V-04 / INSPECTION

Vehicle document print-quality inspection system

One pass for content consistency and print quality

A certificate passing through a machine-vision gantry under cyan inspection light

Four document types, one verification process

Four vehicle document types and inspection scope

Vehicle qualification certificateEnvironmental certificateConformity certificateFuel certificate

Compare printed content against business-system data while inspecting print quality and security features, so every document can be verified and traced.

All four document types are checked for consistency between printed content and business-system data, as well as print quality. Seals, labels and other marks are configured according to the document type and project rules.

Vehicle qualification certificate

Text OCR, format and system-data checks; print-quality inspection.

Environmental certificate

Text OCR, format and system-data checks; print-quality inspection.

Conformity certificate

Text OCR, format and system-data checks; print-quality inspection.

Fuel certificate

Text OCR, format and system-data checks; print-quality inspection.

Verify text, codes and marks item by item

Content and mark recognition

Generic vehicle certificate with seals, a security mark, QR code and barcode
  • OCR text
  • Format
  • Seal
  • Security mark
  • Document code
  • Holographic label
  • Barcode
  • QR code

Certificate-text OCR, content validation and format checks.

Recognise and inspect seals, graphical security marks, embedded document codes and holographic labels.

Read and validate barcode and QR-code content.

Print-defect categories

Content, orientation and alignment

Incorrect colour, missing content, reversed characters, blurred printing, print offset, skew and reversed certificate orientation.

Paper and printed surface

Ink loss, dirt, damage, wrinkles and ghosting.

Content, orientation and alignment

Incorrect colour, missing content, reversed characters, blurred printing, print offset, skew and reversed certificate orientation.

Paper and printed surface

Ink loss, dirt, damage, wrinkles and ghosting.

From data exchange to inspection-result feedback

From data transfer to document-ID return

  1. Data transfer

    receive certificate and business data for comparison.

  2. AI inspection

    recognise content and marks and check print quality.

  3. Result correction

    correct inspection information in the results interface.

  4. Result confirmation

    confirm the inspection result.

  5. Document-ID return

    send the document identifier back to the business system.

Data transfer: receive certificate and business data for comparison.

AI inspection: recognise content and marks and check print quality.

Result correction: correct inspection information in the results interface.

Result confirmation: confirm the inspection result.

Document-ID return: send the document identifier back to the business system.

Visible results, traceable exceptions

Result retention and exception handling

Visual results and records

Present verification results in a structured view and archive images for rapid retrieval.

Alerts and workflow feedbackAlert

Raise exceptions immediately, route them to the relevant process and track them through resolution.

Live monitoring and history

Monitor system operation in real time and support history review and traceability.

Visualise and retain results, raise exception alarms and provide feedback to business systems.

Review and trace inspection results through live monitoring and historical records.

NEXT STEP

Start by defining the operational challenge.

Share the current process, constraints and intended outcome. We will assess the smallest verifiable starting scope.

Discuss your challenge