{"data":{"slug":"ai-workforce-impact-assessment","title":"AI Workforce Impact Assessment","type":"assessment","formats":["docx","xlsx"],"topics":["workforce","governance"],"frameworks":["nist-ai-rmf"],"short":"An assessment of what an AI deployment does to jobs: roles affected, tasks automated, timeline, consultation, reskilling and disclosure, with a role inventory sheet.","covers":{"categories":["impact_assessment","public_sector_use"]},"version":1,"dataset_version":"914895c3103e","generated_at":"2026-09-26T13:05:09+00:00","citations":0,"downloads":4,"files":[{"format":"docx","filename":"ai-workforce-impact-assessment-v1.docx","bytes":10331,"url":"https://aipolicytracker.org/templates/ai-workforce-impact-assessment#download"},{"format":"xlsx","filename":"ai-workforce-impact-assessment-v1.xlsx","bytes":17941,"url":"https://aipolicytracker.org/templates/ai-workforce-impact-assessment#download"}],"url":"https://aipolicytracker.org/templates/ai-workforce-impact-assessment","inside":["Document: scope, roles and tasks affected, displacement and augmentation analysis, consultation, reskilling plan, disclosure duties, metrics","Role inventory sheet: role, headcount, share of tasks automated, timeline, mitigation, owner","A note on disclosure laws not yet in this dataset"],"legal_basis":["us-nist-ai-rmf"],"caveat":"workforce","covered_obligations":[{"slug":"us-california-ccpa-risk-assessment","title":"Conduct and document a risk assessment before processing that presents significant risk, including ADMT for significant decisions","policy":"us-california-cppa-admt-regulations","source_reference":"Cal. 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It is an informational resource, not legal advice, and completing it does not make an organisation compliant with any law or standard. Every row that cites a duty links to the record it came from; check the official source before relying on it."}}