How this portfolio is built

The reconciliation and exception-intelligence projects run analytical engines against synthetic data with a known answer key. Their pages render the artifacts those engines publish, and their accuracy metrics are checked against recorded ground truth.

The executive report is an integration layer over that work. Its verifier recomputes commercial figures from the shipped ledger and checks imported financial and receivables figures against the source builds they came from.

In every case, the website renders published artifacts rather than recalculating the analysis when a page loads.