Ask Your Documents Anything.Get Cited Answers.
Courdx connects every enterprise tool you use, retrieves answers using AI-powered knowledge graphs and multi-strategy search, and cites every fact to the exact sentence. Deploy on-prem — your data never leaves your control.
Enterprise-grade AI knowledge platform
Connects to the tools your team already uses
Data Connectors
Across 9 categories
AI Pipelines
Self-correcting retrieval
Query Accuracy
Multi-strategy retrieval
Cited Responses
Every claim traceable
Real-World Impact
What Courdx Means for Your Team
Compliance & Audit
Weeks of review → hours
Every answer links to the exact sentence in source documents. Auditors verify claims in clicks, not days.
Legal Research
Surface what keyword search misses
Knowledge graph traversal finds related clauses, precedents, and regulations across thousands of documents — even when the wording differs.
Customer-Facing Teams
Confident answers, first time
Support agents and account managers get cited, verified answers instantly — no more "let me check and get back to you."
The AI Problem Nobody Talks About
You've tried ChatGPT. You've experimented with AI search. Here's what you've learned.
AI Makes Things Up
"ChatGPT confidently cited a policy that doesn't exist. Legal was not amused."
Similar ≠ Relevant
"Vector search found documents with matching words, but completely missed the answer."
"I Think" Isn't Good Enough
"When our board asks a question, 'I think this is right' isn't an acceptable answer."
Black Box Compliance Risk
"Our compliance team needs audit trails, not black boxes."
These aren't edge cases. They're the norm.
Basic AI search was built for demos, not for decisions that matter. Courdx was built for everything else.
The Courdx Pipeline
From Question to Verified Answer
Most AI search tools stop at vector search. Courdx runs six orchestrated steps — decomposing complex questions, searching across vectors, keywords, and knowledge graphs simultaneously, validating relevance, and citing every claim back to source.
Question
Natural language query
Decompose
Break into sub-queries
Multi-Retrieve
Vector + Graph + Keyword
Validate
Check relevance
Cite
Sentence-level sources
Answer
Accurate response
Question
Natural language query
Decompose
Break into sub-queries
Multi-Retrieve
Vector + Graph + Keyword
Validate
Check relevance
Cite
Sentence-level sources
Answer
Accurate response
Stop Searching. Start Understanding.
See the difference between traditional search and intelligent retrieval.
...budget allocation for Q3...
...quarterly metrics show...
...regarding the Q3 timeline...
...budget for Q3 campaigns...
...revenue figures for Q3...
Traditional Search Limitations
Q3 2024 revenue was $2.4M, representing 23% year-over-year growth driven by enterprise contract expansions.
Sources
Courdx Advantages
See the Platform in Action
36+ Admin Pages. Total Control.
Courdx ships a full admin panel — not a black box. Tune search settings, monitor system health in real time, track LLM costs per model, and manage your entire connector ecosystem from a single interface. These are real screenshots from a running deployment.
Every answer includes sentence-level citations with confidence scores — no hallucinations, no guesswork.
Why Courdx
Built for Teams That Can't Afford Wrong Answers
Every feature designed for accuracy, trust, and enterprise security.
Unmatched Accuracy
Multi-strategy retrieval combining vector search, knowledge graphs, and keyword matching for results that traditional search misses.
Verifiable Answers
Every response includes sentence-level citations, letting users verify facts and build confidence in AI-generated answers.
Enterprise Security
Deploy on-premises or in your VPC. Your data never leaves your control, and we never train on your information.
Built for Scale
Optimized hybrid retrieval across millions of documents, powered by Vespa vector indices, smart caching, and async processing.
Connect Everything
Dozens of pre-built connectors spanning 9 categories. From Google Drive to Oracle and Acumatica, we integrate with your entire knowledge stack.
Scale with Confidence
From small teams to global enterprises. Our architecture handles millions of documents and thousands of concurrent users.
The Difference
What Happens When You Ask a Question?
