Conversational assessment for modern schools
AI assessment that listens to how a student thinks —
not just what they write.
Proctor delivers a patient, one-on-one academic dialogue to every student in your school — grounded in the chapter they just studied, aligned to your board, and ready for your PARAKH Holistic Progress Card. No extra curriculum. No extra teacher hours.
✦ Free for design-partner schools | ✦ Works on any device | ✦ No new curriculum to prepare
- CBSE & State Board Aligned
- NEP 2020 Compliant
- PARAKH / HPC Ready
- NCERT-Grounded
What Proctors Is
A curriculum-native AI assessment platform — built for Indian schools, scaled for classrooms of 40.
Most assessment platforms measure whether a student got an answer right. Proctors measures whether a student understood why.
The platform sits directly on top of the curriculum your school already teaches. After a chapter is covered in class, a teacher assigns a Proctor assessment. Every student — not just the fast ones, not just the ones who raise their hand — gets a private, voice-based AI dialogue built around that exact chapter. Proctor asks, listens, follows up, and produces a per-student insight report the teacher receives the same week.
Conversational AI
Voice + text assessment delivered as a one-on-one dialogue — not a quiz, not a form.
NCERT Question Engine
Questions auto-generated from your board's chapters, tagged by Bloom's Taxonomy level.
Insight Reports
Per-student reports on conceptual depth, communication, and identified gaps — HPC-aligned.
The Difference
Two students can arrive at the same mark by entirely different routes.
A test confirms whether an answer was correct. It rarely reveals whether the student understood why.
With forty students in a classroom, there is seldom time to find out.
Proctors makes that time.
Same score. Different understanding.
Illustrative example.
Platform Features
Stacking deckEverything a school needs to run AI-powered individual assessment — at classroom scale.
Conversational AI Assessment Engine
Proctor conducts a structured voice or text dialogue with each student — asking one well-chosen question, listening to the response, and following up precisely where it matters. Not a chatbot. Not a quiz. A bounded, curriculum-grounded academic conversation managed by a compiled AI state machine.
Every student gets an experience that feels like being asked, not tested — which is exactly when students think most honestly.
NCERT & Board-Aligned Question Bank
The platform ingests NCERT PDFs, parses them by chapter and section, and generates questions mapped to CBSE and state board syllabi — tagged by Bloom's Taxonomy level (recall, application, analysis) and citing the source text.
Every question Proctor asks is grounded in what your students already studied. No new content to create. No mismatch with what was taught.
Dual Speech Engine
A self-hosted speech stack (Kokoro TTS + Whisper STT) handles primary voice interaction, with the browser's native Web Speech API as a fallback when local services are unavailable.
Consistent voice assessment across the range of devices and connectivity conditions common in Tier 2/3 schools — with no interruption to a student’s session.
Automated 11-Step Evaluation Pipeline
Every assessment transcript runs through an asynchronous pipeline: cleanup, concept mapping, gap detection, and final report compilation — with a four-tier AI fallback chain (Groq → OpenAI → Gemini → deterministic local evaluator) so no evaluation fails because of a provider outage.
Consistent, reviewable evaluations for every student — even at 300 assessments a week.
Teacher Insight Dashboard
Insight reports surface per-student conceptual gaps, communication quality, and understanding depth — not just a percentage. Teachers receive a readable report for every student in the class, in the same week the chapter was taught.
Thirty diagnostic conversations a teacher doesn't have time to hold, turned into a report worth reading — without adding to evening workload.
HPC-Aligned Compliance Reports
Proctors auto-generates structured evidence of communication, reasoning, and conceptual understanding — mapped directly to PARAKH's Holistic Progress Card criteria. No manual logging. No end-of-term scramble.
Board-ready documentation, generated automatically as assessments happen — not compiled under pressure at the end of term.
Human Review Panel
Reports below a confidence threshold are automatically flagged and routed to a teacher review queue — with raw and cleaned transcripts, audio playback, and score-override capability. Every override is logged in an audit trail.
No automated report leaves without a confidence check. The teacher's judgment is always the final layer.
Secure Assessment Distribution
Assessments are delivered via 24-hour tokenized links with role-based access control — assigned by class or individual, with automated email invites. No student accounts to create. No app to download.
Students access their assessment securely from any device, with nothing to install and no credentials to remember.
How It Works
The same curriculum. A more complete picture.
