AI case study

CourseraModel evaluation

Engineers relied on fragmented spreadsheets and manual reviews to test AI. Now, an automated framework continuously validates models.

Published|10 months ago

Key results

Grading Turnaround
1 minute
Feedback Volume
~45x
Course Completions
16.7%

Result highlights

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The story

Context

A global online educational platform integrating large language models to scale user support and grading across its extensive course catalog.

Challenge

Engineering teams relied on fragmented offline spreadsheets, manual data reviews, and isolated scripts to detect errors in newly developed tools....

Solution
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Scope & timeline

  • 90% learner satisfaction with AI learning assistant

The company

Coursera logo

Coursera

coursera.org

Online learning platform for university degrees, certifications, and courses.

IndustryEducation & Training
LocationMountain View, CA, USA
Employees1K-5K
Founded2012

The vendor

AI observability and evaluation platform that helps developers build, test, and monitor LLM-powered applications.

IndustrySoftware & Platforms
LocationSan Francisco, CA
Employees11-50
Founded2020

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