
Enterprise suites can take months to years. Specialized planning solutions typically go live faster, depending on data readiness and integration scope. A focused first perimeter, often demand forecasting and replenishment for a defined SKU group, lets organizations see measurable KPI improvements within the first cycles rather than waiting on a full rollout. Data quality is usually the binding constraint: clean historical sales, accurate lead times and consistent master data accelerate onboarding far more than any feature checklist. With pre-built ERP connectors, modern planning tools can move from kick-off to production in a matter of weeks rather than quarters, especially for mid-sized organizations.