FOR EDUCATORS
The conversation every teacher wishes they had time for
You know the best way to verify understanding is a conversation. Pruuva makes that conversation happen — for every student, every assignment. No course redesign. No student training.
THE PROBLEM
You already know what's broken
You suspect the work isn't theirs
A paper reads too well. The vocabulary shifts mid-paragraph. You can feel it — but you can't prove it. And accusing a student without proof damages trust you've spent a semester building.
You don't have time for 1-on-1 checks
The best way to verify understanding has always been a conversation. But with 80, 150, or 300 students, there's no way to sit down with each one. So you grade the text and hope for the best.
Detection tools don't solve the problem
AI detectors give you a percentage — not proof. They flag non-native English speakers disproportionately. And every semester, they get less reliable as writing tools improve.
YOUR WORKFLOW
Three steps. Five minutes to set up.
Assign as usual
Add a Pruuva probe to any existing assignment. Upload your rubric or use a template. Set the deadline. That's it.
Students submit and speak
Students submit their written work, then complete a 15-minute oral probe on their own schedule. Questions are generated from their specific submission and adapt in real time.
Review structured evidence
You receive per-rubric comprehension scores, quoted transcript evidence, flagged concerns, and an at-a-glance summary. Everything you need to grade with confidence.
WHY EDUCATORS CHOOSE PRUUVA
Evidence that changes how you grade
Evidence you can stand behind
Per-rubric comprehension scores with quoted transcript evidence. When a student demonstrates understanding, you see exactly where. When they can't, you see that too.
15 minutes per student, fully automated
Pruuva conducts the oral probe for you. Students complete it on their own time. You receive a structured report — not a recording you have to watch.
Fair for every student
No demographic bias. No false accusations. The probe adapts to each student's pace and communication style. Every student gets the same opportunity to demonstrate what they know.
Your judgment stays at the center
Pruuva surfaces evidence and flags concerns. You review, adjust, and decide. It augments your professional judgment — it never replaces it.
No course redesign required
Students submit their work as usual — PDF, DOCX, or pasted text. Pruuva generates questions from their submission. You add it to any existing assignment.
Per-rubric, not pass/fail
Understanding scores mapped to each rubric dimension you care about. Not a single binary grade. Not a probability score. Structured evidence of comprehension depth.
WORKS EVERYWHERE
Any assignment. Any discipline.
Pruuva generates questions from each student's own submission, so it adapts to whatever they wrote — regardless of subject.
Research papers
Verify that students understand their own methodology, sources, and conclusions — not just that they can assemble a bibliography.
Case studies
Confirm they can apply frameworks to new scenarios — not just cite the ones from the textbook.
Lab reports
Check that they understand the science behind their results, not just the format of the writeup.
Creative projects
Explore the reasoning, influences, and choices behind creative work that's hard to evaluate on paper alone.
Group projects
Assess individual understanding when work is collaborative. Every team member gets their own probe.
Thesis & capstone
Deep-dive into methodology and argumentation before committee review. Surface gaps early.
Reflective essays
Distinguish genuine reflection from performative writing. Probes explore the thinking, not the prose.
Technical submissions
Verify students understand their own code, designs, or calculations — not just the output.
THE SHIFT
From suspicion to evidence
WITHOUT PRUUVA
- You suspect a paper isn't original but can't prove it
- AI detectors give conflicting results
- You spend hours agonizing over whether to confront a student
- Grading becomes an exercise in suspicion management
- Strong students feel untrusted; struggling students feel targeted
WITH PRUUVA
- Every student demonstrates understanding of their own work
- You receive per-rubric evidence with quoted transcripts
- Concerns are flagged with specific passages and responses
- Grading becomes an evidence review, not a guessing game
- Students know the process is fair — because it is
QUESTIONS FROM EDUCATORS
Things you're probably wondering
How long does it take to set up?
Less than five minutes. Upload your rubric or pick a template, attach it to your assignment, and set a deadline. Students see the probe as part of their submission process.
Do I have to listen to recordings?
No. Pruuva gives you a structured report with per-rubric scores and quoted transcript evidence. You read the report — you don't have to watch or listen to anything.
What if a student has anxiety about oral assessments?
Pruuva is designed to feel like a conversation, not an interrogation. Students go at their own pace, can type instead of speak, and have extended time accommodations available. It's not a high-stakes live exam — it's a structured check-in.
Does this work for large classes?
That's exactly where it shines. A 300-student lecture course gets the same quality of individual verification that a 15-student seminar gets. Every student, same depth of evidence.
Can I customize what it probes?
Yes. Your rubric drives the questions. If you care about methodology, the probe goes deep on methodology. If you care about critical analysis, it focuses there. You shape the conversation through your rubric.
What disciplines does it work for?
Any discipline where students submit written work. STEM, humanities, social sciences, professional programs, creative arts — the probe is generated from each student's own submission, so it adapts to the content.
How is this different from just doing viva voce exams?
Pruuva automates the conversation so you don't have to be in the room. It runs for every student, on their schedule, and gives you a structured report instead of your memory of a 10-minute chat. Same pedagogical principle — completely different scale.
Start grading with evidence
Be among the first educators to know what their students actually understand — not just what they submitted.
Join early access