Industrial barrels with printed batch numbers used for compliance tracking in manufacturing
VISION AI for every industry
Manufacturing
Text extractor

Manufacturing Text Extraction

July 24, 2025

Manufacturers rely on accurate batch numbers, serial codes, material grades and product identifiers for traceability, warranty management and regulatory compliance.

Yet this information is often captured manually from parts, labels or paperwork - creating delays, transcription errors and unnecessary labour.

Tiliter Vision Agents automate this process through image-based text extraction.

By analysing photos from cameras, mobile devices or production stations, Tiliter can read printed, engraved or handwritten text from real industrial environments in seconds.

What Tiliter Can Read

  • Serial numbers on components or casings
  • Batch and lot codes
  • Material grades and specifications
  • Engraved markings on pipes, tools or machinery
  • Handwritten notes on job cards or QA forms
  • Labels with multiple fonts, layouts or languages

Where It Can Be Used

Assembly Lines

Validate part identifiers automatically during production.

Quality Assurance Stations

Confirm batch data before goods are packed or shipped.

Maintenance Operations

Read asset IDs quickly to access service history or records.

Goods Receiving

Capture codes from incoming parts and materials.

Compliance Reporting

Digitise traceability data for audits and internal systems.

Why It Matters

Reduce Human Error

Remove manual transcription mistakes from critical identifiers.

Improve Traceability

Track components accurately across production and supply chains.

Faster Operations

Capture required data without slowing lines or staff.

Less Barcode Dependence

Read visible markings even where barcodes are absent or damaged.

Stronger Compliance

Maintain reliable records for quality and regulatory requirements.

Built for Real Manufacturing Conditions

Tiliter is designed to handle challenging surfaces and environments, including:

  • poor lighting
  • smudged print
  • curved metal surfaces
  • worn labels
  • partial visibility

Why It Matters

Every identifier contains valuable operational data.

Tiliter helps capture it instantly.