TeachMentorAI Architecture
75 Institutional
capabilities
for every role.
From CBSE question paper blueprints and geofenced check-in to automated fee collections and Socratic student tutors — every workflow operates on one shared institution record.
Explore 75 specsAvg Latency
850ms
Token Markup
0%
Gateway Uptime
99.98%
Dynamic multi-provider routing per institutional workload.
Experience 4 Flagship Capabilities in Action
Click tabs to inspect live mock ERP outputs
Executive Assembly Briefing & Weekly Focus Points
• Academic Momentum: Grade 10 completed Unit 4 Mathematics on schedule with 82% syllabus coverage. Grade 8 science needs 2 remedial sessions on optics before term exams.
• Early Warning Alert (§24): Class 8-B attendance slipped 7% on Tuesday/Thursday afternoons. Physical Education schedule adjustment advised.
• Monday Assembly Talking Point: Commend the Robotics Club for the state inter-school trophy; emphasize daily reading challenge in the newly digitized library.
Directory & Specification
All 75 Institutional Modules
Complete institutional specification (§1–§75) mapped into a single school operating system.
AI 40-Minute Lesson Planner
Generates structured lesson blueprints with pedagogical objectives, 10-minute engagement hooks, hands-on student activities, and exit recaps.
40-min timetable-synced lesson blueprint ready for classroom execution.
Teacher edits and customizes prior to lesson delivery.
AI Question Paper & Anti-Copying Variant Engine
Produces multi-variant examination papers (Set A, B, C) testing identical concepts with shuffled numericals and question phrasing to prevent exam collusion.
Printable CBSE/ICSE aligned papers with teacher answer keys and marking rubrics.
Formal examination cell approval required before printing.
AI Assignment Evaluator & Rubric Grader
Analyzes student submissions against standardized rubrics, drafting constructive conceptual feedback and identifying common cohort misconceptions.
Grading suggestions with inline conceptual correction notes.
Teacher confirms or adjusts marks before gradebook entry.
AI Question Paper Blueprint Architect
Balances Bloom's Taxonomy cognitive levels (Remember, Understand, Apply, Analyze, Evaluate) across sections with strict mark weightage controls.
Balanced question distribution matrix across chapters.
Head of Department (HOD) sign-off.
AI Exam Intelligence & Item Analysis
Post-exam item discrimination analysis spotting questions that were universally missed, pointing to systemic classroom teaching gaps.
Question discrimination curves and syllabus revision alerts.
Advisory diagnostic report.
AI Curriculum Gap Analysis
5-stage pipeline comparing planned syllabus timelines against actual completed lessons, homework assignments, and assessment performance.
Pacing status (Ahead / On Track / Behind) with recovery timelines.
Actionable internal faculty dashboard.
AI Personalized Learning Path Generator
Tailors practice exercises to each student's current mastery level, reinforcing foundational gaps before advancing to complex topics.
Personalized 3-step mastery roadmap for struggling topics.
Constrained strictly to school syllabus boundaries.
24/7 Socratic Student Tutor
Guided conversational AI coach that never solves homework problems directly; instead offers hints, conceptual analogies, and step-by-step scaffolding.
Interactive Socratic dialogue leading students to their own answers.
Strict anti-cheating guidelines; logs visible to teachers.
AI 7-Day Study Timetable Planner
Builds realistic evening study timetables based on upcoming exam dates, homework deadlines, and available evening hours.
Daily hourly revision slots balanced with rest intervals.
Student and parent editable.
AI Rapid Revision Deck & Micro-Quiz Engine
Generates high-yield flashcard summaries, key formula cheat-sheets, and 5-question confidence check quizzes for upcoming chapter tests.
Bite-sized revision cards with self-scoring quizzes.
Directly referenced from approved textbook chapters.
AI Homework Helper & Concept Explainer
Breaks down dense textbook problems into intuitive real-world examples without solving the task for the learner.
Multi-modal concept breakdown with everyday analogies.
No direct answers provided; enforces active learning.
AI Plagiarism & Cohort Collusion Detector
N-gram and semantic similarity audit detecting copied assignment passages, cross-student collusion, and paraphrased AI text.
Originality score badge with flagged matched passage overlays.
Adjudication panel allows teacher to exonerate false positives.
AI Student 360° Academic & Behavioral Profile
Holistic synthesis of attendance records, test trends, assignment turnaround, co-curricular involvement, and pastoral teacher notes.
Unified student trajectory card with longitudinal trend lines.
Strict role-based privacy; hidden from unauthorized staff.
AI Attendance Intelligence & Pattern Recognition
Detects day-of-week absentee clusters (e.g. post-sports day fatigue, Monday drops) before chronic absenteeism develops.
Pattern alerts highlighting section-level attendance anomalies.
Human review before parent communication.
AI Early-Warning & Dropout Risk Radar
Composite risk index combining sudden score declines, consecutive unexcused absences, fee payment stalls, and assignment defaults.
