How Organizational Systems Determine AI ROI

Google Cloud’s new Dora research report offers the most in-depth look yet at how developers are using AI—surveying nearly 5,000 professionals worldwide. The findings highlight soaring adoption (now at 90%), major gains in productivity and code quality, and a striking paradox where trust in AI still lags behind usage. Perhaps the biggest insight: AI boosts individual performance, but its real impact depends on how organizations adapt their systems and workflows to capture those gains.
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