The short answer
Owners get a staged pilot with approved knowledge, reviewer controls, error labels, response-time measures, and explicit promotion criteria.
The decision standard is simple: preserve the source, state the limits, and make the next human check obvious. A useful article should reduce uncertainty without pretending that every unknown has been resolved.
What to examine
Draft-only operation lets a team measure helpfulness, tone, policy accuracy, evidence, and escalation without giving the system authority to make promises or send unsafe replies.
Start with scope. Identify the product, account, audience, jurisdiction, data, and decision involved. Then separate what was directly observed from what a vendor, researcher, regulator, or commentator says. Record dates because AI products, access rules, and prices change quickly.
Customer messages may contain sensitive data and malicious instructions. Treat retrieved text and inbound content as untrusted.
A practical way to do it
- Limit the system to approved knowledge and synthetic or permissioned examples.
- Require an agent to review every draft and label correction type and severity.
- Promote only narrow categories that meet quality, privacy, and escalation thresholds.
Keep the worksheet or test record with the draft. If another editor cannot reproduce the check from the saved evidence, the article is not ready.
Editorial guardrail
Do not fill a missing fact with a plausible sentence. Mark it as unknown, find a stronger source, narrow the claim, or remove it. Commentary belongs in a clearly labeled paragraph after the reported facts, not inside them.
Primary-source reading list
These are starting points, not automatic support for every sentence. The publishing editor must open each cited page and confirm the claim it supports on the day of review.
Bottom line
Owners get a staged pilot with approved knowledge, reviewer controls, error labels, response-time measures, and explicit promotion criteria.