8 freight business processes with AI agents is the list a Mexico control tower actually uses, not a demo catalog. They run end to end: from asking for capacity to paying (or holding) with evidence. Fits with the pillar AI agents for business processes.
It is the map of work your team does today across WhatsApp, GPS portals, TMS, customer service, and AP.
Why these 8 processes (not an infinite list)
Each process has four pieces. If any is missing, it is a loose task, not a process:
- A clear goal
- Systems where it happens
- Evidence it leaves
- An exception that escalates to a person
On Mexico–US the natural cycle is capacity, trip, and delivery to payment with SAT.
| # | Process | Typical KPI |
|---|---|---|
| 1 | Tendering / assignment | % cover on time |
| 2 | Load confirmation (booking) | Complete data at departure |
| 3 | GPS mirror tracking | Minutes to alert |
| 4 | Exception management | ETA / appointment recovered |
| 5 | POD / ePOD capture | % trips with evidence |
| 6 | CFDI intake | XML tied to the trip on arrival |
| 7 | Carta Porte 3.1 validation | % complements OK |
| 8 | Pre-pay audit | MXN recovered / held |
Infographic: 8-process map (PDF)
One-pager for pilot kickoff: the 8 processes on a single page, with the tower vs AP cut.
OCL CargoOperations · Agents that operate screens
8 steps of the trip: from offering freight to paying
One evidence cycle: electronic invoice (CFDI), Carta Porte, GPS, and proof of delivery. Not a status chatbot.
01
Offer the trip
Request capacity, compare replies, and lock coverage on the lane.
02
Confirm the load
Lock origin, destination, weight, and windows with clean data.
03
Track with GPS
Read carrier GPS (mirror account) and alert early—even without an API.
04
Handle exceptions
Appointment, detention, or deviation: classify impact and who acts.
05
Proof of delivery
Receiver, time, photos, and signature tied to the shipment (digital POD).
06
Receive the CFDI
Tie the XML to the trip. A PDF alone does not close accounts payable.
07
Check Carta Porte
Validate the 3.1 complement. OCL can stamp invoices and Carta Porte when in scope; also audits.
08
Audit before paying
Match rate + CFDI + GPS + POD: pay or hold.
Steps 1-5 = control tower. Steps 6-8 = accounts payable with SAT. Start with 1-2 on one lane; measure your baseline.
Takeaway · OCL Cargo
Typical OCL pilot: 6-8 weeks. Typical recovery 5-7% of freight spend when auditing 100% before paying. OCL can stamp invoices and Carta Porte.
The 8 processes, explained simply
1. Tendering / assignment
Goal: offer capacity, log the response, and build cover without lost WhatsApp threads.
- Contacts carriers under rules (lane, rate, scorecard)
- Updates the TMS and escalates if there is no unit
- Computer use matters when the carrier’s “system” is a group chat or portal, not an API
2. Load confirmation (booking)
Goal: close the booking with data that feeds the trip (appointment, unit, operator, references). Without this, tracking and Carta Porte are born broken.
- Confirms and validates minimum fields
- Leaves the file ready for the tower
3. GPS tracking with mirror account
Goal: read the carrier’s read-only portals, apply geofence, and alert in minutes. Typical computer use case: there is no single API.
- Unit idle near the DC
- Appointment at risk from ETA
4. Exception management
Goal: classify delay, appointment impact, detention, and next action. A chatbot only narrates; the agent leaves a trail for OTIF and disputes.
- Reschedule or find cover
- Notify customer service
- Update status and notify owners
5. POD / ePOD capture
Goal: tie delivery evidence (dock, app, WhatsApp, signature) to the shipment ID. Without usable POD there is no defensible delivery or safe accessorial.
- Collects, classifies, and attaches to the trip
- Does not “assume delivered” because GPS got close
6. CFDI intake
Goal: when the XML hits AP (email, portal, folder), tie it to the correct trip. If it fails, you pay blind.
- Separate pretty PDF from stamped XML
- Feed Carta Porte validation and pre-pay audit
7. Carta Porte 3.1 validation
Goal: verify the complement on the buyer side. It is not stamping. Issuance and PAC live in the how-to how to create Carta Porte 3.1.
- Locations, commodity, unit, operator, IdCCP
- OCL verifies; the carrier stamps
8. Pre-pay audit
Goal: match rate + CFDI + Carta Porte + GPS + POD and approve, hold, or dispute. This is where typical 5-7% recovery shows up.
Method: freight invoice audit.
How to choose where to start the pilot
Honest baseline
Capture hours, % invoices audited, minutes to GPS alert, MXN in dispute.
Pick 1-2 processes
If you pay blind, 6+7+8. If OTIF is chaos, and 3+4. If cover fails a 1+2.
Freeze one lane
One customer or corridor (e.g. Bajío–Laredo). Not the whole network.
Run 6-8 weeks
Measure and decide scale. Playbook: stop capturing shipments.
Elige un paso para ver el detalle
Detalle del paso · 01
300+ shipments/month
Filter 1
How OCL runs them
OCL Cargo is an autonomous TMS: agents with computer use run assignment, tracking, POD, and audit on your operation. On tax it verifies CFDI and Carta Porte; it is not a PAC. It coexists with the system of record you already have or operates as a TMS that executes.
Approach comparison: RPA vs agents that operate screens. Definition pillar: agents for business processes.
Related reading
Key takeaways5 points
- The 8 processes close the freight cycle: tendering, booking, GPS mirror, exceptions, POD, CFDI, Carta Porte, and pre-pay audit.
- A useful agent runs the process with evidence; it does not only summarize chat.
- In Mexico the differentiator is many portals + CFDI/Carta Porte 3.1 before paying.
- Prioritize by measurable ROI (hours, minutes to alert, 5-7% of freight) on a 6-8 week lane.
- OCL is an autonomous TMS with computer use; it verifies tax documents, it is not a PAC.
Frequently asked questions
Because they cover the tender to pay cycle in Mexico–US freight without diluting into generic “use cases”. They are processes with evidence, an owner, and measurable ROI.
No. Pick 1-2 on a pilot lane (6-8 weeks). Common pairs: GPS mirror tracking + pre-pay audit, or tendering + POD.
Not at the outset. The healthy pattern is to execute with computer use on CargoWise, Magaya, SAP, Oracle, GM, or Excel. OCL is an autonomous TMS: it records and executes. Pillar: computer use.
No. Process 7 is buyer-side complement validation. Stamping is the carrier via PAC. How-to: Carta Porte 3.1.
Typical pattern when leaving sampling: 5-7% of freight spend. Method: four-source audit.
Shippers and 3PLs with 300+ shipments/month on the corridor. Agent definition: business processes.
Pick one lane, 1-2 of these 8 processes, and measure hours and MXN in 6-8 weeks. That beats any “agent transformation” slide.
See the 8 processes on real shipments