The Licensing Decision That Shapes Everything Else

When schools evaluate online revision tools, most of the conversation focuses on content quality, features, and user experience. But it’s the licensing model that determines whether a platform actually gets used — or sits unused after the initial enthusiasm fades.

The wrong licensing model creates barriers. If students need individual subscriptions, equity issues emerge. If teachers can’t access student data, the tool becomes invisible to the school. If pricing scales unpredictably, budget holders get nervous.

For secondary schools running Cambridge and Edexcel programmes, getting the licensing right is as important as getting the content right.

Common Licensing Models — and Their Trade-Offs

Per-Student Subscriptions

Students (or parents) pay individually. This works for consumer products but creates problems in schools: some families can afford it and others can’t, creating a two-tier experience. Schools also lose visibility into usage and performance data.

Freemium Models

Basic access is free; premium features cost extra. This sounds appealing but often means the free tier is too limited to be useful, while the premium tier lacks institutional controls. Teachers end up recommending a tool they can’t actually manage.

Site Licences

The school pays a flat fee for unlimited access. Simple and equitable, but can be expensive for smaller schools. Works well when adoption is high; poor value if only a few departments use it.

Classroom or Department Licences

A middle ground: the school licenses access for specific year groups, classes, or departments. This allows targeted rollout (start with Year 11 exam classes, expand later) without committing to a whole-school cost before proving value.

What Secondary Schools Actually Need

Based on how schools typically adopt revision tools, here’s what the licensing model should support:

Teacher and student access on the same licence. Teachers need to assign work, monitor progress, and review analytics. If teacher access is a separate cost or requires a different product tier, adoption drops.

Flexibility to start small. Most successful EdTech adoptions start with one department or year group and expand based on results. The licensing model should make this easy, not penalise small-scale starts.

Predictable costs. Budget holders need to know what they’ll pay this year and next. Per-use pricing or models that charge more as usage increases create uncertainty.

Admin simplicity. Adding and removing students at the start of each academic year shouldn’t require a support ticket. Bulk upload via CSV or integration with your MIS keeps things manageable.

Data ownership. Student performance data belongs to the school. The licensing agreement should make this explicit, including what happens to data if you don’t renew.

How AI Buddy Handles Licensing

AI Buddy’s licensing model was designed around how international schools actually work:

• School-level licences that cover both teachers and students, so there’s no barrier to teacher adoption.
• Department or year-group rollout — start with your exam classes and expand when you see results. No penalty for starting small.
• Transparent pricing that doesn’t change based on how much students use the platform. More practice should be encouraged, not penalised.
• Simple onboarding — schools can get classes set up and running within a day, not a term.
• Full data access — teachers and school leaders see all performance data through their dashboards, and the school retains ownership of that data.

This means the licensing model supports rather than obstructs the pedagogical goals: getting students practising regularly, giving teachers visibility, and providing school leaders with evidence.

Making the Right Choice

When comparing licensing options, don’t just compare sticker prices. Consider:

• Total cost of access — include any per-user fees, setup costs, and training expenses.
• Adoption likelihood — a cheaper tool that nobody uses costs more than a moderately priced one with high engagement.
• Renewal terms — understand what happens to student data and teacher resources if you switch platforms.
• Support included — is onboarding and training part of the licence, or an additional cost?

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Interested in licensing AI Buddy for your school? Book a conversation to discuss options for your specific setup, or explore the platform to see what your teachers and students would get access to.