AI analysis you can trust and edit
Vuon's agent produces data flows of SQL queries and Python code that run imperatively against your warehouse. Every step is editable, every result is reproducible, and every query is validated by our semantic SQL engine.
A data flow you can see, run, and trust
Our agent produces a directed acyclic graph (DAG) of SQL queries and Python code that runs imperatively against your data warehouse. Every node is a real query or script. Every edge is a real dependency. Every result is reproducible.
- •Run the whole flow or execute individual nodes
- •Edit any query with full semantic validation
- •See dependencies between every analysis step
- •Add new nodes to extend the analysis on the fly
The world's best intellisense for SQL
Our semantic SQL language server understands your data model, not just syntax. Get real-time type checking, column validation, and quick fixes that know the difference between a date and a timestamp.
- •Type checking catches mismatches before you run
- •Column autocomplete from your actual schema
- •Quick fixes suggest the right cast or function
- •Semantic validation across joins, CTEs, and subqueries
user_id⋮ | name⋮ | total_sessions⋮ | last_active⋮ |
|---|---|---|---|
| u_3891 | Sarah Chen | 47 | 2025-02-18 |
| u_1204 | James Park | 34 | 2025-02-17 |
| u_7722 | Mia Torres | 29 | 2025-02-19 |
| u_0458 | Liam Nguyen | 22 | 2025-02-15 |
| u_6135 | Ava Patel | 18 | 2025-02-20 |
Stop guessing if the AI got it right.
Start editing with confidence.
Reproducible data flows with semantic validation, so every insight is trustworthy and every query is yours to refine.