AI Engineering for Education

Q: How do we know the tutor's answers are right often enough for our course?

We evaluate the tutor on questions from your own course material against your answer keys and report where and how often it fails.

Q: Can we rely on an AI-writing detector to decide a misconduct case?

We test the detector on submissions of known authorship and report its false-positive rate; it can prompt a review by a person, not decide a case alone.

Tutoring and assessment tools tested on your courses, with costs that scale sensibly as enrolment grows.

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Education teams bring us tutoring and assessment tools that answer confidently and wrongly, generative features whose cost per student grows faster than enrolment, and academic-integrity checks that nobody can explain to a student who disputes the result.

How It Connects

Model choice and evaluation land in the LLM Selection Pack and Generative AI; cost per student in the Inference Cost Cut Pack; evidence about what a tool can and cannot be trusted with in AI Governance and Trust.

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Education AI FAQ

How do we know the tutor's answers are right often enough for our course?

We evaluate it on questions from your own course material, graded against your answer keys, and report where it fails as well as how often. The result is a pass rate on your content, not a benchmark score from someone else's.

Can we rely on an AI-writing detector to decide a misconduct case?

We test the detector on your submissions where authorship is known and report its false-positive rate. On that evidence it can prompt a closer look by a person; it should not be the only evidence in a case.