Perspectives on the trends, technology and transformation shaping logistics and supply chain.
Point of viewAI in logistics
One wrong field on a shipping bill or a bill of entry can hold a container for days. Extraction, classification suggestions and pre-filing checks can catch most mismatches before submission — as long as a licensed broker still decides and files.
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Point of viewOperations & finance
Road freight margin leaks in two places: the empty return leg and the costs nobody reconciles. Telematics, FASTag records and e-way bills already describe every trip — joined per consignment, they let fleet teams fix both while the truck is still on the road.
Point of viewOperations & finance
Carrier invoices arrive weeks after the shipment and are paid on trust; cash-on-delivery remittances are matched by hand. Both are matching problems with clear evidence — exactly where a supervised agent earns its keep.
1 insight
Point of viewAI in logistics
One wrong field on a shipping bill or a bill of entry can hold a container for days. Extraction, classification suggestions and pre-filing checks can catch most mismatches before submission — as long as a licensed broker still decides and files.
Point of viewOperations & finance
Road freight margin leaks in two places: the empty return leg and the costs nobody reconciles. Telematics, FASTag records and e-way bills already describe every trip — joined per consignment, they let fleet teams fix both while the truck is still on the road.
Point of viewOperations & finance
Carrier invoices arrive weeks after the shipment and are paid on trust; cash-on-delivery remittances are matched by hand. Both are matching problems with clear evidence — exactly where a supervised agent earns its keep.
Point of viewGoverning AI
Logistics agents can scan, match and draft at a scale no team can. But three kinds of decision — a customs filing, a carrier payment and a commitment to a customer — must stay with a named person. Here is how we design for that.
Point of viewTrade lanes & visibility
Shippers judge logistics providers by how early they hear bad news. A self-service platform and proactive alerts only work if every provider's milestones land in one governed record.
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Trips, warehouses, freight audit and COD.
Point of viewAI in logistics
One wrong field on a shipping bill or a bill of entry can hold a container for days. Extraction, classification suggestions and pre-filing checks can catch most mismatches before submission — as long as a licensed broker still decides and files.
Point of viewGoverning AI
Logistics agents can scan, match and draft at a scale no team can. But three kinds of decision — a customs filing, a carrier payment and a commitment to a customer — must stay with a named person. Here is how we design for that.
Point of viewOperations & finance
Carrier invoices arrive weeks after the shipment and are paid on trust; cash-on-delivery remittances are matched by hand. Both are matching problems with clear evidence — exactly where a supervised agent earns its keep.
Point of viewOperations & finance
Road freight margin leaks in two places: the empty return leg and the costs nobody reconciles. Telematics, FASTag records and e-way bills already describe every trip — joined per consignment, they let fleet teams fix both while the truck is still on the road.
Point of viewTrade lanes & visibility
Shippers judge logistics providers by how early they hear bad news. A self-service platform and proactive alerts only work if every provider's milestones land in one governed record.
Our research informs the tools we build with logistics companies and shippers. Put the ideas to work.
Benchmark data, AI and operating-model maturity across the dimensions that separate leaders from the pack.
Take the maturity assessmentAgent squads designed for logistics and supply chain work, by domain, with autonomy levels and a named human owner.
Meet the digital workforceThe data, AI and governance layers a logistics company needs to move from pilots to production at scale.
Explore the frameworkNew perspectives on AI, data and transformation in logistics and supply chain — a few times a month, no noise.