Identified $4.6M in operational leakage and secured $2M in immediate cost efficiencies through a targeted strategic audit.
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I worked with Wayfair, a global e-commerce giant handling millions of shipments. At that scale, even small discrepancies in shipping invoices or supplier agreements turn into massive losses. The challenge wasn't generating revenue—it was plugging the "leaky bucket" of operational costs. I engineered data pipelines to audit their logistics network automatically.
The company worked with multiple shipping carriers and thousands of suppliers. Manually verifying every shipping invoice against the negotiated rate cards was impossible. Consequently, the company was unknowingly overpaying for shipping and absorbing costs from supplier errors. They needed a way to audit millions of rows of transaction data against complex contract logic without slowing down operations.
We moved beyond standard reporting and executed a Forensic Operational Audit:
