Achieving accurate and reliable data within building projects relies heavily on robust Quality Assurance (QA) and Validation processes for the Collaborative Building Information Model Exchange (COBie). Implementing best practices ensures that information within COBie datasets are reliable, promoting seamless collaboration and informed decision-maki