How AI can support education systems

AUTHORS

Fenton Whelan

Visual Hero

Using AI for the benefit of education systems remains a challenge. But if done correctly, there can be significant benefits.

AI has been one of the most heavily discussed topics in the world in recent times. It has its uses in the world of international development, and it could be for the benefit of millions. Within education, it holds the potential to build capacity for teachers in low- and middle-income countries (LMICs). It can do this through creating high-quality assessments, saving invaluable time for teachers, and personalising teacher training.

Raise assessment quality

Our research has found that AI products can be used to improve the quality of school assessments. There are many assessment products that can raise standards across all assessment stages, including creation, administration, grading, analysis and feedback. The products can do this through inputs such as a textbook, by leveraging language learning models (LLMs) and machine readable text.

There are also products that can generate visual assessments through text-to-image models. AI assessment products can therefore develop an engaging experience for students. Many school teachers do not have the expertise to design and administer high-quality assessments, so AI products can support them here, while taking away the possibility of human error involved.

AI capabilities can branch into reading and comprehension assessments too. Voice recognition and speech-to-text technologies can be used to administer aural assessments that test for reading and comprehension. This means teachers can test students across a variety of mediums, which can be particularly useful for different subjects.

Cost and time savings

Many school teachers do not have the capacity to create, administer, grade, analyse and provide feedback for assessments. Due to significant population increases in many LMICs, school classes are often overcrowded. Up to 45 students may be attending each class, so reducing the time teachers need to spend on assessments is one way of reducing burdens on them.

Teachers currently spend hours every week working on assessments that AI could be working on for them. The newfound time they could dedicate to individual students and improving classes has the opportunity to improve overall teaching quality and education for children.

There is still a long way to go before it is commonplace to see AI being used as a pivotal part of assessments in education throughout LMICs. However, AI can bring benefits to teachers, which in turn can improve the quality of education for children.

Related Insights

How Zamfara overcame the odds to boost child immunisation
How Zamfara overcame the odds to boost child immunisation

September 30, 2026

3 min read

Delivering vaccines in Nigeria’s Zamfara State means racing against both time and terrain. When seasonal rains turn dirt roads into rivers, or securit…

Read more

How Sokoto is transforming routine immunisation from the ground up
How Sokoto is transforming routine immunisation from the ground up

August 19, 2026

3 min read

Understanding why routine vaccination stalled in northern Nigeria requires a look at what happens on the back roads of Sokoto. Failure is rarely a cas…

Read more

Facing the uncomfortable truth for mothers in Nigeria
Facing the uncomfortable truth for mothers in Nigeria

April 9, 2026

3 min read

In late 2025, a senior health official in Sokoto was shown a series of photos from a local health clinic. He saw a rusted delivery bed and a room with…

Read more

When being near a clinic isn’t enough
When being near a clinic isn’t enough

March 10, 2026

3 min read

In July 2025, a senior public health leader in Kano, Nigeria, sat before a screen flashing red. The data revealed an uncomfortable truth: two urban ar…

Read more

Reaching children living with HIV in Nigeria
Reaching children living with HIV in Nigeria

February 3, 2026

4 min read

Children and adolescents living with HIV in Nigeria face a six- to eight-fold higher risk of developing cervical cancer. Protecting them against HPV –…

Read more

Turning AI into action for women’s and children’s health
Turning AI into action for women’s and children’s health

October 17, 2025

4 min read

Every day across Africa, women and children die from causes we already know how to prevent. The real challenge is not lack of innovation, but connecti…

Read more

Why delivery thrives in some contexts and not in others
Why delivery thrives in some contexts and not in others

September 24, 2025

2 min read

Delivery can transform how governments achieve results, but its success is highly context-dependent. Across countries, some delivery efforts drive rap…

Read more

Cultivating effective delivery
Cultivating effective delivery

August 13, 2025

2 min read

At its heart, delivery refers to a set of approaches, tools, and guidelines used to help governments improve services for citizens. It’s about moving…

Read more

Lessons Learned: How Good Policies Produce Better Schools
Lessons Learned: How Good Policies Produce Better Schools

August 13, 2025

1 min read

How do you get every school to be a good school? How, with thousands of schools and hundreds of thousands of teachers, do you get every lesson to be a…

