Shipping Credits test plan
Compare reviewing every eligible case with reviewing a random 10% sample while monitoring task success, escalations, repeat contacts, serious errors, and review hours.
We found 5 workflows
Select one workflow to analyze how human oversight is working.
Demo organization→Customer Support AI→Cases and events
Selection only affects this local prototype.
Customer Support AI workflows
See what humans do today, what SignalBench observed, and which oversight decisions are worth testing.
Illustrative demo data · Last 30 daysOther oversight decisions
Additional workflow-level recommendations from the connected demo product.
Illustrative demo data. Human corrections are evidence—not ground truth. Validate recommendations with a controlled test.
Test oversight changes before adopting them
Create controlled test plans from workflow evidence and compare monitored outcomes.
Active Oversight Policy
Shipping Credits · Customer Support AI
SignalBench continues monitoring task success, escalations, serious errors, and review hours.
Review pattern changed after AI version 3.2
Human correction rate before release1.4%
→After release4.8%
Human corrections increased after the latest AI release. Review the current oversight policy.
Illustrative monitoring example. A persistent event connection is required to detect changes after releases.