Docker encapsulates applications and their dependencies into lightweight containers and ensures that each application runs independently, without interference from other processes or system configurations. This isolation guarantees consistent and reliable behavior, making it an ideal choice for achieving scalability and efficient resource utilization in diverse computing environments.