Tableau Cloud is at the forefront of this transformation, investing in AI-driven solutions for the future, in a fully-hosted, cloud-based, enterprise-grade analytics solution. With tools like Tableau Agent and Tableau Pulse, and innovations like the Einstein Trust Layer, Tableau Cloud is democratizing data analysis and streamlining the consumption of insights at scale. To leverage these advanced capabilities, HLS companies must first transition from Tableau Server to Tableau Cloud. However, moving to and running Cloud computing brings challenges in the context of GxP compliance to these companies. The existing key practices and controls in place to ensure GxP compliance for Tableau Server will not work in a Cloud environment. For example, on average, it takes HLS customers six months to test (including platform qualification and business validation) Tableau Server upgrades while Tableau Cloud is upgraded many times a year.