The Library · By industry

AI agents for trucking companies and fleets

What a custom agent looks like inside an asset-based carrier — the ten roles in your language, and what each plugs into in a business running McLeod, TMW or a lighter TMS alongside ELDs and a maintenance system.

last reviewed

Trucking runs on margins measured in cents per mile, which makes administrative drag unusually expensive: every hour of dispatch time, every day of delayed billing, every missed detention claim comes directly out of a thin number. The transportation management system handles loads and settlements well. What it does not handle is the paperwork around them — the proof of delivery that has to arrive before invoicing, the driver qualification file, the detention nobody claimed, and the customer asking where a truck is.

What an agent plugs into here

The honest version of "does it integrate with my software." These are the systems this industry actually runs on, and what each one means for a build.

McLeod / TMWTransportation management

The systems of record for asset-based carriers, covering orders, dispatch, settlements and billing at scale.

Rose Rocket / Truckbase / AxeleTransportation management

The lighter, more modern alternatives common in smaller fleets, with more accessible interfaces.

ELD and telematicsCompliance and tracking

Samsara, Motive or similar, holding hours of service, location and vehicle data, and generally the most integration-friendly system in the stack.

Document capturePaperwork

Bills of lading and proofs of delivery scanned from the cab, which gate invoicing and are the most common cause of billing delay.

MaintenanceAssets

Preventive maintenance schedules, DOT inspections and repair history per unit.

Driver qualification filesCompliance

Licenses, medical cards, drug testing and annual reviews, each on its own clock and each an audit finding when missed.

Load boards and customer portalsFreight sources

Where available freight and customer tenders arrive, in volume and with short decision windows.

Fuel and IFTACost and tax

Fuel card data feeding both cost per mile and quarterly fuel tax reporting.

The ten agents, in your language

Each of these is a real build, not a feature of a product you already pay for. Follow one through to see how it works in general.

The Follow-Up

Nothing you are owed gets dropped.

  • Invoices held because a proof of delivery never arrived
  • Detention and accessorial claims never submitted to the customer
  • Customers past terms while their freight continues to move

The Intake

Whatever arrives, in whatever format, becomes a clean record.

  • Customer tenders arriving by email, EDI and portal
  • Proof of delivery images from drivers needing matching to loads
  • Driver applications and qualification documents

The Drafter

Writes the recurring document from your own past work.

  • Rate confirmations and customer quotes from lane history
  • Detention and accessorial claims with the supporting evidence attached
  • Customer service responses explaining a delay

The Watcher

Knows what expires, renews or comes due — and says so first.

  • Driver medical cards, licenses and annual reviews expiring
  • Preventive maintenance and DOT inspection intervals by unit
  • Insurance and authority renewals

The Answer Desk

Answers from your own records, not from the internet.

  • "Where is my load?" — answered from telematics without dispatch stopping
  • What we have historically charged on a lane, asked while quoting
  • Driver questions about pay, settlements and routing

The Scribe

The conversation becomes the record, without anyone typing it up.

  • The customer call becomes a documented commitment against the load
  • The incident report becomes a complete record while details are fresh

The Reporter

Assembles the recurring report from systems that do not talk.

  • Revenue per mile by lane, customer and driver
  • Deadhead and utilization by unit
  • On-time performance by customer

The Reconciler

Matches two sets of records and queues only the exceptions.

  • Driver settlements against loads, deductions and advances
  • Fuel card transactions against routes and IFTA reporting
  • Customer invoices against rate confirmations and accessorials

The Connector

Two systems that do not talk, now talking.

  • The TMS and telematics, so dispatch and tracking agree
  • Document capture feeding invoicing automatically
  • Maintenance and accounting

The Gatekeeper

Applies your rules, escalates only what needs judgment.

  • Whether a load meets margin thresholds before it is accepted
  • Whether a driver is compliant and legal to dispatch
  • Rate exceptions and spot pricing against floors

Worth a conversation?

Start a conversation