YOUR FIRST AI PRODUCT DECISION

The launch room.

Would you give this agent permission to refund?

A support agent looks ready. Inspect the evidence, choose a release plan and revise it as the constraints change.

Free, including feedback4 decisionsNo account needed

DECISION 1 OF 4

The demo works. What can ship?

Practice desk

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EVIDENCE 01 / FAILURE SEVERITY

90%correct completion
Correct completion
216 / 240
Safe handoff
12 / 240
Incorrect answer
8 / 240
Unauthorized refund
4 / 240

Mutually exclusive sandbox outcomes. The headline combines failures with very different consequences.

You own a refund assistant for a fictional retailer. The proposed release can issue refunds without human approval. In a sandbox test, 216 of 240 requests completed correctly. Four issued a refund outside the customer's authorized scope. Support wants relief from repetitive work this week.

What do you authorize next?
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About this case

All companies, events and figures in this exercise are fictional. Feedback is written for these choices; it does not assess your notes or predict an interview result. Every route uses the same evidence packets so you can compare decisions. Reviewed 3 November 2026.

The underlying mechanisms are explained in these primary references: