Improve by outcome

Improve meaning, clarity and tone

Edit, summarize and reshape writing while keeping the facts under your control.

ImproveReview

A workflow, not a wall of tools

Move from understanding to editing, then verify that the important claims survived.

1Read the source
2Choose the outcome
3Review the changes
4Export the result

Choose the workflow you want to inspect

Working tools and provider-pending previews are labelled separately. A preview documents the intended input, result shape and review gates without claiming to perform the transformation.

Text SummarizerCreate an extractive summary in your browser, choose the length, and compare every selected sentence with the source.Working tool · available nowtext → extractive summary Article WriterPreviews an article drafting flow built around an audience brief, supplied facts and visible source placeholders.Interface preview · provider integration pendingtext + document + url → article draft

Start by choosing the source, not a buzzword

Need to understand: Keep citations, source structure and uncertainty visible.
Need to transform: Review format, rights, privacy and export constraints first.
Need to create: Define the audience, evidence and success criteria before generation.

Preparing the page

Public context is loading before any interactive tool code.