Scaling Beyond Monolithic Inventory: Why Distributed Architecture Is Non-Negotiable

Monolithic inventory sync systems fail predictably at scale with overselling, stale data, and silent failures. A four-layer event-driven architecture—using webhooks, message queues, microservices, and distributed state stores—prevents these failures and allows independent scaling. This pattern is essential for any high-volume ecommerce platform seeking inventory accuracy without operational chaos.