Evidence

Case Studies

University Course Pilot (Placeholder)

In a 6-week pilot with 120 students, CLARA improved reflection quality and reduced grading friction.

+38%

Reflection depth

−27%

Policy issues

2.5h

Teacher time saved/wk

Teacher class report, anonymised — Sample class report — aggregated minutes, scores, and tools.

Student weekly portfolio and JSON transparency — Student dashboard — weekly portfolio + JSON transparency.