Bad data doesn't feel expensive because the invoice never arrives. It's paid in payroll, write-offs, and missed price increases. A walk through the P&L lines it hides in.
Operbit · October 13, 2026
Nobody budgets for bad data because nobody bills for it. The cost arrives disguised as ordinary line items: a little extra payroll here, a shrink adjustment there, a margin that "just runs lower in that channel." Walk the P&L with a colder eye and the disguise comes off.
Count the hours your team spends making numbers agree: sales file versus accounting, inventory sheet versus shelf, three versions of the customer list. At even one person-day a week you're paying a five-figure annual salary for arithmetic that a coherent system does for free. This is the most measurable cost and the one everyone has normalized. It's sign number one that you've outgrown spreadsheets.
When the system's count and the shelf's count disagree, you pay twice: write-offs when the phantom stock is finally faced, and stockouts when you trusted a number that wasn't there, lost sales that never appear on any report. Distributors we assess typically find one to three points of revenue leaking through this crack.
This is the expensive one. Without SKU-level truth about cost and margin, price reviews get done with a blunt instrument: across-the-board percentages, gut-feel exceptions. The customers and products that deserved a targeted increase didn't get one, and that forgone margin compounds every year it goes unfixed.
When assembling the numbers takes a week, decisions happen monthly that should happen weekly. The cost isn't the analyst's time. It's four extra weeks of a bad assortment, a losing price, an underperforming rep, every time. Slow data makes every other problem older before it's addressed.
Not software first. Fix ownership first (one owner per master), then move the transactional core into one system, then automate the reporting so the numbers show up by themselves. That sequence is cheapest because each step makes the next one smaller, and it's exactly the sequence a good implementation enforces anyway.
The Operations Diagnostic puts numbers on your version of these lines: $4,500, two weeks, credited toward the fix. Start with a free 30-minute discovery call. You'll leave with a straight answer on scope and cost.
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