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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.