AI in trucking: what's actually in use, what's a pilot, and what's only claimed

Every trucking software company now says it uses AI. Some of it is real and useful. Some of it is a new label on features that existed years ago. And some of it is a promise about the future. For a small fleet deciding where to spend money, it helps to sort them.

How we tag: In use means the technology is commercially available and fleets use it today. Pilot means limited deployment, specific lanes or early commercial service. Claimed means vendors market it, but we found no independent evidence of results. We name a source where one exists, and we don't invent percentages.

The use-case roster

• IN USE

  Video safety with event detection

  Cameras flag events like hard braking or phone use for coaching. Effect on crashes is being studied by ATRI.

• IN USE

  Document capture

  Driver apps read bills of lading and receipts into the load record. Widely sold; time saved depends on your process.

• PILOT

  Driverless trucks on set lanes

  Commercial driverless service announced on Dallas to Houston in May 2025.

• CLAIMED

  Load and rate suggestions

  Software ranks loads or predicts rates. Useful as a starting point; no independent results we could find.

• CLAIMED

  Route and fuel optimization

  Suggests routes and fuel stops. Results depend on data quality and drivers following it.

• CLAIMED

  Automated booking agents

  Tools that book loads without a person. Early; brokers and carriers still negotiate most freight by phone.

The evidence table

What a small fleet should try first

Video safety, with a policy. If you're adding cameras, the AI event detection is what makes footage usable without someone watching hours of video. But the evidence on driver acceptance says the policy matters as much as the tool. See driver-facing cameras.

Document capture. If invoices wait on scanned paperwork, a driver app that reads bills of lading and receipts into the load record can speed billing. Measure days from delivery to invoice before and after.

Planning suggestions, as suggestions. Load and rate tools can save search time. Treat their output as a starting point, check it against your own cost per mile, and keep negotiating.

What to be careful about

• Percentages without sources. "Cut empty miles by X%" claims rarely name a study. Ask for the method and the fleet size.
• Black-box decisions. If a tool recommends a load or a rate, you should be able to see why.
• Data ownership. Read what the vendor does with your load and driver data.
• Driver trust. Tools that monitor drivers without explanation cost you drivers.
• Lock-in. Prefer tools that export your data and work with your TMS.

The rules don't change because a tool is smart

No software moves your compliance duties to the vendor. Drivers still need qualified files, hours of service still apply and most drivers still log on an ELD 49 CFR 395.8Electronic logging devicesDrivers who must keep records of duty status use an ELD, with exceptions (8 or fewer log days in 30, pre-2000 engines, driveaway-towaway)49 CFR 395.8: carriers must require drivers to record duty status, and must install and require use of an ELD, except for drivers required to keep records on 8 or fewer days in any 30-day period, drivers in driveaway-towaway operations, and drivers of vehicles manufactured before model year 2000. Tampering with an ELD is prohibited.49 CFR 395.8Checked Oct 2026Close, and the carrier is still responsible for inspections and records. If a planning tool suggests a load a driver can't legally deliver on time, the violation is yours, not the software's. Check every suggestion against hours, equipment and the driver's home-time rule.

Questions to ask any AI vendor

• What exactly does the AI do, and what does a person still do?
• What data is it trained on, and does it use my data to train it for others?
• Can I see why it made a recommendation?
• What results have fleets my size measured, and can I talk to one?
• What happens to my data if I cancel?
• What does it cost per truck, and is there a contract term?

A vendor who can't answer these clearly is selling a label, not a tool.

When brokers use automation

Some brokers use automated pricing and tendering. For carriers, that can mean faster offers and posted rates that move quickly. It doesn't change the basics: know your floor rate per truck, answer fast, and negotiate when the offer is below what the load is worth to you. Relationships with the people at those brokers still matter for repeat freight.

Driverless trucks and small fleets

Driverless trucks are real on a few highway lanes, and they'll get attention. For a small fleet, the near-term effect is limited: early service is on specific long highway routes between terminals, and most freight still starts and ends at docks, yards and job sites that need drivers. Watch named company announcements and federal and state rules, rather than predictions about dates.

A simple adoption order for small fleets

1. Paperwork first. Document capture and digital proof of delivery speed billing, and cash, with little risk.
2. Safety video second, with a written policy and coaching plan.
3. Planning tools third, as suggestions you check against your costs and drivers' hours.
4. Everything else only after the first three are measured and working.

One tool at a time keeps the cost and the change manageable, and makes it clear which tool caused which result.

How to test an AI tool

1. Pick one problem you can measure: days to invoice, empty miles, time spent searching boards.
2. Measure it for a month before the tool.
3. Run a trial with real loads and real drivers.
4. Measure the same thing after.
5. Keep it only if the number moved by enough to cover the cost.

EXAMPLE A three-truck carrier tries document capture in its driver app for a month. Before, invoices went out an average of four days after delivery; with drivers scanning bills of lading at delivery, invoices go out the next day. The carrier keeps the feature. It also tries a load-ranking tool for a month, finds it suggests the same loads the owner was already booking, and cancels it.

Where AI earns its place in a small fleet

AI tools sit inside the systems covered in truck fleet management and the software choices in trucking dispatch software. If you want an outside review of what to adopt, a trucking consultant can help. To compare the cost of tools and your own hours with outsourced dispatch, use the dispatch ROI calculator, and see small fleet dispatch for how our desk works.

Our view: use AI where it saves measurable time, mostly paperwork and safety video. Be skeptical of anything that claims to replace judgment, and keep a person on the phone with brokers.