The Administrative Support team at Greylock plays a crucial role in enhancing operational efficiency by providing high-level assistance to executives and managing office facilities. They streamline administrative tasks, coordinate schedules, and oversee HR and benefits operations, ensuring a productive work environment that allows the leadership team to focus on investing in innovative software companies.