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

# AI Services

> Add AI-powered features to your LaunchPulse apps, from assistants and summaries to smart workflows and content generation.

# AI Services

LaunchPulse helps you add AI-powered features to the software you build. Instead of starting from a blank technical setup, you can describe the AI experience you want and LaunchPulse helps turn it into part of your web app, mobile app, dashboard, workflow, or internal tool.

Use AI Services when your product needs to understand, generate, summarize, recommend, classify, or assist users inside the app.

<Info>
  AI Services are useful when you want your app to do more than store and display information — for example, answering questions, generating content, summarizing data, or helping users complete tasks faster.
</Info>

## What you can build with AI Services

<CardGroup cols={3}>
  <Card title="AI assistants">
    Add in-app assistants that answer questions, guide users, explain features, or help complete tasks.
  </Card>

  <Card title="Content generation">
    Generate messages, descriptions, captions, summaries, reports, ideas, or structured content inside your app.
  </Card>

  <Card title="Smart search">
    Help users find information faster with AI-powered search, filtering, and recommendations.
  </Card>

  <Card title="Document summaries">
    Summarize uploaded files, notes, reports, conversations, support tickets, or internal documents.
  </Card>

  <Card title="Workflow automation">
    Use AI to help classify requests, extract important details, draft responses, or move work forward.
  </Card>

  <Card title="Personalized experiences">
    Create smarter product flows that adapt to user inputs, goals, preferences, or previous activity.
  </Card>
</CardGroup>

## When to use AI Services

Use AI Services when you want your app to:

* answer user questions
* summarize long information
* generate text or ideas
* recommend next actions
* extract key details from content
* classify or organize information
* help users complete complex workflows
* make a dashboard, portal, or internal tool smarter

Choose a simpler non-AI workflow when the app only needs basic forms, tables, pages, payments, or static content.

## How AI Services work

<Steps>
  <Step title="Describe the AI feature">
    Explain what the AI should help with, who will use it, and where it should appear in the app.
  </Step>

  <Step title="Define the input">
    Tell LaunchPulse what the AI should use as context, such as user messages, uploaded documents, records, product data, or form responses.
  </Step>

  <Step title="Choose the output">
    Decide what the AI should return, such as an answer, summary, recommendation, draft, checklist, score, or structured result.
  </Step>

  <Step title="Add the feature to your app">
    LaunchPulse helps connect the AI workflow to the relevant page, dashboard, chat, form, or user journey.
  </Step>

  <Step title="Test the result">
    Try real examples, check the quality of the response, and refine the prompt or flow if needed.
  </Step>

  <Step title="Improve over time">
    Ask LaunchPulse to adjust tone, formatting, rules, edge cases, or how the AI uses app data.
  </Step>
</Steps>

## Common AI feature patterns

| Pattern     | What it does                           | Example                                                      |
| ----------- | -------------------------------------- | ------------------------------------------------------------ |
| Assistant   | Answers questions or guides users      | A support assistant inside a customer portal                 |
| Summarizer  | Turns long content into short insights | Summarizing meeting notes, tickets, or reports               |
| Generator   | Creates new content                    | Writing property descriptions, captions, emails, or app copy |
| Extractor   | Pulls structured details from text     | Extracting names, dates, prices, or requirements             |
| Recommender | Suggests next actions or items         | Recommending products, workflows, or tasks                   |
| Classifier  | Organizes information into categories  | Labeling support tickets by urgency or topic                 |

## Example use cases

<CardGroup cols={2}>
  <Card title="Customer support assistant">
    Add an AI assistant that helps customers find answers, understand your product, or submit better support requests.
  </Card>

  <Card title="Real estate content generator">
    Generate property descriptions, listing summaries, renter messages, and lead follow-up drafts.
  </Card>

  <Card title="Internal operations copilot">
    Help your team summarize updates, classify requests, draft replies, and identify next steps.
  </Card>

  <Card title="AI onboarding guide">
    Guide new users through setup by asking questions and recommending the next action.
  </Card>

  <Card title="Document analysis tool">
    Let users upload or paste content, then summarize it, extract key details, or generate action items.
  </Card>

  <Card title="AI app idea assistant">
    Help users explore product ideas, compare opportunities, and turn promising ideas into LaunchPulse builds.
  </Card>
</CardGroup>

## Example AI feature prompt

```text theme={null}
Add an AI assistant to my customer portal.

The assistant should help users:
- understand how the product works
- answer common support questions
- summarize their account activity
- suggest the next best action
- escalate unclear issues to the support team

Keep the assistant friendly, concise, and professional.
Show it as a chat widget inside the dashboard.
```