AI tutor built on Socratic method — rescued from a failed codebase
Elite Medical Prep · US & Israel
Elite Medical Prep had an AI tutor stuck in a failing codebase. We rescued it, rebuilt it on the Socratic method, and shipped to production in two months.
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We started fresh, rebuilt the platform in two months, and shipped a working AI tutor grounded in their Socratic methodology — the kind that doesn't give answers, but guides students to find them.
The challenge
An AI medical tutor that teaches the way the best doctors do — by asking, not answering — but the existing codebase couldn't get it to production. The product was good; the foundation wasn't.
What we built
We rebuilt it around the Socratic method: the tutor probes, the student reasons, the model adapts. A clean architecture replaced the one that was holding the idea back.
The outcome
From inherited, failing code to production in two months — with the pedagogy, not the platform, back in the spotlight.
Outcome
- 2 months
- 100+
- 4–5×
- Live
What client say
"If I had another AI idea and wanted to pursue it, I would just use your company. It wouldn’t be a question."
Tech Stack
Building an AI product in medicine or education?
These are domains where getting it wrong has real consequences. Let's talk about what you're working on.
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