Industry · Higher Education & Schools
For engineering colleges, medical schools, business schools, K-12 networks, and skilling institutes — we deploy ATC Quest *and* fine-tune the AI tutor on your textbooks, past exam papers, and faculty notes. The tutor speaks your subject, your syllabus, your standards.
Built for these roles
Compliance frameworks supported
What goes wrong without the right LMS
01
A pretrained LLM doesn't know your engineering syllabus, your medical-college SOPs, or your B-school case archive. Off-the-shelf AI guesses; fine-tuned AI cites your actual textbook, page X, paragraph Y.
02
Faculty post slides on Moodle, share PDFs on Drive, answer questions on WhatsApp. Students spend more time finding material than studying it. Continuity across years is impossible.
03
A regional engineering college has students from 6 states. English-only delivery + tutoring leaves first-generation learners behind. Drop-out rates skew demographic.
Our solution
ATC Quest gives universities and schools a unified LMS (SCORM/LTI/xAPI-ready) with five AI agents. Optionally, we run a fine-tuning engagement that produces a domain-specific AI tutor fluent in your curriculum, your subject vocabulary, and your past exam patterns.
Recommended modules
AI Tutor
24/7 tutor fine-tuned on YOUR curriculum, in 22 Indian languages
Learn more about ATCwise →
Learning Engine
Generate course content + adaptive paths from faculty notes
Learn more about ATClearn →
Mentorship
Faculty-student mentorship matching at scale
Learn more about ATCmentor →
Analytics & Compliance
NAAC / NBA / UGC audit reports + at-risk student detection
Learn more about ATCpro →
Specific scenarios
Director of Academics
12 subjects across CS, ECE, ME, EE departments. ATC Quest ingests textbooks, lecture transcripts, lab manuals, and 5 years of past exam papers. Fine-tuned ATCwise answers student questions citing the specific lesson. Teaching-assistant load ↓ 50%; pass rate ↑ 15%.
Dean, Medical Education
MBBS curriculum delivery + intern rotation logbooks + CME for faculty + NMC continuing-education tracking — all in one deployment. NABH-aligned audit records.
Programme Director
Custom-tuned tutor trained on the school's case archive (with proper licensing). Students discuss cases with the tutor before class, so classroom time is high-engagement, not catch-up.
Group Academic Head
Standardised CBSE delivery in Hindi, Marathi, Gujarati, Tamil. AI tutor in students' home language for after-class doubt resolution. Parent communication + report cards integrated.
Outcomes
↑15%
pass rates with always-available domain-tuned tutor
↓50%
TA / teaching-assistant load on routine doubts
22
Indian languages — first-gen learners no longer left behind
100%
NAAC / NBA evidence pack auto-generated on demand
Five steps: (1) discovery — map your subjects, learning objectives, materials. (2) data prep — curate and clean your corpus (textbooks, transcripts, past Q&A). (3) fine-tune — train an open-source base model on your data. (4) evaluate — domain accuracy + hallucination tests against your gold-standard answer key. (5) deploy — on-prem or in your cloud. 12-month warranty + retraining slot.
You must hold or license the rights to fine-tune on the material. We work with your library / publisher relationships during discovery to confirm. For uncleared content, we substitute with rights-cleared analogues.
Two paths. (1) Replace it with ATC Quest (SCORM/LTI imports preserve your courses). (2) Coexist via LTI: ATC Quest lives as a tool inside your existing LMS, providing the AI tutor and analytics. Most universities pilot path 2, then migrate when comfortable.
Yes. On-premise or your-cloud deployment means student PII / academic records never go to a vendor cloud. DPDPA 2023 compliant. Aligned with UGC / AICTE student-data guidelines.
Highly variable based on infrastructure, fine-tuning scope, and managed-service depth. Pilot deployments typically ₹X lakh / quarter; full-college deployments scale up. The custom fine-tuning service is a separate engagement priced per subject domain. See /pricing.
30-minute architecture review with someone who knows the regulator and the shop floor.