

Catching shipment exceptions before they hit service
A global freight forwarder put a specialized agent on every booked shipment, watching live conditions and warning operators before a service failure could land.
Before Eranova
For a global forwarder, the cost of a missed milestone is rarely visible until it is too late. A flight rolls, an ocean schedule slips, weather closes a lane, and the operator finds out only when the customer calls. By then the recovery options are expensive and the service failure is already on the books, eating into net revenue load by load.
What the agents do
- 01
Ingests and monitors each shipment and its details from the moment it is booked, then keeps watch across its full lifecycle.
- 02
Connects the agent to an array of validation tools and data sources: lane performance history, vendor scorecards, flight data APIs, ocean data APIs, weather, traffic, and global events.
- 03
Pulls and ingests the relevant data for each shipment based on its specific details and routing.
- 04
Detects potential service exceptions and scores their severity from the combined signals.
- 05
Alerts the shipment's operators ahead of impact, so the exception can be worked before it reaches the customer.
Results
~10% of net revenue
annual cost of service failures at a major brokerage, the benchmark these agents work to prevent
~2% of shipments
flagged daily for operators before avoidable impact





