01
Teacher shortage
One teacher, a room that keeps filling.
Teachers often manage classrooms of 50 or more students, with limited resources.
Amal
Amal learns from real classrooms, so its help fits each teacher’s curriculum, context and learners.


The challenge
01
One teacher, a room that keeps filling.
Teachers often manage classrooms of 50 or more students, with limited resources.
02
The school day is already full.
Lesson plans, schemes of work and assessments follow teachers home.
School day
03
Nine in ten children in Africa can’t read or do basic maths by age 10.
Every learner needs teaching that meets them where they are.
The product
Personalized guidance for everyday teaching decisions
Lesson plans, schemes and assessments built around each teachers’ curriculum and learners
One place to keep, find and reuse teaching resources.
Short individualized courses through Amal Academy, co-developed with universities.

01 / 04Ask
Grounded
Amal aims to connect its support to what teachers teach and where they teach it, from Kenya’s competency-based curriculum to their own materials.
Scheme of work.pdf
Textbook p. 42
Amal
Scheme of work.pdf
Textbook p. 42
Amal
Memory
Amal’s memory system keeps track of each teacher’s subjects, context and preferences, so support can grow more relevant over time.
Memory
Teaches Grade 6 Science
RemovePrefers examples from local farming
RemoveClass of 54 learners
Remove
Grade 6 Science
Nyeri County
Class of 54
Kiswahili examples
Uses group work
Exam prep in March
Week 1
Week 12
Teachers stay in control: review, remove or switch off memories anytime.


Reach
Amal works on WhatsApp and the web, so support can reach teachers in more places.
The system
Access, context, AI and learning, working as one connected system.
Continuity loop: each session feeds context back in
Evidence
A randomized study in Machakos County, Kenya, found early improvements in lesson plan quality and teacher-reported AI skills. We are still learning what works, for whom and where.
See how we measure impactRandomized controlled trial · Machakos County, Kenya
300 teachers. Schools were assigned at random to use Amal with training, or to keep preparing lessons as usual.
Each hexagon is a school
Lesson plan quality
+1.56
points on a 0–4 rubric
p < 0.001
Teacher-reported AI skills
+0.21
on the AI adoption index
p = 0.042
Prep time for summative assessments
−39%
compared with the comparison group
p < 0.001
Teacher wellbeing
+1.04
points on a 5-point index
p < 0.001
Cluster-randomized trial with difference-in-differences: 300 teachers at baseline, 273 at endline, measured one month after access. Source: Amal Labs, 2026 Impact Report.

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