Central Asian Language Proficiency Program
Speaking-section scoring time cut by 87%, rater agreement raised to 0.91 with AI moderation in the loop.
The challenge
A national language-proficiency program needed AI-assisted speaking-test scoring with human moderation, bilingual (Uzbek + Russian) delivery, and government-grade audit trails.
Our approach
Corpshore built a custom AI scoring pipeline for the speaking section calibrated against expert raters, a tablet-based onsite delivery network, and a bespoke admin platform for the ministry to track candidate progress.
Outcomes
Speaking-section scoring time cut by 87%, rater agreement raised to 0.91 with AI moderation in the loop.
- −87% — Scoring time
- 0.91 — Rater agreement
- 75k — Annual candidates
- 8 wks — Delivery window
“We needed defensible AI scoring that our ministry could explain to candidates and parliament. Corpshore delivered exactly that.”
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