AI-Driven Layoffs: Navigating WARN, OWBPA, and Discrimination Liability in Algorithmic RIFs

Employers are deploying AI-driven workforce reduction tools at scale, and the legal exposure those deployments generate is already in litigation. The convergence of California’s Automated Decision System regulations, New York’s 2025 AI-disclosure mandate under the WARN Act, SB 617’s WARN Act amendments, and the Mobley v. Workday vendor liability rulings has produced a compliance environment where a single algorithmic RIF list can simultaneously trigger Title VII disparate impact claims, ADEA collective actions, voided OWBPA severance waivers under Oubre v. Entergy Operations, and multi-state notice failures. Employment counsel still working from pre-AI RIF templates are already behind. This program maps the full exposure across Title VII, the ADEA, the ADA, the federal WARN Act, and the CA, NY, NJ, and IL mini-WARN statutes, then delivers the pre-decision adverse impact analysis protocol, OWBPA disclosure mechanics, vendor contract clause framework, and repeatable compliance playbook attorneys need to protect clients before the next reduction is announced.