Read more

Too much data, too little insight: what governments need to improve health outcomes
Too much data, too little insight: what governments need to improve health outcomes

June 26, 2025

4 min read

In 2022, Dr. Azra Pechuho, Minister of Health in Sindh, Pakistan, reviewed data suggesting maternal health facilities across the province were functio…

Read more

What adversity teaches us about innovation
What adversity teaches us about innovation

June 17, 2025

2 min read

Over the past decade, innovative, tech-enabled tools have become critical in enabling governments across Africa to address vital public sector challen…

Read more

The storm as our signal: reimagining global health in adversity
The storm as our signal: reimagining global health in adversity

May 23, 2025

4 min read

Off the main stage at the World Health Assembly in Geneva, a small side event carried a big idea: What if crisis isn’t a setback – but the spark we’ve…

Read more

Immunisation for all is humanly possible
Immunisation for all is humanly possible

April 24, 2025

2 min read

As we mark World Immunization Week 2025, this year’s banner, Immunization for All is Humanly Possible, isn’t just a rallying cry. It’s a global commit…

Read more

Healthy beginnings, hopeful futures
Healthy beginnings, hopeful futures

April 7, 2025

3 min read

On World Health Day 2025, the theme is healthy beginnings, hopeful futures. In light of increasing development sector spending cuts, Susan Mackay – He…

Read more

Vaccinating hard-to-reach communities in the DRC
Vaccinating hard-to-reach communities in the DRC

February 28, 2025

3 min read

Vaccination coverage is growing in low- and middle-income countries, yet some communities are being missed entirely. Many communities across low- and…

Read more

Combining rapid coverage assessments with demand surveys
Combining rapid coverage assessments with demand surveys

February 27, 2025

3 min read

Gathering data on low immunisation communities is an important first step to increasing vaccination coverage for citizens. Once immunisation coverage…

Read more

Women in leadership: the key to building trust in global health systems
Women in leadership: the key to building trust in global health systems

December 17, 2024

3 min read

If the past few years have taught us anything, it is that trust is the foundation on which effective health systems are built. Yet, as Acasus’ CEO, Fe…

Read more

Improving pre-primary education in low- and middle-income countries
Improving pre-primary education in low- and middle-income countries

September 12, 2024

2 min read

Pre-primary education has not always had the attention it needs to improve in low- and middle-income countries. It is time to turn a corner. Large num…

Read more

Scaling what works in education
Scaling what works in education

July 26, 2024

3 min read

While scaling resources in education is important, this alone does not improve quality. Moving beyond traditional metrics can help to see the details…

Read more

Using technology to improve education
Using technology to improve education

July 11, 2024

2 min read

There are limits to how technology can be used in education. Nevertheless, technology is being used to create improvements across low- and middle-inco…

Read more

Increasing investment in primary education
Increasing investment in primary education

July 10, 2024

3 min read

Investment in primary education is falling short of targets in many low- and middle-income countries (LMICs). But there are proven strategies to turn…

Read more

Using technology to support frontline health workers
Using technology to support frontline health workers

June 21, 2024

2 min read

Some health workers understandably worry about technology further overburdening them. But if interventions are designed correctly, more overburdening…

Read more

Improving immunisation coverage through health worker accountability
Improving immunisation coverage through health worker accountability

June 17, 2024

2 min read

The vast majority of frontline staff work exceptionally hard. But governments require evidence of performance to address concerns. Accountability is i…

Read more

Delivering sustainability in low- and middle-income countries
Delivering sustainability in low- and middle-income countries

June 10, 2024

3 min read

Many people agree that sustainability is the right path to follow, but delivering it is something else entirely. Sustainability is an important goal i…

Read more

Reaching 20 million children in two weeks: learnings from Sindh, Pakistan
Reaching 20 million children in two weeks: learnings from Sindh, Pakistan

March 9, 2023

3 min read

The province of Sindh in Pakistan ran one of the largest Measles-Rubella (MR) vaccination campaigns, reaching around 20 million children in two weeks.…

Read more

My new table: a first week at Acasus
My new table: a first week at Acasus

December 5, 2022

2 min read

Sue advises Acasus on technical issues in the health sector. September 14  Our founder, Fenton Whelan, invited me to an all-staff meeting in Duba…

