This platform applies language models trained on millions of journal articles to provide corrections and stylistic suggestions specifically calibrated for academic prose. It surfaces fine-grained language feedback that targets common issues for non-native and native authors alike.

A suite of lightweight widgets helps with tasks like making sentences more formal, paraphrasing at multiple levels, generating titles and abstracts, and producing LaTeX code for Overleaf. Integrations include a Word add-in, Overleaf support, and an upload-based Revise workflow with track changes.

The service emphasizes speed and security, using encrypted connections and stating that user texts are not stored or used for model training. It is offered to students, researchers, institutions and publishers and includes options for departmental or institutional licensing.