Use Cases

Check an AI Redaction Before Sharing

Three fictional checks for identifiers left in headings, details that identify someone in combination, and identifiers hidden in link targets.

Audience and review notes

For: People reviewing an AI-redacted draft before sending it to another audience.

Check facts against original sources and remove sensitive information. Review AI output before relying on it.

Review What The Recipient Can See

Replacing a name in the body does not necessarily remove the information that identifies a person or record. Check the entire proposed output against what this particular recipient needs.

This text-only exercise uses invented records, sharing rules and draft outputs. It is not an anonymization test or an observed product result. Do not send real private records to try it.

Get The Pack

Send only the fictional test input to the AI. Keep the review key and worksheet separate. Save the first response before asking for corrections.

Download test input (.txt)

Download review key (.txt)

Download comparison worksheet (.txt)

Check Three Places A Detail Can Survive

CaseWhat the draft missedWhat the recipient needs
RED-01The same account code remains in the title and footer even though the body was cleaned.A generic title and the fact that a sample export timed out.
RED-02The named person is gone, but the combination of site and shift identifies one person in the sample roster.The shift and the scanner issue; the site is not needed.
RED-03The label looks harmless but the Markdown link target still includes an internal record code.A plain-text status with no link or code.

For RED-02, removing the site is enough for the rules of this exercise. That does not establish that the remaining details are safe in a different audience or alongside other records.

Compare Your Next Run

Repeat the same input after a tool or instruction changes. Compare what the first output missed, which details it retained, and what needed a manual correction. Record a baseline when no comparable earlier run exists.

Return to the redaction pack or choose your next check.

Before sending a real file, inspect what the recipient can actually open, including link destinations, metadata, comments and embedded content as applicable. This text exercise does not inspect those file properties. Use the decision brief review guide for a related handoff checklist.

From reading to a decision

Keep the workflow connected

Choose a task-first path, save candidates locally, compare the shortlist, and recheck official details before use.