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The mission of the Global Patents Team (GPT) at Google is to remove barriers to innovation. To aid in this effort, the Patents Team leverages a combination of data, models and analytics to anticipate, prevent and defend against intellectual property attacks. In late 2015, GPT embarked on a multi-team effort to align across existing systems and applications to build a unified analytics stack comprised of a robust data warehouse, a sophisticated machine learning layer and BI via Tableau. This talk will share the strategies and tactics used to improve everything from the data quality and reliability to data availability.