Why "Hitting the Metrics" Is the Wrong Readiness Test
On-time delivery rate (OTDR), valid tracking rate (VTR), and seller-initiated cancellation rate look like the natural readiness test. They are not. They are outcomes, lagging indicators. A dashboard that is green today tells you nothing about week six of the trial, when your 3PL changes its shift schedule, a carrier reroutes a zone, or a label API starts failing silently.
The metrics are produced by control points you can inspect before you apply: order cutoff, pick and pack throughput, service coverage, label purchase, first scan, tracking mapping, and exception recovery. Each one is measurable and assignable to an owner. If every control point holds, the metrics follow. If one control point breaks, no amount of dashboard-watching saves the trial.
So this article uses one framework throughout: Amazon Requirement, Operational Control, Required Evidence, Failure Mode, Owner, Go/No-Go. For each requirement Amazon publishes, you identify the control that produces it, the evidence that proves the control works, the way it typically fails, and the person or system that owns it. Only then do you make the call.






