AI-Washing Lawsuits

AI-washing, on the wings of incredible AI hype, has spread into virtually every corner of society. In the finance world, companies have inflated their valuation by slapping artificial intelligence language onto a mediocre product. Healthcare patients are being denied coverage by algorithms falsely marketed as clinical-grade AI. Consumers are losing tens of millions of dollars to income schemes dressed up in machine learning language. And potential employees are being screened out of jobs by tools that claim algorithmic objectivity while embedding real-world bias.

If you have been harmed by a company’s false or exaggerated claims about artificial intelligence — whether as a patient, investor, employee, consumer, or taxpayer — understanding the full legal landscape matters. Contact an AI attorney to learn more about your legal options. 

What Is an AI-Washing Lawsuit and Do You Have a Claim?

AI-washing has become one of the fastest-growing categories of consumer fraud in the United States. Companies across healthcare, finance, employment, and e-commerce are attaching artificial intelligence language to products and services that do not deliver what was promised, in some cases causing serious financial harm to individuals, investors, patients, and workers.

If a company misrepresented the role or capability of AI in a product you paid for, a service that denied you benefits, or an investment you made, you may have grounds for a legal claim. The Lyon Firm represents individuals and businesses harmed by deceptive AI practices nationwide. Contact us for a free and confidential consultation.

What AI-Washing Means and Why It Is Illegal

AI-washing is the practice of falsely or misleadingly representing that a product, service, or company uses artificial intelligence in a meaningful or clinically valid way in order to attract customers, investors, or government contracts. The deception can take many forms:

• Claiming a simple rule-based system is machine learning
• Describing a manual review process as AI-powered automation
• Marketing a predictive algorithm as clinical-grade diagnostic technology
• Exaggerating AI accuracy rates to secure investment capital

Under federal consumer protection law and state statutes modeled on the FTC Act, companies that make specific, material misrepresentations about product capabilities may face civil liability when those claims cause harm. AI is not a legally protected category. The same fraud and deceptive trade practices rules that apply to any other product apply here.

The Federal Trade Commission has made this explicit. Through Operation AI Comply in September 2024, the agency filed five simultaneous enforcement actions against companies that used AI marketing language to run income opportunity schemes and fraudulent service offerings. The FTC stated plainly that there is no AI exemption from consumer protection law.

AI-Washing in Healthcare: Patients Denied Coverage by Algorithms

The most consequential AI-washing litigation currently unfolding in the United States involves healthcare coverage denials driven by algorithms that insurers marketed as clinically validated tools.

The most prominent active case involves UnitedHealth Group and its use of an AI system called nH Predict within its Medicare Advantage subsidiary. A federal class action lawsuit alleges that the algorithm was used to override treating physicians’ recommendations and deny post-acute care coverage to elderly patients before their medical needs were actually met. A federal court in Minnesota allowed breach of contract and bad faith claims to proceed in early 2025, signaling that courts will not shield insurers from liability simply because a coverage decision came from an AI tool.

California has enacted legislation requiring that AI tools used in utilization review be fairly and equitably applied and that human oversight remain a required part of any coverage determination.

If you or a family member received a coverage denial from a Medicare Advantage plan or other insurer, and that decision was made or influenced by an automated review system, you may have legal rights worth exploring with an experienced attorney.

AI-Washing in Investing: SEC and DOJ Are Prosecuting

Securities fraud involving AI claims has become a criminal enforcement priority. In March 2024, the SEC took enforcement action against two investment advisory firms that falsely claimed their platforms used AI and machine learning to optimize client portfolios. By early 2025, the agency had established a dedicated unit with AI-washing enforcement explicitly within its scope.

Criminal charges followed. In April 2025, the Department of Justice charged the CEO of mobile shopping company Nate Inc. with wire fraud. Federal prosecutors alleged the platform falsely claimed its AI automated more than 90 percent of transactions while contractors were manually handling the vast majority of them behind the scenes.

Shareholders in publicly traded companies have also filed class actions where executives made public statements about AI capabilities that differed materially from what was actually happening inside the company. If you invested based on AI performance claims that turned out to be false or exaggerated, you may have a securities fraud claim.

AI-Washing in Consumer Products and E-Commerce

In September 2024, the FTC’s Operation AI Comply targeted schemes that used AI marketing language to sell passive income and business automation opportunities that did not work as described. One scheme, called Ascend Ecom, allegedly defrauded consumers of more than $25 million by promising AI-powered e-commerce storefronts that would generate income automatically.

In August 2025, the FTC filed suit against Air AI, alleging the company marketed an agentic AI sales tool that could autonomously replace human staff and increase revenue, with estimated consumer losses of approximately $250,000 per affected business.

If you purchased an AI-powered product or service based on specific performance claims and those claims did not hold up, you may be entitled to a refund and additional damages.

AI-Washing in Hiring: Workers Screened Out by Biased Tools

Companies selling AI-powered hiring tools have promised bias elimination, predictive accuracy, and legal compliance. Many of those claims have not survived scrutiny. Amazon abandoned its own AI recruiting tool after internal review revealed it was penalizing resumes containing references to women’s organizations. Courts have allowed AI hiring discrimination lawsuits to proceed in cases involving age, race, and disability bias embedded in algorithmic screening systems.

The EEOC and FTC have both signaled that AI hiring tools are subject to the same anti-discrimination framework as any other selection procedure. California implemented new regulations effective October 2025 requiring employers to conduct bias audits of automated decision systems, maintain records for four years, and accept liability even when the biased tool was supplied by a third-party vendor.

If you were denied a job or promotion and the company used an automated screening tool, you may have a claim under federal anti-discrimination law or your state’s employment statutes.

Government Contractors: The False Claims Act Applies to AI Fraud

Federal and state agencies have invested billions in AI procurement across defense, healthcare, law enforcement, and infrastructure. When vendors deliver systems that do not perform as promised or misrepresent their AI capabilities to win contracts, the federal False Claims Act provides a powerful enforcement mechanism. Whistleblowers who have direct knowledge of AI fraud against the government may be entitled to a portion of any government recovery.

Why Hire The Lyon Firm for an AI-Washing Case

The Lyon Firm has represented thousands of clients nationwide in class action, consumer fraud, and product liability litigation against some of the largest companies in the country. Attorney Joseph Lyon has been appointed lead class counsel in state and federal consumer class actions and has recovered seven-figure results for individual clients in complex cases.

AI-washing cases are legally complex. They require attorneys who understand both the technical claims being made and the consumer protection, securities, and employment law frameworks that govern them. The Lyon Firm has the resources, the expertise, and the track record to take these cases from investigation through litigation.

We handle AI-washing cases on a contingency basis. You pay no fees or costs unless we recover compensation for you.

If you believe you have been harmed by a company’s false or exaggerated claims about artificial intelligence — in any industry — contact The Lyon Firm for a free, confidential case evaluation. The AI hype cycle may be far from over, but the legal reckoning that accompanies it has already begun.