How Dirty Data Cost a Retailer R3 Million in Phantom Revenue

A South African SME's FY 2024 revenue report overstated income by R2,985,788 — caused by four entirely preventable data quality issues. Seven structured cleaning steps reduced the error rate from 72.1% to zero, giving the business its first reliable view of actual performance.