Every answer keeps its trail.
Track the data, definitions, SQL, snapshots, and report bindings behind a conclusion so teams can verify what changed.
Start from the claim
Every answer begins with the question and the context used to interpret it.
Follow the generated work
Inspect the query, definitions, and source objects behind the response.
Understand later changes
Use snapshots and history to explain why numbers moved over time.
Trace depth
Question to query to snapshot
A record of how the answer was made
Lineage turns an AI answer from a claim into an inspectable object. It shows the path from the prompt to the warehouse result.
Source tables
See which datasets, tables, and columns contributed to the output.
Definition graph
Understand which metric and business rules shaped the query.
Snapshot context
Know exactly which data state the conclusion was pinned to.
Readable at two depths
Stakeholders need confidence without reading SQL. Analysts need enough detail to debug. Vuon layers both views into the same trail.
Plain summary
Show the decision-relevant sources and freshness in everyday language.
Technical expansion
Reveal SQL, run state, and dependency details when someone needs to verify.
Shareable trust
Lineage travels with the output, including Slack answers and shared reports.
How it works
A clear path from context to action.
The same operating rhythm runs through the product: gather trusted context, show the work, then ship an output that can be reviewed.
Start from the claim
Every answer begins with the question and the context used to interpret it.
Follow the generated work
Inspect the query, definitions, and source objects behind the response.
Understand later changes
Use snapshots and history to explain why numbers moved over time.
Next step