Lens
Gradual: Broad automation and transformative growth · AGI ~2040
Growth as of

Burundi

Sub-Saharan Africa · High-risk / volatile
$234
GDP per capita · 2025 · World Bank
AGI Growth Index
45.8
Post-AGI rate · from 2040 · Gradual
4.9%
vs trend +1.5pp · doubles every 14.5y
Growth in 2035 · Gradual
3.8%
vs trend +0.4pp
Trend, no AI
3.4%
mean 2016–2025
GDP in 2045 vs no-AI path
×1.14
levels, not rates · think in levels first (Moll & Imas 2026)
Average growth 2025–2045
4.1%
ramp included · comparable across scenarios

GDP per capita to 2060, by scenario

0$200$40020252030203520402045205020552060Fast AGIGradual AGI
ModestGradualFastdashed = no AI

Constant-rate scenario path; the 2060 endpoint levels are illustrative, not forecasts.

Factor profile

ComputeGeopoliticsDiffusionLanguageBuildCatch-upDemographicsCyberClimate
Burundi
High-risk / volatile

Military governments, very weak state capacity, or limited access to the AI supply chain keep these countries from converting AI into growth.

Modeled advantage: They receive the smallest gains under all three scenarios.
Main exposure: Sanctions, conflict, coups, weak institutions and limited compute access.
Compute & Energy Access1.0
Geopolitical Positioning2.0
AI Diffusion Capacity1.1
Language Inclusion1.0
Physical Build Speed2.7
Catch-up Headroom4.9
Demographics & Migration2.8
Cyber Resilience1.0
Climate & Environmental Resilience4.1

How this economy meets AI

Today’s production, workforce and automation baseline — context for the scenarios, outside the AGI Growth Index.

Production baseAgrarian
Workforce structureAgrarian workforce
Work organizationHighly informal
Current automationLow current exposure

Where output comes from (% of GDP)

Agriculture 202534.3%
Industry 202518.2%
Services 202542.1%

Where people work (% of employment)

Agriculture 202585.3%
Industry 20253.1%
Services 202511.6%

Informal employment

Share of employment 201498%

Current automation exposure

Tasks exposed9.4%
Interpretation of these indicators

A large share of the workforce remains in agriculture and informal activity. This provides some initial insulation from cognitive automation but also limits the speed at which existing workplaces can capture productivity gains.

Current automation, not AGI. The Global Automation Atlas measures economically plausible automation in typical workplaces around 2026. It is a useful baseline for where automation can enter today, not a forecast of exposure to gradual or fast AGI. Explore current task exposure in the Global Automation Atlas →

Sources: World Bank WDI; ILOSTAT; Global Automation Atlas (Garg, Crosta & Baier, 2026). The latest available year is shown for each measure; vintages differ, so shares may not sum to 100.

Country brief · simulations, not forecastsDownload the earlier brief (PDF)
This brief is being updated. It was drafted before the atlas’s latest model update, so some of its growth rates, ranks and dates differ from the figures above. Where they differ, the figures above are current.

Where Burundi starts

Burundi enters the AGI era in the high-risk and volatile group: states cut off from the AI supply chain, where weak or unstable institutions bind before technology does. The scores show why. Compute and energy access is 1 out of 5, the floor. Cyber resilience is 1, AI diffusion capacity 1.1, language inclusion 1. This is one of the world's lowest-income economies, at about $234 per person, with just $3bn in output for 14.4m people. Its exports are mostly coffee and tea; manufactured goods are a sixth of the total. What Burundi does hold is room to grow: catch-up headroom scores 4.9 and climate resilience 4.1. Ten-year trend growth is 3% a year. The limits that bind are power, skills and a fragile state, not ambition.

The three paths

These are simulations, not forecasts. The Modest path is the baseline; the two AGI scenarios fork from it. Under the Modest scenario, AI stays a normal technology. Burundi would grow at 3.1% a year, 71st of 157, barely above its trend. At that pace the economy doubles in about 23 years. Under Gradual takeoff, growth would climb over two decades and reach 5.2% a year once AGI matures around 2045, ranking 125th. That doubles the economy in under 14 years. The gain comes from catch-up room and cheaper tools reaching farms and offices, not from any AI industry at home. Under Fast takeoff, higher growth would arrive from the early 2030s, but Burundi reaches only 4.9% a year and slips to 126th, one place lower. A fast world rewards the compute and geopolitical assets Burundi lacks most, so speed does not help it. All three paths still stay above the no-AI trend. Politics could slow or redirect any of them. How Burundians and their leaders respond to transformative AI is a variable the model holds constant.

