Why We Built Cinbrix

The name Cinbrix was inspired by my cats, Cinder and Binky. I built the platform around a problem I have seen repeatedly in healthcare: organizations depend on EHRs, billing systems, clearinghouses, vendors, infrastructure, spreadsheets, interfaces, and manual workflows, but often lack one place to understand how everything works together.

Cinbrix combines my experience with healthcare data, IT infrastructure, EHR environments, revenue cycle operations, reporting, vendors, and workflow improvement with my graduate training in Systems Engineering.

It is designed to answer practical questions such as:

• What systems and workflows depend on each other? 
• What happens when a critical system or interface fails? 
• Where are the single points of failure, bottlenecks, and manual handoffs? 
• What could break during an EHR or platform migration? 

Cinbrix brings system mapping, relationship modeling, validation, audit analysis, optimization, and simulation into one shared model. Valley Data Works uses it during engagements to understand current state architecture, evaluate operational and revenue cycle risk, test system changes, and identify improvement opportunities.

Model the system. Understand the relationships. Test the assumptions. Improve the operation.

Cinbrix is currently an internal Valley Data Works tool, but we are exploring direct client access for ongoing operational use and the possibility of a broader public release as the platform matures. Any future version would prioritize security, access control, reliability, and healthcare data protection.