Kenya

Scenarios and horizons

What could materially change by 2031 and 2036?

Scenarios are arithmetic on observed history under a published assumption. They are not predictions and carry no probability. 2026, 2031, 2036 are the only formal horizons — no value is projected for any year between them.

Youth labour-market entry

How many young people may enter working age, and what does entering the labour market look like?

• Operational

  The first cohort under Kenya’s Competency-Based Curriculum entered senior school in January 2026, with roughly 1.2 million Grade 9 learners moving to Grade 10 and placed across STEM, Social Sciences, and Arts and Sports Science pathways on a 60/40 split between the national junior-school assessment and school-based assessment.

  CBC Milestone: First KJSEA Cohort Set to Transition to Senior Secondary Schools Capital FM News, 2025-12 · Secondary

What kinds of work dominate

Where do people actually work, and how might that change?

Female participation rate — Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate). Percentage of the FEMALE population aged 15 and over who are in the labour force, employed or unemployed.

No reviewed document in this platform's research record bears on this question for this country. That is a gap in the evidence, not a finding about the country.

Infrastructure constraints

What are the physical limits — connection, power, and where they reach?

• Operational

  Kenya is one of five countries holding effectively all of Africa's data centre capacity.

  Africa holds just 0.6% of global data centre capacity as $60bn AI drive spurs 1.2GW expansion by 2030 TechEconomy, 2026 · Secondary

Education and practical AI skills

What is the education base, and what is being built on top of it?

• Approved

  Kenya's National AI Strategy was launched in March 2025, and Kenya is noted for the scale and financing of its rollout plan.

  African Countries Are Racing to Create AI Strategies — But Are They Putting the Cart Before the Horse? Global Center on AI Governance, 2025 · Secondary

• Operational

  The first cohort under Kenya’s Competency-Based Curriculum entered senior school in January 2026, with roughly 1.2 million Grade 9 learners moving to Grade 10 and placed across STEM, Social Sciences, and Arts and Sports Science pathways on a 60/40 split between the national junior-school assessment and school-based assessment.

  CBC Milestone: First KJSEA Cohort Set to Transition to Senior Secondary Schools Capital FM News, 2025-12 · Secondary

Informal enterprise and MSMEs

How may informal enterprises and small firms be affected, and what would let one grow?

Account ownership (incl. mobile money) — Account ownership at a financial institution or with a mobile-money-service provider (% of population ages 15+). Percentage of the population aged 15 and over. Counts an account at a bank or other financial institution, OR personal use of a mobile-money service in the past 12 months. Mobile money IS included.

No reviewed document in this platform's research record bears on this question for this country. That is a gap in the evidence, not a finding about the country.

Financial inclusion

Who can be paid, save or borrow — and on what definition?

Account ownership (incl. mobile money) — Account ownership at a financial institution or with a mobile-money-service provider (% of population ages 15+). Percentage of the population aged 15 and over. Counts an account at a bank or other financial institution, OR personal use of a mobile-money service in the past 12 months. Mobile money IS included.

No reviewed document in this platform's research record bears on this question for this country. That is a gap in the evidence, not a finding about the country.

Digital public services

What can a citizen do with the state without queueing?

Account ownership (incl. mobile money) — Account ownership at a financial institution or with a mobile-money-service provider (% of population ages 15+). Percentage of the population aged 15 and over. Counts an account at a bank or other financial institution, OR personal use of a mobile-money service in the past 12 months. Mobile money IS included.

• Partially operational

  Kenya replaced the National Hospital Insurance Fund with the Social Health Authority, which took effect in October 2024 and had registered over 22 million people by May 2025 across three funds: primary healthcare, social health insurance, and emergency, chronic and critical illness.

  Kenya Records Major Milestones in Universal Health Coverage Under BETA Agenda Ministry of Health, Republic of Kenya, 2025 · Official

Agriculture and creative enterprise

Two sectors that employ many and are measured badly. What is known?

• Proposed

  The Creative Economy Support Bill (Senate Bill No. 30 of 2024) is before the Kenyan Parliament and would establish a statutory framework for the creative sector, including a support fund, a credit guarantee scheme, a creative voucher system and recognition of prior learning for self-taught practitioners.