How you would know which world you are in

The scenarios look almost the same until about 2030. The late 2020s add only fractions of a point to growth in each. So watch leading signals, not GDP, and watch them live. Three global tells matter most. First, whether the METR task horizon curve keeps doubling every four to five months through 2027–28; METR publishes it at metr.org. Second, whether frontier lab revenue and capital spending keep compounding; Epoch AI tracks both at epoch.ai. Third, whether growth in the ten to twenty most-ready economies, the United States and China above all, breaks above trend in the early 2030s. Double-digit growth there within a couple of years of 2030 would point to a fast world. A point or two above trend by the mid-2030s would point to a gradual one. A fade back to trend would point to a modest one. Burundi's own signals would arrive earlier than the growth data: rising electricity access, mobile-internet and device ownership, new regional hydropower coming online, and whether government services begin moving online at all.

If growth goes explosive

For Burundi, explosive is the wrong word, and it is worth saying plainly. At 5.2% growth a year, Burundi would run a little ahead of its own history and close to its region, but far behind the frontier, where the United States would be compounding at nearly 20% under a gradual takeoff. The gap with the richest economies would widen, not close. Still, 5.2% doubles the economy in under 14 years, so a child born today could reach adulthood in a country twice as large. Growth would come from farming, services and trade adopting cheaper tools, not from new AI plants. Rising labor demand and wages at home could ease the pressure on young Burundians to emigrate for work. There is an honest downside. Burundi has one of the world's youngest and fastest-growing workforces, and that abundant young labor is the very thing AI is built to substitute for. If automation arrives before schooling and jobs do, the dividend becomes a burden. The hedge is to invest in skills and power now, while the twenty-year window is still cheap. Even a modest path would test the state: keeping the lights on, collecting tax, and delivering services in provinces it barely reaches today.

What Burundi can do now

Three levers follow from the scores, and two pay off whether or not AGI arrives. The first is AI diffusion capacity, at 1.1. Digital skills, permissive rules for deploying tools, and moving government services online carry weight even in the skeptic's world, so this is a no-regret move. The second is geopolitical positioning, at 2. Staying clear of renewed sanctions and keeping access to capital markets protects the economy under every scenario; Burundi saw EU sanctions lifted only in 2022, so this ground is fresh. The third lever is the bet. Compute and energy access, at 1, barely moves growth if AI stays ordinary, but under a fast takeoff it becomes Burundi's single largest lever. Closing it starts with the basics: more generation and grid, building on regional hydropower like the Rusumo Falls plant. A $234-per-person economy cannot fund this alone, so it needs partners and concessional finance. DR Congo, a peer in the same group, has tied its resources to trusted partners through the Lobito rail corridor to draw in Western investment; Burundi can pursue similar alignment through the East African Community. A cautious government can act on the two no-regret levers today and lose nothing. Open the atlas's policy editor to see how raising any of these scores shifts Burundi's path under each scenario.

Use the policy editor to test how different factor scores change Burundi’s modeled path. The roadmap builder below can then incorporate those targets into a 1,000-day planning prompt.

Drafted with Claude, Anthropic’s AI model, from the atlas’s data and an editorial template set by the author.

For government planning · compatible with any AI model

Create a 1000-day AGI and growth roadmap prompt

This prompt can be used with Claude, ChatGPT or an open-weight model hosted on your institution’s systems. It includes the atlas material for Burundi: the country brief, economic structure, region, archetype and global scenarios. It instructs the model to ask for local information, use existing strategies and the political calendar, and preserve the atlas’s interpretation rules. The prompt is assembled in your browser; the information entered here is not sent elsewhere.

1 · Read the brief  →  2 · Set targets in the policy editor →  3 · Generate and copy the prompt  →  4 · Run it with an approved model, with high reasoning effort and web access where permitted

No score targets included. Set them in the policy editor.

Instructions are generated in the selected language; the data annex remains in English. Translations are machine-drafted, and corrections from native speakers are welcome through the contact links on the start page.