Logistics
Freight does not wait for someone to call back.
Complexity managed. Cost compressed.
Without it: exceptions get caught by whoever happens to look, and every hour of delay compounds down the lane.
Where the hours actually go.
Logistics and transportation companies manage enormous complexity — thousands of variables, real-time constraints, and thin margins. We build AI systems that improve planning, routing, and exception management at scale.
What we take off your plate
Route optimization and dynamic dispatch systems
Exception management and carrier communication automation
Freight pricing and yield management AI
Warehouse operations optimization
Customer visibility and track-and-trace automation
AI for Logistics
What this looks like across freight brokers, carriers, and warehouse operators
The largest freight brokers and carriers are already reporting 30% productivity gains from using AI to handle the volume of quotes and load tenders that come in daily.¹ Smaller operators can capture the same leverage without the same scale.
Freight Brokers
Quote volume is the bottleneck, not deal-making — brokers lose loads to whoever responds first. The system reads inbound quote requests, checks capacity and pricing, and responds in the time it takes a competitor to open the email.
Trucking Fleets & Carriers
Dispatch, driver communication, and exception handling — a delay, a breakdown, a missed appointment — eat dispatcher time that should go to planning, not firefighting. Automated re-routing and customer notification handle the routine exceptions so dispatch only steps in for the real ones.
Warehouse & 3PL Operators
Inbound and outbound coordination and customer visibility requests are constant and repetitive. Automated status updates and exception alerts keep customers informed without a coordinator fielding the same "where's my shipment" call all day.
Questions we get every time.
Do I have to replace McLeod, Samsara, or our TMS?
No — it runs as a layer on top of the TMS or fleet management platform you already use.
Is this realistic for a smaller fleet or broker, not just an enterprise carrier?
Yes — the build is fixed-scope regardless of size (see how we work), and smaller operators often see the fastest payback since quote response time and dispatcher time are both more constrained relative to volume.
Does this replace dispatchers or brokers?
No. It handles the repetitive volume — routine quotes, status updates, standard exceptions — so your team's time goes to the calls that actually need a person.
How does this integrate with customers who track shipments themselves?
It can feed the same status and exception data into whatever visibility tools your customers already expect, rather than creating a separate system they have to check.
Sources
- 1.Kearney / Penske Logistics, "2026 State of Logistics Report" (via FleetOwner, Council of Supply Chain Management Professionals)
Tell us what's slipping. We'll tell you what to build.
A short call on your actual operation — no deck, no discovery phase, no obligation.