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Extract printed text from images with high accuracy - using a Vision Agent

The Text Extractor Agent converts printed text in images into structured, machine-readable content. Whether it's label text, serial numbers, safety markings, or instructions on equipment, this agent provides reliable OCR that works across languages, fonts, and non-standard layouts.

Vision AI for real-world results

Apply the Text Extractor Agent across a wide range of industries to automate text capture, reduce manual transcription, and improve data accuracy from visual sources:

Read product and equipment labels

Extract printed information like model numbers, expiry dates, and serials from machinery, packaging, or components.

Process operational documents

Capture text from checklists, delivery dockets, or handover sheets — even when photographed in low-light conditions.

Track assets where barcodes or RFID don't apply

Identify and log equipment using visible printed markings — without relying on barcodes or RFID. Ideal for rugged, remote, or mixed-asset sites.

Support multilingual and unstructured inputs

Extract and process printed text in multiple languages or non-standard formats — from receipts and labels to inspection markings and signage.

Text extractor agent

The agent detects and extracts printed text from images - including serial numbers, labels, signs, and markings - even in angled, low-light, or cluttered conditions.

You simply provide an image - from a mobile device, field camera, or uploaded photo - and receive structured output, including:

  • Extracted text blocks
  • Bounding box coordinates per line or region
  • Confidence score per detection
  • Detected language (optional)

No templates, region pre-selection, or manual tagging required - the agent works across fonts, languages, and layouts automatically.

Use cases powered by this Agent

Explore real-world examples using the Text Extractor Agent to capture printed or handwritten text from images, reduce manual entry, and improve data quality across workflows.

Wine Vintage Recognition

Identify vintages and label variants visually to prevent mispricing and fulfilment errors.

Manufacturing Text Extraction

Read serial numbers, batch codes and labels automatically for traceability and compliance.