Logistics & 3PL
AI that scales dispatch without scaling headcount.
We deploy into McLeod, Samsara, Project44, and FourKites. Dispatcher copilots that optimize 200+ daily routes. Communication agents that keep shippers informed without manual check-calls.
McLeod
Samsara
Project44
FourKitesThe pain pattern
Sound Familiar?
Dispatch runs through one person's head
Your best dispatcher knows every driver, every route, every shipper preference. When they're out, the operation runs at 60%. You've built a $20M business on knowledge locked in one person's head.
Check-calls consume 3–4 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 optimizing loads and routes.
Rate quoting is slow and inconsistent
Brokers quote from memory and gut feel. The same lane gets quoted differently by different people. You're leaving margin on the table or losing bids you should win.
No real-time visibility into fleet utilization
You know utilization at month-end when the P&L lands. By then, the empty miles, deadhead runs, and missed consolidation opportunities are already sunk costs.
How we deploy
How We Deploy in the Logistics & 3PL Stack.
Step 01 — Audit
Sit with your senior dispatcher. Capture the constraints — driver certs, customer windows, lane preferences.
Step 02 — Encode the Logic
Translate your dispatcher's hard-won judgment into an explicit rule set. Wire into McLeod, Samsara, or Project44.
Step 03 — Copilot Mode
AI proposes assignments. Dispatchers approve or override. Every override trains the model.
Step 04 — Autonomous on Routine
Once approval rate exceeds 90%, routine assignments auto-fire. Dispatchers handle exceptions only.
See it run on a real account
Walk through the WhatsApp, Email, and Voice agents stage by stage — uploads, knowledge map, plain-English updates, and a live test conversation. No login. No setup.
Proof point
What We Shipped for Logistics Agency.
Dispatcher copilot across 200+ daily routes
200+
daily routes
50%
planning time cut
A regional 3PL ran all dispatch through two people and a whiteboard. We built a dispatcher copilot integrated with McLeod and Samsara, cutting route planning time in half.
Starting modules
Where Most Operators in This Space Start.
Dispatcher Copilot
AI-assisted route and driver assignment
Deploy
6–8 weeks
SMS Agent
Automated check-calls and status updates
Deploy
2–3 weeks
Email Agent
Inbound email triage and response automation
Deploy
3 weeks
Getting started
Where to Start and How Long It Takes.
Logistics engagements typically start with the Dispatcher Copilot as the anchor module. Communication automation (SMS + Email) usually follows in month 2–3. You'll get a clear, itemized quote on your discovery call.
See What Moves the Most Revenue for Your Operation.
30 minutes. No pitch deck. We whiteboard your current stack and identify the highest-leverage automation.