A working record of revenue systems architecture — mapping how businesses actually operate, modeling the systems behind them, and rebuilding the infrastructure that turns fragmented tools into coherent, maintainable systems.
A Salesforce record appeared in prior system evidence but was missing from active data and the Recycle Bin. I used independent existence proof, ALL ROWS, deleted-record checks, automation review, and population-level reconciliation to separate a real missing record from ordinary auto-number gaps.
A private lender asked for a property-data scraper. I reframed the request around the operating need, coordinated the external data work, and built a Salesforce architecture connecting loans, current property state, change history, and monitoring.
System Debrief #001: wiring an AI engineering harness into WordPress so finished technical work publishes itself as structured drafts — JetEngine meta boxes, glossaries, one Elementor template, and five traps worth knowing about.