AI Exposure
Mean AI automation % per family × level cohort, computed from the live catalog. Surfaces where reskilling priority is concentrated.
No catalog loaded yet
AI exposure is computed from the hydrated role catalog. Load a sandbox (or refresh the catalog) to populate the heat map.