KPMG Retracts Agentic AI Report After Fabricated Case Studies

KPMG withdraws report after companies dispute fabricated AI claims

KPMG has removed a global report on agentic AI from its websites after multiple organizations named in the publication complained that their featured achievements were entirely fictitious. The professional services firm's report, titled "Redefining excellence in the age of agentic AI," contained numerous false claims and fabricated case studies that appear to have originated from AI hallucinations—instances where AI models generate confident but incorrect information.

The inaccuracies were first identified by tech research group GPTZero and subsequently verified by The Financial Times, which first reported the story. High-profile organizations including Swiss bank UBS, the UK's National Health Service, and major public transit agencies demanded removal of the publication after discovering the false information.

What the report claimed versus reality

The KPMG document described how global organizations were deploying advanced AI agents for complex automated tasks. The reality told a different story:

UBS Bank: KPMG claimed the wealth manager had integrated AI agents across investment advisory and risk management systems using a custom Microsoft-built platform. A UBS spokesperson called the claims "factually incorrect" and demanded their removal.

Swiss Federal Railways: The report stated the railway used AI agents to help users plan and book journeys based on real-time conditions and carbon footprints. A railway spokesperson confirmed the claims were "not accurate."

Transport for London: KPMG wrote that London's transit system deployed AI agents to predict congestion and coordinate city transport. TfL called the claim "misleading."

NHS Greater Manchester: The publication claimed the health service used AI agents to organize patient data, automate referrals, and predict hospital readmissions. An NHS spokesperson said the claim "doesn't really align" with reality.

Why it matters

This incident represents the second major AI-generated content scandal among Big Four consulting firms in recent weeks. Last month, rival firm EY retracted a major study after GPTZero detected fake footnotes and other AI-generated errors. These failures by firms traditionally viewed as highly credible sources create what GPTZero CEO Edward Tian calls a "poisoning of the well of information." Before KPMG pulled the report, its fabricated findings had already been cited by multiple tech industry publications and a major European newspaper, demonstrating how quickly misinformation from authoritative sources can spread through the business ecosystem.

Internal investigation underway

A KPMG International spokesperson confirmed the firm takes the "accuracy and integrity of its published content seriously" and has launched a full internal investigation. The firm acknowledged that employees likely violated internal guidelines on artificial intelligence use.

"We expect all our people to follow our guidelines on the responsible use of AI, including human oversight to validate content and verify independent sources," the spokesperson stated.

The incident highlights the critical importance of human oversight in AI-assisted content creation, particularly for organizations whose credibility depends on factual accuracy. As consulting firms increasingly adopt AI tools to enhance productivity, the KPMG case serves as a cautionary example of what happens when verification processes fail.

Details of the incident were first reported by The Financial Times.