Mirror Intelligence
Latest launch: Mirror Schools

Solve learning inequalities,

instantly.

Intelligence Infrastructure to run any curriculum, streamline teaching workflows, and launch an AI native school in a day.

Start for free

No credit card required · Set up in under 2 minutes

What Mirror schools already know

480hrs

freed per school, per term

Time your teachers spend grading — returned to teaching.

B → A

in just 6 weeks

One full grade-band jump — measured across Mirror schools, start of term to end.

100%

of errors diagnosed by root cause

Not just wrong. Why wrong. Classified every time.

6 wks

before results, Mirror predicts them

National exam forecast built into every assessment cycle.

A genius assistant in every teacher's pocket anywhere!

Teachers know every student learns differently, but lack the time to personalize instruction. Instead, they spend countless hours grading papers and analyzing student work. Understanding how each student thinks and learns requires insights into educational psychology and data analysis that most teachers don't have time to develop. Mirror is learning intelligence infrastructure — it reveals exactly how every learner thinks, so teachers know exactly how to support them, every day.

Schools using Mirror move students a full grade band — B to A — in six weeks.

The Problem We're Solving

The teaching loop is broken everywhere.

Teachers grade. Platforms report. But nobody closes the loop — nobody tells you why a student failed, or exactly what to do next.

Teacher Overload

Teacher Overload: Educators spend more time marking than teaching. Grading a single class set takes hours — leaving no time for the intervention that actually moves scores.

Grading Without Diagnosis

Grading Without Diagnosis: A score tells you what happened. Mirror tells you why — the specific thinking error behind every wrong answer, classified and mapped to Bloom's taxonomy so you know exactly what to do next.

Students Left Behind

Students Left Behind: When errors aren't diagnosed, the same gaps compound across every assessment. Students who needed early intervention fall further behind each term.

AI Built on Teaching Science

AI Built on Teaching Science: Mirror's schema-enriched AI doesn't just process text — it understands student thinking. Every mark is justified against your marking scheme, with the specific cognitive error identified, classified, and mapped. That's pedagogy-first intelligence.

How Mirror Works

The Mirror Way.

Four connected steps. One closed loop.

Quality Audit

Every assessment is schema-scored against curriculum before a single answer is graded. Mirror checks the exam itself — flagging ambiguous questions, weak prompts, and curriculum misalignments so your grading data is trustworthy from the start.

What you get

  • Question quality score per assessment
  • Curriculum alignment check against your syllabus
  • Weak and ambiguous question flags before grading
  • AI-assisted question redesign suggestions

Meet Tracy

The teacher who knows everything about your school.

Tracy is Mirror's AI teaching intelligence — trained on curriculum, pedagogy, and your school's live performance data. She already knows every student, every error pattern, every class.

No onboarding. No manual. No learning curve. The moment you open Mirror, Tracy is ready. Most teachers call her their most useful colleague within the first week.

  • Knows every student's cognitive profile
  • Diagnoses class-wide error patterns instantly
  • Generates intervention plans automatically
  • Predicts which students will struggle next
  • Answers any curriculum or pedagogy question
  • Works at 2am when you're still marking

Tracy

Mirror Teaching Intelligence

Online
Which students in Form 4B need attention before exams?
3 students need immediate attention. Birungi Dorcus has a 29% average with recurring Precision Errors across 3 submissions. I've prepared individual coaching plans — want me to assign them?
Yes. What's driving the class's Precision Errors?
83% of Form 4B's errors are Precision Errors — students understand concepts but express them imprecisely. It's a language-of-discipline gap, not a knowledge gap. I can generate a structured response framework for the next 3 assessments.
Ask Tracy anything about your school...

Not sure where to start? Find out how you learn.

The Learning Compass is a free, two-minute assessment that gives you a personal learning profile and a matched toolkit — no sign-up required.

Take the free Learning Compass

The Real Cost

What is not using Mirror costing your school?

Every term without Mirror, your teachers are spending hundreds of hours on work Mirror does in minutes — while at-risk students go unidentified.

300
50 students2,000 students
6
1 assessment20 assessments
Currency:@ $20/hr teacher rate

390

teacher-hours freed this term

Worth $7.8k this term — $15.6k annually. 273 of those hours go back into the classroom.

45

at-risk students identified

Mirror flags ~15% of students after every assessment — automatically. Without Mirror, most are invisible until exams.

B → A

grade-band jump in 6 weeks

Average across Mirror schools, one term in. Not from harder work — from smarter, closed-loop feedback.

Mirror isn't free. But it costs far less than what you're losing without it.

Trusted by schools across Africa and beyond

Brookhouse School, NairobiGrange School, LagosWaterford Kamhlaba, EswatiniCrawford International, Cape TownAga Khan Academy, MombasaBritish School, CairoAmerican International School, AccraNorthside College, Johannesburg

Schools that made the decision.

In their own words — what Mirror looks like when it's working.

“

We cut grading time by 70% in our first term. But the real discovery was seeing that 83% of our History students were making the same Precision Error — something we'd never have found without Mirror.

M

Margaret

Head of Department, History · Brookhouse School, Nairobi

“

Mirror told me three weeks before our national exams exactly which students needed urgent intervention. Two of them passed with distinction. Without Mirror, they wouldn't have made it.

J

Joseph

Senior Teacher · Waterford Kamhlaba, Eswatini

“

Tracy answered a question about Bloom's taxonomy application at 11pm while I was preparing lessons. That alone changed how I use the platform.

R

Rebecca

Science Teacher · Grange School, Lagos

“

Our school average went from 61% to 74% in one academic year. Parents noticed. Enrolment went up. Mirror changed how we teach, not just how we grade.

D

Dr.

Head Teacher · Crawford International, Cape Town

Featured in the press. Built for schools across Uganda.

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B → Agrade-band jump in 6 weeks
480 hrsfreed per school, per term
Students learning
Graduate
Einstein
The AI-native school

Lower costs. Higher revenue. Better results.

Mirror replaces the grading, diagnosis, and reporting work that eats teacher hours and inflates staffing costs — cutting the real cost of running a school while freeing your teachers to actually teach.

Lower costs and clearer, earlier diagnosis of every learning gap mean schools can grow enrollment per teacher and compete on real outcomes — while every student's performance keeps improving, term over term.

FAQ

Common Questions

Everything you need to know about Mirror.

Teaching Intelligence

The schools that will lead
the next decade

are already on Mirror.

The full teaching loop — quality audit, AI grading, root-cause diagnosis, intervention recommendations, and impact tracking — in one closed-loop system. Built for schools that refuse to leave outcomes to chance.

Start for free

Mirror

Intelligence

Mirror Intelligence