Classroom AI policy compliance tools.

Tools that help schools enforce AI-use policies — detect, allow, log, train.

One-quarter buildHot — multiple deals per month

Why now

Every district has an AI policy. None can enforce it. The compliance + workflow layer is wide open.

Repos with LMS adapters (Canvas, Schoology, Google Classroom), policy DSLs, and detection-or-attribution models.

We name publicprojects + categories only — never founders we track inside the paid product. The buyer’s edge stays inside the product.

A blanket ban + AI detection that doesn't work.

Wedge with school districts. The moat is the LMS integration + the policy DSL + the teacher workflow.

Personalized tutor LLMs — 1:1 LLM tutors specific to a subject and a grade level.
No-code curriculum builders — Drag-and-drop curriculum building for teachers + tutors + creators.
Video comprehension assessment — AI-generated questions and assessments from instructional video.
Language learning with voice clone — Practice conversations with AI-voiced native speakers across accents and registers.

EdTech · sub-niche

Tools that help schools enforce AI-use policies — detect, allow, log, train.

One-quarter buildHot — multiple deals per month

Every district has an AI policy. None can enforce it. The compliance + workflow layer is wide open.

Repos with LMS adapters (Canvas, Schoology, Google Classroom), policy DSLs, and detection-or-attribution models.

We name publicprojects + categories only — never founders we track inside the paid product. The buyer’s edge stays inside the product.

A blanket ban + AI detection that doesn't work.

Wedge with school districts. The moat is the LMS integration + the policy DSL + the teacher workflow.

Personalized tutor LLMs — 1:1 LLM tutors specific to a subject and a grade level.
No-code curriculum builders — Drag-and-drop curriculum building for teachers + tutors + creators.
Video comprehension assessment — AI-generated questions and assessments from instructional video.
Language learning with voice clone — Practice conversations with AI-voiced native speakers across accents and registers.