Logistics companies should start document automation with high-volume, standardised documents that are already received digitally, such as commercial invoices and delivery notes, and automate intake, classification and field extraction first. Keep people reviewing low-confidence results and anything with regulatory consequences.
A staged approach
- Collect all documents in one intake point
- Classify document types automatically
- Extract key fields from the most common types
- Validate against shipment data
- Route exceptions to staff
- Measure accuracy and time saved
- Expand to more document types
Where people stay involved
- Customs and regulatory filings
- Documents that fail validation
- Low-confidence extractions
- Disputes and claims
Limitations and considerations
- Poor scans and handwritten documents reduce accuracy.
- Automation extracts information; it does not confirm legal validity.