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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.

Where it helps

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.

Example

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.

    Questions

    • 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.