Turn Enterprise Knowledge
Into Intelligent Answers
Semantic RAG, knowledge graphs, and domain-aware AI — connected to your data sources, powered by your expertise, governed by your rules.
The Challenge
The Enterprise Knowledge Crisis
Scattered Knowledge
Critical information is buried across documents, spreadsheets, and databases — impossible to search, difficult to trust, and slow to surface when it matters.
Slow Time-to-Insight
Teams spend hours manually gathering data, cross-referencing sources, and computing metrics that should be available in seconds.
Siloed Systems
Documents live in one tool, databases in another, and domain expertise in people's heads. No single layer connects them into actionable intelligence.
Traditional search, static FAQs, and manual data extraction cannot scale. Enterprises need a knowledge layer that understands context, computes answers, and cites sources.
The Platform
From Raw Data to Computed Insights — In Seconds
An 11-phase semantic pipeline that ingests, understands, and computes answers from your enterprise knowledge.
Multi-Source Ingestion
PDFs, DOCX, CSV, XLSX, databases. Semantic chunking with intelligent table extraction.
Semantic Processing
Domain detection, intent classification, entity extraction, formula identification, graph expansion.
Live Data Connectors
PostgreSQL, Databricks. Natural language to SQL. Read-only, encrypted, production-safe.
Multi-LLM Orchestration
OpenAI, Anthropic, Ollama. SSE streaming with tool orchestration. Right model for right task.
Cited, Computed Answers
Source attribution, confidence scoring, formula computation, semantic analysis. Real-time streaming.
Multi-Source Ingestion
PDFs, DOCX, CSV, XLSX, databases. Semantic chunking with intelligent table extraction.
Semantic Processing
Domain detection, intent classification, entity extraction, formula identification, graph expansion.
Live Data Connectors
PostgreSQL, Databricks. Natural language to SQL. Read-only, encrypted, production-safe.
Multi-LLM Orchestration
OpenAI, Anthropic, Ollama. SSE streaming with tool orchestration. Right model for right task.
Cited, Computed Answers
Source attribution, confidence scoring, formula computation, semantic analysis. Real-time streaming.
Get Started in Minutes
From scattered data to computed insights
Plug In Your Knowledge
Upload documents, connect databases, or link APIs. KnowledgeX ingests from any source — PDFs, MySQL, PostgreSQL, Databricks, and more.
AI Learns Your Domain
Documents are chunked, embedded, and enriched. Entities and relationships are auto-extracted. Domain formulas are detected. Your knowledge becomes structured and searchable.
Ask Anything, Get Computed Answers
Ask questions in natural language. Get computed answers with source attribution, confidence scoring, and semantic analysis — all in real-time.
Why KnowledgeX
What Sets KnowledgeX Apart
Enterprise knowledge platforms are not created equal.
| Capability | KnowledgeX | M365 Copilot | DIY RAG Stack |
|---|---|---|---|
| Query documents with source citations | |||
| Query databases in natural language | |||
| Compute metrics via formula engine | |||
| Domain-aware semantic layer | |||
| Knowledge graph relationships | |||
| Choose your own LLM | |||
| Deploy on your infrastructure | |||
| Production-ready in days, not months |
Beyond M365 Search
Copilot searches your SharePoint. KnowledgeX queries your databases, computes metrics, and understands your domain terminology — not just your file names.
Production-Ready, Not a Science Project
Skip months of LangChain engineering. Get semantic RAG, text-to-SQL, formula computation, and full observability out of the box.
Semantic Layer Native
Built-in business glossary, formula libraries, and knowledge graphs. AI speaks your language, not just your keywords.
Quantified Impact
Measurable Impact on Enterprise Knowledge Operations
Replace manual research with AI-computed answers — sourced, cited, and confidence-scored in real time.
Documents, databases, and domain semantics unified in a single conversational layer. No more switching between tools.
Full on-premise deployment with encrypted connectors. Your data never leaves your infrastructure.
Under the Hood
The Query Processing Pipeline
From question to computed, cited answer — orchestrated through five processing stages.
Input Processing
Semantic Enrichment
RAG Retrieval
LLM Processing
Streamed Response
Input Processing
Semantic Enrichment
RAG Retrieval
LLM Processing
Streamed Response
Ecosystem
The DecisionOS Ecosystem
KnowledgeX is the intelligence layer — connected to every accelerator, powering every interaction.
Enterprise Ready
Built for Production. Governed by Design.
On-Premise Deployment
Deploy fully air-gapped. No data leaves your infrastructure. Complete control over your knowledge layer.
Encrypted Connectors
Read-only database access with TLS encryption and Fernet credential vaulting. Production-safe by design.
Full Auditability
Every query, source, and computation is traced end-to-end via OpenTelemetry and Langfuse.
Your Models, Your Rules
Bring your own LLMs via Ollama. Run Llama, Mistral, or any model locally. Zero vendor lock-in.
Temporal Orchestration
Production-grade workflow engine for reliable, fault-tolerant AI pipelines with automatic retries.
Source Attribution
Every answer cites its sources with page numbers, table references, and confidence scoring.
Your knowledge, structured.
Your questions, answered.
Upload documents, connect a database, and start asking.