Curriculum, modeled as a living graph — not a flat list of chapters.
This is real, live in the platform today: a complete Intermediate curriculum, built out concept by concept — every concept, formula, and learning outcome individually measurable, connected, and continuously scored.
The Learning Graph
This is the actual shape of a real chapter's knowledge graph in the platform — not a chapter list. Every concept connects to the concepts it depends on, the same structure a real subject is mapped with today.
A rich scoring model behind one mastery number.
Every answer is really evaluated across all six of these dimensions — that's live today. What's continuously tracked per concept right now is one composite mastery score, updated after every graded response; scoring each dimension as its own persistent, per-concept score is next on the roadmap.
| Knowledge Score | Raw factual recall of the concept |
| Confidence Score | Student's self-reported certainty |
| Practice Score | Volume / consistency of practice on the concept |
| Retention Score | How well the concept survives over time |
| Difficulty Score | Intrinsic difficulty of the concept for this student |
| Mastery Score | Composite ‘is this concept truly learned’ score |
Traditional report:“Student got 70%.” BrightMap report tells a teacher, at a glance, that the student understands equations in isolation but fails to apply them.
| Topic | Score |
|---|---|
| Variables | 95% |
| Expressions | 92% |
| Linear Equations | 81% |
| Word Problems | 42% |
| Graph Interpretation | 39% |
Illustrative sample data.
If a student fails Percentages, BrightMap checks Fractions first.
The Knowledge Graph traces the dependency chain behind every concept, so remediation targets the true root cause instead of re-drilling the symptom.
Everything that feeds the student profile.
Intelligence Engine
Curriculum Intelligence Engine
A real, complete Intermediate curriculum, built out concept by concept — subjects, chapters, outcomes, definitions, formulae, difficulty, and Bloom's level, each concept with its own ID.
Knowledge Graph
Connects concepts by prerequisite and dependency, so a failure in one topic can be traced back to its true root cause.
Assessment & Profiling
Micro-Assessments
Adaptively-sized assessments across a real range of formats — MCQ, drag & drop, diagrams, and more — AI-graded, live today.
Student Knowledge Profile
The 'Learning DNA' — a real, continuously-updated per-concept mastery score that replaces the single-number report card.
Student Learning Index
A composite score across knowledge, understanding, application, retention, participation, confidence, and consistency.
Portals
Teacher Portal
Classes, subjects, roadmap delivery, assignments, and student mastery profiles — real, working today.
Parent Portal
Every linked child's assessment history, weak areas, and roadmap, in one place.
Student Portal
Real curriculum, practice questions, AI-graded assessments, and a live roadmap.
Roadmap & Analytics
Roadmap Engine
AI-assisted day-by-day pacing against a real academic calendar — sequencing remediation by dependency chain, not symptom.
Predictive Analytics
Forecasts exam score, dropout risk, concept failure, knowledge decay, and confidence level.
Teacher & School Analytics
Class understanding, weakest topics, campus comparison, curriculum coverage, and performance trends.
AI Recommendation Engine
Plain-language next actions for teachers, students, and parents — generated automatically from the profile.
One profile, four views.
The same living student profile is presented differently to each audience — action-oriented for teachers, plain-language for parents, motivating for students, and full institute management for school leaders.
Teacher Portal
- ·Classes, subjects & roadmap delivery
- ·Mark a lecture delivered — assessment auto-assigned
- ·Assign & review micro-assessments
- ·Student profiles & mastery history
Student Portal
- ·Real curriculum, by chapter & topic
- ·Practice question bank, by topic
- ·AI-graded micro-assessments
- ·Roadmap & topic mastery
Parent Portal
- ·Every linked child, in one place
- ·Assessment history & progress
- ·Weak areas, from real mastery data
- ·Roadmap visibility
Institute Management
- ·Classes, subjects & teacher assignment
- ·Academic calendar & roadmap generation
- ·Institute branding — logo, name, login page
- ·Role-based access across every account type
Ahmed's Knowledge Profile
Every student gets a living, per-topic mastery breakdown — instantly showing a teacher where to intervene.
| Subject | Topic | Score |
|---|---|---|
| English | Reading | 93 |
| English | Writing | 71 |
| English | Grammar | 68 |
| English | Vocabulary | 82 |
| English | Speaking | 91 |
| Science | Mechanics | 89 |
| Science | Electricity | 52 |
| Science | Magnetism | 41 |
| Science | Chemistry | 92 |
| Science | Biology | 85 |
Reading
Mastered
Writing
Needs revision
Grammar
Needs revision
Vocabulary
Mastered
Speaking
Mastered
Mechanics
Mastered
Electricity
Weak
Magnetism
Weak
Chemistry
Mastered
Biology
Mastered
From this, a teacher instantly identifies that Electricity and Magnetism need intervention — illustrative sample data.