KPMG pulls AI report after multiple organizations flag apparent hallucinations

KPMG pulls AI report after multiple organizations flag apparent hallucinations

Professional services firm KPMG has retracted a report titled 'Redefining excellence in the age of agentic AI' after multiple organizations, including UBS, the UK's National Health Service, Swiss Federal Railways, and Transport for London, disputed claims made about their AI usage. Research group GPTZero identified inaccuracies in the October 2025 report that appear to stem from AI hallucinations. A KPMG spokesperson stated the firm removed the report while investigating, emphasizing guidelines requiring human oversight for content validation. This follows a similar incident last month where EY withdrew a report on loyalty rewards that included fabricated footnotes.

This event exemplifies a recurring pattern in the professional services segment where AI-generated content is deployed without adequate verification, damaging institutional credibility and trust in advisory outputs. The incident underscores the critical need for robust human-in-the-loop validation frameworks, especially when consulting firms produce market analysis that influences enterprise AI adoption decisions. It also reinforces the open debate around AI reliability in high-stakes business contexts, where hallucinations can erode client confidence and invite regulatory scrutiny.

Industry observers note that such failures may accelerate demand for dedicated AI governance tools and independent verification services, creating market opportunities for startups specializing in content authenticity and hallucination detection. However, for legacy consultancies like KPMG, repeated incidents risk undermining their positioning as trusted advisors in the AI transformation space, potentially shifting market share toward competitors with stronger AI quality assurance processes.

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