How text processing works

Case conversion, spacing cleanup, counters, encoders, decoders, and formatters process the text entered in the page with browser-side JavaScript. TextWorks does not require that text to be submitted to a TextWorks account or paid processing service.

What smart formatting means

The current smart capitalization, title, email, and report tools use deterministic formatting rules. They can adjust capitalization, spacing, punctuation, and recognizable layout patterns, but they do not perform open-ended AI rewriting or add new facts.

How image-to-text OCR works

The Image to Text tool uses the open-source Tesseract.js OCR engine. The browser loads the OCR library and selected language resources, then recognizes the uploaded image locally. TextWorks does not intentionally upload the source image to a TextWorks server.

Accuracy and limitations

Formatting results should be reviewed before publication. Proper nouns, brand capitalization, technical syntax, names, numbers, and OCR output can require manual correction. Image recognition works best with sharp, well-lit, horizontally aligned printed text.

Supported workflows

TextWorks includes case converters, sentence capitalization, word and character counters, cleanup tools, JSON and code formatters, email formatting, image-to-text OCR, and text-to-handwriting output. The tool directory lists the currently available functions.

Last reviewed

. This page is updated when the product's processing model or privacy behavior changes.