ISG warns AI projects falter without clear value strategy

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02.05.2026

ISG warns AI projects falter without clear value strategy — ISG flags AI value challenge

Many artificial intelligence initiatives collapse not due to technical shortcomings, but because organizations lack a definitive understanding of value, according to ISG.

The firm released a video outlining recent shifts in digital transformation projects, underscoring the necessity for companies to clearly define the strategic benefits they expect from AI. ISG states that a well-articulated value proposition is fundamental to the success of AI-driven transformations. Details of these dynamics and recommendations can be found in their latest digital briefing.

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ISG previously argued that most enterprises are not failing with AI but are misapplying strategies that affect success, according to a recent analysis. The firm also cautioned businesses as AI rapidly transforms pricing strategies, urging adaptation to fast-changing digital trends in a separate report. These findings build on ISG’s ongoing assessment of organizational challenges in AI adoption.

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