KPMG Withdraws AI Report Citing Hallucinations, Raises Concerns for Indian Businesses

Professional services firm KPMG has pulled a report titled, “Redefining excellence in the age of agentic AI,” after numerous organisations disputed its claims regarding their AI usage. The report, initially published in October 2025, contained inaccuracies that research group GPTZero attributed to AI hallucinations. This development brings into sharp focus the imperative for rigorous human oversight and verification in AI-generated content, especially for Indian businesses rapidly integrating AI into their operations.

The incident is particularly relevant for the Indian market, where AI adoption is accelerating across various sectors. Companies in India are increasingly leveraging AI for everything from customer service to data analysis, making the reliability of AI outputs a critical concern.

Report Discrepancies and Hallucinations

GPTZero, the research group that identified the inaccuracies, told the Financial Times that the report’s issues stemmed directly from AI hallucinations. This suggests that KPMG itself may have used AI tools to assist in writing a report about AI, ironically leading to the very problems it aimed to analyze. Several prominent entities, including UBS, the UK’s National Health Service, Swiss Federal Railways, and Transport for London, confirmed to the Financial Times that the report’s assertions about their AI usage were either false or misleading.

KPMG’s spokesperson stated that the report was removed from their websites pending an internal investigation. They emphasised the firm’s guidelines on the responsible use of AI, which include human oversight to validate content and verify independent sources. This reinforces the principle that even with advanced AI tools, human expertise remains indispensable for ensuring accuracy and credibility.

Wider Industry Implications

This is not an isolated incident. Just last month, EY, another major professional services firm, withdrew a report on loyalty rewards programs that reportedly included fake footnotes and AI hallucinations. Such occurrences among leading global consultancies highlight a systemic challenge within the rapidly evolving AI landscape. The pressure to produce AI-centric content and analyses can sometimes lead to overlooking fundamental verification processes.

For Indian companies and startups, these incidents serve as a cautionary tale. While AI offers immense potential for innovation and efficiency, uncritical reliance on AI-generated content without robust human review can lead to significant reputational damage, misinformed decisions, and erosion of public trust.

Key Takeaways for Indian Businesses

The KPMG incident underscores several critical points for Indian organisations. Firstly, the need for stringent human oversight in any AI-driven content generation or analysis is paramount. Secondly, companies must establish clear internal guidelines for the responsible use of AI, ensuring that all AI outputs are independently verified against credible sources. Thirdly, there’s a need to invest in training personnel to understand the limitations and potential pitfalls of AI, including the phenomenon of hallucinations.

Key facts	Details
Firm Involved	KPMG
Report Title	“Redefining excellence in the age of agentic AI”
Issue Identified	Inaccuracies and false claims regarding AI usage by organisations, attributed to AI hallucinations
Organisations Affected	UBS, UK’s National Health Service, Swiss Federal Railways, Transport for London
Date Published	October 2025
Current Status	Report withdrawn, internal investigation underway

Implications for AI Adoption in India

The Indian government, through initiatives like the IndiaAI Mission, is actively promoting AI adoption and research. However, this growth must be tempered with a strong emphasis on ethical AI development and deployment. CERT-In and other regulatory bodies may need to consider guidelines that address the reliability and verification of AI-generated content, especially when it pertains to critical business or public information. Indian tech startups developing AI solutions also face the responsibility of building robust validation mechanisms into their products to prevent similar issues.

This development matters significantly for Coruja’s readers – AI News India, AI Tools, SEO, SMM, Digital Marketing, Tech, and Startups – because it directly impacts the reliability of AI as a source and tool. Indian businesses and entrepreneurs relying on AI for market research, content creation, or strategic insights must exercise extreme caution and implement rigorous verification protocols. The incident highlights that even leading professional services firms can fall prey to AI’s limitations, making it a crucial lesson for all stakeholders in India’s burgeoning AI ecosystem.

Source: TechCrunch AI – https://techcrunch.com/2026/06/13/kpmg-pulls-report-on-ai-usage-due-to-apparent-hallucinations/