Written against questions people actually asked, not topics we liked.

Every piece below answers a query we put to ChatGPT, Claude, Gemini, Google AI Overviews and Perplexity, and each one argues with the answer those engines currently give. The evidence is 10 US freight documents we read end to end and can hand you the URL for, rather than a summary of what other sites say about them.

Free to read, free to quote with attribution. If a figure here is wrong, write and we will correct it in the open.

Five to start with
  1. 01

    What intelligent document processing misses

    Extraction reads what is on the page. In freight the fields that decide who pays are the blank ones, so capture has to come first.

    The question: How to automate freight document processing (BOL, POD, invoices) with AI

    What it is up against: OCR vendors and content sites: veryfi, ardem, super.ai, affinda.

    Evidence: Five detention eligibility conditions quoted from executed contracts, each with a page number and a live source URL.

  2. 02

    What a bill of lading must contain

    A template offering a hazmat tick box and nothing else produces a shipping paper that does not comply with 49 CFR 172.

    The question: Best free bill of lading template generator

    What it is up against: Template sites: template.net, Warp, incodocs, trulos, billoflading.org.

    Evidence: Sixteen elements with the regulation or standard behind each, and a two-minute test for any template.

  3. 03

    Who each AI freight vendor actually sells to

    The question that removes most options is not which is best but which one sells to an operation your size.

    The question: What are the best AI agents for freight brokers?

    What it is up against: The most contested query of the set: eight brands share the answers.

    Evidence: Sixteen vendors checked against their own published material. Four publish a price.

  4. 04

    What automating the check call does not fix

    A voice agent collects a spoken status. The contracts pay detention on a signed time, which is not the same thing.

    The question: How do I automate carrier check calls with AI?

    What it is up against: Voice agent vendors and tracking platforms: lunapath, Chain, FleetWorks.

    Evidence: The same four contract conditions, set against whether a phone call satisfies any of them. None do.

  5. 05

    The second lever a small brokerage has

    Doing more loads is one lever. Collecting what you already billed is the other, and it needs no extra headcount either.

    The question: How can a small freight broker use AI to do more loads without hiring?

    What it is up against: Broker automation vendors: Parade, Drumkit, FleetWorks, Transflo.

    Evidence: ATRI: 94.5% of fleets bill for detention and are paid on fewer than half of those invoices.

By topic

Everything we have published, by topic.

25 pieces across 12 topics. Each topic has its own page with every piece filed under it.

The corpus

The documents everything here is built on.

Each of these was downloaded and read end to end rather than summarised second hand, and each can be fetched again today. We keep the retrieval date beside every one, because a citation nobody can follow is worth nothing — and we learned that the expensive way, having published two quotations from a document that quietly went offline.

Freight documents read for this research
Published byWhat it isRetrieved
Leonard's Express executed rate confirmation, order 2453170 2026-09-25
Campbell's motor carrier accessorial exhibit, Exhibit 2, Accessorial Charges and Fuel Recovery 2026-09-25
Saia LTL Freight uniform straight bill of lading 2026-09-25
Estes Express Lines bill of lading 2026-09-25
YRC Freight straight bill of lading, OP-097 09/21 2026-09-25
ArcBest master bill of lading, December 2023 fillable 2026-09-25
NTS Logistics GS1/VICS standard bill of lading 2026-09-25
Landstar published tariff, LAND 100-A, March 2020 2026-09-25
TQL executed rate confirmation, PO 23197637, filed in FMCSA docket 2016-0102 2026-10-15
TQL executed rate confirmation, PO 23766750, filed in FMCSA docket 2016-0102 2026-10-15
All 10 resolve today. One more was lost and is named in our source rather than quietly dropped. Quoted, never paraphrased
What we do with it

The work this research points at is the work we automate.

Every piece above lands on the same finding from a different direction: the field that decides who pays is usually the one nobody recorded. That is what the agents are for. They read the documents that arrive, capture the times and exceptions no document holds, and match each invoice line to the thing that proves it before it goes out.

Tell us what it costs you