Generated does not mean publishable

Data delays, definition errors, and causal overreach remain possible.

Define tier, channel, reviewer, and evidence before automating publication.

Approve by risk

Personal work can stay private; internal reports need business or data review; finance, customer, regulatory, and external material needs formal approval.

Execution requires separate authority.

Review numbers and narrative

Check cutoff, metrics, filters, access, and detail, then facts, hypotheses, causality, and omissions.

Retain question, query, semantic version, charts, and reviewer.

Maintain access after publication

Exports, email, and notifications copy data, so govern recipients, expiry, watermark, and forwarding.

Version corrections and notify affected readers instead of silent overwrite.

Exercise the publication chain

Test draft, rejection, edit, approval, delivery, and withdrawal with roles and audit.

AskTable.ai report, notification, and governance directions can participate; workflow, channels, withdrawal, and integration need confirmation.

Public references

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