The Dutch Talking Traffic program contributes significantly to the discourse on Intelligent Transport Systems (ITS) by addressing the critical aspect of data quality control in deploying Cooperative Intelligent Transport Systems (C-ITS) services at scale. This presentation highlights a three-year journey of the Dutch Talking traffic Program, where data quality control evolved from initial quality arrangements to continuous data quality control including KPIs, quality control policies, and diagnostics within the program's ecosystem.