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

# Welcome to Radical Whale

> The powerful platform for AI-driven data processing and workflow automation

## What is Radical Whale?

Radical Whale is an AI-powered platform for working with structured data and intelligent agents, combining flexible data tables with AI-driven automation, analysis, and rich documentation.

## Key Features

<CardGroup cols={2}>
  <Card title="AI Agents" icon="robot" href="/concepts/agents">
    Deploy intelligent agents with custom models, prompts, and tool access to
    process your data automatically.
  </Card>

  <Card title="Intelligent Datasets" icon="database" href="/concepts/datasets">
    Import, organize, and manage data with AI-powered processing for each cell
    and column.
  </Card>

  <Card title="Custom Tools" icon="wrench" href="/concepts/tools">
    Create API tools and connect MCP servers to extend agent capabilities and
    integrate with external services.
  </Card>

  <Card title="Rich Pages" icon="file-text" href="/concepts/pages">
    Create AI-powered documentation with workspace and record-level pages.
  </Card>
</CardGroup>

## How It Works

Radical Whale operates on five core concepts that work together:

### 1. Workspaces

Your team's dedicated environment where all resources are organized. Each workspace has its own datasets, agents, tools, pages, and team members with specific roles and permissions.

### 2. Datasets

Structured data tables with intelligent columns. Import CSV files, define column types and AI processing instructions, and let agents enrich your data automatically.

### 3. Agents

AI-powered assistants configured with specific models (GPT-4o, Claude), system prompts, and access to tools. Agents process dataset columns and power interactive chat conversations.

### 4. Tools

Custom integrations that extend agent capabilities. Create API tools for REST endpoints or connect MCP servers for dynamic tool discovery.

### 5. Pages

Rich documentation with AI content generation. Create workspace pages for team knowledge or record pages for contextual analysis with page context for consistent output.

## Getting Started

<CardGroup cols={2}>
  <Card title="Quick Start" icon="rocket" href="/quickstart">
    Get up and running with Radical Whale in just a few minutes.
  </Card>

  <Card title="Create Your First Workspace" icon="plus" href="/guides/workspaces/creating-workspaces">
    Set up your team workspace and invite collaborators.
  </Card>

  <Card title="Import Your Data" icon="upload" href="/guides/datasets/importing-data">
    Learn how to import and structure your data for AI processing.
  </Card>

  <Card title="Build AI Agents" icon="brain" href="/guides/agents/creating-agents">
    Create intelligent agents to process and enrich your data.
  </Card>
</CardGroup>

## Use Cases

**Business Intelligence**: Research companies, enrich contact lists, analyze competitive landscapes, track funding and market trends.

**Data Enrichment**: Enhance datasets with AI-powered research, validation, and cross-referencing from multiple sources.

**Content Creation**: Generate documentation, reports, and analysis with AI assistance and consistent style through page context.

**Research Automation**: Gather and synthesize information automatically with agents that use web search and API tools.

**Knowledge Management**: Build team wikis, project documentation, and research libraries with AI-powered pages.

## Need Help?

<CardGroup cols={3}>
  <Card title="Core Concepts" icon="book" href="/concepts/workspaces">
    Understand workspaces, datasets, agents, tools, and pages.
  </Card>

  <Card title="User Guides" icon="rocket" href="/guides/workspaces/creating-workspaces">
    Step-by-step tutorials for all platform features.
  </Card>

  <Card title="Support" icon="life-ring" href="mailto:support@radicalwhale.com">
    Get help from our support team.
  </Card>
</CardGroup>