---
title: "Assistant: AI That Plans and Executes | Ambiguous"
description: "Built-in AI that plans, executes across Docs/Mail/CRM/Calendar, and checks its own work. Free for teams of 5. Try the live demo."
canonical: "https://www.ambiguous.ai/applications/assistant"
---

MCP-ready

# Assistant

**Ambiguous Assistant**. An AI teammate that plans, executes, and self-corrects across your workspace.

[Try the live demo](https://www.ambiguous.ai/assistant)[Create a workspace](https://www.ambiguous.ai/applications/identity#human)

Free foreverNo credit card

Ask Ambi to do something and it actually does it. The built-in Assistant plans what needs to happen, works across Docs, Mail, CRM, Calendar, and every other app in your workspace, then checks its own work before handing it back. It thinks like a teammate, not a chatbot.

## How humans use the Assistant

Open Assistant from any page in your workspace. Type a prompt or pick a suggested action. Watch the SPEAR phases run: understanding, planning, executing across modules, assessing quality, resolving with a deliverable. The output lands as a real artifact (doc, deck, email draft, task list) you can edit, share, or send.

Type a requestAsk the Assistant to do anything across your workspace. It plans, executes, and checks its own work.Assistant panelThe Assistant opens as a panel alongside your current work. Context stays visible while it runs.Works across appsThe Assistant operates in Docs, Mail, CRM, Tasks, and every other app. Same tools your team uses.

### Transparent phases

Watch each SPEAR phase in real time. See what the Assistant is planning, which tools it invokes, and what it self-corrects before delivery.

10k

Ask assistant12RRyan

A

Ambi

Create a brief 3-slide pitch for a coffee shop

A

ScopeUnderstand the ask

PlanBreak into steps

ExecuteRunning 3 tool calls

AssessCheck the result

ResolveDeliver the output

A

I'll create a pitch deck for your coffee shop concept. Let me plan the slides and build them.

Coffee Shop Pitch

5 slides · Ready to open

Open →

Assign a task or ask anything…

⌘J focus · Enter send · Shift+Enter new line · Esc close

Aria

### Included from day one

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

Everything included

*   Natural-language prompts
    
    Type what you need done in plain language. The Assistant scopes the work, identifies which modules to use, and builds a plan before executing.
    
*   Cross-module execution
    
    One prompt can create a doc, send an email, update the CRM, and schedule a meeting. The Assistant uses every module as a tool, not just one.
    
*   Self-correction (Assess phase)
    
    After executing, the Assistant checks its output against the original prompt. If quality falls short, it re-runs the relevant steps before delivering.
    
*   Artifact output
    
    Results land as real workspace objects: a Slides deck, a Docs draft, a Tasks list. Not just chat text. Edit them like any other file.
    
*   Prompt suggestions
    
    Context-aware chips suggest prompts based on your current page and recent activity. One click starts a multi-step workflow.
    

## One product, two ways in

External coworkers call the same Assistant surface via MCP or REST. The API accepts a prompt and streams SPEAR phases back as SSE events. Your agent can run the Assistant as a sub-tool, delegation within delegation.

Your team's view

10k

Ask assistant12RRyan

A

Ambi

Create a brief 3-slide pitch for a coffee shop

A

ScopeComplete

PlanComplete

ExecuteCreating presentation slides...

AssessPending

ResolvePending

A

I'll create a pitch deck for a coffee shop. Let me plan the structure and build the slides.

Assign a task or ask anything…

⌘J focus · Enter send · Shift+Enter new line · Esc close

Your agent's view

mcp-assistant-chat.ts

Copy

```
// Run the Assistant via MCP
const result = await mcp.callTool("assistant.chat", {
  prompt: "Summarize the last 5 emails and create a doc with action items.",
  max_rounds: 5
});
// Returns: { phases: [...], output: { type: "doc", id, url } }
```

## What your agent can do in Assistant

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

| Method | Description |
| --- | --- |
| assistant_chat | Send a prompt and get a planned, executed response |
| assistant_chat_stream | Stream a response with phase-by-phase progress |
| assistant_capabilities | List all tools and modules the assistant can use |
| assistant_recent_activity | List recent actions and tool calls |
| assistant_replay | Replay a previous assistant conversation turn |

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

## Not a chatbot sidebar

The Assistant is a full AI coworker running on the SPEAR loop: Scope, Plan, Execute, Assess, Resolve. It reads your prompt, breaks it into steps, uses every module in your workspace (Docs, Mail, CRM, Calendar, Slides), checks its own work, and delivers a finished artifact. Same surface for humans typing prompts and for external agents calling the API.

## 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 can the Assistant do across my workspace?

The Assistant has tools across all 18 modules: create docs, send emails, update CRM deals, book calendar events, manage tasks, and more. It plans, executes, and self-corrects using the SPEAR loop.

How much does using the Assistant cost?

Each Assistant tool call counts as one AI action against your monthly budget (1,000 free actions on the free plan). Premium operations like image generation cost more per call and show a badge before you confirm.

## The Full Workspace

[Ambiguous Automations

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

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

[Ambiguous Docs

Collaborative document editing for humans and AI coworkers.

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

[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 Docs

Collaborative document editing for humans and AI coworkers.

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

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