Client
GIMPA — Academic Programmes Quality Assurance Directorate
Role
Founder & Principal
Year
2025
OneRubric: An AI Quality-Assurance Pilot at GIMPA
Designing and piloting an AI-assisted course-evaluation platform inside a national institution's quality-assurance directorate.
AIEdTechquality assurance
The brief
Academic quality assurance is labour-intensive and inconsistent. OneRubric set out to make course evaluation faster, fairer, and auditable.
Approach
A six-month pilot structure at a discounted rate, with a credit-toward-acquisition model, after a full gap-and-loophole review of the commercial terms.
What it demonstrates
Building an AI product that institutions can actually adopt means meeting them where their governance lives — not just where the model performs.
Facing something similar?
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