AI agents now handle shipping, but only if you know which Shanghai port to pick
A logistics company's AI must determine the correct port in Shanghai, requiring multiple agents to work in tandem.
The story
C.H. Robinson is expanding its AI agents to handle ocean, air, and customs tasks, improving efficiency in freight forwarding by automating price quoting, bookings, and document management.
Source: wwd.com
Our reading
It’s not enough for an AI to know which port in Shanghai a shipper means—it must also know which tolls apply, which terminals charge what, and which fees change daily. This is the modern equivalent of a human having to ask, ‘Is this the right door?’ while also calculating the tax on a taxi ride and the cost of a hotel room in a city they’ve never been to.
The result is a system where a single shipment could require a dozen AI agents, each with a specific task, like a corporate office where everyone has a job but no one knows the bigger picture. It’s the digital version of a team of people all trying to solve the same problem but never actually talking to each other.
the AI has to figure out which port the shipper means, but the shipper might not even know they need to specify. It’s like asking someone to choose a restaurant without telling them what they like to eat.
