The Deduction Analyst I maintains detailed claim records, updates the Deduction Management System, prepares weekly findings for management, and provides monthly summaries and trend analysis to help reduce recurring chargebacks and improve process accuracy. This role partners closely with Customer Service, Operations, Accounting, and other internal departments to gather supporting documentation, validate claims, identify root causes, and support corrective actions.