Learn
The student's chapter stays the same. Nothing new to study. No separate app to open.
Assess
The teacher assigns a Proctor assessment in under two minutes, linked to the chapter just taught.
Converse
Proctor asks one curriculum-grounded question. The student responds — by voice or text. Proctor follows up once, precisely where it matters.
Understand
The evaluation pipeline processes how the student answered — not merely what they said — mapping response quality against Bloom's-tagged learning outcomes.
Improve
The teacher receives a per-student insight report. The student, for the first time, has a record of how they explained what they know — and where their understanding needs work.
The subject stays the same. The chapter stays the same. What the school gets to see does not.
Product
One conversation becomes evidence.
Watch how a student's explanation turns into structured insight — live, while the conversation happens.
Proctors
“Can you explain how you arrived at that answer?”
Student
“I thought the pattern changed because the numbers increased by the same amount.”
Proctors
“Good start. Can you test that rule against the next number in the series?”
Why Now
NEP 2020 required a different kind of evidence. PARAKH made it official.
NEP 2020 asked schools to move beyond marks — to assess communication, reasoning, and conceptual understanding as part of a student’s formal record. PARAKH and the Holistic Progress Card turned that expectation into a compliance requirement.
Most schools are meeting it today with paper logs, teacher notes, and manually filled forms — kept by hand, every class, every term. That approach does not scale, and boards know it.
Proctors gives schools a way to produce that evidence automatically — grounded in the curriculum they already teach, formatted for the documentation boards already require.
50% of Class 10 and 12 CBSE board questions are now competency-based.
The schools that produce competency evidence now will not be caught scrambling later.
Built For
Stacking deckClarity for leadership. Time for teachers. Confidence for students.
See what your board already expects — without adding manual documentation work.
Proctors gives principals and academic heads HPC-aligned evidence of communication, reasoning, and understanding — for every student, every chapter — auto-generated instead of hand-noted. Use it to demonstrate competency-based assessment compliance at board inspections, parent meetings, and academic reviews.
- HPC-ready reports, auto-generated from assessment data
- School-wide and class-level insight dashboard
- Audit trail for every evaluated assessment
Thirty diagnostic conversations you never have time to hold — turned into a report worth reading.
A teacher creates an assessment in under two minutes. Proctor runs it for every student. The teacher receives per-student insight reports — what each student understood, where gaps exist, and how their communication compares — without a single extra paper to grade.
- Assessment assignment in < 2 minutes
- Per-student reports in the same week
- Human review override for flagged assessments
- No additional grading workload
It feels like being asked — not tested.
One question, one follow-up, no clock running. A student thinks out loud, explains what they know in their own words, and is never penalised for a wrong answer mid-explanation. For students who rarely get called on in a classroom of forty, this is often the first time someone has asked them to explain something — and actually waited to hear the answer.
- Voice or text — student's choice
- Works on any device, no app required
- Low-stakes, conversational format
- Built around the chapter they already know
Early Signal
Built with schools. Validated in classrooms.
“Proctor asked our students questions we hadn't thought to ask in class. The reports showed us gaps we'd missed entirely.”
“In [X]% of assessments, students who scored identically on the written test showed measurably different conceptual depth when asked to explain.”
Trust & responsibility
Schools trust us with their students. We act like it.
Student data privacy
Data handling aligned to India's DPDP Act. Student records stay with your school — never sold or shared.
School-controlled setup
Your curriculum and configuration stay under school control, with role-based access.
Human oversight
Reports below a confidence threshold are flagged for teacher review — judgment stays with educators.
Secure access & responsible AI
Secure tokenized access and responsible AI use — assessment judgment stays with teachers.
Pricing
Founding-cohort pricing.
Proctors is onboarding a founding cohort of design-partner schools on a structured free pilot. Pilot schools get full platform access, hands-on onboarding, and first-mover pricing when the paid phase begins. Full pricing details coming soon — apply for the pilot to lock in founding terms.
Apply for the Free Pilot →See Proctor with your school's own curriculum.
We're running a structured free pilot with a small cohort of design-partner schools. Pilot schools receive full platform access, hands-on onboarding support, and first-mover pricing when the paid phase begins.
What the pilot includes:
- Full platform access for one subject and grade band
- AI-generated assessments from your existing curriculum
- Per-student insight reports for your teaching team
- Direct access to the founding team for feedback and support