Musaidi · Pitch Deck
EdTech · TEACHER TOOLS
Musaidiمساعدي
Lesson plans, marking, parent messages, and IEP drafts — drafted for review, never sent on their own.
neuriya.ai — Sovereign, Arabic-first enterprise AI
Problem
Teachers spend their evenings on lesson plans, marking, and messages instead of teaching
- Lesson planning aligned to the exact MoE unit and standard is built from scratch every week, with no reusable starting draft.
- Marking short-answer and essay responses consumes hours per class, with no consistent rationale a teacher can point to if a grade is questioned.
- Parent progress updates and behavior notes get written late at night or skipped entirely when a teacher runs out of time.
- Individualized education plan drafting pulls together assessment history by hand, a task specialists and teachers repeat for every flagged student.
Solution
A copilot that drafts the evening's work — a teacher still signs off on every word
Product
Musaidi in action
How it works
From first touch to outcome
Draft
Ask for a lesson plan, marking pass, parent message, or IEP section in plain language — a structured draft comes back in seconds.
Review
Every suggested grade or draft carries its rationale, so the teacher can adjust with full context, not blind trust.
Approve
One tap approves and applies the change — to a gradebook entry, a parent message, or an IEP draft.
Track
Marking history and communication logs stay attached to the student record, visible to the teacher at any time.
Market
Sizing the opportunity
- TAM — $640M. MENA teacher-productivity & AI copilot software market
- SAM — $80M. Saudi K-12 teacher-copilot licensing market
- SOM — $6M. 3-year obtainable share via design-partner school and district licenses
Saudi Arabia's teacher workforce is being asked to do more curriculum-aligned reporting and individualized support even as class sizes stay large, and Vision 2030's Human Capability Development Program treats teacher capacity as a direct lever on learning outcomes.
Business model
How Musaidi makes money
Per-teacher annual license
Licensed to a school or district and priced per active teacher seat, not per feature module.
School-wide site license tier
A flat-rate tier for schools licensing the copilot for their full teaching staff at once.
IEP and specialist workspace add-on
A premium tier for the IEP drafting and specialist review workflow, sold alongside the core teacher license.
Revenue streams
Where the revenue actually comes from
Competition
Where we win
Our edge
- Only MoE-curriculum-aligned teacher copilot covering lesson planning, marking, parent messaging, and IEP drafting in one workspace, not four separate tools.
- Every suggested grade or draft ships with a rationale and requires explicit teacher sign-off before it reaches a student or guardian record.
- Built mobile-first for a teacher moving between classrooms, not a desktop staffroom tool that goes unused.
- Founding team combines Saudi K-12 classroom experience with hands-on applied-AI engineering.
Traction
Early validation, built for pilot readiness
- Full teacher copilot product experience designed and built end-to-end: lesson drafting, marking review, parent messaging, and IEP drafting.
- Architecture pre-aligned to PDPL, MoE Standards, NDMO Classification, and ISO 27001.
- Actively selecting design-partner schools for a first pilot cohort.
Go-to-market
Teacher-adopted first, then school- and district-licensed expansion
- 1Land with 2-3 design-partner schools piloting the copilot with a subset of teachers across core subjects.
- 2Prove time-saved and marking-consistency gains over a pilot term, then expand to full school-wide teacher adoption.
- 3Expand to additional schools and districts through MoE-aligned procurement once time-saved outcomes are demonstrated.
Team
Built by operators, not just builders
The ask
Raising a seed round to reach first school-licensed pilots
We're raising to fund curriculum-aligned lesson and marking model development, LMS/gradebook integration, and the core product and engineering team through first-revenue pilot deployments.