  The Creative Economy Support Bill (Senate Bill No. 30 of 2024) Parliament of Kenya, 2024 · Primary

  Corroborated: Kenya`s Creative Economy Bill Moves to National Assembly, Paving Way for Industry Reform IFACCA — International Federation of Arts Councils and Culture Agencies, 2025-10 · Secondary — Establishes parliamentary progress the Bill text alone cannot: that the Bill passed the Senate and was forwarded to the National Assembly in 2025. A published Bill proves a draft exists; this proves it moved.

Local innovation, compute and technology ownership

Is capability being built here, or rented from elsewhere?

• Approved

  Kenya's National AI Strategy was launched in March 2025, and Kenya is noted for the scale and financing of its rollout plan.

  African Countries Are Racing to Create AI Strategies — But Are They Putting the Cart Before the Horse? Global Center on AI Governance, 2025 · Secondary

• Operational

  Kenya is one of five countries holding effectively all of Africa's data centre capacity.

  Africa holds just 0.6% of global data centre capacity as $60bn AI drive spurs 1.2GW expansion by 2030 TechEconomy, 2026 · Secondary

• Under construction

  Kenya published an Artificial Intelligence Strategy covering 2025 to 2030, and the Maseno Centre for Applied AI is collecting voice data for five languages spanning three language families: Dholuo, Maasai and Kalenjin (Nilotic), Somali (Cushitic) and Kikuyu (Bantu).

  How African scientists are teaching AI to speak over 17 local languages Daily Nation, 2025 · Secondary

• Funded Not independently checked Continental scope

  The Masakhane African Languages Hub was established in July 2025 and opened a grant programme to fund dataset development for 50 African languages, supported by Google.org, the UK Foreign, Commonwealth and Development Office, the International Development Research Centre and the Gates Foundation.

  Kenya AI hub to fund datasets for 50 African languages Africa AI News, 2025 · Secondary

Regional inequality

Does the national figure describe the country, or its capital?

No reviewed document in this platform's research record bears on this question for this country. That is a gap in the evidence, not a finding about the country.

Gender and rural exclusion

Who is left out of the measured gains, and is it measured at all?

Female participation rate — Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate). Percentage of the FEMALE population aged 15 and over who are in the labour force, employed or unemployed.

• Partially operational

  Kenya replaced the National Hospital Insurance Fund with the Social Health Authority, which took effect in October 2024 and had registered over 22 million people by May 2025 across three funds: primary healthcare, social health insurance, and emergency, chronic and critical illness.

  Kenya Records Major Milestones in Universal Health Coverage Under BETA Agenda Ministry of Health, Republic of Kenya, 2025 · Official

• Operational

  The first cohort under Kenya’s Competency-Based Curriculum entered senior school in January 2026, with roughly 1.2 million Grade 9 learners moving to Grade 10 and placed across STEM, Social Sciences, and Arts and Sports Science pathways on a 60/40 split between the national junior-school assessment and school-based assessment.

  CBC Milestone: First KJSEA Cohort Set to Transition to Senior Secondary Schools Capital FM News, 2025-12 · Secondary

Institutional implementation capability

Can the state actually deliver what it commits to — fiscally, administratively, and through a political cycle?

• Unverified Not independently checked

  Kenya was reported to be negotiating a new IMF programme while relying heavily on domestic borrowing, with IMF credit outstanding among the largest in Africa.

  Kenya IMF Program The National Treasury of Kenya, 2026 · Official

• Announced

  A general election was scheduled for August 2027.

  Africa's 2026 Elections: Navigating Complexity to Deliver for Citizens Africa Center for Strategic Studies, 2026 · Secondary

Announced versus delivered

How much of what has been announced has actually arrived?

Based on 10 dated records. A larger number means more evidence has been reviewed, not that more has happened.

Where AI adoption is evident

What is actually recorded as happening, and at what delivery stage?

• Operational

  Kenya is one of five countries holding effectively all of Africa's data centre capacity.

  Africa holds just 0.6% of global data centre capacity as $60bn AI drive spurs 1.2GW expansion by 2030 TechEconomy, 2026 · Secondary

• Operational

  Kenya was among the first participants in the AfCFTA Guided Trade Initiative.

