The signal arrives too late.
Teams manually reconcile systems, then learn about the issue when a customer or salesperson forces the question.
Distribution / order exceptions
Find the order problem before the customer does.
Order status is split across email, the order system, and carrier pages. Coordinators spend the morning comparing records, while sales learns about delayed or partial shipments only when a customer asks.
The fix
Turn scattered signals into a prioritized review.
1 / Read
Retrieve permitted order, shipment, and carrier status fields without changing source systems.
2 / Compare
Apply business rules and language analysis to flag quantity, timing, address, or documentation exceptions.
3 / Explain
Prepare a source-linked summary of what differs, why it may matter, and what evidence is missing.
4 / Assign
An operations owner confirms priority, assigns the issue, and decides whether a customer update is appropriate.
What better looks like
From morning reconciliation to an earlier, owned exception.
A reviewable exception board.
Each meaningful mismatch points back to source evidence, shows uncertainty, and waits for an operations owner to assign the next action.
Earlier, trusted visibility.
Exception precision, false positives, time to owner assignment, age at detection, and customer-surprise incidents against the real baseline.
Controls
Visibility first. Authority later—if earned.
- ×No order changesThe pilot is read-only.
- ×No invented cause or delivery promiseEvery summary points back to source evidence and marks uncertainty.
- ×No automatic customer noticeSales or operations owns external communication.
Before launch
We validate the real operating conditions.
- 1Source qualityWhich order, shipment, carrier, and email signals are available and trustworthy?
- 2Exception ownershipWho decides priority, owns the next action, and communicates with the customer?
- 3The baselineHow much time goes to reconciliation, how late are issues found, and where do surprises occur?
Have a visibility bottleneck?
Begin with the decision people need to make and the evidence they need to trust it.