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The article argues that AI adoption in enterprises often fails because companies focus on buying tools rather than redesigning workflows, leading to low ROI and minimal impact. It emphasizes the need for architectural changes to achieve real success.
The article argues that AI-native software engineering, where agents assist throughout the full software development lifecycle, yields much higher productivity gains than applying AI only to code generation, citing Gartner and McKinsey research and Ascendion's experience with 10,000+ agents in production.