This case study focuses on AMD's use of Q4 surveillance to enhance their investor relations strategy. It outlines how AMD's Investor Relations team, led by Laura Graves, has utilized Q4's analytical insights to gain visibility into stock movements and market dynamics. The study details the proactive communication of timely intelligence to senior management and the Board of Directors, which supports strategic planning. AMD's objectives include understanding stock trading patterns and prioritizing resources to attract high-value shareholders. The case study emphasizes the importance of having a dedicated analyst from Q4 who provides critical insights into market fluctuations and trading trends. This relationship has become integral to AMD's daily operations, enabling the company to make informed decisions regarding investor engagement and stock performance. The insights gained from Q4 surveillance have been pivotal in shaping AMD's strategic planning and ensuring effective communication with the investment community.