Co-design Pilots

Explore CALLIOPE with your educators.

We work with faculty to test the prototype against real teaching practices, refine the workflow, and define the evidence needed before learner use.

What the pilot includes

Mapping your existing rubrics to the 6-Dimensional Evaluation engine.
Educator onboarding and student kickoff sessions.
A bounded prototype trial for transcription, dialogue, draft scoring, and human review.
A co-design findings summary covering usability, pedagogical fit, risks, and priorities.

We measure the things that matter for pedagogical adoption.

Define how draft AI scores should be compared with educator judgments before making reliability claims.

Explore comfort, accessibility, trust, and whether spoken interaction helps learners articulate their reasoning.

Measure review effort, usefulness of the transcript and rubric evidence, and fit with existing assessment practice.