In ecommerce, scaling hinges on operational clarity. Complex processes often lead to bottlenecks, error-prone systems, and communication breakdowns, hampering growth. For example, poorly managed refund operations can delay resolutions, impacting CX levels and straining fulfillment SLAs. Over time, the weight of complexity becomes evident as teams struggle to maintain service levels, resulting in increased costs and diminished efficiency. The preventive operating model mandates defined process owners, clear SLAs, and routine audits to ensure operational simplicity, securing a trajectory towards sustainable growth.