AI won’t plug forwarder margin leaks without better data and processes
Freight forwarders must tackle unbilled charges, manual rework, and unreliable data before expecting AI to protect their margins, according to Metro Shipping and Portcast.
Freight forwarders must tackle unbilled charges, manual rework, and unreliable data before expecting AI to protect their margins, according to Metro Shipping and Portcast.
Speaking on The Loadstar Podcast, Ian Powell, tech and solutions director at Metro, said profitability could be eroded by incorrect buy and sell rates, costs not passed on to customers, and repeated administrative work.
“If we’re constantly reworking activity, if we’re raising credits against jobs, re-invoicing jobs, that’s ...
The card
- Industry: Logística y cadena de suministro — Transporte, inventario y última milla: visibilidad y decisión.
- Source: The Loadstar
- Published: 16/10/2026
Read the full case at the source →
Excerpt from the original publisher, selected automatically. The full text belongs to its publisher and is linked above.
How I read this case
In logistics technology is rarely the bottleneck: the bottleneck is data that arrives late and a supplier with no way to integrate. Seeing inventory in real time is worth nothing if the replenishment decision still takes three days to approve. The gain is in shortening the cycle, not in the dashboard.
The three questions
- Whether it improves visibility or also shortens decision time.
- How small suppliers are integrated, since they are usually the majority.
- What the operation does when the system is unavailable.
This commentary is my own and does not belong to the cited publisher.
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