Three layers. One runtime.
Raw data becomes intelligence.
Data ingestion, ontology runtime, intelligence agents — the complete architecture for enterprise AI that actually works.
Data Ingestion
Everything you already have — CRM, ERP, docs, spreadsheets, emails. Ontos connects to all of it through MCP servers. No moving data around. No migrations.
Ontology Runtime
The brain. Your business knowledge compiled into an executable engine. The .onto format lets your team define entity types, relationships, business rules, and confidence scores — in human-readable, version-controlled files.
Intelligence Agents
AI that reasons, not retrieves. Agents work with full domain context — surfacing threats, reconciling conflicting data, and executing workflows. Every answer comes with confidence scores and source citations.
Threat Detection
Competitive moves flagged in real-time
Source Reconciliation
Three reports disagree. The engine decides.
Workflow Execution
From insight to action. Automatically.
Three sources disagree.
The engine decides.
The confidence calibrator weighs source reliability × data freshness and resolves automatically. No analyst needed.