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Many enterprise data assets are praised at launch only to be decommissioned months later because nobody can demonstrate a single recurring dollar saved or earned. True data product management requires tying every telemetry asset and reporting pipeline directly to verifiable financial outcomes before budget reviews arrive. Full article: https://davidohnstad.com/data-product-management-enterprise-portfolio-waste/
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David Ohnstad (2026) studied this question.
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