Catch the signals of distress — before a crisis.
Consent-first AI decision support for school and university counsellors. Powered by Mental-RoBERTa, reviewed by humans, built for trust.
The problem
The signals are there. The capacity to see them in time is not.
Around 720,000 people die by suicide annually worldwide. Most showed warning signs first.
A single school counsellor can be responsible for hundreds of students. Meaningful check-ins with everyone is mathematically impossible.
An estimated 90% of at-risk youth show warning signs — but a sign no one sees in time is not a sign.
The solution
Decision support that gives counsellors an earlier warning — without crossing into surveillance.
Consent workflow that runs itself
ML risk detection, human-reviewed
A rolling risk view for follow-up
Our commitment
Four ethical safeguards we will not compromise.
Consent-first
Human-in-the-loop
FERPA / COPPA aware
Data minimisation
Diana Opiyo
Founder, Lead Developer & ML Engineer
Built from research to production — training the model, designing the consent-first product, and shipping the platform.
About us →Recognition
Ready to see MindGuard in action?
We'll walk you through the consent workflow, the tracking dashboard and the multi-platform monitoring — with your school's data in mind.
Request a demo