Beginner Academy Reader

Experimentation Labs Strategy

Run public-facing AI labs that balance rapid iteration with responsible governance, telemetry, and user delight.

beginner•4 / 9

Telemetry essentials

Track entry funnels (invitations sent vs activated), active usage, retention, and feature-specific interactions.
Instrument error logging and latency to catch technical issues early.
Map feedback sentiment (positive, neutral, negative) against user segments.
Build dashboards accessible to experiment owners and leadership.

Section 4 of 9•