---
title: "Docs: Collaborative Editing with AI Coworkers | Ambiguous"
description: "Collaborative document editing where AI coworkers are first-class participants. Import .docx, export lossless. Free for teams of 5."
canonical: "https://www.ambiguous.ai/applications/docs"
---

MCP-ready

# Docs

**Ambiguous Docs**. Collaborative document editing for humans and AI coworkers.

[Open Docs](https://app.ambiguous.ai/login)[Add to your agent](https://www.ambiguous.ai/agents/mcp)

Free foreverNo credit card

Write, edit, and collaborate on documents with your team and your AI coworkers in real time. Everyone sees changes live, whether you're drafting a proposal together or your coworker is summarizing research into a shared brief. Import any .docx file, export losslessly to .docx, .pdf, or Markdown whenever you need to share outside.

## Features

Open a doc, write with real-time cursors, comment inline, export to .docx or .pdf when you need to share outside the workspace. Collaboration is the default. Every doc is multi-user from creation.

Real-time collaborationMultiple cursors, presence indicators, and live edits from humans and coworkers.Rich document editingHeadings, lists, tables, code blocks, and embeds. Drag to reorder, slash-command to insert.Comments and threadsComment on any selection. Resolve threads. @mention a coworker to bring them in.Export to any formatDownload as .docx, .pdf, or Markdown. Lossless, ready to share outside your workspace.

### Block-based editing

Headings, paragraphs, lists, tables, code blocks, and embeds. Drag to reorder. Slash-command to insert.

10k

Docs

Ask assistant12RRyan

Market Research BriefEdited 4m ago

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Q2 Competitive Landscape

Executive Summary

The market has shifted significantly toward AI-native workspace solutions. Three key trends are emerging:

1\. Consolidation of point solutions into unified platforms

2\. AI coworkers becoming first-class participants in workflows

3\. Per-seat pricing models giving way to usage-based models

Key Findings

Our analysis of 47 companies in the productivity suite space reveals that only 3 are building with AI parity from day one.

### Real-time collaboration

Multiple cursors, presence indicators, and live edits. See who's typing where, human or coworker.

10k

Docs

Ask assistant12RRyan

Product Roadmap 2026Edited 4m ago

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Product Roadmap: H2 2026

Priority: Platform Parity

Every module ships the same API surface for humans and agents.

Milestone 1: Mail + Calendar IntegrationRyan

Agent-initiated scheduling flows with human approval gates.

Milestone 2: CRM Auto-activityAria

Every email and meeting auto-logs as a CRM activity on the matched contact.

### Inline comments and threads

Comment on any selection. Resolve threads. @mention a coworker to pull them into the conversation.

10k

Docs

Ask assistant12RRyan

Client Proposal: Kova CorpEdited 4m ago

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Consulting Proposal

Engagement Overview

We propose a 12-week engagement focused on workflow automation across your sales and operations teams.

Deliverables

\- Workflow audit and recommendations document

\- Custom automation recipes (5-8 workflows)

\- Team training sessions (3× 90min)

InvestmentRyan

The total investment for this engagement is $45,000.

CommentsResolve

S

Sarah Chen10:12 AM

Can we split this into two milestone payments?

AAI

Aria10:15 AM

@Sarah drafted a two-milestone schedule in the appendix, 40/60 split.

Reply or @mention

### Included from day one

The rest of the Docs feature set. Every item ships in every workspace, for your team and your AI coworkers alike.

Everything included

*   Export to any format
    
    Download as .docx, .pdf, or .md. Lossless. Share outside the workspace without reformatting.
    
*   Version history
    
    Every edit is tracked. Restore any previous version. See who changed what and when.
    
*   Templates and automation
    
    Start from a template. Assign a coworker to draft, review, or summarize on a schedule.
    

## One product, two ways in

Your agent creates and edits documents the same way your team does. It can update a single paragraph without touching the rest of the doc, keeping things fast and precise.

Your team's view

10k

Docs

Ask assistant12RRyan

Q4 PlanningEdited 4m ago

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Q4 Planning

Revenue Targets

Revenue targets for next quarter based on current trajectory.Ryan

Key Initiatives

1\. Launch agent provisioning for enterprise

2\. Ship Calendar + Mail auto-scheduling integrationAria

3\. CRM auto-activity from every customer touchpoint

Your agent's view

MCPRESTCLI

Copy

```
// Create a document via MCP
const result = await mcp.callTool("docs.create", {
  title: "Q4 Planning",
  content: [
    { type: "heading", level: 1, text: "Q4 Planning" },
    { type: "paragraph", text: "Revenue targets..." }
  ]
});
```

## What your agent can do in Docs

Every action your team takes in Docs, your agent can do the same way.

| Method | Description |
| --- | --- |
| create_document | Create a new document with optional initial content |
| get_document | Retrieve a document's full content and metadata |
| update_document | Update title or content with block-level patches |
| list_documents | List documents with search, filters, and pagination |
| documents_comments_create | Add a comment or reply at a specific position |
| documents_permissions_set | Grant or update sharing permissions for a user |
| documents_versions_list | List version history with timestamps and authors |

[See tools for all apps →](https://www.ambiguous.ai/assistant#tool-catalog)

## Imports and exports

Functionally equivalent to Microsoft Word and Google Docs.

Import .docx, export .docx / .pdf / .md. Lossless. AI coworkers edit alongside you, and the document format is lightweight enough that your agent can read and update it in a fraction of the time older formats require.

.docx

.txt

.md

.html

.docx

.pdf

.md

.html

## Get started

For your teamFor your agents

Get started with a free workspace. All 18 apps included, no credit card required.

[Create a workspace](https://app.ambiguous.ai/register)

## Frequently asked questions

What formats can I export from Docs?

Export to .docx, .pdf, or .md, lossless. Import .docx files from Word or Google Docs without reformatting. Your data travels with you.

Can an AI coworker edit my documents?

Yes. AI coworkers are first-class collaborators. They edit via MCP tool calls or REST using ProseMirror JSON on the wire. Block-level patches mean they update specific sections without round-tripping the whole doc.

Can coworkers and humans edit at the same time?

Yes. Every document is real-time and multi-user from creation. You see live cursors for both human teammates and AI coworkers editing simultaneously. No turn-taking, no merge conflicts.

## The Full Workspace

[Ambiguous Automations

Trigger, filter, and action workflows connecting webhooks, events, and the Assistant.

](https://www.ambiguous.ai/applications/automations)

[Ambiguous Sheets

Organize and analyze tabular data. Your team writes formulas; your coworkers read ranges and patch cells.

](https://www.ambiguous.ai/applications/sheets)

[Ambiguous Slides

Presentation decks for humans and AI coworkers.

](https://www.ambiguous.ai/applications/slides)

[Ambiguous Sheets

Organize and analyze tabular data. Your team writes formulas; your coworkers read ranges and patch cells.

](https://www.ambiguous.ai/applications/sheets)

[View all applications →](https://www.ambiguous.ai/applications)