AI & Agents
AI that reads your stack before it speaks
Manifest, lineage, and certified metrics ground every answer. Citations, not hallucinations.
Infrastructure-aware AI
Ask about your actual stack
"What depends on fct_revenue?" returns real downstream models from your last sync, not invented table names.
- Blast radius and impact in seconds
- RBAC: agents see only what your role allows
Company Brain
Technical + business in one layer
Churn spike? Brain checks metric definitions, pipeline delays, and deploy logs, then summarizes with citations.
- Reconcile finance vs product dashboards
- Memory scoped to your workspace
Specialized agents
Docs, tests, debug, ops
Task-specific agents propose PR-ready outputs. Humans approve. No silent production changes.
- dbt tests from lineage gaps
- Debug agent maps failures to upstream tasks
Natural language
Plain English for the whole org
PMs and leaders ask about lineage and KPIs without SQL. Ambiguous terms prompt clarification, not wrong assumptions.
- Shareable briefs with lineage screenshots
- Try it in the homepage live demo