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AutomationAtlas
An open atlas of automation exposure across 124 countries, 23,851 tasks, and 6,275 skills. Based on task-level measurement, not aggregate predictions.
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What this atlas measures
We evaluated 23,851 real work tasks against what current AI systems can assist with. For each task, we asked: can an AI system plausibly handle or support this activity?
The result is a country-level map of which tasks are most amenable to AI assistance — and how that varies across income levels, regions, and trade-linked industries.
The atlas measures exposure at the task level. It does not predict whether automation will actually happen, or what effect it will have on employment or wages.