Problem Statement

The Professional Billing data on charges, denials, and credits is already collected in the data warehouse and visualized in existing dashboards, so the bottleneck isn't gathering or reporting the numbers, it's interpreting them. Someone still has to read the dashboards, work out what the trends mean, and write it up differently for each audience. Service-line leaders and physicians need the "so what" and the story behind the movement, not raw charts, and producing that synthesis by hand for every group is slow and doesn't scale across service lines.

Automation Solution

This automation analyzes Professional Billing reports (charges, denials, credits) from the data warehouse to generate slide-ready summaries, trends, and insights for service-line leaders and physicians, with references to the supporting charts in the existing dashboards.