The Short Answer
Employers can restructure their businesses and replace roles with technology. However, an AI-driven layoff does not suspend employment law. If your employer terminated your employment as part of an “AI restructuring,” you may still have the right to advance notice, statutory severance (in New Jersey), adequate time to review your severance agreement, and protection against discrimination in the employee selection process.
Before signing a severance agreement after an AI-related layoff, confirm three things: whether your employer gave the notice the law requires, whether the agreement complies with federal and state rules, and whether the selection process treated older or protected workers unfairly. Each of these can affect what your employer owes you and how much leverage you have to negotiate.
Key Takeaways
- AI was the leading reason companies cited for job cuts in April 2026, accounting for 21,490 of 88,387 announced cuts, according to Challenger, Gray & Christmas (CBS News).
- New Jersey requires covered employers to pay one week of severance for each year of service in a mass layoff, plus four additional weeks if they fail to give 90 days’ notice (Greenberg Traurig).
- New York requires 90 days’ notice for covered layoffs and asks employers to disclose whether automation contributed (NY Department of Labor; Hunton).
- If you are 40 or older and laid off in a group, federal law generally gives you 45 days to consider a release of age claims and 7 days to revoke it (Cornell Law School LII).
- You can often negotiate severance offers, especially when your employer failed to follow notice requirements or the selection process raises discrimination concerns.
AI Layoffs Are Now a Leading Cause of Job Cuts
AI has moved from a talking point to a stated business reason for workforce reductions. Challenger, Gray & Christmas reported that employers cited AI as the top reason for layoffs in April 2026 for the second straight month (CBS News). TechCrunch maintains a running list of major 2026 tech layoffs in which employers cited AI, including Monday.com’s announced cut of about 20% of its workforce (TechCrunch). Microsoft announced in July 2026 that it would cut roughly 4,800 jobs as companies shift investment toward AI (Reuters).
These layoffs extend beyond tech companies. Finance, media, marketing, customer service, and professional services employees are increasingly receiving the same news, often with a severance agreement and a short deadline.
Did Your Employer Give Proper Notice?
Advance-notice laws, known as WARN Acts, apply regardless of whether employers blame layoffs on AI, the economy, or a reorganization.
Federal WARN Act. Employers with 100 or more full-time workers generally must give 60 days’ advance notice of a plant closing or mass layoff (CT Department of Labor).
New York. New York’s WARN law covers private employers with 50 or more full-time employees. These employers must give 90 days’ notice before a plant closing. Notice requirements also apply to layoffs meeting either of two thresholds at a single site. The first is 33% of the workforce, with at least 25 employees. The second is 250 employees (NY Department of Labor).
Since March 2025, New York’s WARN filing system has included a checkbox for “technological innovation or automation.” Employers must indicate whether either contributed to the layoff (Hunton). During the first year, more than 160 companies filed New York WARN notices. None attributed their layoffs to AI or automation. Meanwhile, national data showed AI becoming a leading stated reason for job cuts (Hunton).
New York lawmakers have also introduced the proposed “Automation Displacement Protection Act” (A9533A). The bill would require advance notice and a 90-day transition period for AI-driven job losses. It remains pending and is not current law (Hunton).
New Jersey. New Jersey has the strongest layoff law in the region. It applies to employers with at least 100 employees nationwide, including part-time employees, and takes effect when employers terminate 50 or more employees who report to New Jersey locations within 30 days (Greenberg Traurig). Covered employers must:
- Give 90 days’ advance notice
- Pay one week of severance for each year of service, even if notice was timely
- Pay four additional weeks of severance if you did not provide notice.
- Pay this mandatory severance without requiring you to sign a release
New Jersey employees also cannot waive this severance right without state or court approval (Greenberg Traurig). If your employer offers “severance” in exchange for a release, consider confirming whether the law already requires your employer to pay you some or all of that money.
Connecticut and Massachusetts. Employers in these states are generally subject to the federal WARN Act. Massachusetts asks employers to file WARN notices with the state’s Executive Office of Labor and Workforce Development at least 60 days before a layoff or closing (Mass.gov).
Is the Severance Agreement Legally Valid?
Most severance agreements ask you to release all claims against your employer. Several rules determine whether that release is enforceable.