Early alert triage queue with tiered priority ratings (High / Medium / Low).
Confidential counselor advisory; no automated punitive actions.
AI Academic Intervention & Remedial Engine
Generates tailored remedial assignments with diagnostic micro-quizzes and parent progress briefings for students falling below grade benchmarks.
Scaffolded remedial exercise pack with parent check-in notes.
Assigned by teacher directly to designated students.
AI Parent Assistant & Bilingual Query Resolver
Instant answers for parents on fees, bus routes, exam schedules, and holiday dates in their preferred vernacular language.
Clear, conversational answers verified against official school circulars.
Restricted strictly to the inquiring parent's own children.
AI Substitute Teacher Matcher
Identifies available teachers for absent colleagues by analyzing subject qualifications, free periods, and weekly workload quotas.
Top-3 ranked substitute recommendations with 1-click slot assignment.
Admin or principal confirms substitution before timetable lock.
AI Conflict-Free Timetable Clash Auditor
Audits master schedules for teacher double-bookings, lab room over-utilization, and consecutive heavy subject distribution.
Conflict matrix with automatic resolution swaps.
Visual drag-and-drop verification before publication.
AI Library Assistant & ISBN Dewey Enricher
Automated Dewey decimal classification from ISBN-13, reading recommendations matched to grade Lexile levels, and overdue loan reminder drafting.
Accession cards, Lexile reading lists, and polite WhatsApp reminders.
Librarian approves loans and catalog writes.
AI Transport Assistant & Route Operations Hub
Route stop scheduling, parent stop FAQs, vehicle fitness/tax expiry alerts, and traffic delay broadcast composer.
Instant SMS/WhatsApp delay alerts tailored per bus route.
GPS telemetry kept strictly within authorized driver/parent channels.
AI Asset & Science Lab Inventory Assistant
Tracks equipment calibration cycles, science lab chemical reorder thresholds, and generates structured purchase indents.
Low-stock reorder indents and maintenance audit logs.
Store manager and finance sign-off required.
AI Event Architect & Institutional Calendar Assistant
Master event blueprints (Sports Day, Annual Day, Science Fair) with minute-by-minute schedules, faculty duty allocations, and calendar clash radar.
Full event schedule, budget estimate, and faculty assignment roster.
Principal review before school calendar sync.
AI Multilingual Translation & Vernacular Broadcast Hub
Translates official school circulars into Hindi, Kannada, Urdu, Tamil, Telugu, and Marathi while preserving student names, dates, amounts, and formatting.
Parallel vernacular translations with side-by-side verification.
Teacher/admin reviews translation before broadcast.
AI Document Intelligence & Transfer Certificate Parser
Extracts demographic data, previous school records, and vaccination dates from uploaded documents and PDF scans.
Structured student profile fields automatically extracted from scans.
Admissions officer validates fields against physical originals.
AI Meeting Intelligence & PTM Assistant
Summarizes Parent-Teacher Meetings and faculty staff council discussions into formal Minutes of Meeting (MoM) and actionable task lists.
Markdown MoM with assigned tasks and parent follow-up notes.
1-click save to ERP task ledger with user confirmation.
AI Online Test Integrity & Proctoring Radar
Monitors online computer-based tests for tab-switching, fullscreen exits, and webcam anomalies, producing a synthesized evidence dossier.
Integrity timeline dossier with Viva Voce interview prompts.
Proctor panel with full exoneration powers; human adjudicates.
AI Text Simplification & Dyslexia Accessibility Suite
Adapts dense academic textbooks into accessible plain language with phonetic vocabulary guides, OpenDyslexic typography, and high-contrast modes.
Bite-sized simplified reading text with visual focus ruler.
Preserves key conceptual curriculum terms.
AI Voice Assistant & Spoken ERP Command Engine
Allows teachers to speak commands ('Mark Class 8-B attendance', 'Create a homework draft on fractions') and receive spoken confirmation.
Hands-free voice recognition executing verified ERP tasks.
Audio preview and confirmation prompt before action execution.
AI Vision & Document OCR Engine
Understands handwritten student worksheets, transcribes math formulas, grades science diagrams, and converts whiteboard sketches into digital SVGs.
Handwritten marks breakdown and digital vector diagrams from photos.
Teacher inspects and approves handwriting recognition marks.
Universal AI Assistant & ⌘K Smart Command Bar
Global keyboard-driven intelligence bar searching across students, staff, classes, notices, exams, and invoking AI flagship tools instantly.
Instant semantic answers and direct ERP action navigation.
Strict role-based access control (RBAC).
AI School Summary & Executive Dashboard
Daily morning briefing card showing school attendance health, pending fees, ongoing exams, and faculty capacity reserves at a glance.
Executive KPI telemetry with automated morning digests.
Refreshes directly from live database tables.
