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Onboarding Audit
The path of a new teacher, from first login to the first lesson, reviewed across all five dimensions.
The point where most teachers decide whether to come back.
Education Domain Expert for EdTech
I'm a classroom teacher with hands-on AI experience. I review AI products for education the way teachers will meet them: in a real lesson, with real students, on a real school day.
Product-market fit isn't enough. You need classroom-reality fit.
Many education products are built for the classroom as the team imagines it. Classroom-Reality Fit is how well a product holds up in the classroom as it actually is: 35 students, a lesson that starts late, a teacher who has never seen your onboarding.
The service
A structured review of your product through a teacher's lens, across five dimensions. You receive a ranked findings report and a summary meeting with your team.
Does the product solve something teachers recognize as their own problem, well enough to change how they work?
Where a teacher gets stuck, loses time or gives up, from first login to a full lesson.
Who decides what, where a human checks before an output reaches students, and whether learners still do the thinking.
Class size, devices, timetables, curriculum and assessment: the conditions your product will actually meet.
How the product feels to teachers and learners: trust, a sense of control, workload, dependency, and who might be left behind.
Start here
The path of a new teacher, from first login to the first lesson, reviewed across all five dimensions.
The point where most teachers decide whether to come back.
Next step
Onboarding, an everyday lesson with a full class, and the learner experience, including learners who struggle.
For teams preparing a pilot, a launch or a wider rollout.
How we work together
Work
I don't only review AI products for education. I build them, starting from what a teacher actually needs on a working day.

AI teaching skill
A teacher asks for a kit on a topic. kitmora builds a complete, consistent set of teaching materials around the same learning goals:
Each part is built and approved in stages, and checked for consistency with every other part before delivery.

About
I'm a Tanakh teacher in a six-year school, and I wrote and lead its entrepreneurship and AI excellence track, where students build ventures in teams that work like product companies.
I have taught across a wide range of classrooms: matriculation classes, learners with diverse needs, new immigrants. That range is what I bring to every product review.
קהילה ארצית של יותר מ־800 מורות ומורים לתנ״ך: חומרים, סדנאות ובינה מלאכותית בהוראה.
Contact
Tell me a little about what you're building, and I'll get back to you to set up a short intro call.
Email me at [email protected]