Custom AI agent · Finance

AI Invoice Data Extraction Agent for Freight Brokers

Make carrier invoices easier to review, load by load.

Organize carrier invoices by load, extract configured charges, and compare them with rate confirmations and supporting documents your brokerage provides.

  • Capture invoice numbers, carrier details, load references, dates, and charge line items in a consistent review format.
  • Compare selected invoice amounts and charge types with the supplied rate confirmation and load documents, then flag mismatches or missing evidence.
  • Give accounts payable a clearer handoff with source documents and extracted values kept together for human review.

Starting at $300 USD/month

Starting price is $300 USD per month. Final pricing depends on document volume, integrations, field configuration, security requirements, hosting, and support. Scope and payment terms are confirmed in a written proposal.

  • Freight brokerage
  • Carrier invoices
  • Accounts payable
  • Document extraction
  • Load matching
Isometric paper-craft freight brokerage workspace with cargo truck, route map, carrier invoice, rate confirmation, and document scanner in Tranki orange and charcoal.

What is an AI invoice data extraction agent for freight brokers?

Carrier invoices arrive in different layouts and often need to be checked against the rate confirmation, load record, and supporting paperwork. This tailored AI agent reads the documents your team provides, extracts agreed fields, and organizes the results for a person to review. It is configured around your brokerage''s document types and review steps.

Configured around your freight invoice review

Invoice field extraction

Load document matching

Charge comparison

Structured AP handoff

Where it can help

Carrier invoice intake

Rate confirmation comparison

Accessorial charge review

AP queue preparation

How it works

A step-by-step workflow your team can review before launch.

Built around your business

What we configure

  • Invoice fields, carrier identifiers, load references, and charge categories.
  • Matching rules, low-confidence thresholds, and exception queues.
  • Comparison logic for rate confirmations and other approved reference documents.
  • Output format and optional integrations, subject to API access and technical review.
  • Branding, user roles, retention settings, and staged rollout by team or lane.

What we need from you

  • Representative carrier invoices and corresponding rate confirmations or load documents.
  • A field list and rules for matching invoices to loads, including exception routing.
  • Document samples covering carrier layouts, accessorials, and scan quality in the intended rollout.
  • A designated human reviewer and approval path for corrections, disputes, and payment decisions.
  • An agreed secure transfer method, retention policy, and, if needed, approved integration access.

Clear boundaries before launch

What it will not do

This customized document processing assistant does not operate as a TMS, tender or book loads, confirm delivery, approve invoices, issue payments, guarantee freight audit results, or resolve carrier disputes. Extraction can be incomplete or incorrect, especially with poor scans or unfamiliar layouts. A qualified staff member must verify source documents and approve every financial action. It only compares information supplied to the configured workflow; it does not independently verify a carrier, contract, delivery, or charge.

How success is measured

Evaluate representative invoice samples for field-level extraction accuracy, correct load association, discrepancy flag quality, exception rate, and reviewer time. Agree on targets during discovery; no accuracy or savings outcome is guaranteed before evaluation.

Frequently asked questions

What does the agent do with a carrier invoice?

It extracts configured fields, associates it with supplied load documents when matching evidence is clear, and prepares information and flagged differences for human review.

Does it automatically approve or pay invoices?

No. It does not approve invoices, authorize payment, or send funds. Authorized staff remain responsible for financial decisions and actions.

Can it compare invoices with rate confirmations?

Yes. It can compare selected fields and charges with reference files your team supplies. Differences are review flags, not an automatic ruling that a charge is valid or invalid.

Which accessorial charges can it identify?

It can be configured for clearly labeled categories such as fuel surcharge, detention, layover, or lumper. Unclear labels and low-confidence reads go to human review.

Does it replace our TMS or freight audit provider?

No. It prepares structured information for your existing process and may connect to an approved system. It is not a TMS and does not guarantee a freight audit.

How does pricing work?

Custom solutions start at $300 USD per month. The written proposal sets final scope and recurring price based on volume, integrations, configuration, hosting, and support.

How do we assess fit?

Evaluate a representative set of invoices and matching documents using agreed measures such as extraction accuracy, load association, exception handling, and reviewer time.

See how it fits your invoice workflow

Share a representative invoice and its related load documents. We will map the fields, checks, human review steps, and integration scope for a tailored proposal.

Starting at $300 USD/month

Book a consultation