Why enterprise AI stalls and what executives must do differently
Despite the rapid adoption of generative AI tools in organizations, many are not realizing consistent value from their AI initiatives. The disconnect between consumer-facing AI experiences and effective business deployment contributes to this issue. Leaders must recognize the importance of foundational data, skills, and governance to truly leverage AI capabilities.
- ▪A vast majority of organizations are using generative AI in some form, often through off-the-shelf tools.
- ▪Many organizations are not gaining measurable or consistent value from their AI initiatives despite widespread adoption.
- ▪Those who view AI as a set of capabilities rather than just a tool tend to have more successful deployments.
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Pro Why enterprise AI stalls and what executives must do differently Opinion By Fern Halper published 29 May 2026 AI isn’t failing—leadership is When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. (Image credit: Shutterstock/SomYuZu) Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Threads Email Share this article 0 Join the conversation Follow us Add us as a preferred source on Google Newsletter Subscribe to our newsletter Since the widespread emergence of generative AI tools in late 2022, artificial intelligence has become a central focus for most organizations.Adoption has been rapid.
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