Structured reading
The Primer
The Primer takes the order–trade–fulfillment lifecycle, one record at a time. Each lesson traces a single stage: what the record captures, what names it, and how it moves. A newcomer can follow the mechanics from the first page; a practitioner can drop in at any stage and check the detail.
Start the Primer →Reading market manipulation
Interactives
Working models, not live feeds. Each opens on labeled data, a clean market beside a manipulated one, and traces the signal a compliance analyst checks. They illustrate the mechanics; they do not stand in for a market. Nothing here reads a live market, and nothing here is a surveillance tool.
Enter the lab →Guided walkthrough
The reporting lifecycle
Where data originates, moves, is transformed, and must be reconstructed at each stage of the lifecycle.
Reconstruction
The reconstruction bench
Assemble a trade back from its scattered records and see what the audit trail can, and cannot, prove.