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AQUINTUTOR / CAMPUS / INSTITUTIONAL SYSTEMS

Institutional systems · the operating layer

Twelve systems
underneath every district.

Wellbeing instrumentation, hands-on equipment networks with a national engineering institute and a national science institute, public national MOOC programmes integration, 1,420-institution federation, tutor authentication, coaching, global MOOC federation, IoT and tele-operations. The infrastructure that lets a single learner sit a quantum lab, then a Vedic chant chamber, then a engineering entrance mock, on the same afternoon.

Wellbeing+ · system 01

Your whole self is on the report card.

Universities have always treated grades as the only signal. We measure five more, with consent, with privacy, with the student in control. When something drifts, Aquin notices and offers - never demands - a course correction.

  • Confidential 1:1 counselling · 92 licensed therapists, 38 languages
  • Daily mindfulness · sunrise yoga from a Mysore studio
  • Sleep coaching · MIT-trained chronobiologists
  • Peer support circles · trained student listeners
  • Crisis line · 24/7 · multilingual · zero stigma
  • Aquin watches for warning signs, alerts only the student

Your wellbeing · this week

PRIVATE TO YOU
Mood 78% +

gentle week

Sleep 62%

6h 48m avg · improving

Focus 84% =

steady · 4.2h deep work/day

Connection 71% +

3 new conversations · cohort

Movement 55%

down · suggest a walk

A

Movement is down 14% this week. Want me to suggest a 20-minute walk after Quantum class?

Engagement signal · live

00:00 12:00 24:00 peak struggle

Attention

87%

Confusion

12%

Frustration

4%

Adaptive engagement · system 02

Computer-vision attention tracking.
Helps the kids who don't naturally engage.

Optional, opt-in. Aquin reads facial micro-expressions and posture in-browser - never uploaded - to know when a student stuck or drifted. The session adapts: a simpler example, a different format, a five-minute break, a one-on-one cue. Especially valuable for ADHD, autistic, and neurodivergent learners.

  • On-device CV · zero bytes uploaded
  • Opt-in per course, revocable at any moment
  • Calibrated per learner over 3 sessions
  • Outputs cues to Aquin, never to faculty
  • Particularly designed for neurodivergent learners
  • Independently audited by a national engineering institute safety lab

Hands-on network · system 03 · powered by national R&D equipment portal

Real instruments. Real labs. No campus required.

Integrated with national R&D equipment portal (India's national R&D equipment portal) and partner networks across 84 institutions. Book a scanning electron microscope at a national science institute. Operate a femtosecond laser at a national engineering institute remotely. Have a partner research lab run your sample and ship results back. Every undergraduate gets the hands-on hours of a graduate student.

a national science institute 3 slots · this week

Scanning Electron Microscope

0 km · virtual

a national engineering institute next: Mon 10:00

Femtosecond laser bench

ships kits

a partner research lab Bangalore 6 slots open

Confocal microscopy suite

remote operable

TIFR Mumbai queue · 2 ahead

X-ray diffraction

ships samples

JNCASR 5 slots this week

Atomic Force Microscope

remote operable

IISER Pune tomorrow 09:00

NMR spectrometer · 600MHz

ships samples

84

partner institutions

1,240

shared instruments indexed

national R&D equipment portal

integrated · national R&D programme

Subsidised

cost to students

public national MOOC programme · public national MOOC programme · system 04 · national education ministry

Every a national engineering institute and a national science institute lecture, on the campus.

Native integration with public national MOOC programme (the National Programme on Technology Enhanced Learning) and public national MOOC programme - India's national MOOC system. Fifty-six thousand video lectures from a national engineering institute and a national science institute faculty, free to audit, credit-bearing when proctored on ATLAS. Subtitles in 12 Indian languages. Credit transfer to your home institution honoured across 1,420 partner colleges.

a national engineering institute-Madras

lead institute · since 2003

56,000+

video lectures · 13 disciplines

5.2M

learners earned public national MOOC programme credentials

1,420

local-chapter colleges nationwide

CS-FOUND

Programming, Data Structures & Algorithms

a national engineering institute · Lead faculty · 12 wk · 4cr

184k
learners

PHY-ADV

Quantum Field Theory · advanced

a national engineering institute · Lead faculty · 12 wk · 4cr

18k
learners

ME-ROB

Robotics · Mechanics & Control

a national engineering institute · Lead faculty · 8 wk · 3cr

42k
learners

HS-ART

Introduction to Indian Art

a national engineering institute · Lead faculty · 8 wk · 3cr

27k
learners

Campus Connect · system 05 · the federation

Every institution. One identity.

Take a course at a national engineering institute while enrolled at BHU. Your a national management institute credits land in your national learner-record ID. A NID studio crit shows up in your transcript. 1,420 institutions, one shell, one ID, one ledger.

