Following allegations of widespread inaccuracies, professional services firm KPMG retracts AI report titled “Redefining excellence in the age of agentic AI.” Independent tech researchers discovered that the high-profile document contained multiple fabricated case studies and imaginary citations generated by AI writing tools.
This high-profile blunder exposes a deeper institutional issue: the corporate race to adopt “Agentic AI” has severely outpaced standard editorial guardrails. For an audit giant like KPMG, whose brand equity is built entirely on trust and verification, publishing fictional data represents a massive reputational setback.
Exposing AI Hallucinations and ‘Vibe Citing’
The report, which originally claimed that major institutions like UBS, the UK’s National Health Service (NHS), Swiss Federal Railways, and Transport for London (TfL) had widely deployed AI agents, faced heavy backlash. Several named companies disputed the claims, prompting the decision as KPMG retracts AI report to protect its research credibility. This controversy coincides with talks at the Bharat Innovates 2026 summit where leaders emphasized ethical AI deployment guidelines.
An audit by AI detection platform GPTZero revealed that the report was riddled with severe AI hallucinations. Out of 45 references cited in the bibliography, only five were actual, valid sources. Analysts coined the term “vibe citing” to describe the phenomenon where generative AI constructs realistic-looking but fake citations to support corporate research arguments.
Growing Risks of Generative AI in Consulting
KPMG has pulled the publication from all distribution channels and initiated a comprehensive internal investigation. The incident underlines the reputational risks consulting giants face when deploying automated LLMs without strict human verification workflows, following a similar report withdrawal by competitor EY last month.
