Engagement
How a Student works through the Level: the pace, the pattern, and where the effort went. Detected from the work, never inferred about the person.
Evidence
Every Level ends in evidence, not just a grade
The platform captures the journey, including every AI input and output. Every number traces to raw events you can inspect.
What is captured
Mizain measurement signals
Mizain captures the work as it happens: how Students engage, what they produce, and how they explain it back.
Output
The artifacts the Student produced, with the AI assistance behind each one made visible. Assistance transparency travels with every artifact.
Transmission
Your Students explain it back in their own words, recorded at the close of the Level and scored against your criteria.
Attestation
Nothing consequential is decided from the signals alone. The Faculty member reviews the Evidence Summary and attests it.
The Evidence Summary
What a Faculty member actually receives
Completion, Quality, Engagement profile, Assistance transparency, Transmission, and Flags. Never a single score. While a flag is open, the Level shows Under Review.
The measurement preset and the rubric are set per Level, by you. Every number clicks through to the events beneath it.
Proof of Learning
A signed, recomputable record of the Level: the Faculty member attests it, the Student keeps it. Deterministic and recomputable; if the recomputation does not match, the record fails.
Map your rubric to what Mizain measures
Bring the rubric you already use. We will show how its criteria map to the signals and the Evidence Summary a Level produces, so the course keeps its standards and gains its evidence.