Every enterprise has dashboards nobody opens. They represent real cost — pipelines to maintain, storage to pay for, meetings to hold — and produce no decisions in return. A metric nobody acts on is a liability, not an asset.
The fix starts by working backward from the decision. Before we model a single table, we ask which decisions the data is meant to serve and who makes them. That constraint kills a surprising number of vanity metrics before they are ever built.
Trust is the other half. A unified, governed platform — with lineage and quality controls people can audit — is what lets a merchandiser act on a number at 9am instead of waiting for the overnight batch and hedging their bets.
The goal is not more dashboards. It is fewer, better ones that people trust enough to act on the same day.
KEY TAKEAWAYS
Design analytics backward from the decision
Kill vanity metrics before you build them
Invest in trust: lineage, quality, governance
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