Not all AI search is created equal. Here's what sets Courdx apart.
Multi-Strategy Retrieval
Up to 95% Accuracy in Internal Benchmarks.
Vector search alone matches words — it doesn't understand intent. Courdx fuses semantic embeddings (converting text to searchable vectors), knowledge graph traversal, and BM25 keyword matching, then reranks results with cross-encoder reranking (AI-powered result scoring) trained for relevance, not just similarity.
The result: answers that hold up under scrutiny. When your compliance officer, legal counsel, or board member asks "where did this come from?" — every fact points to a source.
Query Decomposition
Complex questions broken into focused sub-queries
Multi-Path Retrieval
Vector + Graph + BM25 working together
Self-Correction
Automatic validation and refinement
Live knowledge graph from enterprise deployment — entities and relationships extracted automatically
Knowledge Graph
See Connections Others Miss
As documents are ingested, Courdx extracts entities (people, products, regulations, dates) and maps their relationships into a Memgraph-powered knowledge graph. This lets you ask questions that span multiple documents — like "which suppliers are mentioned in both our risk assessments and audit reports?" — that pure vector search simply can't answer.
Entity Extraction
Automatically identifies people, organizations, and concepts
Relationship Mapping
Discovers how entities connect across documents
Community Detection
Reveals clusters of related information
Verifiable Answers
Every Fact. Every Source. Verified.
Every claim in a Courdx response links to the exact sentence in the source document — with page number, paragraph, and confidence score. Click any citation to see the original text highlighted in context. No more "the AI said so."
The company achieved $2.4M in Q3 revenue[1], representing a 23% YoY growth[2]. The main drivers were the new enterprise contracts signed in July and August[3].
Hover over highlighted text to see source
“$2.4M in Q3 revenue”
“23% YoY growth”
“enterprise contracts signed in July and August”
Every fact in Courdx responses is traced back to the exact sentence in your source documents
Performance
Enterprise Scale. Instant Feel.
Vespa-powered vector indexing handles millions of documents with optimized hybrid retrieval. Incremental sync keeps your knowledge base current without re-indexing everything.
Search Strategies
Concurrent Users
Index Capacity
Retrieval Accuracy
Architecture designed for 10M+ documents with Vespa-powered hybrid search and smart caching
Enterprise Security
Defense in Depth. Control in Your Hands.
Run 100% on-premises with local LLMs via Ollama — zero external API calls. Or deploy in your private cloud. Either way: SOC 2, GDPR, and HIPAA ready with DLP policies, collection-level permissions, and full audit trails.
5 layers protecting your data
Access Control
Multi-factor authentication & SSO
Data Encryption
End-to-end encryption at rest & transit
Document Security
Prevents data leaks & enforces permissions
Query Guardrails
AI safety & response filtering
Monitoring
Real-time threat detection
Defense-in-Depth Security Architecture
Defense-in-Depth Security Architecture
Integrations
Connect Once. Stay Synced Forever.
Google Drive, SharePoint, Confluence, Salesforce, Jira, Slack, Oracle, Acumatica — and 53 more. Each connector syncs incrementally every 5 minutes and inherits source permissions automatically, so users only see what they're authorized to access.
Use Cases
Built for Industries That Can't Afford Wrong Answers
When a wrong answer means regulatory fines, lost clients, or product failures — Courdx delivers verifiable knowledge your team can act on.
Legal & Compliance
Research case law, contracts, and regulations with cited sources. Never miss a relevant precedent.
Financial Services
Answer client questions with audit-ready citations. Every recommendation traceable to source.
Research & Development
Unlock insights from research papers, patents, and technical documentation at scale.
Customer Support
Empower agents with instant, accurate answers from your entire knowledge base.
Stop Hoping Your AI Is Right.Know It Is.
Bring your hardest questions and your real documents. We'll show you cited, verified answers in 30 minutes — or tell you honestly if we're not the right fit.