World view
Where automation lands.
Country-conditioned automation exposure across 124 economies. Drag the globe; click any country to open its profile.
Share of tasks current automation can meaningfully perform in-country.
Distribution
All 124 countries on this metric
Low incomeLower middle incomeUpper middle incomeHigh income
Patterns
Region × income median
Low income
Lower middle income
Upper middle income
High income
Sub-Saharan Africa
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South Asia
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Middle East & North Africa
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East Asia & Pacific
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Latin America & Caribbean
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Europe & Central Asia
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North America
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Compare
Two countries, side by side
Country A
Country B
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— channel mix
— channel mix