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All issuesVolume 327, Issue 4IT NewsAI

AI Doesn't Work Without The Right Data Foundation

TechStrong.AI, Friday, June 27th, 2025

Enterprise AI is evolving fast. The buzz has shifted from experiments to execution. Organizations no longer ask 'Can we use AI?'-they're asking 'Are we getting value from it?'

Yet for all the progress we've seen in generative and agentic models and AI applications, a major problem remains: AI still fails too often. And the reason usually has nothing to do with the model. It's the data.

We're living in an era where AI is only as good as the infrastructure beneath it. And if that infrastructure can't handle fragmented, siloed, or inaccessible data, the results will always fall short.

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