The problem
One teacher, forty students, and no practical way to see who was quietly falling behind until the exam said so.
What we built
An adaptive learning platform where an AI tutor adjusts practice to each learner, and teachers get a class view showing exactly which concepts are causing trouble. Every generated exercise is checked against an evaluation set before it reaches a student.
How it went
Teachers stopped guessing where to spend revision time, and struggling students were identified weeks earlier than the previous term.