In Saudi organizations, innovation often stalls in the first mile. A significant 65% report unaddressed technical debt disrupting operations and hindering progress. And while 93% of KSA firms have an AI strategy, only 12% possess flexible networks for complex AI workloads. These foundational gaps, coupled with fragmented handoffs and inflexible platforms, lead to extended development cycles, spiraling costs, and lost control.