
Before the AI pilot, define the decision
A useful logistics AI project starts with an operating decision, the evidence behind it and a person accountable for the outcome.
Reporting, analysis and practical perspectives on the business of moving goods.

A useful logistics AI project starts with an operating decision, the evidence behind it and a person accountable for the outcome.

Two carrier carbon figures can describe different activities and methods. UK procurement teams should standardise the reporting request and examine evidence quality before using emissions data to rank…

Energy bills reveal only part of a cold logistics footprint. Refrigerant quantities, service events and maintenance records deserve a place in the evidence.

Truck electrification decisions become clearer when fleets examine actual work rather than brochure range. Payload, waiting time, auxiliary equipment and depot access all shape whether a particular route…

Before comparing emissions, establish which journeys, facilities and suppliers the inventory covers. Precision cannot repair an incomplete boundary.

Connected logistics data becomes useful when an operating team checks gaps, interprets events and takes responsibility for the next decision.

A supplier's dispatch date tells only part of the replenishment story. Procurement needs a clock that includes the work before the vehicle leaves.

A diverse supplier list can still share a factory, material or transport bottleneck. Map the dependencies that a purchase ledger cannot show.

The company says its Cold Chain Network has added dedicated connections from Europe and North America to healthcare hubs in Asia.

An advisory dated 15 October sets out a revised timeline for eligible bookings that have not materialised. Shippers should confirm the scope against their own booking.

Cargo moves through a network. Responsibility needs a route of its own. An examination of the promises, records and decisions between one operation and the next.

Market access is only the beginning. Product eligibility, origin evidence and a joined-up shipment plan determine how an India UK trade opportunity becomes a dependable delivery.