The Comet ML Office Hours, in collaboration with The Artists of Data Science, recently launched a reimagined series focusing on standardizing experiments in data science, with the first session featuring a discussion between host Harpreet Sahota and Anaconda, Inc.'s Christian Capdeville. Key themes included the critical role of communication and timing in engaging stakeholders, particularly during the proof of concept stage, as well as the challenge of aligning machine learning projects with business objectives and team KPIs. Christian emphasized the importance of mapping processes to overarching project goals and referenced Teresa Torres’ book on creating customer and business value. The sessions are part of a larger series aimed at fostering community engagement and are freely accessible online, with more resources available through Comet's various platforms.