1,420

partner institutions

38

institutes of national importance

9.4M

students federated

1 ID

across all of them

a national engineering institute

a national engineering institute

lead · public national MOOC programme

a national engineering institute

a national engineering institute

robotics + AI

a national science institute

a national science institute

science core

CFTI

BHU Varanasi

Vedic studies

CFTI

JNU Delhi

humanities

CFTI

Delhi Univ.

liberal arts

INI

NID Ahmedabad

design

INI

NIFT

fashion

CFTI

a national medical institute

medicine

a national management institute

a national management institute

business

CFTI

NLU Bangalore

law

INI

Ia national engineering institute

computer sci

Cross-enrolment

Take a course at any partner institution; credits land in your national learner-record ID

Single sign-on

DigiLocker / APAAR / institutional SSO - zero friction across campuses

Shared facilities

Lab access, library access, athletic clubs - open to federated learners

Inter-campus events

Hackathons, debates, MUNs, sports leagues across the federation

Federated transcripts

Every credit, every grade, every badge - anchored to one verifiable record

Open governance

Student senate seats per institution; platform decisions made together

Tutor authentication · system 06 · the gauntlet

Anyone can teach here. Almost nobody passes.

Independent tutors - uncertified by any unEuropean MOOC consortium - can apply. We then put them through a six-stage process tougher than most teaching certifications: identity, subject mastery, pedagogy, psychological screening, child-safety, and a permanent re-audit loop. Last quarter, 11,402 applied. 287 passed.

11,402

applicants · last 90 days

287

passed all six stages · 2.5%

0

incidents since launch

01

Identity & background

Aadhaar / passport · biometric · police verification · social-media audit.

24h
02

Subject-matter exam

Domain test designed by a national engineering institute / a national science institute faculty. 90 min. Adaptive. Live-proctored.

90 min
03

Pedagogical assessment

Record a 12-minute lesson. Reviewed by 3 anonymous educators + Aquin rubric.

12 min
04

Psychophysical screen

Licensed-psychologist interview. Big-Five + clinical screen. Confidential, court-grade.

60 min
05

Child-safety certification

POCSO / safeguarding training · sample-class observation · ongoing audit.

ongoing
06

Continuous review

Learner ratings, peer observation, attendance, audit re-test every 18 months.

18 mo loop

What a tutor badge means

An "AquinTutor Verified" tutor has cleared more vetting than a typical state-board teacher.

Public dossier. Real name. Real photo. Real credentials. Every learner rating from every session, ever. Revoke-able at one report. The parent's first question is answered before they ask it.

Coaching platform · system 07 · all major exams

Every exam-prep primitive
you actually need — in one shell.

Live batches with top faculty. Daily practice problems. Weekly tests. All-India mock ranks. Personal mentor batches of 30. Doubt-solving by Aquin in 90 seconds, by a human in under 20 minutes. From engineering entrance / medical entrance to civil-services, CAT, graduate aptitude, law entrance, staff-selection, Railway, and the long tail.

1.2M

coaching students

8,400

live batches running

1,820

verified faculty

24/7

doubts answered

Engineering · IITs

premier engineering entrance

24-month foundation + final

students

184k

faculty

248

mocks

320

Medical · a national medical institute · a forces medical institute

medical entrance · UG

24-month full · 12-month sprint

students

142k

faculty

196

mocks

280

Civil Services

civil-services CSE

18-month integrated

students

48k

faculty

124

mocks

96

MBA admissions

CAT · XAT · GMAT

12-month + crash

students

38k

faculty

88

mocks

140

PG engineering · PSU

graduate aptitude

12-month subject-wise

students

62k

faculty

116

mocks

180

Law schools (NLUs)

law entrance · AILET

12-month integrated

students

19k

faculty

54

mocks

110

Government jobs

staff-selection · Railway · Bank

6-month rotating · vernacular

students

268k

faculty

142

mocks

420

Central unEuropean MOOC consortium

central-unEuropean MOOC consortium test · UG · central-unEuropean MOOC consortium test · PG

8-month school-aligned

students

92k

faculty

92

mocks

160

Live batches

Daily 2-hour sessions with top faculty. Vernacular and English.

DPP · daily problems

Mixed-difficulty problem sets every morning. Auto-graded by Aquin.

Mock tests

Full-length, exam-pattern, all-India rank. Released weekly.

Doubt-solving

Aquin in 90s. Human teacher in < 20min. Resolution rate 99.4%.

Mentor batches

Groups of 30. Personal mentor. Weekly 1:1 review call.

Vernacular delivery

Hindi, Tamil, Telugu, Bengali, Marathi, Kannada, Malayalam, Gujarati.

Performance analytics

Topic-wise heat-map · weak-area drills · projected exam score.

Hybrid centre network

In-person test centres across 240 cities · paper-and-pencil mocks · supervised attempts.

Instrument studio · system 08

Play with the latency of a real room.

