the meaning and intent behind the user's question.

The result? Instant access to institutional knowledge. Your experts find exactly what they're looking for, even if they don't know the exact terminology.

Semantic Search AI
OUR METHODOLOGY

Vector Search Architecture

1

Document Indexing

Extraction and processing of your data silos (PDFs, Confluence, SharePoint) into a unified source.

2

Vectorization (Embeddings)

Transforming text into dense mathematical vectors capturing the semantics of your industry.

3

RAG Engine

Retrieval-Augmented Generation: coupling the vector database with an LLM for synthetic and sourced answers.

Semantic Use Cases

Unlock the value of your informational capital.

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Technical Assistance

Accelerate ticket resolution via instant search in knowledge bases and incident histories.

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Legal Search & Compliance

Intelligent navigation through thousands of contracts to extract specific clauses or obligations.

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Intelligent E-Commerce

Product search engines capable of understanding vague descriptive queries from your customers.

Success Story

Featured Case Study

All Projects
Semantic Search Case Study

Intelligent Semantic Search for Legal Discovery

A vector-based search engine enabling lawyers to query millions of multilingual documents using legal concepts rather than keywords, drastically reducing research time.

40h → 12m
Search efficiency
95%
Relevance accuracy
Read Full Reportarrow_forward

Empowered by industry-leading technology partners

Pinecone
Weaviate
Milvus
Cohere
OpenAI embeddings
Elasticsearch
Pinecone
Weaviate
Milvus
Cohere
OpenAI embeddings
Elasticsearch
Pinecone
Weaviate
Milvus
Cohere
OpenAI embeddings
Elasticsearch
AI Consultation

Evaluate your
Machine Learning Potential

Analyze your data and processes with our experts to identify the best AI use cases for your enterprise.

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ROI-Centric
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Predictive
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Agnostic
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Absolute Confidentiality

Analysis Methodology

01

Schedule

02

Data Audit

03

Architecture

AI Direct Line

+1 (844) 978-4462

Schedule your AI Exploratory Call

Choose a time to discuss your data sources, growth objectives, and automation opportunities.

Confidential & Secure Session
Artificial Intelligence Expertise

Ready to automate your operations?

Our Data Scientists and Machine Learning Engineers are ready to assess your data maturity and design your AI strategy.

verified_userBased in Montreal • 24/7 support in English & French
Expert IT

Need immediate help?

An IT architect is currently online.

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Need a technical session?

Speak directly with a Senior Data Scientist about your challenges.

Schedule Call (15 min)arrow_forward
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Phone

+1 (514) 830-1557

mail

Email

contact@stigmatech.ca

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AI Laboratory (Montreal)

6205, Boul des Grandes-Prairies, QC H1P1A5