VISION AI for every industry
Manufacturing
Text extractor

Text Extraction for Compliance and Batch Tracking in Manufacturing

July 24, 2025

In industrial manufacturing, critical information like batch numbers, serial codes, or material grades is often printed directly on components, labels, or paperwork. These identifiers are essential for traceability, warranty claims, and safety compliance - but they’re frequently captured manually, introducing costly errors and inefficiencies.

Tiliter’s Vision AI Agents automate this process with intelligent text extraction. Using computer vision trained on real-world industrial examples, the Text Extractor Agent reads and digitises printed or engraved text from metal, plastic, or paper surfaces - even when distorted, smudged, or poorly lit.

It’s designed to handle:

  • Serial and batch codes on metal parts or casings
  • Engraved markings on pipes, tools, or heavy equipment
  • Handwritten notes on job cards or QA forms
  • Labels with multiple fonts, layouts, or languages

Use it in:

  • Assembly lines for automated part validation
  • QA stations to verify batch data before shipment
  • Maintenance workflows for quick lookup of service history

With Vision AI, there's no need for manual checks or barcode dependency. You gain instant visibility into your components - reducing human error, improving traceability, and meeting compliance requirements without slowing down production.

No integration hurdles. No retraining staff. Just real-time intelligence from every surface.