Goal: Frame the product as a calm academic workspace, not a chatbot.

Look for: Reasoning health snapshot, current guided study spaces, and the live circuit lesson.

Goal: Show why the learner needs guardrails and what the platform is trying to strengthen.

Look for: Mastery bars, personality rails, and the study rhythm panel.

Goal: Show the live lesson board backed by the flow data diagram.

Look for: Stage pill, flow tracker, learning signals, and the right-rail history.

Goal: Progress through the happy path without typing from scratch during the presentation.

Look for: The Autofill judge answer button inserts the next scripted response for the current stage.

Goal: Reach adaptive loop and completion to prove the pilot is actually interactive.

Look for: The flow tracker visits multiple stages and the final state becomes Completed.