In the fiercely competitive world of music streaming, Spotify faces constant pressure to retain listeners. To achieve sustainable growth, the platform is increasingly turning to Machine Learning. By leveraging AI's capabilities, Spotify can enhance the user experience, discover to evolving trends, and ultimately drive subscriber engagement. From pe