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Why nobody trusts the dashboard
Two numbers for the same metric, and everyone shrugs.
Here's a meeting you've sat through: someone presents a revenue number, someone else has a different revenue number, and ten minutes of a leadership meeting evaporate into figuring out whose extract is 'right.'
The conclusion everyone quietly reaches isn't that one number is wrong. It's that the numbers can't be trusted — and from then on, every dashboard your team ships gets the skeptical squint.
Trust in data doesn't fail because of one bad number. It fails because the same question gives different answers depending on who asks and which tool they ask through. Consistency, not accuracy, is what people actually experience as trustworthiness.
That has a structural cause, and it's not your analysts.
This week we'll trace it — starting tomorrow with the well-intentioned decision that usually makes it worse.