Shipment Exception Agent
Freight forwarders, 3PLs, and shippers moving more than a few hundred loads a month
Problem
Nothing goes wrong until a customer notices. Tracking data shows a container held at customs or a truck three hours behind, but nobody is watching every load, so the first signal is an angry email asking where the order is.
Solution
An agent that consumes tracking events continuously, distinguishes real exceptions from noise, calculates what each one means for the promised delivery date, and either notifies the customer with a revised commitment or escalates the ones needing a person.
Tech stack
Required integrations
- Carrier and visibility providers (project44, FourKites, or direct APIs)
- Transport management system for the order and the promise
- Customer notification channels: email and SMS
Key features
- Continuous event ingestion with de-duplication across carriers
- Exception classification that separates real problems from noisy pings
- Impact calculation against the promised delivery window
- Customer notification with a revised date the plan supports
- Escalation for exceptions needing a commercial decision
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- The full build prompt, ready to copy (585 words)
- 7 build steps, in order
- 3 variables to fill in, documented
- The revenue model
- Monetization notes
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Guides for this build
Read these alongside the spec.