AI Revenue Leakage: Engineering Inefficiencies, Not Fraud, Drain Margins

For AI companies, the biggest source of revenue leakage is not fraud but engineering inefficiencies like duplicate requests and unnecessary retries. These small operational costs accumulate quietly, eroding margins without breaking the product. Founders must shift focus from traditional finance-driven leakage to infrastructure-level cost optimization.