From AI insight to business outcomes: What enterprises need to move beyond the “Chat Phase”
Many organizations are adopting AI tools, but they struggle to translate insights into measurable business outcomes. Research indicates that while a majority of companies use AI, only a fraction have successfully scaled it across their operations. This gap highlights the need for better integration of AI insights into actionable workflows to enhance overall organizational effectiveness.
- ▪88% of organizations use AI in at least one business function.
- ▪Only about one-third of organizations have scaled AI across the enterprise.
- ▪39% of organizations report measurable financial impact from AI.
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Pro From AI insight to business outcomes: What enterprises need to move beyond the “Chat Phase” Opinion By Joe Kristo published 27 May 2026 Moving enterprise AI from conversations to coordinated execution When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. (Image credit: Getty Images) 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 AI tools have quickly become a standard part of everyday workflows and business functions.
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