As artificial intelligence (AI) continues to reshape business operations, many employers are reassessing workforce needs and organizational structure. For many organizations, workforce reductions or redeployments may be unavoidable as roles evolve, processes are automated, and business models change. While some organizations may ultimately pursue involuntary reductions in force (RIFs), others are exploring whether voluntary separation programs (VSPs) can achieve workforce‑reduction goals while mitigating legal, operational, reputational, and employee‑relations risks.