MPC
Maths · Physics · Chemistry
Competitive targets
JEE · EAPCET · BITSAT
The institution operating system
Neither should their software.
brillianse is one system, built boutique to your institution's ethos and workflow — replacing ten disconnected apps, amplifying your faculty with AI, and giving every parent a live, honest view of their child.
Scroll
350+
Screens shipped
11
AI features live
4
Streams: MPC · BiPC · MEC · CEC
Boutique
Every deployment
JEE MainsJEE AdvancedNEETCLATIPMAT IndoreIPMAT RohtakBITSATEAPCETCUETCA Foundation
One platform. Every stream.
The coaching industry runs on pen, paper and ten disconnected apps.
one brain.
An ERP that doesn't talk to the LMS. A question bank that can't talk to a proctor. Analytics no parent can read. brillianse is a single system purpose-built for Indian junior colleges — and custom-tailored to your institution before you go live.
Every stream a junior college runs
One platform handles every combination.
Every Intermediate stream under one roof, with exam engines, question banks and analytics tuned to each stream's boards and competitive targets. Board flows — CBSE, ICSE, State — layer on the same engine. No second stack required.
BiPC
Biology · Physics · Chemistry
Competitive targets
NEET · EAPCET-Med
MEC
Maths · Economics · Commerce
Competitive targets
IPMAT · CA Foundation
CEC
Civics · Economics · Commerce
Competitive targets
CLAT · CUET
Four surfaces, one brain
Every role gets its own lens — on the same truth.
One student. One source of truth. Four apps, each with its own actions and its own view — all drawn from the same live data about the same child.
Dashboard
Leadership & Faculty
One screen rolls up institution → branch → batch → student → subtopic. Live bell curves, at-risk lists, faculty-impact scoring, attendance and fees — all current.
- Cross-branch ranking
- Faculty impact scoring
- Syllabus-coverage flow
Student
PWA + Native mobile
Adaptive daily practice, mock tests and an AI tutor that knows exactly what they've studied and where they're stuck. Habit-forming, never noisy.
- Adaptive daily practice
- Mock tests, NTA-style
- AI doubt resolution
Parent
PWA + Native mobile
Parents stop asking “how is my child doing?” — the app tells them, weekly, with actions to take. Live readiness, Mistake DNA, honest percentiles.
- Weekly AI brief
- Mistake DNA
- Readiness score
Staff
Operations console
Purpose-built screens for daily attendance, bulk imports, fee collection, admissions and tickets. Nothing they don't need. Everything they do.
- Attendance & fees
- Admissions pipeline
- Ticket routing
The question engine
Three stages. One calibrated question.
Faculty stop building papers from scratch. AI drafts, they curate, they approve — and every generated question is put through a three-stage calibration before it's allowed near a student.
01
Cognitive mapping
Each question is mapped to one of 21 cognitive operations across four difficulty bands — so difficulty is a decision, not an accident.
02
Five-axis evaluation
A fast evaluator scores every draft on five independent axes of difficulty and quality, catching ambiguity and miscalibration before a human ever sees it.
03
Intelligent rewrite
Drafts that miss the target are rewritten to land exactly on the intended band — tuned to seven exam targets, each with its own pattern and scoring rules.
No OCR · No retyping
Vision-first extraction
Upload any PYQ — PDF, DOCX, scan or photo. Vision AI reads the page directly: math, diagrams, tables, multi-column layouts — and hands back a structured, tagged question bank in minutes. No OCR, no retyping.
PDF·DOCX·Scan·Photo
Structured question bank
Exam Readiness Index
A single number that knows if a student is ready.
ERI is one 0–100 score computed across a matrix of subtopic × question type × difficulty × Bloom's level. It decays with time, infers up the Bloom's hierarchy, and tells faculty exactly who needs what — before the next exam, not after.
The atomic unit
Mastery is tracked per cell — a single subtopic at a single difficulty and question type. Roughly 250 cells per exam.
Time decay, built in
Confidence fades on an Ebbinghaus curve with variable half-lives — 14 to 45 days, depending on how deeply a topic was mastered.
Bloom's, inferred
Prove mastery at “Analyse”, and Apply, Understand and Remember are inferred with it — dramatically fewer questions to prove readiness.
Ask brillianseQuery your institution in plain English.
Ask in natural language and get an answer scoped to your role — admins see everything, faculty see their batches, parents see their child. The model writes a structured query plan; a deterministic compiler runs the SQL. The model never touches your database directly.
Which batches are slipping on Organic Chemistry this month?Show me the at-risk students in BiPC, second year.How did faculty A's batch trend after the last grand test?Compare Physics mastery across all three branches.
Role-scoped · Plan-cachedThe model never writes SQL
The parent, finally in the loop
An institution parents brag about.
Every parent gets a live, honest window into their child — not a quarterly report card, but a weekly AI brief, a readiness score, and an analysis of the exact mistakes holding them back. The kind of college other colleges get compared to.
Weekly AI brief
A plain-language summary of the week, with one or two concrete actions to take at home.
Mistake DNA
The recurring error patterns behind the marks — surfaced, named and tracked over time.
Readiness score
The same ERI faculty see, translated for parents: how ready is my child for the target exam.
Honest percentiles
Anonymised peer comparison and percentile maps — no inflation, no surprises at results time.
Three promises
Fully boutique. No incremental cost.
Every deployment is tailored to one institution — your logo, your colours, your chain of command — at no extra build cost. Here is what that buys you.
01
A branded edtech stack
Your logo, your colours, your domain. A parent and student app in every pocket from the day you go live.
02
AI on every teacher's desk
Question generation, paper extraction, doubt resolution. Your faculty, amplified into the best version of themselves.
03
An institution parents brag about
Live readiness scores, weekly AI briefs, Mistake DNA. The kind of college other colleges get compared to.
Bring brillianse to your institution
Let's build your institution's brain.
We onboard a small number of institutions at a time, and tailor each deployment before go-live. If you run a junior college and want your faculty amplified and your parents in the loop — let's talk.
We respond within one working day.