Industry · Education
We help schools and universities plan for AI, and build tools that give step-by-step feedback on exactly where a solution went wrong.
01
Worked solutions
Generate solutions that show every step and why it follows.
02
Step feedback
Point to the first wrong step in a student's working.
03
Question design
Check that a question has exactly one valid answer.
A short example of the kind of trace this work produces.
Reasoning · Mathematics
Question
What is the sum of the first 100 odd numbers?
Illustrative example, not live model output.
It does not have to. For learning, it points to the first step that went wrong and explains why, instead of handing over a full solution.