Image-heavy
Phone captures and scans share one path
POD files often arrive as photos or scanned images, which is why OCR quality matters more than clean-text parsing.
Proof of delivery OCR API
Delivery workflow OCR
Turn POD documents into delivery-ready data instead of another image review queue.
Proof of delivery documents are often image-heavy, handwritten, and operationally urgent. LeapOCR helps teams extract shipment references, delivery timestamps, signatures, and notes into structured output that fits delivery and logistics workflows.
Why teams use this
Extract shipment IDs, delivery dates, receiver names, signatures, and notes from POD documents.
Handle scans, phone captures, and photo-heavy proof-of-delivery uploads.
Return structured delivery records while keeping the source readable for disputes and review.
POD request
The useful result is a delivery record that operations teams can act on quickly.
POD extraction request
{ "url": "https://example.com/pod.jpg", "file_name": "pod.jpg", "format": "structured", "instructions": "Extract delivery date, shipment reference, receiver name, and signed status."}
Why it works
Why POD workflows need dedicated OCR
Proof-of-delivery files are often closer to messy photo workflows than clean document parsing tasks.
Operational fields
Shipment references and delivery events stay explicit
The useful payload includes shipment IDs, timestamps, signed status, and notes as named fields.
Disputes
Keep the document readable for review
Markdown or a readable source view helps operations teams resolve delivery questions and disputes quickly.
What you control
What delivery teams usually extract
The key fields are the ones that help close the delivery loop in another system.
shipment
Reference
Shipment IDs and delivery references
Capture the shipment key that lets the POD tie back to the delivery record.
receiver
Party data
Receiver name and signed status
These fields usually decide whether the delivery can be marked complete or flagged for review.
timestamp
Event data
Delivery date and time
Useful POD workflows extract delivery timing as explicit fields for downstream systems.
notes
Operational text
Delivery notes and exceptions
Receiver notes, damage remarks, or special instructions can travel with the main delivery record.
Examples
Two common POD workflows
Most teams either need a delivery-ready record or a readable source document for disputes and checks.
Delivery update
Return a structured proof-of-delivery record
Useful when the POD needs to update delivery status inside a TMS or operations workflow.
POD JSON
json
{ "shipment_reference": "LOAD-44112", "delivered_at": "2026-03-18T14:42:00Z", "receiver_name": "R. James", "signed": true}
Dispute review
Keep a readable delivery document for exceptions
Useful when a team needs to inspect the document during delivery disputes or customer follow-up.
Markdown excerpt
md
# Proof of delivery- Shipment reference: LOAD-44112- Delivered at: 2026-03-18 14:42- Receiver: R. James- Signed: yes
FAQ
Questions teams ask before wiring this up
Straight answers for teams evaluating how this workflow fits into production.
Can LeapOCR extract signatures and delivery status from POD files?
It can extract the signed status, receiver fields, and delivery metadata that teams usually need for operations workflows.
Why is proof-of-delivery OCR different from normal document OCR?
Because POD files often arrive as photos or handwritten scans and need to update a live logistics workflow instead of only becoming readable text.
Can POD workflows still keep a reviewable document?
Yes. A readable page view remains useful for disputes, audits, and delivery follow-up even when structured output powers the main workflow.
Ready to test
Test a real proof-of-delivery file on a logistics-ready OCR API
Use an actual POD image or scan and check whether the result updates your delivery workflow cleanly.