AI That Understands Your Knowledge, Not Just Your Keywords

Enterprise RAG that builds knowledge graphs, validates every answer, and shows you exactly where the facts came from.

Intelligent Knowledge Processing

TRUSTED BY LEADING ENTERPRISES

Enterprise Co
Global Tech
FinServ Inc
HealthCare Plus
Manufacturing Pro
Legal Solutions

See Citations in Action

Every answer backed by sentence-level sources with confidence scores.

Sentence-level citations
Confidence scores
app.courdx.com
What were the key findings from our Q3 security audit?

Based on the Q3 Security Audit Report, here are the key findings:

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Query Accuracy

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Faster Answers

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Cited Responses

Zero

Data Training

The Problem

Your AI Assistant Shouldn't Hallucinate

Most RAG systems have critical problems that make them unsuitable for enterprise use.

ChatGPT makes things up. Your board doesn't find that funny.

Vector search finds similar words, not relevant answers.

"I think this is right" isn't an acceptable response in your industry.

Your compliance team needs audit trails, not black boxes.

Document Journey

The Complete Document Lifecycle

From the moment your data enters Courdx to delivering verified answers, every step is designed for accuracy and transparency.

1-2

Ingest & Parse

Documents are intelligently chunked with context preservation

3

Embed & Index

Dual storage in vector DB and knowledge graph for comprehensive retrieval

4-5

Retrieve & Validate

Multi-strategy search with automatic relevance verification

6

Respond

Verified answers with sentence-level citations and confidence scores

Explore the full pipeline
IngestDocuments, APIs, Databases1Parse & ChunkSmart segmentation2Embed & IndexVector + Graph storage3RetrieveMulti-strategy search4ValidateCheck & cite sources5RespondVerified answers6DocumentLifecycle

Three Pillars of Intelligent RAG

Courdx goes beyond basic search to deliver trustworthy, verifiable answers.

Intelligent Retrieval

"We Don't Just Search. We Understand."

  • Query decomposition for complex questions
  • HyDE: Find what the perfect answer looks like
  • Multi-strategy reranking with cross-encoders
  • Corrective RAG validates and auto-corrects
Learn more

Knowledge Graph

"See the Connections Others Miss"

  • Automatic entity & relationship extraction
  • Community detection reveals patterns
  • Answer questions vector search can't
  • "What are the main themes across documents?"
Learn more

Trustworthy Answers

"Every Fact. Every Source. Verified."

  • Sentence-level citations, not "somewhere in doc"
  • AI guardrails prevent hallucinations
  • Prompt injection protection built-in
  • Full audit trail for compliance
Learn more
Query Processing

How Your Question Gets Answered

Multi-strategy retrieval with automatic validation and citation extraction.

Retrieval StrategiesUser QueryNatural languageQuery RouterIntent analysisVector SearchSemantic similarityKeyword SearchBM25 matchingGraph SearchEntity relationsRRF MergeCombine & rankValidateCheck relevanceGenerateLLM responseCite SourcesAdd citationsResponseVerified answerQuery Processing Pipeline
Document Processing

How Documents Become Knowledge

From raw documents to searchable, graph-connected knowledge in 5 automated phases.

Fetch & ValidateConnect to sourceAuthenticateFetch documentsExtract metadata1DeduplicateCheck content hashDetect updatesFilter duplicates2Parse & ReviewParse contentQuality reviewPII detectionApproval gate3ProcessChunk documentGenerate embeddingsExtract entities4Index & StoreVector DB (Vespa)Graph DB (Memgraph)PostgreSQL5Document Ingestion Pipeline

See Connections Keywords Miss

Our knowledge graph automatically extracts entities, relationships, and concepts from your documents, revealing patterns that vector search alone cannot find.

  • Entities linked across documents
  • Relationship types automatically detected
  • Community clustering reveals themes
  • Query routing to optimal retrieval strategy
Explore Knowledge Graph
Q3 ReportSecurity AuditPolicy DocJohn SmithSarah ChenComplianceRisk MgmtLegal DeptDocumentsPeopleConceptsOrganizations

What Happens When You Ask a Question

ScenarioBasic RAGCourdx
Complex questionReturns random chunksDecomposes, retrieves, synthesizes
Low-confidence resultShows it anywayValidates, refines, or web-searches
"What themes exist?"Can't answerUses community summaries
Source verification"Document 3""Page 7, Paragraph 3, highlighted"
Hallucination riskHope for the bestGuardrails + validation

Every Query Protected, Every Answer Verified

Our 6-step security pipeline ensures your questions are protected from injection attacks and your answers are validated before delivery.

  • Prompt injection detection & blocking
  • Multi-stage retrieval validation
  • Sentence-level source verification
  • Real-time confidence scoring
Learn about trust & safety
QueryUser question1AI GuardInjection check2RetrieveFind sources3ValidateCheck accuracy4CiteAdd sources5RespondVerified answer6All checks passed • Verified

Built for Industries That Can't Afford Wrong Answers

Legal & Compliance

Sentence-level citations for court filings. Knowledge graph reveals case relationships.

Financial Services

Audit logs prove what information was available when. PII guardrails prevent data exposure.

Research & Development

GraphRAG answers "What are the main themes?" Cross-reference findings automatically.

Customer Support

Confidence scores flag uncertain answers. Guardrails prevent misinformation.

Enterprise-Grade Security & Control

Your data. Your control. Always.

User InterfaceChatSearchDashboardAPI LayerRESTWebSocketAuthAI EngineRAGLLMGuardsData LayerVector DBGraph DBCacheModular Architecture

Deployment Options

  • On-premises (air-gapped supported)
  • Private cloud (AWS/Azure/GCP)
  • SaaS (fully managed)

Admin Governance

  • Control who creates projects
  • DLP: Control chat export
  • Collection-level security

ERP Integrations

  • SAP, Oracle, Dynamics
  • Acumatica, Workday
  • Natural language to ERP queries

Connect Your Knowledge Sources

Integrate with the tools your team already uses. 50+ connectors available.

Confluence
Google Drive
SharePoint
Slack
Jira
GitHub
Salesforce
HubSpot
Zendesk
Notion
Dropbox
Teams

Stop Hoping Your AI Is Right. Know It Is.

See how Courdx can transform your knowledge management with intelligent retrieval, knowledge graphs, and trustworthy answers.

SOC 2 Ready
GDPR Ready
HIPAA Ready
ISO 27001 Ready

TRUSTED BY LEADING ENTERPRISES

Enterprise Co
Global Tech
FinServ Inc
HealthCare Plus
Manufacturing Pro
Legal Solutions