Doram Governance

Your AI only uses what your team approved.

Doram suggests every change with its evidence. Your owners decide what goes live.

Try the playgroundRead the docs

Ask in plain words. Doram pulls context from the second brain and shows each step.

Every change

See the why and the impact before you approve.

Doram never changes what your company means on its own. Each suggestion shows:

  • The evidence from your queries, data and docs
  • Every metric and rule it would change
  • A new version, recorded, when someone approves
Suggested joinHigh confidence
orders.customer_id → customers.id
Why
Queries
Joined this way in your saved queries
Data
Every order matches one customer
Catalog
Marked as a key in dbt

Replaces the current join on email

Affects
  • Net sales
  • Return rate
  • Active customers
  • 2 rules

Approved by Tom, Finance · version 2 is live

Trust levels

Nothing reaches an answer until it earns it.

Every fact climbs four levels. Answers only use the top two, so a draft never reaches a query.

  1. DiscoveredFound with evidence. Not checked yet.Draft
  2. ValidatedRan on your real data and matched.Draft
  3. ApprovedAccepted by its owner, or low risk.Used in answers
  4. CertifiedSigned off as the official definition.Used in answers
Who approves

The right check for each change.

Small changes do not wait in a queue. Changes that move a number your team reports on always do.

Low risk

Goes live on its own.

For example: a new word for an existing metric
Medium risk

Goes live. One in ten is spot-checked.

For example: a new join between two tables
High risk

Waits for its owner.

For example: a change to how net sales is counted
After approval
Same question, same answerAny past answer replays on the version that made it.
Checked every dayApproved metrics run again daily. If one drifts, people keep the last approved one.
Full historyEvery change records who made it, when and why.
Asks, never guessesIf a word has two meanings, Doram asks the owner to settle it.
The playground

Ask it yourself.

The playground is a whole company, already connected.

Try the playgroundRead the docs