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EdTech and learning apps

A learning companion that teaches from your curriculum.

Schools and parents are open to AI that helps children learn. They want to know what it draws on, what it keeps and where it stops. Boundlia is designed to make those answers part of your product.

Who it is for

  • Learning app teams

    Building tutors, reading coaches and homework helpers for children and teens.

  • Curriculum and assessment publishers

    Bringing approved lessons and question banks into an AI experience.

  • School platform providers

    Adding AI to products that schools buy, review and approve.

The problem

General-purpose models were not built for a classroom.

A general-purpose model can discuss almost anything, at any reading level, and often answers with confidence when it should not. For a learning product, that breadth is the risk.

Schools ask what the AI draws on, what it stores about a student and how its answers can be checked. Most teams answer with a prompt and a filter, which is hard to show to a reviewer.

  • Answers drift beyond the curriculum and the age group.

  • Student data is kept without a clear purpose or owner.

  • School reviews ask for evidence the team cannot easily produce.

What Boundlia sets

The boundary for a learning product

  1. Knows

    Your approved lessons and curriculum, with the unit or page behind each answer.

  2. Remembers

    Only what the school or parent allows, such as a first name and progress, for a stated purpose.

  3. Does

    Approved actions, such as suggesting the next lesson. Anything else waits for permission.

  4. Declines

    Requests outside the subject or the age group, with a short reason and a way back to learning.

  5. Records

    Each answer and decline, designed so teachers and reviewers can check what happened.

  6. Evaluates

    Our team tests the product against its curriculum, audience and limits before launch.

How it could work

A science companion for ages 7 to 9

A fictional product, shown to illustrate the intended behavior. Not a real conversation or customer.

  • Inside the boundary: answered, with a source
  • Outside the boundary: declined, with a reason
  • Sensitive actions: wait for permission
Illustration
A fictional product, shown to illustrate the intended behavior. Not a real conversation or customer.
PurposeScience lessons, grade 3
  1. Why does the Moon change shape?

    The Moon doesn’t really change shape. As it travels around the Earth, we see different amounts of its sunlit side.

    Answered · Source: Science lessons, Unit 6

  2. Can you just write my homework for me?

    Writing it for you isn’t something I do, but I can help you plan it. What do you already know about the Moon?

    Declined · Outside its role

  3. Can you send my score to my teacher?

    Sharing your score needs your teacher’s OK first. I’ve asked for it, and we can keep going meanwhile.

    Waits for permission · Teacher approval

Record

3 requests: 1 answered with a source, 1 declined with a reason, 1 waiting for teacher approval.

Building a learning product?

Tell us about your curriculum, your audience and the limits your schools expect. We’ll start with a conversation about your use case.

EdTech and learning apps · Boundlia