Platform · Conscience

Trust the modelthe least.

Conscience is the guardrail, evaluation and governance layer. It checks what the model proposes against what your organization declared and permits.

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What's insideConscience

Query guardrails
Generated queries checked against declared definitions and scope.
Tool-call guardrails
Every call checked against permitted operations.
Ask, don't guess
A failed check becomes a question, not an assumption.
Verified questions
Reference answers, re-checked as data and definitions change.
Drift flags
Answers that would differ today go back to their owner.
Approvals
Authoritative changes follow the applicable approval.
Audit trail
Who changed what, when, and on whose approval.
Trust by Architecture
Six principles, built into the platform. Read them

Guardrails

One check fails.
Aether asks.

When a question does not match what is declared, Aether asks instead of guessing.

Finance / Q3 margin review / ChecksIllustrative

What was margin in the North region last quarter?

AetherProposed one query · checking

Proposed queryNot run

SELECT SUM(revenue - cogs) / SUM(revenue) AS gross_margin
FROM finance.sales_cogs
WHERE fiscal_quarter = 'FY26-Q3'
  AND region = 'North'

Clarification needed

“North” is not a region in the Finance model. Did you mean North America, or the Nordic countries within EMEA?

Nothing was guessed and no query ran. The answer waits for your choice.

Fig. — A failed check becomes a questionIllustrative data

Evaluation

Verified answers,
re-checked.

An answer that would differ today goes back to its owner, with the reason.

Conscience / Evaluation / Verified questionsIllustrative

Verified questions · re-checked today 06:305 shown

Verified question	Owner	Verified	Today
Gross margin, Q3 FY2638.3%	Group Controller	2 Oct	Same answer
Net sales by region, Q3 FY26EMEA 18.3M · NA 15.9M · APAC 9.5M	Group Controller	2 Oct	Same answer
Active customers, Septemberwas 12,480 · today 12,213	Sales Ops lead	18 Sep	Would differ
Inventory days, APAC, Q352 days	Supply chain lead	25 Sep	Same answer
Days sales outstanding, EMEA, Septemberwas 47 days · today 49 days	Credit controller	9 Oct	Would differ

Why they differ Active customersDefinition v4 (14 Oct) excludes trial accounts. Sent to Sales Ops lead for review. Days sales outstandingSource restated on 15 Oct with late credit notes. Sent to Credit controller.

Fig. — Reference answers, re-checkedIllustrative data

Trust the modelthe least.

One check fails.Aether asks.

Verified answers,re-checked.

Checked before it’s said.

One check fails.
Aether asks.

Verified answers,
re-checked.