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High adoption rates and satisfaction scores can mask serious problems. A 372-user platform with 94% approval actually slowed decisions by 11 days and created 47 competing workflows. Real data product success requires measuring business outcomes, not just user engagement. Full article: https://davidohnstad.com/data-product-success-metrics-misleading/
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David Ohnstad (2026) studied this question.
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