Spreadsheet error hid profit miscalculation for a year

A landscaping company's spreadsheet had a formula error that understated subcontractor costs, making crew profits appear higher than reality for about a year. The owner relied on the sheet for business decisions, but the error went unnoticed because no one audited the inherited file. The case highlights the tension between automating data gathering and preserving human oversight.