The core divergence separating AI SaaS and legacy applications lies in their integrated architecture and philosophy. Traditional software typically requires extensive upfront funding in hardware and regular maintenance , often delivered through installed solutions. Conversely, AI SaaS leverages cloud-based resources, allowing for dynamic scaling an