The Comet ML Office Hours recently concluded its eight-part series "Standardizing the Experiment," with the final session focusing on the deployment phase of the machine learning lifecycle. Hosted on February 23, 2022, the session featured insights from Dr. Doug Blank, Jacques Verre, Dhruv Nair, and Michael Cullan, who discussed the nuances between machine learning deployment and traditional software deployment. The panelists emphasized the potential of small teams to make significant impacts within larger organizations, offering strategies for maximizing their influence. They also highlighted the challenges of silent failures in deployed models and the necessity of continuous monitoring, referencing tools like Comet's Model Production Monitoring. The session encouraged attendees to explore further resources available on Comet's online platforms, and invited participants to join future Office Hours scheduled every Wednesday, providing a free opportunity to engage with experts and deepen their understanding of data science and machine learning.