
It depends on integration scope and data readiness, but many teams can see value quickly when they start with core data (sales history, inventory, lead times) and adopt an exception-driven workflow before expanding into advanced scenarios. Modern solutions such as Flowlity are designed for rapid deployment and integration, allowing mid-sized retail and e-commerce businesses to see measurable improvements without lengthy transformation projects.