AI for EdTech that teaches learners without doing the work for them.
We embed engineers inside EdTech platforms, K-12 chains, test-prep companies, and corporate-L&D teams for 4 weeks sit through live classes, read every rubric, review every abandonment cohort. Then we ship fair, auditable AI every month. 38% lift in course completion is not a slide it is what a test-prep platform measured in 90 days.
lift in course completion
grading accuracy on subjective answers
faster instructor grading turnaround
Why most EdTech AI features flop with students
The AI writes the answer for them
Students copy-paste, grades improve, learning does not. The product team declares victory. Renewal data a term later tells a different story.
Privacy and age-gating were skipped
DPDPA and child-data rules require parental consent, age-verification, and limited data retention. Skipping this kills the product at its first enterprise or school deal.
Content pipelines are disconnected from the AI
The AI hallucinates because it was never grounded in your curriculum. Teachers lose trust on day three.
Nudges feel spammy because they are
Every learner gets the same "We miss you!" push. Open rates crater. Unsubscribes spike. The engagement metric you optimised for decays.
Every metric is a problem we solved.
Real numbers from live EdTech deployments.
Teachers grade 300 scripts a week
Grading drifts across teachers
Learners drop off silently
Generic content bores top learners
What your team actually says.
"I have 1.2M learners and no idea who is about to churn."
Head of Growth
"Our faculty spends Saturdays grading. We lose two every quarter."
Academic Head
"Doubt-solving ticket volume is up 180% YoY. Headcount is flat."
Head of Learner Success
"Proctoring flags 4% of genuine students. Escalations eat my ops."
Head of Assessments
"We ship 80 videos a week. Nobody knows which 80 are working."
Head of Content
"Parents want progress reports. We send engagement metrics."
K-12 Principal
Use cases that move the needle.
01Subjective Answer Grading
AI scores open-ended responses against rubrics; teacher reviews only the high-uncertainty tail.
02Learner Churn Prediction
ML flags at-risk learners 10–14 days before drop-off, with suggested intervention channel.
03AI Doubt-Solving Assistant
Curriculum-grounded chat that answers doubts with chapter references and step-by-step solutions.
04OMR with Vision AI
Robust OMR that handles rotations, over-strikes, and low-quality scans without human intervention.
05Personalised Learning Paths
Adaptive sequencing of content and practice based on mastery, pacing, and confidence.
06Automated Lecture Note & Summary Generation
Turns recorded classes into chapter-wise notes, quizzes, and revision decks in the learner's language.
Four pillars. Translated for EdTech.
An Engineer Inside Your Learning Experience
Our Forward Deployed Engineer sits through live classes, shadows tutors, reads rubrics, and interviews learners. They understand why Class 11 students disengage in week 3 of JEE prep.
Learning-Science-Backed R&D
Our Research Engineers run 2-week sprints grounded in cognitive science spacing, interleaving, retrieval practice so the AI is pedagogically defensible, not just engagement-optimised.
A Working Release Every 30 Days
Mid-month pilot with one cohort of learners. End-of-month rollout to one product surface. Every release has a learning-outcome measurement plan, not just a DAU delta.
We Own the Completion & Score Number
We don't bill hours. Every month you get delta on course completion, learning-outcome gains, tutor productivity, grading TAT, and parental NPS. If the numbers aren't moving, you'll know.
What happens in the first 30 days.
Learning Journey Walk & Data Inventory
Our engineer shadows class delivery, tutor ops, grading, and learner-support. Maps LMS, CRM, content pipeline, and analytics stack.
Pedagogy & Privacy Alignment
Learning objectives mapped to AI opportunities. DPDPA, child-data, COPPA (where relevant) gaps documented.
AI Opportunity Scoring & Mockups
Each opportunity scored by learning impact, ₹ impact, feasibility, and data readiness. Mockups validated with academics and product.
Strategy Deck & Roadmap Delivery
12-month AI roadmap, cost-benefit case, integration architecture, and measurement plan handed over. Yours to keep.
What you walk away with
We speak your regulatory language.
Regulations & Certifications
- DPDPA 2023 — Indian data protection incl. child-data rules
- COPPA — US Children's Online Privacy Protection (for US learners)
- GDPR — For EU learners
- NEP 2020 — National Education Policy alignment
- AICTE / UGC Guidelines — Higher-ed compliance
Data & Protocol Standards
- xAPI (Tin Can)
- SCORM 1.2 / 2004
- LTI 1.3
- QTI (assessments)
- IMS Caliper
Enterprise Systems We Integrate
- LMS Moodle, Canvas, Blackboard, TalentLMS, Teachmint
- SIS PowerSchool, Fedena, MyClassCampus
- Assessment Mettl, HackerEarth, ProProfs
- CRM LeadSquared, Freshsales, Salesforce Education
- Conferencing Zoom, MS Teams, Google Meet
- Content pipelines Contentstack, Strapi, custom CMS
Questions we hear on the shop floor.
Book the 4-Week EdTech Audit
Fair grading · privacy-first · curriculum-aware. LMS-native.
See how it worked for TestnTrack
95% faster grading, 98% accuracy on subjective answers.
We embedded engineers inside TestnTrack to build an AI grading platform that scores open-ended answers against teacher rubrics. Read exactly how we got to 98% accuracy.