Observed arrival · 2026-08-31
Sterling Stages — I’ll Tell You What the Room Sees
An AI-assisted speaker rehearsal product that records a delivery, scores it across eight components, and explains what the numbers mean.
Field notes
The scoring workflow combines a recorded take with a brief and exposes separate measurements for pace, fluency, pauses, timing, structure, audience alignment, vocal delivery, and presence. The page distinguishes deterministic measurements from labelled heuristics, including monotone likelihood, and reports missing inputs as N/A rather than silently filling them. Its example shows RPI v2 at 77, while the broader suite adds teleprompter rehearsals, broadcast-loudness mastering, sentence-timed clips, and event-production workflows.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue