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

North Macedonia

Europe · Offshoring destinations
$10,490
GDP per capita · 2025 · World Bank
AGI Growth Index
48.3
Post-AGI rate · from 2040 · Gradual
4.6%
vs trend +2.4pp · doubles every 15.4y
Growth in 2035 · Gradual
2.9%
vs trend +0.7pp
Trend, no AI
2.2%
mean 2016–2025
GDP in 2045 vs no-AI path
×1.24
levels, not rates · think in levels first (Moll & Imas 2026)
Average growth 2025–2045
3.3%
ramp included · comparable across scenarios

GDP per capita to 2060, by scenario

0$50k20252030203520402045205020552060Fast AGIGradual AGI
ModestGradualFastdashed = no AI

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

Factor profile

ComputeGeopoliticsDiffusionLanguageBuildCatch-upDemographicsCyberClimate
North Macedonia
Offshoring destinations

Firms moved factory and office work here for its labor cost: assembly lines, garments, call centers and IT services sold abroad. AI and robots can increasingly do that work.

Modeled advantage: Their scores let them adopt AI quickly, so they gain if they move from selling labor to using AI; the faster the takeoff, the shorter the window.
Main exposure: The export engine itself, which AI makes cheaper to automate or bring home. The index does not subtract that loss; garments erode more slowly than electronics and back-office work.
Compute & Energy Access1.1
Geopolitical Positioning3.5
AI Diffusion Capacity3.3
Language Inclusion2.9
Physical Build Speed1.6
Catch-up Headroom2.6
Demographics & Migration1.3
Cyber Resilience3.3
Climate & Environmental Resilience2.7

How this economy meets AI

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

Production baseDiversified
Workforce structureIndustrial workforce
Work organizationMostly formal
Current automationUnavailable

Where output comes from (% of GDP)

Agriculture 20256%
Industry 202524.1%
Services 202557%

Where people work (% of employment)

Agriculture 20258.5%
Industry 202530.6%
Services 202560.9%

Informal employment

Share of employment 202512%

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 North Macedonia starts

North Macedonia is a stalled middle: middling income, middling scores, slow growth. It is neither frontier nor fragile. Its strengths are institutional and digital, not physical. Geopolitical positioning scores 3.5, AI diffusion capacity 3.3 and cyber resilience 3.3 — the marks of an EU accession candidate wired into Western supply chains. The economy runs on manufacturing, which is 82% of exports, led by automotive components made in the country's Technological Industrial Development Zones. The binding constraints sit elsewhere. Compute and energy access scores just 1.1, with almost no data center capacity and an aging coal fleet at Bitola. Demographics and migration scores 1.3, dragged down by decades of emigration. Physical build speed is 1.6. At about $10,500 GDP per person and ten-year trend growth of 2.3% a year, the country drifts while faster groups pull away.

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. North Macedonia would gain almost nothing on trend: 2.4% growth a year, 99th of 157. Diffusion and stable institutions would carry it, but the drift continues. Under Gradual takeoff, growth would build over two decades and reach 5.3% a year once AGI matures around 2045. Yet its rank would slip to 122nd, because faster economies accelerate more than it can. At 5.3%, the economy doubles in about thirteen years. Under Fast takeoff, growth would reach 6.4% a year from the early 2030s, a doubling in roughly eleven years, and its rank would recover to 101st. Even then the gains arrive imported and late, limited by the compute and power it does not hold. Regulation and politics could slow or redirect any of these paths. How Macedonians and their government respond to transformative AI is a variable the model holds constant.

How you would know which world you are in

The scenarios look almost identical until about 2030, so watch leading indicators, not GDP — and watch 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 signal a fast world. A point or two above trend by the mid-2030s would signal a gradual one. A fade back to trend would signal a modest one. North Macedonia's own signals would arrive earlier than the growth data: the order books of the automotive plants in the TIRZ zones, fresh foreign investment commitments, any data center or grid-upgrade deal, and the pace of EU accession chapters.

If growth goes explosive

For North Macedonia, explosive is the wrong word. At 5.3% to 6.4% growth a year, its rates are modest by world standards. The frontier would compound at up to 39% and the European median at 10% to 16%, so the country would fall behind both even in a fast world. But 6.4% would still beat its own history. The economy would double in about eleven years, so a worker in her thirties today would see it double once more before she retires. Manufacturing would automate and climb toward higher-value work. Rising wages at home could ease the pressure to emigrate that has hollowed out the workforce for a generation. The honest downside runs through that same channel. If the frontier races ahead and Macedonian wages do not, its most skilled young people would leave faster, not slower, deepening the demographic hole. The hedge is to make staying pay: skills, open deployment and returns that reward talent at home. Even then, the pace-setter shifts to the state, testing whether ministries, courts and the energy regulator can permit, adjudicate and connect fast enough.

What North Macedonia can do now

Three levers follow from the scores, and two of them pay off whether or not AGI arrives. The first is physical build speed, low at 1.6. Statutory time limits on permits, one-stop approvals and pre-zoned land would speed every project, AI or not — a no-regret move that also readies the ground for any future data center. The second is demographics, at 1.3 the deepest constraint. Raising labor force participation among women and older workers, and investing in skills so people work alongside AI, strengthens the economy under every scenario. That is no-regret too. Lithuania offers a model here: its startup visa and talent-attraction regime turned a small country into a fintech hub, an approach Macedonia could adapt to keep and draw skilled workers. The third lever is the bet. Compute and energy access, at 1.1, barely moves growth if AI stays ordinary, but under a fast takeoff it carries the most weight of any factor. Closing it means packaging power, land and fast permits to attract investment, and replacing the aging Bitola fleet with firm, clean generation. A $19bn economy cannot fund this alone, so it needs partners. A cautious government can act on the two no-regret levers today and lose nothing. Open the atlas's policy editor to see how moving these scores reshapes each path.

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