OningEdu

Core Features · Features & Capabilities

Education AI guardrailsBuilt for compliance officers.

The challenge

Compliance officers face the constant risk of 'hallucinated' pedagogical content and the manual burden of auditing vast volumes of unstructured chat data for safety violations.

How AI Professor™ helps

AI Professor utilizes Retrieval-Augmented Generation (RAG) locked specifically to NCERT and school-provided textbooks, ensuring the model never drifts from the approved syllabus. The platform includes a robust moderation layer that logs all student queries and flags non-academic behavior for administrative review via specialized parent and admin dashboards.

Why compliance officers pick AI Professor™

Most "education ai guardrails" pitches are a thin wrapper around a generic LLM. AI Professor™ is the opposite: deeply integrated with features & capabilities workflows, with branding, rosters, syllabus, exams and admin controls every decision-maker recognises.

What's in the box

A branded portal, an AI Teacher persona for every subject, 24×7 doubt-clearance, auto-graded worksheets and exams, handwriting evaluation, parent dashboards in regional languages, and a real admin console — usage, safety incidents, faculty workload.

Pricing & deployment

from $0.99 per student per month. A 14-day pilot covers branding, syllabus loading, teacher onboarding and parent communication. Full rollout typically takes 4–6 weeks.

Compliance & safety

Syllabus-aware, exam-pattern aware, with a mandatory safety layer and per-institution admin controls.

Frequently asked questions

How does AI Professor prevent the model from answering non-syllabic questions?

Through strict system prompting and RAG architecture, the AI is restricted to the specific heatmaps of your institution's syllabus. If a student asks a question outside the vetted curriculum parameters, the AI is programmed to redirect the student to academic topics or inform them that the query is outside its scope.

What measures are in place to ensure data privacy under the DPDP Act?

The platform anonymizes PII before processing and utilizes secure, localized server instances to ensure that student data is not used for retraining underlying foundation models. All logs are encrypted and accessible only to authorized compliance officers through the centralized administrative dashboard.

Does the AI provide citations for the textbook information it provides?

Yes, every response generated in 'Coach Mode' or for doubt clearance provides direct attribution to the specific chapter and page of the uploaded PDF or textbook. This transparency allows compliance officers to verify that the AI is not generating independent or unverified academic claims.

How is the 'Coach Mode' moderated for pedagogical safety?

Coach Mode uses a specific heuristic that prevents the AI from simply giving away answers to homework. It acts as a Socratic tutor, guided by safety filters that ensure the tone remains appropriate for minors and adheres to the school's specific behavioral conduct policies.

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