A failed delivery attempt, a non-delivery report in logistics terms, is expensive in a way that compounds: a wasted trip, a re-attempt or a full return, and a customer whose order is now late. Most of the causes are avoidable with one short call before the courier ever leaves for the address.
Where a failed delivery attempt actually comes from
- Address ambiguity: an incomplete or unclear address that causes the courier to fail to locate the recipient.
- Recipient unavailable at the time of the attempt, with no advance notice of when the courier was actually coming.
- A payment issue at the door, for cash-on-delivery shipments specifically.
- The recipient no longer wants the order by the time it arrives, and simply refuses it on the spot.
Volume here tracks shipment count directly, the same structural pattern as order confirmation for online sellers. A delivery network moving tens of thousands of shipments a day generates a proportional number of at-risk deliveries that a small recovery team can't call through same-day.
A delivery attempt confirmed the day before is a completed delivery. One confirmed only after it fails is a re-attempt or a return.
How Lemu AI helps
- An automatic confirmation call before the delivery attempt, verifying the address and the recipient's availability window.
- A failed-attempt follow-up call that reschedules the delivery automatically, instead of waiting for the recipient to reach out.
- Address corrections captured directly on the call and pushed back into the shipment record, not scribbled on a note somewhere.
- An automatic text follow-up if the call goes unanswered, so the recipient can still respond and confirm a new attempt.
Related
See how Lemu AI helps logistics and delivery teams cut failed attempts