Industry Packs

Manufacturing AI Exposure Pack

A manufacturing (NAICS 3250) role set pre-mapped to O*NET occupation codes, with rubric presets that weight both cognitive-routine and physical-routine work. You add your own headcount and any role overrides, and the workbook scores task-level exposure per role and rolls it up into a color-banded department heatmap by plant, line, or department. The O*NET taxonomy is cited; every exposure score is an input to your own workforce judgement, not a prediction — and every headcount and benchmark figure is yours alone, entered by you.