Charles Darwin's theory of evolution does propose a mechanism which at least theoretically could drive change once a living entity exists.
But Darwin's evolution and natural selection require the living entity to exist before either evolution or natural selection can function.
Neither evolution or natural selection can play any role in the origin of life.