Order exceptions for an online retailer
Illustrative scenario. This page describes a typical project and the outcomes we would plan around. It is not a report of a named client’s results. Targets are set with you after the free process review.

The situation
An online retailer ships a few hundred orders a day. Most flow straight through. About one in ten needs a decision: a risky payment, an item out of stock, a split shipment, a courier delay. Staff review these in a morning pass through three systems, then email customers one at a time. By then some customers have already written in.

What we would map first
- Every exception type for a month, with how often it occurs and how long it takes to resolve.
- Time from the moment an exception happens to the moment the customer hears about it.
- Which exceptions are routine and which need a judgement call.
The e-commerce map shows the stock and delivery loops involved.
What we would change
- Detect stock and risk exceptions when the order arrives, not the next morning.
- Prepare each case with the order, customer history and options on one screen, so the agent decides without searching.
- Send a standard message for routine cases: split shipment, short delay, backorder date.
- Watch courier events and message customers when a parcel is delayed, before they ask.
What stays manual
Fraud decisions above a threshold, goodwill gestures for upset customers and any high-value order with partial stock. The system prepares the options. A person chooses.
What we measure
Orders needing manual attention per 100, time from exception to customer informed, where-is-my-order contacts per 100 orders and share of exceptions resolved in one touch.
Typical outcome targets
Fewer inbound status contacts and a shorter morning queue. Figures are set with you after measuring your own order mix.
This case study describes a typical project of this kind. It is not a named client story, and the targets are planning figures we would agree with you after a free review, not results we are claiming.
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