  The Guided Trade Initiative: documenting and assessing the early experiences of trading under the AfCFTA UN Economic Commission for Africa, 2024 · Primary

• Partially operational

  Kenya replaced the National Hospital Insurance Fund with the Social Health Authority, which took effect in October 2024 and had registered over 22 million people by May 2025 across three funds: primary healthcare, social health insurance, and emergency, chronic and critical illness.

  Kenya Records Major Milestones in Universal Health Coverage Under BETA Agenda Ministry of Health, Republic of Kenya, 2025 · Official

• Operational

  The first cohort under Kenya’s Competency-Based Curriculum entered senior school in January 2026, with roughly 1.2 million Grade 9 learners moving to Grade 10 and placed across STEM, Social Sciences, and Arts and Sports Science pathways on a 60/40 split between the national junior-school assessment and school-based assessment.

  CBC Milestone: First KJSEA Cohort Set to Transition to Senior Secondary Schools Capital FM News, 2025-12 · Secondary

• Under construction

  Kenya published an Artificial Intelligence Strategy covering 2025 to 2030, and the Maseno Centre for Applied AI is collecting voice data for five languages spanning three language families: Dholuo, Maasai and Kalenjin (Nilotic), Somali (Cushitic) and Kikuyu (Bantu).

  How African scientists are teaching AI to speak over 17 local languages Daily Nation, 2025 · Secondary

Where it is not evident

Which areas have been examined and show nothing?

These decision areas have been examined for this country — the record covers adjacent areas — and no document bearing on them was found.

• What kinds of work dominate
• Informal enterprise and MSMEs
• Financial inclusion
• Regional inequality

Not evident is a statement about the reviewed record. It is not a statement that nothing is happening.

What remains unexamined

Which areas has this platform not reviewed at all? Absent evidence is not evidence of absence.

Every decision area carries at least one reviewed document.

Who may benefit

Which groups are positioned to gain, on the evidence held?

On the shared data, Kenya's working-age share was 61.2% in 2026, implying about 35.2m people of working age. 36.3% of the population were under 15 in 2025, and will be reaching working age within these horizons.

A share of the population, and the count implied by it. Working age is not employment, and entering working age is not entering the labour market. Which of these people a given intervention reaches is not established by any series this platform holds; it is a question for programme-level data.

Who may be reached last

Which groups are positioned to be reached last, or missed?

The platform can name the exclusion dimensions it measures, and only those.

Disability, internal migration status and sub-national variation are unexamined for this country. A safeguard aimed at them could not be verified here.

Plausible institutional actions

What could an institution actually do here, given the constraints on the record?

This instrument does not recommend. What it can do is state which levers its evidence base can say anything about for Kenya, and which it cannot.

Open the Decision Lab for Kenya →

What must happen for improvement

What are the gates between the current position and a better one?

3 records sit at intent — announced or approved, nothing built. Each has a delivery gate it has not yet passed.

• Approved

  Kenya's National AI Strategy was launched in March 2025, and Kenya is noted for the scale and financing of its rollout plan.

  African Countries Are Racing to Create AI Strategies — But Are They Putting the Cart Before the Horse? Global Center on AI Governance, 2025 · Secondary

• Announced

  A general election was scheduled for August 2027.

  Africa's 2026 Elections: Navigating Complexity to Deliver for Citizens Africa Center for Strategic Studies, 2026 · Secondary

• Proposed

  The Creative Economy Support Bill (Senate Bill No. 30 of 2024) is before the Kenyan Parliament and would establish a statutory framework for the creative sector, including a support fund, a credit guarantee scheme, a creative voucher system and recognition of prior learning for self-taught practitioners.

  The Creative Economy Support Bill (Senate Bill No. 30 of 2024) Parliament of Kenya, 2024 · Primary

What could invalidate this

What would have to be true for this reading to be wrong?

• A delivered record proving to have been withdrawn or suspended, which would move the delivery counts and is recorded here when it happens.
• A revision to the underlying indicator series by its issuing body, which would move the baseline every scenario starts from.
• Evidence that a programme recorded as national in scope operates in only part of the country, which would change who it reaches without changing its status.

What to watch next

Which specific, checkable things would move the picture?

