Abstract: The principles of the present invention provide for optimizing healthcare/dental-care revenue cycle management through dynamic information analysis. The principles of the present invention incorporate interactive, exploratory data analyses of the full revenue cycle management processes and interrelated systems. Such analyses may include functions of appointments, scheduling, billing, posting, denial management, collections, whilst integrating hospital, physician, practice management, sales, marketing, finance and other interrelated systems and/or functions. As a result, complete, consistent, derivative, quality data analysis allowing users to identify initial and sub-process performances and their effects on the main business process enriching decision-making capabilities for medical service providers.