Majority of Executives See No Productivity Gains from AI but Continue Adoption

• February 20, 2026

A recent survey conducted by the National Bureau of Economic Research (NBER) assessed the impact of artificial intelligence (AI) on productivity within organizations across the United States, United Kingdom, Germany, and Australia. Despite widespread integration of AI technologies into business operations, a significant majority of company leaders reported no observable increases in labor productivity or workforce optimization linked to its use.

Widespread AI Adoption Without Measurable Productivity Uplift

The study found that approximately 80 percent of executives from firms already deploying AI systems experience little to no tangible benefits regarding efficiency or reductions in employee headcount. This insight challenges common perceptions that AI implementation directly translates into immediate operational improvements.

Despite the lack of evident productivity gains, the leaders surveyed remain committed to maintaining or even expanding their AI capabilities. This continued investment reflects a belief in the long-term strategic value of AI, perhaps anticipating benefits beyond current short-term metrics or preparing for competitive pressures as AI adoption becomes more pervasive.

The analysis draws attention to the complexity of measuring AI’s impact on productivity, which can vary widely across industries, organizational sizes, and use cases. Factors such as the time required for technology integration, employee training, and evolving workflows might delay seeing concrete returns.

Businesses appear to view AI as a necessary part of modern corporate infrastructure rather than solely a tool for immediate cost reduction or efficiency gains. The persistent deployment despite the absence of quick wins suggests that executives perceive AI as a critical component of future innovation and resilience.

This research contributes to ongoing discussions about the realistic expectations of AI in the workforce and highlights a potential gap between the technology’s promise and its initial practical outcomes. As AI systems continue to evolve, further studies will be essential to understand when and how productivity improvements emerge across sectors.

A global survey reveals most business leaders don’t observe productivity improvements from AI yet remain committed to its use.