PublicProof Academy
A working document, not a submission form

AI human-handoff test plan

Verify that a person receives the right context when an automated workflow hands work over.

Done when: Normal, unavailable, repeated and interrupted handoffs have observed results and an accountable reviewer.

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Handoff trigger

Name the event or uncertainty that requires human ownership and the system state immediately before it.

Minimum safe context

List the non-sensitive facts the receiving role needs. Use invented examples and exclude unnecessary transcripts or records.

Receiver acceptance

Define what proves a human or receiving system accepted responsibility, separately from actual completion.

Unavailable and timeout cases

Write the expected behavior when the recipient is offline, a response is lost or the connection fails.

Duplicate and late responses

Test a repeated event and a response arriving after another person has taken over. Define which owner and version win.

Observed results and sign-off

For each synthetic case, record expected result, observed result, defect owner and retest evidence before release.

Reference links and review boundary

Use the current issuer, payer, regulator, platform or qualified professional for your exact activity and location. These links informed the planning questions; they do not make this an official form, full compliance review or permission to operate.

Healthcare businesses are welcome for business education. PublicProof does not receive, store or process patient information. A completed worksheet does not establish HIPAA compliance, transport qualification, professional authority, account approval, a credential, reimbursement or revenue.

Worksheet updated October 20, 2026. Verify changing requirements before relying on them.