Freight, fleet & warehousing
Every kilometre and every square metre is an optimisation problem.
Routing, loading and dwell time are where logistics profit is won, and they are exactly the problems where a model beats a planner's heuristic. We start with the leg that costs you most.
What we usually find
The cost lines that keep showing up
Routes planned manually each morning and rarely re-optimised mid-day
Customer ETAs quoted as wide windows because nothing models actual transit
Trucks dispatched under-filled because load planning is done by eye
Customs and shipping paperwork keyed in by hand, twice
Deployments
6 things we know how to ship here
What the audit usually finds first: daily route planning: manual, single-pass, with no midday re-solve (high saving); vehicle fill rate, load plans done visually at the dock (high saving); document entry, the same shipment data keyed twice (medium saving).
Route & fleet optimisation
OptimisationSolve for real constraints (time windows, vehicle capacity, driver hours, live traffic), then re-solve when the day changes.
Fewer kilometres for the same drops
Predictive ETA
Predictive MLReplace padded delivery windows with a model trained on your own historical transit times.
Narrower, more credible windows
Warehouse vision & dock monitoring
Computer visionTrack pallet movement, detect damage on receipt, and measure dock dwell time automatically.
Damage disputes settled with evidence
Load & container planning
OptimisationPack by volume, weight distribution and drop sequence so trailers leave full and unload in order.
Higher fill rate per vehicle
Customs & shipping document AI
Document AIExtract from bills of lading, invoices and packing lists, then validate against the shipment record.
Clearance delays from typos removed
Predictive fleet maintenance
Predictive maintenanceUse telematics to service vehicles before they fail on a route instead of after.
Fewer roadside breakdowns
Telematics & GPS ingestion · TMS / WMS integration · Driver mobile app · Offline-tolerant sync
Proof
Work we have shipped on other floors
Nothing is published for this sector yet. The same engineers built these, and the audit tells you what carries over.
Other playbooks
Sectors we also work in
Operating somewhere else? The audit looks at workflows, data and cost, not at your industry code. If we don't think we can help, the first call is where we'll say so.