AI & Automation
Freight Document Automation
Multi-agent processing of freight emails and PDFs into structured operational records.
THE CASE STUDY
Turning incoming shipment documents into operational data.
For freight and dispatch operations.
The challenge
Shipment information arrives in emails and attached PDFs. Reading those sources and entering their details into operational systems creates repetitive work between the incoming document and the dispatch record.
The approach
A multi-agent document-processing pipeline reads emails and PDFs, extracts shipment information, transforms it into structured records, and connects the output with dispatch data-entry workflows.
WORKFLOW OVERVIEW
From input to outcome.
- Read email & PDFs
- Extract details
- Create dispatch records
What it does
- Email and PDF ingestion.
- Extraction and transformation into structured shipment information.
- Integration with dispatch data-entry workflows.
Delivered in the workflow.
Capabilities and outputs.
Read incoming shipment information
Email and PDF ingestion
Transfer details into a usable structure
Shipment-field extraction and transformation
Connect documents to operations
Dispatch data-entry integration
Before
Read shipment emails and attached PDFs, identify the details, then enter them into the operations system.
With the workflow
Ingest the documents, extract and structure the shipment information, then connect it with dispatch data entry.
A closer look at the build.
Open a topic to explore the details.
01Start where the information arrives
Email and PDF ingestion meet the workflow at its existing input sources. The pipeline addresses document understanding as part of an operational process, rather than treating each document as an isolated chat attachment.
02Move from content to structured fields
Extraction is followed by transformation into shipment information that operational systems can use. That structured handoff is the important boundary between document interpretation and business-process integration.
03Connect the result to dispatch work
The workflow continues into dispatch data entry. Its practical value is the connection between incoming shipment information and the operational records used in freight work.
WORKFLOW IN PRACTICE
A typical path through the product.
An incoming email includes a shipment PDF. The pipeline reads the sources, extracts the relevant shipment details, and prepares structured information for the dispatch-entry workflow.
Built with
- Python
- Multi-agent AI
- Document processing