Insights

Perspectives on data, AI and agents, industry by industry.

69 points of view from our industry teams — filter by industry or topic, or search. Figures in each article are sourced or labelled.

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Logistics & supply chain Point of view · AI in logistics6 min read2026-09-18

Before the broker files: AI for trade documents that keeps a person in charge

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.

L1the autonomy level of the HS-classification assistant in our designs: it suggests, a licensed broker decides
Logistics & supply chain Point of view · Operations & finance5 min read2026-09-10

Empty kilometres and lost tolls: making every road trip add up

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.

4cost lines — tolls, fuel, detention and driver advances — that need to land on one trip record
Logistics & supply chain Point of view · Operations & finance5 min read2026-08-29

Checked before paid: freight audit and COD reconciliation with agents

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.

L2the highest autonomy level for any agent that touches a carrier payment in our designs
Logistics & supply chain Point of view · Governing AI5 min read2026-08-20

Filings, payments and promises: where logistics agents must stop

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.

3decisions no logistics agent makes alone in our designs: customs filings, carrier payments and customer commitments
Logistics & supply chain Point of view · Trade lanes & visibility5 min read2026-08-12

Shippers should hear about a delay first: building visibility on governed data

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.