We build practical tools around a specific user problem and publish the methods behind them. Current capabilities and limits are described where people make a decision.
Current status
Exposure estimates are early-warning signals, not predictions that a person will lose a job. Actual outcomes depend on adoption, job design, institutions, demand, geography, and individual circumstances.
Last reviewed July 13, 2026.