Logistics and manufacturing reward optimization, vision, and document automation, agent-shaped problems with hard ROI. We build the routing, quality, and back-office layer for operators who move and make things in and through the region.
Freight, warehousing, manufacturing, procurement, and the physical movement of goods. Within this space, the engagements below map a real buyer problem to what we build and the capabilities it draws on.
Each card starts with a sentence a buyer would actually say, then lays out the engagement and the capability bays behind it. Cards marked Proven cite work we've delivered; the rest are sample engagements shaped by the same capability.
Load matching and multi-stop routing done manually leaves money and miles on the table. We build agents that match loads, optimize routes within hours-of-service rules, and manage detention disputes.
Cross-border paperwork is error-prone and slow. We build agents that classify HS codes, calculate tariffs, screen against sanctions and denied-party lists, and prepare documentation, clearing shipments faster.
Manual inspection is slow and inconsistent. We build computer-vision agents that detect defects on the line, catch foreign objects, and document quality in real time.
Procurement is buried in supplier outreach and RFP evaluation. We build agents that draft RFPs, evaluate supplier responses, score supplier risk, and support negotiation.
Warehouse efficiency lives in slotting, pick paths, and replenishment timing. We build agents that optimize all three and coordinate yard management, squeezing throughput from the same footprint.
Unplanned downtime is the most expensive event on a factory floor. We build agents that detect sensor anomalies, predict tool wear, and schedule maintenance before failure.
Every engagement above is assembled from these. The same bays power our work in every other industry, which is why operating capability compounds across markets rather than starting over each time.
These engagements are illustrative applications of our operations and document-understanding capabilities to logistics and manufacturing problems.
Tell us where the hours go. We'll show you which of these we'd build first, and whether you'd own it or we'd run it.