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A data leader with 15 years of experience observed that data portfolios at every company continually expanded and never shrank, because velocity metrics measure throughput but not portfolio health. Dashboards ran for years without use, and no system existed to retire them. The fix requires applying the same capital-allocation discipline used elsewhere in the business.
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