The basic divergence among AI Software-as-a-Service and conventional applications lies in their inherent architecture and approach . Traditional software typically requires extensive upfront funding in systems and persistent maintenance , often delivered through on-premise solutions. Conversely, AI SaaS leverages cloud-based resources, allowing for