AI teaching and governance for Qatar's schools

Find the gap hiding inside a good grade, while it is still one concept.

Murshid reads student work below the mark, names the concept a student keeps getting wrong, and helps the teacher close it early. Every AI interaction is checked and recorded.

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The problem

A 70% is not a diagnosis.

Two students get the same mark and need opposite things. Averaging is exactly what hides the difference. Switch between them.

Student A — Scores by concept and month
	Oct	Nov	Dec	Jan	Feb	Mar
Fractions	72%	68%	71%	69%	70%	70%
Negative numbers	69%	71%	70%	68%	72%	70%
Linear equations	70%	72%	68%	70%	69%	71%
Ratio and proportion	71%	69%	70%	72%	68%	70%
Angles	68%	70%	71%	70%	71%	70%

Student A: spread thin

A few marks lost everywhere, no single pattern. General practice across topics is the right call.

Student B — Scores by concept and month
	Oct	Nov	Dec	Jan	Feb	Mar
Fractions	80%	78%	76%	79%	77%	75%
Negative numbers	Not assessed	15%	Not assessed	Not assessed	10%	5%
Linear equations	76%	78%	77%	79%	78%	77%
Ratio and proportion	78%	76%	79%	77%	78%	77%
Angles	77%	79%	76%	78%	77%	78%

Student B: one recurring gap

Strong nearly everywhere, and the same concept fails every time it appears: November, February, March.

The wrong rule: “subtracting a negative makes it more negative”, so −3 − (−5) = −8.

The fix: one lesson on subtracting negatives from the school's own book, plus five targeted exercises.

Why schools choose it

One governed system for teachers, leaders and families.

Diagnosis, not grades

Names the concept and the wrong rule behind a mark, and remembers when it happened before.

Teacher in charge

Nothing reaches a student unless a teacher enabled it. The tutor gives hints, never the answer.

Governed by design

Every AI call goes through one guarded layer and lands in a tamper-evident audit trail.

Built for PDPPL

Guardian consent, prior-permission records and compliance evidence generated from live data.

The product

Real screens from Murshid, with demonstration data.

**Teacher workspace**Worksheets, quizzes and lesson preparation in Arabic, English or bilingual, tagged to the school's curriculum.

**Compliance dashboard**Guardian consent coverage, teacher certification, safeguarding alerts and the append-only audit log.

**Parental controls**Parents grant or revoke AI-processing consent for their child at any time. Revoking blocks the tutor immediately.

**Arabic first**Every screen works right-to-left in Arabic, and switches to English or French in one click.

Who it is for

School leaders

Evidence you can show a board or an inspector, and a clear picture of where learning breaks.

For schools

Teachers and coordinators

Less preparation time, and the gaps behind each class's results by concept and by student.

How it works

Parents and students

Your own progress, never a ranking. A tutor that helps you think, not one that does the work.

For families

Start with one department, one term.

A pilot is free, set up for you, and ends with a report on where your students' gaps actually are.

Request a pilot