Syncing Inventory Across Multiple Shopify Locations Without Overselling

Two orders for the last unit arriving within milliseconds of each other, from two different channels, is the scenario that breaks naive sync logic. Whichever system checks available inventory a moment too late sells a unit that's already gone.

Inventory needs to be reserved at the moment of checkout initiation, not just decremented after payment succeeds — a short-lived hold that releases automatically if checkout isn't completed within a few minutes. This closes the race window that a simple decrement-on-sale approach leaves open.

Even with good reservation logic, keeping a small safety buffer (2-3 units reported as unavailable before true zero) absorbs sync-delay edge cases across third-party channels that don't support real-time reservation at all, like some marketplace integrations.