In the software as a service (SaaS) cloud service model, identity and directory infrastructure management is a shared responsibility between Microsoft and the customer. Microsoft manages aspects such as the global infrastructure and platform services, while the customer is responsible for managing access and identity controls within the given infrastructure. This ensures that both parties work together to maintain security and functionality.