Product / Analytics

Metrics that agents and teams can agree on.

Define revenue, activation, retention, and product measures once, then let Vuon use those definitions whenever someone asks a question.

analysis.run

Capture the business definition

Analysts define the measure, approved dimensions, exclusions, and source tables.

Query it in plain language

Operators ask for the metric in Vuon or Slack without translating the request into SQL.

Ask

Inspect the source trail

The answer carries the metric version, SQL, snapshot, and related lineage.

Verify
Versioned, sourced, queryable
Metric formulas and dimensions live with their source context.
Agents cite the definition they used before presenting a number.
Business users get plain answers without losing the technical trail.

Definition state

Versioned, sourced, queryable

A shared contract for analysis

Metrics are not prompt snippets. Vuon treats them as durable business objects with formulas, dimensions, filters, owners, and warehouse context.

Pinned definitions

Every answer can point back to the exact metric definition and snapshot used to produce it.

Readable by non-analysts

The surface explains what a metric means in business language before exposing the SQL behind it.

Safe to reuse

The same metric can power a Slack answer, a report, or a live artifact without rewriting logic.

Designed for drift

Definitions change. Vuon keeps history visible so teams can see when a number changed because reality moved, not because the logic silently shifted.

Version history

Track edits to formulas, dimensions, and exclusions as part of the analysis record.

Warehouse grounding

Keep metric logic connected to real tables and columns instead of isolated BI metadata.

Agent-ready context

Metric definitions become executable context for the agent, not passive documentation.

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.

Define

Capture the business definition

Analysts define the measure, approved dimensions, exclusions, and source tables.

Ask

Query it in plain language

Operators ask for the metric in Vuon or Slack without translating the request into SQL.

Verify

Inspect the source trail

The answer carries the metric version, SQL, snapshot, and related lineage.

Next step

See how Vuon fits your data workflow.