What Is AI Washing?
AI washing is the practice of making misleading, exaggerated, or false claims about the use or capabilities of AI in products, services, or corporate communications. Similar to greenwashing (misleading environmental claims), AI washing can involve claiming a product uses AI when it does not, exaggerating AI capabilities, or using AI-related terminology to inflate perceived sophistication. AI washing creates regulatory risk across multiple domains: securities law (misleading investor disclosures), consumer protection law (false advertising), and procurement fraud (misrepresenting AI capabilities in contract bids).
AI Washing — the practice of misrepresenting the AI capability, sophistication, or involvement of a product, service, or company to investors, customers, or regulators.
AI washing has become an enforcement priority. The SEC has charged multiple companies for materially misleading statements about AI capability. The FTC has acted under Section 5. The ACCC has signalled AI washing as a focus for Australian Consumer Law enforcement. Gartner has coined "agent washing" specifically for the practice of rebranding chatbots and RPA as agentic AI — estimating only ~130 of thousands of "agentic AI" vendors offer genuine agentic capability.
Source: SEC enforcement actions; FTC guidance; ACCC priorities
Why it matters for governance
The SEC has already brought enforcement actions against investment advisers for making false claims about AI use. The FTC has signalled that companies making deceptive AI claims face enforcement under existing consumer protection law. In the EU, the Unfair Commercial Practices Directive applies to misleading AI claims. For organisations, AI washing risk arises in marketing materials, investor presentations, product documentation, procurement responses, and employee communications. Governance should ensure that all AI-related claims are accurate, substantiated, and reviewed before publication.