Platform / Verified Answers
The Verified Answer Layer

Numbers you can
defend in the boardroom.

An answer is only useful if you can trust it's actually right. Every question runs through a model of your business — your metrics, your definitions, your governance — before it ever reaches you.

Defined once. Consistent everywhere.

Your team defines a metric a single time; it's applied identically across every question, every user, every surface. So “revenue” means the same thing in the chat, the dashboard, and the scheduled report.

  • Your data team approves every definition before it goes live
  • Definitions stay editable as the business evolves
  • Access enforced at the query level — not just the UI
metric = revenue (approved · v3)
grain = region · quarter
query SELECT SUM(amount) … GROUP BY region
sources finance.transactions, dim.region
✓ validated before run · audit-logged · access-checked
How every answer is made

Validated before it runs — not after.

Understand the intent

Parse the question and flag anything ambiguous before computing.

Map the sources

Identify the right tables and entities across your connected data.

Apply your logic

Use your approved definitions — not a generic guess at what the metric means.

Validate the query

Check the generated query against your rules before a single row is read.

Run on live data

Execute against current sources — no stale copies, no overnight extract.

Return the audit trail

The query, the sources, and the logic — there for anyone to inspect.

Trust by design.

See the query behind every number in a 20-minute walkthrough.