You know what your classroom needs.
Metis makes it buildable.

Start with one real classroom need. Metis asks a few good questions, checks for privacy risks, and turns what you know into a clear, build-ready plan for AI. You stay the expert.

Start messy. No names needed. Metis will help shape it into a plan.
Next: answer a few questions → review the plan → use it with AI
Teacher-led · Privacy-checked · No student names needed

You don't need to know how AI works. You just need to say what you know.

Metis is an early product experiment built with educators in mind.

From classroom judgment to a build-ready plan

1
Start with a real need
What keeps happening, what you wish were easier, or what you want to make possible.
2
Answer a few good questions
Metis clarifies the people involved, the situation, the constraints, the privacy risks, and what a useful solution has to accomplish.
3
Review the plan
Metis turns the conversation into a structured plan. You review it before anything moves forward, and can edit, remove, or reshape anything that does not feel right.
4
Build with AI
Take the plan to the tool you already use: Claude, Gemini, Lovable, Replit, or whatever your school prefers.

Plans for the moments that usually stay in your head

Start with something you wish existed or worked better, and Metis helps make it concrete. Some of these become a prompt you paste into the AI you already use. Some are worth building. Metis helps you tell which.

Substitute context
Capture the routines and judgment that normally live only in your head, and turn them into something a substitute can actually use.
New-aide handoff
Help someone new understand what to try first, what to avoid, and what success looks like in the moment.
Adapting an activity
Reshape one activity so every student can take part, without losing the point of the lesson.
Differentiated reading
Turn one classroom need into a plan for adapting material across levels, while preserving the purpose of the lesson.
Classroom grouping
Turn the rules you already use when forming groups into a clear plan a lightweight tool could follow.
Quick understanding check
Turn the goal of today's lesson into a simple way to surface what students understood, and where their thinking broke down.

Metis is not here to replace teacher judgment

Generic AI tools can write polished answers from vague prompts. That is not enough for classroom work.

Teachers already know the context: the students, the routines, the moments that go sideways, and the details that should not be shared. Metis helps translate that expertise into a clear, privacy-aware plan AI can actually use.

The thinking stays visible. The teacher stays in control.

Built for student privacy from the first sentence

Metis encourages you to start without names or identifying details. It checks for student-privacy risks before creating a plan and keeps the review step in your hands.

Metis has no database and no account, so nothing you type is saved here. To write your plan, your conversation is sent to Anthropic, the AI provider behind Metis, and is handled under their terms rather than ours. That is the one place your words go, and it is the reason to start without names.

  • No student names needed
  • Privacy risks flagged before the plan is created
  • Teacher review before anything is used elsewhere
  • Designed for better AI handoffs, not student-data storage
  • Usage counts only, never what you write (PostHog, which sets a cookie)

Help shape Metis

Metis is an early product experiment.

I'm talking with teachers, instructional leaders, edtech teams, and others working in schools to understand where this approach is useful — and where it isn't.

If this problem feels familiar, I'd love to hear how you handle it today.

Talk with me about Metis

Metis is an experiment by Don Cosseboom, a product leader working on AI products, workflows, and human-in-the-loop systems through Arvakura.

Start with one real classroom moment.

You bring the knowledge. Metis helps turn it into a plan you can use with AI.

Teacher-led · Privacy-checked · No student names needed
PLAN
Plan artifact
Plan artifact · Taking shape
Confirm→ Preview→ Review→ Use
Metis is turning your classroom moment into a plan you can review, copy, or use with AI. It fills in below as you talk.