Telemetry drills that respect PIPA without washing out signal

We start every telemetry sprint with a minimization pass written in plain language. Participants justify each field as if explaining it to a shopper on the phone.

PIPA references appear as practical checklists—what to disclose, when to delete, how to document transfers—not abstract lectures. Legal partners still review final production systems.

Drills include sampling math so teams see how aggressive throttling changes confidence intervals. That quantitative honesty prevents dashboard theater.

We end with a mock leadership readout where executives ask uncomfortable questions. Coaches score clarity, not charisma.