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Edit in place, keep context, and track every version

The AI document editor built for real revision work

Highlight text to edit with AI, apply changes inline, and keep every draft aligned to guidelines. Oryx gives teams an AI document editor with version control, structured review, and a full path from first draft to final publish.

Start free See the editor in action
  • Edit in place
  • Track every version
  • No credit card

Highlight text, edit inline, and keep the whole document under control.

What makes it different

Rewriting text isn’t enough.

What makes an AI document editor useful is not just that it can rewrite text. It has to work where the document already lives, keep the surrounding context intact, and help teams revise without losing standards.

  • Writer, mid-revision

    “I copied it into chat and lost the formatting.”

    Typical AI editors push users into separate chat windows, and formatting has to be rebuilt afterward.

  • Editor, revision 4

    “It followed the guideline once, then drifted.”

    Most AI tools follow instructions for a moment, then drift.

  • Reviewer, before publish

    “What changed between these versions?”

    Version tracking is hard or incomplete, so no one is sure what changed.

That is where Oryx stands apart.

Instead of sending copy into a separate chat, users can edit sections in place, review the draft against guidelines, and move forward with a clear version history. The editor is part of a larger workflow, but the editing experience stays fast and direct.

Key capabilities

Inline AI editing with version control.

Highlighted text with an instruction and the revised text applied in the document Guidelines settings with an Add guidelines form for brand voice, style rules, and approved terminology Focused inline edit with the surrounding document visible Version sidebar with timestamps and restore Guideline review panel flagging three issues in a client document, each tied to a specific guideline
How it works

From first draft to final publish.

The editor matters most because it closes the loop between draft quality and final quality.

  1. 01 Start with a draft

    Begin with your guidelines active from the first version.

  2. 02 Refine weak sections inline

    Highlight a sentence, paragraph, or section and tell AI what to change.

  3. 03 Review against guidelines

    Check whether the updated draft now meets your standards.

  4. 04 Fact-check important claims

    Validate key statements before the document goes out.

  5. 05 Publish with confidence

    Publish without losing control of the document along the way.

That means Oryx is more than an AI document editor in the narrow sense. The editing experience is one part of a workflow built for serious documents, where every revision needs to stay aligned to standards.

The Difference

Typical AI editors vs. Oryx Studio.

Typical AI editors
  • Rewrite text, but lose track of the larger document
  • Push users into separate chat windows
  • Follow instructions inconsistently across multiple revisions
  • Offer limited review structure after edits
  • Make version tracking hard or incomplete
Oryx Studio AI document editor
  • Edits text inline where the work already lives
  • Keeps surrounding context visible during revision
  • Applies changes with active guideline alignment
  • Connects editing directly to review and fact checking
  • Tracks every version so teams can iterate safely
FAQ

Common questions.

Everything you need to know about Oryx Studio.

What is an AI document editor?
An AI document editor helps users revise text inside a document instead of generating detached output in a chat. It should support rewriting, shortening, clarification, and other edits where the text already lives.
How is Oryx different from a chat-based AI editor?
Oryx keeps editing inside a structured document workflow. Users can highlight text, make changes inline, review against guidelines, fact-check claims, and track versions without losing context.
Can I highlight text and ask AI to rewrite it?
Yes. Select the text, give a clear instruction, and Oryx applies the revision directly in the document.
Does the editor support version history?
Yes. Oryx tracks versions so teams can compare changes, restore earlier drafts, and edit with more confidence.
Does the AI follow guidelines while editing?
Yes. Oryx is designed to keep AI aligned to active guidelines so revisions stay closer to your standards across the full workflow.
Start for free today

Edit documents inline without losing control

Use an AI document editor that helps teams revise faster, stay aligned to guidelines, and keep every version traceable from draft to publish.

Start free
  • Edit in place
  • Track every version
  • No credit card