Company
An early-stage company building adaptive exam-prep AI on AWS.
Most study tools — and most AI homework helpers — treat every topic as equally worth your time. But a score isn't moved by reviewing what you already know. It's moved by the handful of topics you keep getting wrong under pressure.
aistudents.app is an exam-prep copilot built around that idea. It's tied to a specific exam, generates practice in that exam's real format, and keeps a running model of where each student is weak — so every minute of study goes where it changes the outcome.
We're starting with the SAT and expanding to AP subjects, professional exams, and individual university courses. The same engine powers a cohort view for tutoring centers and bootcamps.
We're an early-stage company building genuinely adaptive AI — a model of each student that's designed to get more useful the more it's used.
Built on AWS
Inference on Amazon Bedrock
Practice questions and explanations run through Amazon Bedrock with two-tier model routing: a small, low-cost model handles routine generation, and only the highest-value "here's exactly why you got this wrong" moments escalate to a stronger model.
Quality stays high; cost per session stays low — which is what makes a generous free tier and healthy margins possible at the same time.
A proprietary adaptive model
The adaptive weak-spot engine — the model of what each student knows and what predicts their score — is our own work, and it's where the real value sits on top of the base model.
As outcome data accumulates, we plan to fine-tune a purpose-built scoring model on Amazon SageMaker, so predictions are designed to improve the more the product is used.
The company
Talk to us
Questions, press, or partnerships — including tutoring centers and accelerators — reach the founding team directly.
hello@aistudents.app