Direct-to-consumer businesses depend on supply chains that integrate procurement, fulfillment, and last-mile delivery. A well-designed framework ensures predictable lead times, accurate demand forecasting, and optimized logistics. Weak systems often lead to delays, stockouts, or excess inventory, damaging customer trust. Building resilient frameworks with agile processes enable growth.