Five tools built on ILO ILOSTAT labour data and ISCO-08 AI exposure scores. Free account required - no credit card, no paywall.
Blog and country pages are always free - no login needed, fully indexed. Tools require a free account so we can track usage and keep the service running.
Type any job title. See its ISCO-08 AI exposure score, why it's at risk, and how it compares to all other occupation groups.
Side-by-side AI risk duel between any two countries. AI exposure, robotics risk, WFH potential, resilience, and workforce size.
World map coloured green to red by AI exposure score. Filter by disruption speed or resilience. Click any country for full detail.
Adjust the share of each of 9 ISCO occupation groups. Watch the workforce AI risk score update live. Load real country presets or build custom.
198 countries placed on a timeline by how soon AI will significantly reshape their workforce. Filter, sort, and click any country for its full risk profile.