- 1. Receive order event
- 2. Check stock
- 3. Request fulfilment
- 4. Track carrier update
- 5. Resolve exception
The business scenario
An online retailer sells through a storefront while warehouse staff and delivery partners operate in separate tools. Delayed status updates create repeated checking, inconsistent customer responses and missed exceptions. This concept proposes a shared operations queue around order and fulfilment events. It does not replace a CRM.
A focused first release
Start with one storefront, one inventory source and one carrier connection. Staff can see order status, source-system timestamps, missing events and the person handling an exception. The first release supports read access and controlled fulfilment requests. Refunds, customer marketing and automated price changes are excluded.
How the workflow would operate
The integration service verifies incoming webhook signatures and records each provider event once. It matches the event to an order, checks inventory availability and records the fulfilment request. Carrier events update shipment status. A scheduled reconciliation job compares recent orders with provider records to catch missed webhooks. Unresolved mismatches become assigned tasks.
Architecture and integrations
A TypeScript API would normalize storefront and carrier payloads into a PostgreSQL event history. Background workers would handle retries and rate limits. The browser workspace would show the current order state alongside its supporting events. Provider credentials would remain server-side with separate access per integration.
Where automation needs boundaries
A payment confirmation can arrive before an inventory update. A webhook can also be delivered twice or out of order. The proposed design uses explicit state transitions and stable request identifiers. An AI assistant may prepare a customer response from approved order facts, but staff review it before sending. Inventory conflicts and refunds retain named human owners.
Evaluation plan
Test duplicate events, delayed callbacks, inventory shortages, partial shipments and carrier downtime. Replaying the same event should not create a second fulfilment request. Operators should be able to trace every displayed status to a source and identify stale information. Compare exception resolution time with an agreed baseline during a pilot; no improvement figures have been measured for this concept.
Delivery and next steps
The proposed handover includes connectors, an exception workspace, event-replay tests, reconciliation jobs and an incident runbook. Launch initially with one bounded order flow, review mismatches with operations staff and expand only when the states and ownership are reliable.