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Agentic analytics produce useful insights less than half the time, report finds

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A report from MIT Technology Review Insights finds analytics agents generate business-improving actions for 48% of their insights on average, up from 37% a year earlier, but more than half of agent outputs still fail to help companies; poor context and fragmented data are cited as leading causes.

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The report says a small group of “insight leaders” see better results — more than 70% of their agent insights lead to business-improving actions — and that organizations are prioritizing AI and data governance (60%) and adding a semantic layer (45%) to raise insight quality.

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