Madison’s anticipated debut I Hope You Can Forgive Me represents an evolution in her career as she finds ways to improvise and self-produce in the midst of an ever changing global pandemic landscape. Following the a cappella projects that corralled early fans (Finding Foundations Vol. I and II), she collaborated with her older brother, Taylor McFerrin, for her subsequent EP, You + I, her first project with instrumentation. I Hope You Can Forgive Me builds upon that next step sonically while exploring themes of love, self preservation, fear, and conjuring. A majority of the tracks on I Hope You Can Forgive Me are produced by Madison, a newly refined skill she honed during the pandemic. In addition to being a producer and arranger, she is also an instrumentalist, playing bass, synth, and creating background vocals for several of the tracks. The intimate album features her father, Bobby McFerrin.

Late last year, Madison released a groovy, soulful single, "Stay Away (From Me)" alongside a vibrant visual, artfully juxtaposing hypnotic, danceable instrumentals with lyrics that tackle the uncertainty of our times and her inner struggle with anxiety. With “(Please Don’t) Leave Me Now”, the enchanting singer-songwriter-producer continues to deliver ethereal vocals and euphonious melodies, and a delightful blend of electronic, pop, jazz, and soul with undeniable technique and expressive depth.