Hardware-MIDI bridges sit between you and your teacher in another city. Pitch, velocity, pedal, breath - tracked locally. Latency tuned under 15 ms via wired audio + WebRTC. Hindustani classical, Western jazz, electronic, devotional - one studio, every tradition.

Piano 11ms

MIDI · 88 keys · velocity sensing

8.4k students OPEN A SESSION →
Guitar 12ms

6 + 12 string · electric + classical

12.1k students OPEN A SESSION →
Sitar 14ms

Vedic ragas · live raga reference

2.6k students OPEN A SESSION →
Tabla 13ms

Pattern recognition · ghata theka

4.1k students OPEN A SESSION →
Violin 12ms

Bowing pressure + intonation

5.8k students OPEN A SESSION →
Vocal · Hindustani 15ms

pitch tracking + raga scaffold

3.4k students OPEN A SESSION →

Global MOOC federation · system 09

Every major MOOC platform.
Aggregated, deduped, credit-bearing.

Six continents, twenty-eight platforms. Courses appear once in your shell regardless of where they were authored. Credit is honoured by partner institutions; assessment is proctored on ATLAS. The web of every open course in the world, indexed.

North America

  • UnEuropean MOOC consortium-led MOOCs
  • Independent learning platforms
  • Open-courseware archives

Europe

  • Inter-unEuropean MOOC consortium consortia
  • Open online education networks
  • National higher-ed portals

Bharat

  • Government open-learning portals
  • Public unEuropean MOOC consortium-led courseware
  • National digital education hubs

East Asia

  • XuetangX
  • Chinese MOOC
  • JMOOC Japan
  • K-MOOC Korea

Latin America

  • MéxicoX
  • MiríadaX
  • UNESP Open

Africa

  • African Virtual UnEuropean MOOC consortium
  • continental MOOC network
  • continental open educational resources

IoT & tele-operations · system 10

Real instruments,
operated from anywhere.

Robotic arms, CNC suites, 3D print farms, sensor swarms, and a planet-wide edge inference layer. Tele-operate hardware in Pune from Lagos. Run a soil-moisture experiment across 4,200 farms in 38 districts simultaneously. The hardware is in our hands; the operator is anywhere.

Tele-operable arms

128

UR5 + Franka, 5G + fibre

3D print farms

6

FDM + SLA + SLS, materials shipped

CNC mill suites

18

Haas VF-2 + Tormach, supervised

Sensor swarms

4,200

soil, weather, seismic, biomedical

Edge inference

142

nodes in 36 countries

Telemetry retained

Audit only

no raw media; flagged events only

Universities marketplace · system 11

A unEuropean MOOC consortium-led catalogue
inside AquinTutor.

Universities post their open courses, certificates, and degree programmes into a federated catalogue. Listed against their seal. Priced or open. Aquin handles enrolment, payment, identity, proctoring; the unEuropean MOOC consortium provides the curriculum and faculty.

Tier-1 unEuropean MOOC consortium (East Asia)

Earthquake Engineering · open lectures + assessed track

Sample · open seats ENROLLED · open audit

Tier-1 unEuropean MOOC consortium (UK)

Foundations in Finance · post-grad open

Sample · open seats ENROLLED · open audit

Tier-1 unEuropean MOOC consortium (Central Europe)

Mathematics for ML · summer school open audit

Sample · open seats ENROLLED · open audit

Tier-1 unEuropean MOOC consortium (Africa)

Cinema studies · seminar series

Sample · open seats ENROLLED · open audit

Tier-1 unEuropean MOOC consortium (East Asia)

Regional economic history (bilingual)

Sample · open seats ENROLLED · open audit

Tier-1 unEuropean MOOC consortium (Western Europe)

Mathematical Logic · live cohort

Sample · open seats ENROLLED · open audit

National MOOC mirror · system 12

India's public
MOOC ecosystem — mirrored.

Subject to partner-of-record agreements with the relevant public programmes, AquinTutor proposes to mirror the national open-learning catalogue: thousands of courses from public universities, free for everyone, with optional credit-bearing certification. Proctoring runs through ATLAS; credits could flow into a national learner-record ID. Integration scope subject to signed memoranda; no claim of partnership is made.

School

9-12

Board-aligned curriculum · vernacular + English

Undergraduate

UG

Central-unEuropean MOOC consortium-test aligned · all major disciplines

Postgraduate

PG

Public-institute faculty leading specialised tracks

Teacher training

CPD

National-policy-aligned teacher continuing-professional-development

Out-of-school

OS

Open-school learners; flexible pacing; vernacular

Diploma

DIP

Industry-recognised diploma tracks; skill-council aligned

Twelve systems, one institution

Wellbeing instrumented. Hands-on labs across partner institutions. Public MOOC catalogues mirrored where permitted. A federation of partner institutions under one learner ID. Tutors who pass a six-stage gauntlet. Coaching primitives at scale. Tele-operable hardware on three continents. The unEuropean MOOC consortium used to be a place; we make it a system.

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