Better patient engagement, improved cost transparency, and reliable quality scoring of healthcare providers are crucial concerns for patients, providers, and insurers in this period of rising healthcare costs. The "Know Your Colors" web application provides an answer to these challenges through an innovative web platform that replaces scoring of quality care based on bills and claim data to an objective data system based on routine personal medical test results.