AI Student Admission & Intake Intelligence
Automated age-criteria compliance (NEP-aligned), document checklist verification, parent missing-doc reminders, and admissions counseling FAQs.
Intake forecast, checklist verifier, and parent follow-up drafts.
Admissions committee conducts final applicant verification.
AI Institutional Form & Survey Generator
Drafts comprehensive admission forms, annual consent slips, and parent feedback surveys with smart validation rules.
Structured multi-section JSON form schemas and printables.
Admin customizes fields prior to publishing.
AI Principal Leadership Briefing & Copilot
Synthesizes entire campus health into weekly Monday assembly remarks, trustee governance summaries, and regulatory compliance dossiers.
Principal talking points, high-strain staff flags, and academic momentum.
Private executive-only view; never shared publicly.
AI Institutional Report Generator & Multi-Format Exporter
Generates board-level dossiers across State of the School, Academic Diagnostic, Attendance Risk, and Staff Quotas with PDF, CSV, and WhatsApp exports.
Polished multi-page management reports with executive summaries.
Pre-export data review and principal digital signature.
AI Fee Intelligence & Recovery Drafter
Categorizes overdue fee accounts and drafts courteous, formal, or urgent WhatsApp and SMS reminders without aggressive phrasing.
Fee reminder cards with direct Razorpay payment links.
Admin approves reminder batches before dispatch.
AI Notification Intelligence & Multi-Channel Broadcast Optimizer
Drafts synchronized notices across Push, WhatsApp, single-segment 160-char SMS, and formal email with strict audience safety checks.
4-channel optimized copy formatted specifically for each medium.
Human review required; enforces audience permission boundaries.
AI Universal Semantic Search Engine
Searches across 10 institutional domains using natural language queries like 'Show Class 8 science circulars from last month'.
Ranked results with domain badges and instant navigation.
Enforces tenant and role boundary isolation.
BYOK Multi-Model Gateway & Routing Engine
Connect OpenAI (GPT-4o), Google Gemini 1.5, Anthropic Claude 3.5, or local Ollama. Route vision tasks to Gemini, code to Claude, reasoning to OpenAI.
Live model routing console with 1-click fallback providers.
Zero markup on tokens; schools own their API relationship.
Enterprise RBAC & Action Permission Boundary
Strict permission matrices ensuring teachers cannot inspect financial records, students only see own grades, and staff have audited scopes.
Role-scoped AI context injection across every query.
Server-side authorization enforced on every API route.
AI Workflow Automation & Rule Triggers Engine
Automates multi-step ERP pipelines: when attendance drops below 75%, trigger counselor alert; when exam marks dip, draft remedial packet.
Automated trigger pipelines with human review pauses.
Consequential actions paused until human signs off.
AI Content Personalization & Differentiation Studio
Creates tiered curriculum variants (Foundational, Standard, Accelerated) tailored to student IEP, 504, and gifted accommodations.
Differentiated worksheet tiers with identical conceptual standards.
Curriculum head approves adapted learning tracks.
AI Token & Cost Accounting Dashboard
Real-time auditing of token consumption, estimated USD/INR spend per model, per department, and per user, with monthly budget caps.
Detailed token ledger with cost charts and quota alerts.
Automated cutoff prevents unexpected cloud API bills.
Institutional Safety & PII Redaction Layer
Automatically masks student phone numbers, Aadhaar numbers, and financial details before prompts are sent to external LLMs.
Real-time regex & named-entity PII redaction pipeline.
Zero external model training on school student records.
AI Audit Logs & Explainability Ledger
Complete tamper-evident log recording every AI generation, input prompt, model used, latency, confidence score, and human approver.
Audit trail log exportable for CBSE/State accreditation.
Permanent write-only audit trail stored in school database.
Human-in-the-Loop Consequential Review Queue
Enforces that no notice is broadcast, no disciplinary flag is recorded, and no grade is published without verified human approval.
Pending approval inbox with 1-click Approve, Reject, or Edit.
Strict architectural principle: AI drafts, people decide.
Multi-Tenant Institutional Data Isolation
Each school operates in a separate database partition. No student data, circulars, or teacher notes are ever shared across institutions.
Database-level tenant scoping enforced on all SQL queries.
Zero cross-school leakage guaranteed by database design.
Bring Your Own Key (BYOK). Zero Vendor Lock-In.
Most school ERPs resell AI at a 500% markup or lock your institution into proprietary models. TeachMentorAI gives your school complete sovereignty over AI credentials, costs, and data policies.
Vision, Document OCR & Multilingual Broadcast
Curriculum Gap Reasoning & Complex Question Papers
Formal Institutional MoM & Executive Dossiers
On-Premises Offline AI for Air-Gapped Campus Labs
Ready to bring the intelligence layer to your school?
Schedule a personalized demonstration with our education technology team. We will walk your leadership through attendance anomaly detection, lesson planning, timetable clash audits, and fee recovery in your institution's context.