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KPMG Tracks AI Use: Productivity or Surveillance?
5 May
Summary
- KPMG uses an AI dashboard for 10,000 US advisory employees.
- Regular AI users show higher quality work and less stress.
- Tracking AI usage faces gaps, with easy manipulation concerns.

KPMG has implemented an internal dashboard for its 10,000-strong US advisory workforce to monitor employee AI tool usage. Launched late last year, this system allows employees to track their AI activity against targets and compare it with colleagues. The firm believes frequent use of AI correlates with better outcomes, citing that regular users produce higher-quality work, experience less stress, and dedicate more time to strategic tasks.
This move aligns with a broader corporate trend of closely examining returns on AI investments. Other major companies like JPMorgan Chase, Walt Disney, and Amazon are also implementing systems to track AI integration and its effectiveness in daily workflows. However, the article notes potential measurement gaps, as employees suggest the dashboard may not capture all AI usage and could be susceptible to manipulation through automated or basic prompts.
KPMG emphasizes that the dashboard is part of a larger strategy to foster meaningful AI utilization, not just increased frequency. Initiatives like the 'AI Spark Innovation Awards' and research partnerships aim to maximize the value derived from AI tools. The company's findings suggest that the most successful AI users treat the technology as a partner, engaging in iterative processes for complex tasks, rather than merely performing basic functions.