Medical Education

Prosper Learning Sciences

"Adaptive learning for high-stakes credentialing."

Bethesda, MD ·$260M ARR, 900 employees, USMLE / NCLEX / MCAT / DAT test-prep

The Story Hook

What's happening at Prosper Learning Sciences?

USMLE Step 1 Spring 2026 cohort runs completion at ~10.6% against a chain average of ~41.4% (-3.31σ). The drop-off concentrates on the Pathology-Cardiology module.

The People

Three protagonists.

Hero Persona

Sonia Mangalath

VP Learner Success

"One cohort. One module. Two subject areas. That's the story."

Protagonist

Yosef Adelabu

Cohort Success Lead, Step 1

"Retune content sequencing before the next cohort opens."

Analyst

Casimir Weatherill-Odogwu

Learning Analytics Analyst

""


Pick this one

Ready to build?

In Beat 2 of the workshop, you'll pick Prosper Learning Sciences as your storyline. Claude Code has already read the semantic model, knows the personas, and understands the signal in the data. You describe the dashboard you want in plain English. It builds.

← All 25 industries How it works