ABOUT PRUUVA

The trust layer for human capability

Our thesis

AI has broken the connection between written output and understanding. A student can submit a polished essay without comprehending a single concept in it. This isn't a cheating problem — it's a measurement problem.

The solution isn't detection. It's verification. The best way to know whether someone understands something is to ask them about it. Pruuva makes that conversation happen at scale — structured, fair, and evidence-based.

What we believe

Evidence over accusation

We don't flag students. We gather evidence of understanding and present it to teachers for judgment.

Fairness is non-negotiable

Pruuva adapts to language, communication style, and accessibility needs. Every student deserves a fair assessment.

Teachers make the call

Pruuva is a tool, not a judge. It produces evidence; teachers decide what it means.

Privacy by design

Student conversations are not training data. Retention is configurable. Compliance is built in.

Where we are

Pruuva is in early development. We're working with a small group of educators to refine the probe experience and build something genuinely useful. If you're interested in shaping what Pruuva becomes, we'd love to hear from you.

Join the early access