Chapter 09 · Sustainability & AISustainability & AI
AI washing
Definition
Exaggerating, misrepresenting or fabricating the AI capabilities of a product or service in marketing, disclosures or fundraising claims.
References
This source provides part of the technical or institutional basis for the definition.
This source supports the explanation of how the term is applied, measured or governed in practice.
Overview
What it means
The SEC settled its first 'AI washing' enforcement actions in March 2024, charging investment advisers Delphia and Global Predictions with false statements about their purported AI use, and the US FTC's 'Operation AI Comply' sweep against deceptive AI claims followed in September 2024, with enforcement continuing since.
The term's anchoring analogy — AI washing as the AI-era counterpart of greenwashing — was made explicit by regulators themselves.
How it is used
Compliance and marketing teams now treat 'AI-powered' language as requiring substantiation: what the system does, what is genuinely AI, and what evidence supports performance claims. The pattern mirrors greenwashing scrutiny, and the two increasingly overlap.
Why it matters
AI washing inflates expectations, distorts competition and misleads buyers — including buyers of 'AI for sustainability' products. As enforcement normalises, precise, evidenced AI language becomes a legal hygiene issue, not just good practice.