Student and staff data, safeguarding obligations, and AI tools arriving in classrooms faster than policy.
Schools, universities and edtech providers handle some of the most safeguarding-sensitive data in any sector, often for genuine minors, alongside staff and research data. AI tools are already inside classrooms and lecture halls, frequently without a formal risk assessment ever taking place — a governance gap regulators are increasingly alert to.
Five questions education teams rarely have a clean answer to
If any of these make you pause, that pause is the gap Praeferre exists to close.
“Do you know which AI tools students and staff are using with institutional data today?”
See how — AI Data Leak Protection“Could you demonstrate verifiable parental consent processes for every under-18 data subject in scope?”
See how — GRC Automation“Do your ed-tech and exam-board suppliers meet your safeguarding and data protection standards?”
See how — Third-Party Risk Management“Is your student information system tested against real attack scenarios, not just an annual scan?”
See how — Penetration Testing“Who holds statutory DPO responsibility for your institution — and do they know the full scope of it?”
See how — DPO as a ServiceQuestions we get asked
The ones this page is built around are GDPR, UK GDPR and DPDP Act. Praeferre monitors all of them from a single engine, alongside anything else on the frameworks list and your own internal policies, so you are not running a separate programme per regulation.
Usually not in intent but in evidence. The questions above are the ones that tend to cause a pause — for example: “Do you know which AI tools students and staff are using with institutional data today?” Closing that kind of gap, and being able to show it is closed, is what the platform is for.
Most often AI Data Leak Protection, GRC Automation, Third-Party Risk Management, Penetration Testing and DPO as a Service — the modules the questions above map to. They share one data model and one dashboard, so evidence gathered for one framework counts towards the others.
Yes. Custom and internal frameworks are modelled in the same engine as the statutory ones, so an internal standard, a contractual commitment to a customer or a sector code of practice is monitored and evidenced the same way.
See what Praeferre would surface in your environment
A short discovery call is enough to map which of these questions are already answered — and which aren't.