> ## Documentation Index
> Fetch the complete documentation index at: https://moengage.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# AI & Intelligence

> Start here for Merlin AI and MoEngage intelligence features: generate campaign content, build segments and flows from prompts, forecast user behavior, and optimize send time and channel.

MoEngage AI features fall into two groups.

**Merlin AI** is the generative layer you interact with directly. Describe what you want in plain language and get campaign copy, banners, in-app templates, audience filters, flows, or personalization code back.

**Intelligence features** are models that run inside your campaigns. They forecast what your users will do, then decide which message, channel, and time to use for each one.

<Note>
  Campaign Insights Agent, Merlin AI Segment Assist, Custom Agents, and Campaign Decisioning are Early Access features. To enable them for your workspace, contact your MoEngage Customer Success Manager (CSM) or [raise a support ticket](/docs/user-guide/contact-support/raise-a-support-ticket-through-moengage-dashboard).
</Note>

## What You Can Do

### Create with Merlin AI

<CardGroup cols={3}>
  <Card title="Write Campaign Copy" icon="pen-line" href="/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-copywriter/merlin-ai-copywriter">
    Generate push, email, in-app, and on-site copy that matches your brand tone, starting from a prompt or an existing draft.
  </Card>

  <Card title="Generate Campaign Visuals" icon="image" href="/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-designer/merlin-ai-designer">
    Turn a text description into a marketing banner, sized for email headers, social feeds, in-app popups, or push.
  </Card>

  <Card title="Design In-App Templates" icon="layout-template" href="/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-in-app-template-generator/merlin-ai-in-app-template-generator">
    Build responsive in-app templates from a prompt, including spin-the-wheel games, countdown timers, and survey forms.
  </Card>

  <Card title="Describe an Audience" icon="users" href="/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-segment-assist">
    Type the audience you want in plain English and get the matching events and attribute filters.
  </Card>

  <Card title="Build a Flow from a Prompt" icon="workflow" href="/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-flows-assist">
    Describe a journey and get a flow on the canvas with triggers, channels, delays, and exit logic already selected.
  </Card>

  <Card title="Write Personalization Logic" icon="code" href="/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-jinja-generator/merlin-ai-jinja-assistant">
    Describe the personalization rule you need and get working Jinja for your message.
  </Card>
</CardGroup>

### Predict, Decide, and Optimize

<CardGroup cols={3}>
  <Card title="Diagnose a Campaign" icon="search" href="/docs/user-guide/ai-and-intelligence/merlin-ai/campaign-insights-agent">
    Ask why a metric moved and get an answer grounded in your own workspace history rather than industry averages.
  </Card>

  <Card title="Forecast User Behavior" icon="trending-up" href="/docs/user-guide/ai-and-intelligence/predict/what-are-predictions/overview">
    Score users on how likely they are to purchase, go dormant, or uninstall, then target them by propensity bucket.
  </Card>

  <Card title="Decide per User" icon="scale" href="/docs/user-guide/decisioning/campaign-decisioning/introduction">
    Let Campaign Decisioning choose the message, channel, and timing for each user, and use a decision policy to rank which offers to display.
  </Card>

  <Card title="Surface Segments You Missed" icon="lightbulb" href="/docs/user-guide/ai-and-intelligence/proactive-insights">
    Review RFM movements and AI-generated user clusters, then act on them as a campaign or a saved segment.
  </Card>

  <Card title="Choose the Time and Channel" icon="clock" href="/docs/user-guide/ai-and-intelligence/timing/best-time-to-send">
    Let MoEngage pick each user's delivery window, preferred channel, and trigger delay instead of a fixed setting.
  </Card>

  <Card title="Test Message Variations" icon="flask-conical" href="/docs/user-guide/ai-and-intelligence/ab-testing/what-is-ab-or-multivariate-testing/overview">
    Split traffic across variations manually, or let Merlin AI shift traffic toward the winner while the campaign runs.
  </Card>
</CardGroup>

## Choose the Right Merlin AI Surface

Several Merlin AI features overlap. Which one to use depends on where you are working and how much you want the AI to handle.

* [Merlin AI Studio](/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-studio) is a standalone hub that opens from the top navigation bar. It hosts four single-purpose agents — Copywriter, Designer, Segmentation Assist, and Jinja Assist — plus a gallery of example prompts. Use it to generate an asset before you start building a campaign.
* **In-context assistants** appear inside the editor you are already using. [Flows Assist](/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-flows-assist) works on the flows canvas, and the [In-App Template Generator](/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-in-app-template-generator/merlin-ai-in-app-template-generator) works while you build an in-app message. Use these when you are mid-campaign and do not want to switch pages.
* [Custom Agents](/docs/user-guide/ai-and-intelligence/merlin-ai/custom-agents/custom-agents-overview) let you build a multi-step agent, assign it tools, and chain agents together so one delegates to others. Use this when a single-purpose generator is not enough.
* [MoEngage MCP Server](/docs/user-guide/ai-and-intelligence/merlin-ai/moengage-mcp-server) brings MoEngage into an external AI client. Use it when you would rather work from your own AI tool than from the MoEngage dashboard.

## Where to Open Each Surface

Most Merlin AI features appear inside the campaign or flow editor for the channel you are working in. These open from their own place in the dashboard:

| Surface | Where to open it |
| - | - |
| [Merlin AI Studio](/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-studio) | Top navigation bar > **Merlin AI Studio** |
| [Proactive Insights](/docs/user-guide/ai-and-intelligence/proactive-insights) | Sidebar > **Analyze** > **Proactive Insights** |
| [Campaign Insights Agent](/docs/user-guide/ai-and-intelligence/merlin-ai/campaign-insights-agent) | The campaign analytics page, when the campaign has stats for the selected time range |
| [Merlin AI Flows Assist](/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-flows-assist) | The flows canvas editor |
| [Context Hub](/docs/user-guide/ai-and-intelligence/merlin-ai/context-hub) | Settings > Account > **Context Hub** |

## Set Up, Connect, and Govern

<CardGroup cols={2}>
  <Card title="Capture Your Brand Context" icon="building-2" href="/docs/user-guide/ai-and-intelligence/merlin-ai/context-hub">
    Store your brand guidelines, voice, and business context once in Context Hub so Merlin AI can reuse them across workflows.
  </Card>

  <Card title="Work from Your Own AI Tools" icon="plug" href="/docs/user-guide/ai-and-intelligence/merlin-ai/moengage-mcp-server">
    Connect Claude or ChatGPT to your workspace to build campaigns, manage segments and flows, and pull performance data.
  </Card>

  <Card title="Improve AI Data Context" icon="database" href="/docs/user-guide/ai-and-intelligence/merlin-ai/merlin-ai-event-and-attribute-descriptions">
    Let Merlin AI describe your custom events and attributes so prompts resolve to the fields you expect.
  </Card>

  <Card title="Review Privacy and Security" icon="shield" href="/docs/user-guide/ai-and-intelligence/merlin-ai/our-approach-to-generative-ai">
    Understand how MoEngage handles your data in generative AI workflows, and which models sit behind Merlin AI.
  </Card>

  <Card title="Control Agent Permissions" icon="lock" href="/docs/user-guide/ai-and-intelligence/merlin-ai/custom-agents/custom-agents-essentials-permission-and-security">
    Review the permission scopes, data privacy protocols, and security guardrails that apply to Custom Agents.
  </Card>
</CardGroup>


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