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Thursday, November 27, 2025

Best Practices When Taking Voluntary Compliance Steps Using Workforce Analytics - Ogletree

The Trump administration has decisively shifted its approach to enforcing employment discrimination laws, leaving employers grappling for clarity and stability to inform their efforts to prevent and manage legal risks stemming from harassment and discrimination. Workforce analytics, accompanied by privileged legal advice tethered to risk tolerance, can assist employers to identify and address potential workplace discrimination issues minimizing legal risk amid the administration’s shifting enforcement priorities.

  • The Trump administration has sought to end both federal enforcement of antidiscrimination laws based on disparate impact theories and to eliminate employer DEI programs.
  • Even with these shifting priorities, it remains critically important for employers to collect and study applicant and employee demographic data to maintain compliance with equal opportunity and antidiscrimination laws, as well as to be prepared for scrutiny under the Trump administration’s shifting policies.
  • Employers may want to consider proactive collection and analysis of workforce demographic data, barrier analyses, and enhanced training programs to ensure compliance with equal employment opportunity and antidiscrimination laws.

The administration—largely through the issuance of executive orders (EO)—has prioritized merit-based opportunity, sought to end usage of disparate impact theories of discrimination, rescinded federal contractor obligations to provide affirmative action and...



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