Specific and checkable, drawn from this country's own record rather than from a general list.

• Whether Kenya's National AI Strategy was launched in March 2025, and Kenya is noted for the scale and financing of its… moves past Approved.
• Whether A general election was scheduled for August 2027.… moves past Announced.
• Whether The Creative Economy Support Bill (Senate Bill No. 30 of 2024) is before the Kenyan Parliament and would estab… moves past Proposed.

All signals for Kenya →

Milestone timeline

What is dated, what state is it in, and what does it not establish?

Lived experience

What does the evidence imply for a specific person, and who does it miss?

• Observed Plausible implication

  A young person entering work

  36.3% of the population was under 15 in 2025; gross secondary enrolment was 84.3% in 2023; recorded youth unemployment was 15.2% in 2025.

  Plausible implication, not measured: A cohort this size arriving against an enrolment rate below universal means the schooling a young person brings to the labour market varies widely, and a programme pitched above that level selects a minority of them.

  What would settle it. Completion rates by sex and location, and destination data six and twelve months after leaving school. Neither is held here.

  Who this misses. Young people already out of school, who are outside an enrolment measure by construction.

  Evidence used: youth, secondary, youthunemp.

• Observed Plausible implication

  An informal trader or micro-enterprise owner

  90.1% of people aged 15 and over held an account at a financial institution or personally used mobile money in 2024; domestic credit to the private sector was 31.8% of GDP in 2023; 41.7% of employment was in services in 2025.

  Plausible implication, not measured: Being payable is not being financeable. An account is a payment rail, and nothing in this platform establishes that account records are used in any lending decision.

  What would settle it. Firm-level credit surveys recording refusals and their reasons, and credit-bureau coverage figures.

  Who this misses. Unregistered traders, who are outside most support instruments by design rather than by accident.

  Evidence used: account, credit, servemp.

• Observed Plausible implication

  A farmer

  45.8% of employment was in agriculture in 2025, producing 23.2% of GDP in 2025; rural household electricity access was 67.1% in 2024.

  Plausible implication, not measured: Where the employment share far exceeds the output share, the productivity problem and the employment problem are the same problem. Rural power is the constraint on anything requiring storage, processing or irrigation.

  What would settle it. Yield and farm-income panels linked to adoption of a specific tool or service.

  Who this misses. Farmers without a connection at all, and anyone whose land tenure prevents investment regardless of technology.

  Evidence used: agriemp, agrigdp, electricityrural.

• Observed Plausible implication

  A teacher or learner

  Gross secondary enrolment 84.3% (2023); adult literacy 82.2% (2000); household electricity access 77% (2024).

  Plausible implication, not measured: Evening study, device charging and any screen-based material all assume power at home. Where access is short of universal, a digital learning programme reaches the connected fraction of an already-enrolled fraction.

  What would settle it. School-level electrification and connectivity audits, and learning outcomes disaggregated by both.

  Who this misses. Non-literate adults, for whom a text-based service is unavailable regardless of coverage.

  Evidence used: secondary, literacy, electricity.

• Observed Plausible implication

  A citizen using public services

  35% of people used the internet in 2024; 90.1% of people aged 15 and over held an account or used mobile money in 2024; the government effectiveness estimate was -0.3 in 2024.

  Plausible implication, not measured: Digitising a service moves it towards the people who can already reach it. Retaining an assisted or offline channel is what decides whether the rest keep access.

  What would settle it. Service-level uptake by channel, and the share of transactions still completed in person.

  Who this misses. People whose identity documents do not match registry records — unmeasured everywhere in this instrument.

  Evidence used: internet, account, goveff.

• Not generated

  A rural resident

  Not generated from the available evidence. This situation requires water, which is not held for this country. No prose is written in its place.

Each situation is built only where the indicators it names are held for this country. Where they are not, it says so rather than substituting general prose — a situation the evidence cannot support would read as a finding. The observed line is measured; the line marked as a plausible implication is an argument, and it names what would settle it.

Evidence quality and gaps

How much has been reviewed here, how good is it, and what is ageing?

Evidence depth differs between countries and this instrument renders the difference rather than smoothing it. A thin record is a statement about what has been reviewed. It is never a statement about the country, and it is never comparable to another country as a measure of performance.