BrightMap AI
Illustrative Example

One student. One subject. Fully mapped.

A detailed walkthrough of a BrightMap Learning DNA profile — Ahmed, Grade 9, Physics, Term 2. Every score below is illustrative sample data, built to show stakeholders exactly what the platform surfaces for a real student. The underlying mechanism — mastery tracking, AI-graded evaluation — is real; Ahmed himself is not.

A

Ahmed

Illustrative

Grade 9 · Physics · Term 2

Concept risk: Electromagnetic InductionDropout risk: Low
0%
Overall Mastery
74%Confidence Score
70%Retention Score
71%Predicted Exam Score
Topic Mastery Heatmap

Thirteen Physics topics, individually scored.

Not one Physics grade — thirteen. A teacher sees exactly where Ahmed stands in each topic, at a glance.

91%

Newton's Laws

Mastered

88%

Kinematics

Mastered

85%

Work & Energy

Mastered

82%

Momentum

Mastered

79%

Waves & Sound

Needs revision

76%

Gravitation

Needs revision

71%

Optics

Needs revision

65%

Thermodynamics

Needs revision

61%

Electrostatics

Needs revision

58%

Circular Motion

Weak

52%

Current Electricity

Weak

41%

Magnetism

Weak

38%

Electromagnetic Induction

Critical

The Learning Graph

Physics, modeled as a graph — not a chapter list.

Every topic sits inside a branch of the Knowledge Graph, connected by prerequisite relationships.

Physics
Mechanics
KinematicsNewton's LawsWork & EnergyMomentumCircular MotionGravitation
Electricity & Magnetism
ElectrostaticsCurrent ElectricityMagnetismElectromagnetic Induction
Waves, Optics & Heat
Waves & SoundOpticsThermodynamics
Concept Deep Dive

Electromagnetic Induction — six scores, one concept.

Instead of a single 38%, BrightMap breaks the concept down into six independent, continuously-updated scores — showing a teacher exactly why the score is low, not just that it is.

Knowledge Score45%

Raw factual recall of flux and induced EMF

Confidence Score30%

Student rates this as their least certain topic

Practice Score25%

Lowest practice volume of any Physics topic this term

Retention Score40%

Decays faster than average — see decay curve

Difficulty Score82%

Intrinsically difficult for this student vs. peers

Mastery Score38%

Composite score — flagged critical

Retention Decay — 30 Days

Day 072%Day 3038%

Ahmed scored 72% right after the lesson. Without reinforcement, retention decayed to 38% by day 30 — which is why the Roadmap Engine schedules a refresher now, rather than waiting for the next exam to reveal the gap.

Root-Cause Remediation

Weak in Electromagnetic Induction? Check Magnetic Flux first.

The Knowledge Graph traces the dependency chain behind the concept, so remediation targets the true root cause instead of re-drilling the symptom.

Vectors
Magnetic Fields
Magnetic Flux
Faraday's Law
Lenz's Law
Electromagnetic Induction
Personalized Roadmap

A five-day plan, generated automatically.

The Roadmap Engine sequences remediation starting upstream in the dependency chain — fixing the root cause before the next assessment.

1

Magnetic Flux Refresher

Re-teach the core definition with worked examples.

2

Faraday's Law Practice

5 targeted problems, immediate AI feedback.

3

Lenz's Law Application

Direction-of-induced-current drills.

4

Mixed Problem Set

Combines flux, Faraday, and Lenz in context.

5

Concept Re-Assessment

Micro-assessment confirms mastery gain before moving on.

AI Recommendation Engine

The same profile, translated for three audiences.

For the Teacher

Ahmed has mastered Mechanics and Waves but is at critical risk in Electromagnetic Induction and Current Electricity. Recommend a hands-on circuit demo before the next assessment — the Knowledge Graph traces this back to a shaky grasp of Magnetic Flux.

For the Parent

Ahmed is doing great across most of Physics! Electricity & Magnetism topics need a bit more practice at home — a short daily review of the roadmap below would help a lot.

For the Student

You're crushing Mechanics! Let's spend 10 minutes today on Magnetic Flux — your AI Tutor has a quick refresher queued up and ready.

Predicted trajectory, not just a current score.

If Ahmed completes the five-day roadmap above, BrightMap's predictive model forecasts Electromagnetic Induction mastery rising from 38% to approximately 65% before the next assessment — with overall Physics mastery moving from 68% toward 74%.

Without intervention: continued decay

This is one student, in one subject.

Every student, in every subject, gets a profile this detailed — continuously updated, automatically. Let's talk about what this looks like for your school.