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AI agents for logistics and 3PL operations

A driver SMS agent, a customer email agent, and a dispatcher copilot that proposes load assignments, wired into McLeod, Samsara, Project44, and FourKites.

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Call it. An AI answers. That's the demo.

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The three loudest problems

  • Dispatch runs through one person's head

    Your best dispatcher knows every driver, every route, every shipper preference. When they are out, the operation runs at 60%. You have built a $20M business on knowledge locked in one person's head.

  • Check-calls eat 3 to 4 hours per dispatcher per day

    Call the driver, call the shipper, update the system, repeat. Your dispatchers spend half their day on status updates instead of loads and routes.

  • No real-time visibility into fleet utilization

    You learn utilization at month-end when the P&L lands. By then the empty miles, deadhead runs, and missed consolidation are sunk costs.

Try the scripted demo

A morning on a 3PL dispatch board

Chat. Scripted demo. Names and numbers are made up.

Pick what happens

The scripted reply closest to your words plays. To talk freely, make it live with your own key.

Make it live with your own key

What it is wired into here

McLeod
The dispatcher's rule set is wired into McLeod, and the copilot proposes assignments on the McLeod board.
Samsara
Real-time driver location from Samsara feeds the copilot and the check-call agent.
Project44
The dispatcher's rule set can be wired into Project44 instead.
FourKites
Also wired in.

Where most operators start

Dispatcher copilot

AI-assisted route and driver assignment.

Deploy 6 to 8 weeks

SMS agent

Automated check-calls and status updates.

Deploy 2 to 3 weeks

Email agent

Inbound email triage and responses.

Deploy 3 weeks

Where to start and how long it takes

Logistics engagements typically start with the dispatcher copilot as the anchor module. Communication automation, SMS and email, usually follows in months 2 to 3. You'll get a clear, itemized quote in the working session.

Deployment proof

Common questions

Where do most logistics operators start?

With the dispatcher copilot as the anchor module, live in 6 to 8 weeks. The SMS agent for check-calls (2 to 3 weeks) and the email agent for inbound triage (3 weeks) usually follow in months 2 to 3.

How long does the dispatcher copilot take?

6 to 8 weeks. We sit with your senior dispatcher and capture the constraints: driver certifications, customer windows, lane preferences. That judgment becomes an explicit rule set wired into McLeod, Samsara, or Project44. In copilot mode the AI proposes assignments, dispatchers approve or override, and every override trains the model. Once the approval rate exceeds 90%, routine assignments fire on their own and dispatchers handle exceptions only.

What is it wired into?

McLeod, Samsara, Project44, and FourKites. The copilot is wired into McLeod, Samsara, or Project44, and the check-call agent pulls real-time location from Samsara.