AI Policy Template for HR Teams

Built for HR and people operations teams

HR teams are among the heaviest adopters of AI for recruiting, screening, and performance management, and among the most exposed to regulatory action when that AI is ungoverned. Bias in hiring algorithms, undisclosed monitoring, and unprotected employee data create legal and reputational risks that grow with every AI tool adopted.

Policy Needs for HR Teams

  • Hiring AI compliance with NYC Local Law 144, Illinois BIPA, and emerging state regulations
  • Bias audit requirements for AI tools used in resume screening, scoring, and ranking candidates
  • Employee monitoring AI disclosure and consent obligations
  • Performance review AI fairness controls preventing algorithmic discrimination
  • Accommodation and accessibility requirements for AI-powered HR tools
  • Employee data privacy rules governing AI access to HRIS, payroll, and benefits data

Key Clauses to Include

  1. 1
    Hiring AI Bias AuditConduct annual third-party bias audits of all AI tools used in recruiting, screening, or ranking candidates, with published summary results as required by applicable law.
  2. 2
    Candidate Disclosure and ConsentProvide written notice to all job applicants before AI tools are used to evaluate their candidacy, including the right to opt out where legally required.
  3. 3
    Employee Monitoring TransparencyDisclose any AI-powered employee monitoring tools in use, their purpose, what data they collect, and how it influences employment decisions.
  4. 4
    Performance AI FairnessRequire demographic fairness testing for AI tools that contribute to performance ratings, promotion recommendations, or termination risk scoring.
  5. 5
    HRIS Data BoundaryRestrict AI tool access to HRIS, payroll, and benefits data to specifically authorized systems with documented data-minimization controls.

What Generic Templates Miss

  • Generic templates do not address hiring-specific AI regulations like NYC Local Law 144, which imposes annual bias audit requirements on automated employment decision tools
  • Standard policies lack employee monitoring disclosure provisions, creating legal exposure under state privacy laws and labor regulations
  • Boilerplate frameworks treat HR data the same as general business data, ignoring the heightened sensitivity and regulatory protection of employment records

PolicyGuard provides HR-specific AI governance with bias audit tracking, candidate disclosure templates, and HRIS data controls. Start a free trial and hire with confidence.

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