System inventory
2 weeksAPI capabilities, data quality, SLA definitions.
End-to-end shipment traceability instead of fragmented systems and manual coordination.
Shipment status was fragmented across WMS, TMS, and carrier portals. Operations often learned about delays only after customer escalation.
A central integration hub with normalized event schema, SLA alert engine, and operations dashboard for a single visibility layer.
Hub-and-spoke model: adapters write to an event bus, normalizer converts to canonical model, dashboard serves read API.
1. WMS/TMS/carrier adapters
2. Event bus & schema normalizer
3. SLA & alert engine
4. Operations dashboard API
API capabilities, data quality, SLA definitions.
Adapters, event pipeline, core dashboard.
SLA rules, webhook notifications.
Pilot warehouse, training, expansion.
· Carrier API rate limits and outage handling
· Field mapping across different WMS versions
· Evolving SLA definitions from operations team
−35%
Delay detection time
−50%
Manual coordination
−28%
API error rate
Customer complaints tied to shipment delays plateaued. The operations center monitors all active shipments from a single screen.
~12% annual reduction in operational costs (client report).
· Canonical event model must be defined early — refactor cost grows with adapter count.
· Circuit breaker pattern for carrier outages improved operational stability.
Two WMS, one TMS, and three carrier APIs were integrated. New adapters are added modularly.
Critical SLA events update within minutes; batch sync runs in nightly windows.
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