New York is emerging as one of the most active jurisdictions in the country for artificial intelligence regulation. For business owners, the regulatory landscape is evolving quickly — and the compliance obligations that apply to your company depend on how you use AI, what industry you operate in, and what kind of data your AI systems process.
This post provides a practical overview of where AI regulation stands in New York as of 2026 and what business owners should be doing now to stay compliant.
Local Law 144: AI in Hiring
New York City’s Local Law 144 remains the most significant AI-specific regulation affecting businesses in the state. The law applies to any employer or employment agency that uses an “automated employment decision tool” — essentially any AI system that substantially assists or replaces human decision-making in hiring or promotion. Covered employers must conduct an annual bias audit by an independent auditor, publish a summary of the audit results on their website, and provide notice to candidates that an AI tool is being used in the evaluation process.
Enforcement has increased since the law’s initial implementation. The New York City Department of Consumer and Worker Protection has begun issuing violations, and the penalties — up to $1,500 per violation — can accumulate quickly when applied on a per-candidate basis.
The New York AI Act (Proposed)
The New York State Legislature has introduced the Advanced Artificial Intelligence Licensing Act, which would require companies developing or deploying AI systems in New York to obtain a state license, conduct impact assessments for high-risk AI applications, maintain detailed records of AI system development and deployment, and establish whistleblower protections for AI safety concerns.
While this legislation has not yet been enacted, it signals the direction New York is heading. Businesses that begin building compliance frameworks now will be better positioned when new requirements take effect.
Industry-Specific AI Rules
Several New York regulatory agencies have issued AI-specific guidance for the industries they oversee. The New York Department of Financial Services (DFS) has published guidance on the use of AI in insurance underwriting, requiring insurers to ensure that AI-driven decisions do not result in unfair discrimination. The New York State Department of Health has addressed AI in clinical decision-making, emphasizing the continued role of human medical judgment. The New York State Education Department has issued guidance on AI use in educational settings, including testing and academic integrity.
Businesses in regulated industries should review whether their AI usage falls within the scope of these agency-specific rules, even if no formal “AI law” directly applies to them.
Federal Developments Affecting New York Businesses
While New York leads at the state level, federal agencies are also increasing AI oversight. The FTC has taken enforcement action against companies making deceptive claims about AI capabilities. The SEC has scrutinized “AI washing” — companies overstating their use of AI to attract investors. The EEOC has issued guidance on AI and employment discrimination that applies nationwide.
For New York businesses, compliance requires attention to both state and federal developments. A company that satisfies Local Law 144 but violates FTC guidance on AI marketing claims is still exposed.
Practical Steps for Business Owners
Given the pace of change, New York business owners should take several concrete steps now. First, inventory your AI usage — document every AI tool your company uses, what data it processes, and what decisions it informs. Second, assess your compliance exposure by mapping your AI tools against applicable regulations. Third, develop internal AI governance policies including acceptable use guidelines, data handling procedures, and oversight responsibilities. Fourth, review your vendor agreements to ensure your AI vendors’ practices do not create compliance liabilities for your business. Finally, stay current on regulatory developments, as the landscape is changing quarter by quarter.
How Travis & DeBlase Can Help
Navigating AI regulation requires counsel who understands both the technology and the legal framework. Our AI Enhanced General Counsel practice helps New York businesses build compliance programs, draft AI governance policies, and stay ahead of regulatory changes. If you are unsure where your business stands on AI compliance, contact us for a consultation.