AI Insights: Executives Identify Key Obstacles

AI Insights: Executives Identify Key Obstacles

AI Insights: Executives Identify Key Obstacles

https://www.pymnts.com/study_posts/the-enterprise-ai-readiness-gap-what-company-data-reveals-about-the-real-barrier-to-scale/

Publish Date: 2026-04-02 10:02:00

Source Domain: www.pymnts.com

  • Internal Readiness is the Bottleneck: Most executives (70%) at large enterprises blame internal organizational barriers more than technology issues for limiting AI performance. Only 11% cite technological limitations.

  • Multiple Interconnected Issues: Executives identified multiple barriers that average four to five interconnected issues each, including data quality, budget constraints, and governance processes.

  • Confidence-Reality Gap: While nearly all executives are confident that their data governance supports AI, 85% report that their data is fragmented and 63% cite data quality as a barrier.

  • AI Integration: Next-gen AI is deeply embedded in data and technology functions but remains in early stages in areas like HR, finance, and corporate strategy.

  • Closing the Readiness Gap: To achieve real AI readiness, enterprises must address data integration, stress-test governance, tackle multiple barriers at once, and shift focus from AI functionality to organizational readiness.