Read more

Best practices for effective political advocacy in global education
Best practices for effective political advocacy in global education

December 5, 2022

3 min read

Most governments recognise the need to improve health and education outcomes but fail to act. Data-driven advocacy led by local champions can help dri…

Read more

Lessons learned: rebuilding health service delivery after conflict
Lessons learned: rebuilding health service delivery after conflict

July 5, 2022

2 min read

Northern regions in Ethiopia have been operating with reduced or disrupted health services. We supported regional administration and the government in…

Read more

Rapidly mapping health facilities in fragile and conflict-affected contexts
Rapidly mapping health facilities in fragile and conflict-affected contexts

May 26, 2022

3 min read

Somalia is one of the most difficult places to provide health services, following decades of conflict and political instability, and persistent limita…

Read more

What made Mozambique’s Covid vaccination drive so successful?
What made Mozambique’s Covid vaccination drive so successful?

May 10, 2022

3 min read

Mozambique’s strong performance is gaining recognition regionally and internationally, despite initial constraints of vaccine supply, in-country deliv…

Read more

Making data work for governments
Making data work for governments

April 5, 2022

2 min read

We summarise four challenges below and mention some of the best practices that can help partners and implementers overcome them. Reliance on self-repo…

Read more

Practical advice for young public officials
Practical advice for young public officials

February 22, 2022

2 min read

Here are a few insights I gained from my experience that I would like to share with the thousands of young public officials who have to make decisions…

Read more

From evidence to action in education
From evidence to action in education

November 23, 2021

3 min read

Around 90% of children in sub-Saharan Africa cannot read a basic sentence by the time they turn ten. Often this is due to the poor use of evidence in…

Read more

Using geospatial analysis to improve health service delivery
Using geospatial analysis to improve health service delivery

August 31, 2021

3 min read

Each year, around 10 million children receive no vaccinations at all. More than fifty percent of these zero-dose children live in urban slums, remote…

Read more

The gender gap in Covid-19 vaccination – and what to do about it
The gender gap in Covid-19 vaccination – and what to do about it

August 10, 2021

2 min read

A few weeks ago, Taimur Khan Jhagra, Health Minister and Finance Minister in Khyber Pakhtunkhwa, Pakistan, used his Twitter account to highlight gende…

Read more

Mitigating learning losses after Covid-19
Mitigating learning losses after Covid-19

June 8, 2021

2 min read

Even before the Covid-19 pandemic, nine out of ten children in Sub-Saharan Africa were unable to read and understand a simple text by the age of ten.…

Read more

Mapping and understanding the needs of populations in urban slums
Mapping and understanding the needs of populations in urban slums

May 12, 2021

3 min read

It can be challenging to provide consistent health services in urban slums, which often contain populations with some of the lowest levels of access t…

Read more

Making the Covid-19 vaccine rollout work
Making the Covid-19 vaccine rollout work

May 11, 2021

3 min read

The rollout of the Covid vaccine is unlike any other. For most public officials involved, it will be the most complex challenge they will ever face in…

Read more

How simple digital tools are improving immunisation in Mozambique
How simple digital tools are improving immunisation in Mozambique

May 10, 2021

3 min read

To help reduce the rate of under-immunised children in Mozambique, the government launched new digital supervision tools to help manage service delive…

Read more

How satellite data is helping vaccinators reach missed communities in the DRC
How satellite data is helping vaccinators reach missed communities in the DRC

April 6, 2021

3 min read

In 2017, surveys showed that only one in three children were fully immunised in the Democratic Republic of the Congo (DRC), while one in five did not…

Read more

Simplifying vaccine delivery in Chad
Simplifying vaccine delivery in Chad

February 23, 2021

3 min read

One of the first steps in redesigning a vaccine distribution system is to understand the existing bottlenecks, flaws and inefficiencies that prevent i…

Read more

Strengthening school leadership to improve education in Peru
Strengthening school leadership to improve education in Peru

March 19, 2020

2 min read

Good school leadership can have a powerful effect on learning and achievement. Research conducted by Marzano, Waters and McNulty found that the e…

Read more

The science of detecting false data
The science of detecting false data

November 19, 2019

2 min read

Leaders of health and education systems often rely on datasets that are inaccurate or incomplete. Advanced analytics can help understand and improve d…

Read more