According to Richard Seroter, the primary purpose of Continuous Integration (CI) is to identify and catch mistakes early in the development process. He emphasizes that if CI pipelines consistently show 'green' with no failures, it may not be providing real value. The true goal is to ensure errors are detected sooner, thereby improving overall software quality and reliability.