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

Kosovo

Europe · Tourism and diaspora economies
$7,899
GDP per capita · 2025 · World Bank
AGI Growth Index
48.3
Post-AGI rate · from 2040 · Gradual
6%
vs trend +2pp · doubles every 11.9y
Growth in 2035 · Gradual
4.6%
vs trend +0.6pp
Trend, no AI
4%
mean 2016–2025
GDP in 2045 vs no-AI path
×1.19
levels, not rates · think in levels first (Moll & Imas 2026)
Average growth 2025–2045
4.9%
ramp included · comparable across scenarios

GDP per capita to 2060, by scenario

0$20k$40k20252030203520402045205020552060Fast AGIGradual AGI
ModestGradualFastdashed = no AI

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

Factor profile

ComputeGeopoliticsDiffusionLanguageBuildCatch-upDemographicsCyberClimate
Kosovo
Tourism and diaspora economies

They earn from what cannot be sent down a wire: visitors who come, and workers abroad who send money home.

Modeled advantage: Wealth from AI in rich and aging countries raises demand for both, so they can do better than their scores suggest, most of all under Fast.
Main exposure: Openness they do not control: visas, flights and the politics of migration. Also climate, and booking platforms that take a larger share of each trip.
Compute & Energy Access1.0
Geopolitical Positioning2.0
AI Diffusion Capacity3.1
Language Inclusion1.3
Physical Build Speed1.9
Catch-up Headroom3.2
Demographics & Migration2.4
Cyber Resilience2.4
Climate & Environmental Resilience4.0

How this economy meets AI

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

Production baseDiversified
Workforce structureUnavailable
Work organizationUnavailable
Current automationUnavailable

Where output comes from (% of GDP)

Agriculture 20257.4%
Industry 202525%
Services 202546.2%

Where people work (% of employment)

AgricultureComparable data are not available for this measure.
IndustryComparable data are not available for this measure.
ServicesComparable data are not available for this measure.

Informal employment

Share of employmentComparable data are not available for this measure.

Current automation exposure

Tasks exposedComparable data are not available for this measure.
Interpretation of these indicators

Several parts of the economy could transmit AI’s effects. The pace depends on adoption by firms, connectivity and movement of workers between sectors.

This country is not covered by the Global Automation Atlas’s public country file; its task-level exposure work for other countries is at automationatlas.org.

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 Kosovo starts

Kosovo enters the AGI era as a reform climber: a small economy growing steadily from a low base while its institutions improve. The scores explain the label. Catch-up headroom is 3.3 and AI diffusion capacity 3.2, both signs of an economy with room to grow and a young workforce ready to take up new tools. Climate and environmental resilience is its strongest score at 4. What holds it back is structural. Compute and energy access scores 1, the lowest band; the grid still leans on aging lignite plants. Language inclusion is 1.2, and contested statehood keeps geopolitical positioning at 2. At about $8,000 per person, with 1.6 million people and Europe's youngest population, Kosovo has momentum. Ten-year trend growth of 4.3% a year is among the fastest in the Western Balkans.

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. Kosovo would hold near its trend at 4.4% growth a year, 39th of 157 — a strong rank, because steady catch-up growth looks good when nobody is racing ahead. That economy doubles in about 16 years. Under Gradual takeoff, growth would build for two decades and reach 7.4% a year once AGI matures around 2045, doubling in under ten years. Yet Kosovo's rank would fall to 91st, because faster-growing economies pull ahead. This two-decade runway suits Kosovo best: it rewards momentum and gives its young workforce time to adjust. Under Fast takeoff, growth would reach 6% a year from the early 2030s, a doubling in about twelve years, and the rank would slip further to 110th. A fast world puts heavy weight on the compute and frontier access Kosovo does not hold, so its gains are real but smaller than under Gradual. Regulation and politics could slow or redirect any path. How Kosovars and their leaders respond to transformative AI is a variable the model holds constant.

How you would know which world you are in

The three scenarios look almost identical until about 2030, so watch leading indicators, not GDP, and check them live. Three global signals 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 to a gradual one; a fade back to trend to a modest one. Kosovo's own tells would arrive sooner: the order books of its software and outsourcing firms, diaspora investment flows, EU accession milestones, and financial close on new solar and grid projects.

If growth goes explosive

For Kosovo, explosive is relative. Even its best case, 7.4% growth a year under Gradual, sits below the regional median of 10.4% and far behind a frontier compounding at nearly 20%. Kosovo would climb faster than its own history but slower than its neighbors. Still, doubling every ten years is transformative: a child starting school would finish it in an economy twice as large. The mix would shift toward services and software, and rising wages at home would ease the pressure on young Kosovars to emigrate for work. There is a way this leaves Kosovo worse off. Its contested statehood keeps it outside many trusted-partner frameworks, so it risks becoming a rule-taker inside chip regimes set elsewhere, renting compute it cannot own. Its young talent could also be pulled abroad faster as booming economies bid for skills. The hedge is to lock in alliance access early and give skilled workers reasons to stay. Even then, the pace-setter shifts to the state, testing whether Kosovo's permitting offices, energy regulator and courts can approve and connect projects fast enough.

What Kosovo can do now

Three levers follow from the scores, and two pay off whether or not AGI arrives. The first no-regret move is physical build speed, low at 2. Statutory time limits on permits, one-stop approvals and pre-zoned land would speed every kind of investment and cost little to enact. The second no-regret move is geopolitical positioning, also 2. Deepening EU accession, keeping open access to capital markets and joining trusted-partner technology frameworks protects Kosovo under any scenario; contested statehood makes this urgent. A cautious government can act on both today and lose nothing if the skeptics are right. The third lever is the bet. Compute and energy access, at the lowest band of 1, barely moves growth if AI stays ordinary, but under a fast takeoff it becomes Kosovo's biggest constraint. Closing it means adding clean generation, storage and grid links, then packaging power and land to attract investment. Rwanda offers a model to adapt: it built Kigali Innovation City by pre-zoning land and services to draw tech investment. To see how moving these scores shifts Kosovo's path under each scenario, open the atlas's policy editor.

Use the policy editor to test how different factor scores change Kosovo’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 Kosovo: 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.