Education
The obvious AI product in education — one that produces the answer — is the one that damages learning. We build tools that scaffold, question and assess, grounded in the institution's own material.
What makes this sector hard
Class sizes
Individual attention is impossible at the ratios most institutions run.
Assessment workload
Educators spending evenings marking rather than teaching.
Academic integrity
Generative tools have made conventional assessment unreliable.
Content maintenance
Course material that ages faster than it can be revised.
Systems that fit the constraints
Socratic tutoring
Assistants that ask guiding questions rather than supplying answers, grounded in course material.
Assessment support
Draft feedback against a rubric, with the educator making the final judgement.
Course-grounded search
Students query their own syllabus and readings with citations back to the source.
Curriculum gap analysis
Detect where material no longer covers what is assessed.
What we design around
Working in education?
Tell us the problem. We'll tell you honestly whether AI is the right tool, and what it would take.