Global inventory truth is eventually consistent by physics; agents need explicit freshness semantics and safe promises. Product architecture should encode SLA tiers and fallback copy, not pretend omniscience.
Executive snapshot
Real-time Inventory Latency in Global Retail
Retail & commerceOperations
The move
Same-second promises collide with DC cutoffs, in-transit splits, and cross-border delays.
The friction
Agents that over-promise stock erode trust faster than human agents making the same mistake.
The product verdict
Publish freshness windows, probabilistic availability language, and reservation policies as part of the API contract.
Field note · Strategic dispatch · /dispatch/real-time-inventory-latency-global-retail