Designed for AI agents
Data Infrastructure
From data source to operational agent in minutes. The pipeline captures, structures, loads, generates ontology, and creates validated examples automatically. Each conversation operates on a versioned DuckDB snapshot: a frozen, consistent, and reproducible world.
Capture → Structure → Load → Ontology → Examples
Versioned snapshots for per-conversation consistency
Semantic Layer
Naive text-to-SQL fails because the model doesn't understand your business. Calliope Data generates a semantic ontology with AI that describes tables, columns, and relationships in business language. When you regenerate, human edits are preserved intact. What AI wrote gets refreshed; what you know, stays.
AI-generated ontology, human-enriched
Regeneration that preserves manual edits
Schema relevance: the agent only sees what it needs
Governance
Rules aren't suggestions in a prompt — they're first-class objects applied at query time that the agent literally cannot bypass. Resistant to prompt injection and conversational drift. Versioned, categorized, and toggleable.
Enforced at query time, not in the prompt
Immune to injection and conversational drift
Data Platform
