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A Fortune 500 company invested $4 million in a 'data product initiative' only to discover they'd built reporting infrastructure instead. Most teams can't distinguish between dashboards and true data products—and it's costing them millions in wasted investment and missed opportunity. Full article: https://davidohnstad.com/data-products-vs-analytics-dashboards/
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David Ohnstad (2026) studied this question.
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