If you are 40 or older. Under the Older Workers Benefit Protection Act, employers must use plain language in a release of age discrimination claims, specifically reference the Age Discrimination in Employment Act, and offer you something beyond what they already owe you (Cornell Law School LII). You must receive at least 21 days to consider an individual agreement, or 45 days when the layoff is part of a group program, plus 7 days to revoke after signing (Cornell Law School LII). In a group layoff, the employer must also disclose the job titles and ages of employees it selected and did not select. That disclosure can reveal whether the layoff disproportionately affected older workers.
In New York. New York restricts confidentiality terms in agreements that release discrimination, harassment, or retaliation claims. Such an agreement cannot require you to pay liquidated damages or forfeit your severance for breaching a nondisclosure or nondisparagement clause, and it cannot require you to state that you were not subjected to discrimination. Agreements containing those provisions are unenforceable (Epstein Becker Green).
Our state guides walk through additional terms to review in New York, New Jersey, Connecticut, and Massachusetts.
Could an AI Layoff Be Discriminatory?
A layoff can be lawful in concept but unlawful in how employees were chosen. Questions worth asking include:
- Were older employees selected at higher rates? Restructurings framed around “AI-ready” skills or “future-focused” roles can disproportionately affect older workers. Age discrimination law covers both intentional discrimination and, in some cases, neutral policies that have a disparate impact on employees 40 and older.
- Were employees on leave, recently pregnant, or with disabilities included at unusual rates? Being selected for layoff while on protected leave or shortly after requesting an accommodation can support a retaliation or discrimination claim.
- Was your role actually automated? If your position was “eliminated” because of AI but someone younger, or someone who did not take leave or complain, was hired to do substantially the same work, the stated reason may not hold up.
- Did you recently raise a complaint? Layoffs that sweep in employees who reported harassment, discrimination, or wage violations deserve close scrutiny.
How to Respond to a Severance Offer After an AI Layoff
- Do not sign immediately. Use the full review period the law provides.
- Request the group disclosure if you are 40 or older. Compare the ages and titles of those selected and retained.
- Confirm the notice date. Determine whether 60 or 90 days’ notice was required and provided.
- Calculate what you may already be owed. This includes New Jersey statutory severance, earned commissions, bonuses, accrued paid time off where required, and equity vesting.
- Review restrictive covenants. Non-competes and non-solicits can limit your next job, especially in a shifting market.
- Negotiate. Additional pay, extended health coverage, neutral references, equity acceleration, and the timing of payments are all common points of negotiation.
Frequently Asked Questions
Is it legal to lay me off and replace my job with AI?
Generally yes. Employers may restructure and automate work. The layoff can still be unlawful if notice requirements were violated, if employees were selected based on age, disability, pregnancy, or another protected trait, or if the layoff was retaliation for protected activity.
Am I entitled to severance if I was laid off because of AI?
Most states, including New York, Connecticut and Massachusetts, do not require severance outside of a contract or company policy. New Jersey is different: covered employers must pay one week of severance per year of service in a qualifying mass layoff (Greenberg Traurig). Employers anywhere may offer severance in exchange for a release.
How long do I have to sign a severance agreement in a group layoff?
If you are 40 or older and the agreement releases age claims, federal law generally requires at least 45 days to consider it and 7 days to revoke after signing (Cornell Law School LII).
Can I negotiate a severance offer from a large tech company?
Often, yes. Large employers frequently use standard formulas, but individual terms can change when there is a notice problem, an age or leave issue, unpaid compensation, or an unusually restrictive covenant.
Do employers have to disclose that AI caused my layoff?
In New York, the state’s WARN filing system asks employers to indicate whether technological innovation or automation contributed to the layoff (Hunton). Other states in our region do not currently have a similar disclosure requirement.
Talk to a Severance Offer Lawyer
Working Solutions Law Firm negotiates severance agreements for employees in New York, New Jersey, Connecticut and Massachusetts, including employees affected by AI-related restructurings and group layoffs. We offer a flat-fee, one-hour severance consultation, and for pre-litigation severance negotiations we offer contingency fee options that can exclude a valid severance amount already offered.
Call (646) 430-7930 or contact our team to schedule a consultation before your deadline.
Attorney Advertising. This article provides general information, not legal advice, and does not create an attorney-client relationship. Prior results do not guarantee a similar outcome.