The text provides an overview of talks given by Lindsay Murphy and Jared Noynaert regarding data quality and testing at their respective companies, Maple and Crane Worldwide Logistics. Lindsay Murphy, Director of Data & Analytics at Maple, outlines the evolution of data quality initiatives at Maple, discussing the initial stages, ongoing journey, and strategies for continuous improvement. Meanwhile, Jared Noynaert, Vice President of Data & Analytics at Crane Worldwide Logistics, elaborates on how his team prioritizes data quality, detailing the motivations behind their efforts, the methodologies employed to address data quality and testing, and offering examples of implementing modern practices in this domain. The text also invites interested individuals to future meetups or to participate as speakers.