Many technology advisors leave real money on the table because vendor portals, billing systems, and contract footnotes are noisy, inconsistent, and time-consuming to reconcile. In this practical interview, Bob Bevilacqua and a guest who runs commission-recovery projects walk through a repeatable, low-tech + AI approach you can run in 30 days. You’ll learn which data sources to prioritize (vendor portals, invoices, CRM, contracts), simple NLP and RPA patterns that surface mismatches, a lightweight human-in-the-loop review workflow, and outreach language that turns findings into recovered commissions or credits. This episode teaches a concrete playbook, solves the immediate problem of unseen revenue leakage, and moves listeners to a clear next step they can implement without hiring a data scientist. Expect real templates, measurable KPIs to track, and a pilot plan built for solo operators and small teams.