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

# Slack Agent (Beta)

> The Slack Router Agent brings BrightAgent into Slack — query your data, manage Jira tickets, search Notion, and more without leaving your workspace.

## Overview

The Slack Agent (Slack Router) lets your team interact with BrightAgent directly from Slack. Ask data questions, create Jira tickets, search Notion docs, find Google Drive files, and more — all without leaving your messaging workspace. A fast intent classifier routes each message to the right backend.

## What You Can Ask in Slack

* *"Show me our top customers by revenue"* — Routes to BrightAgent for data queries
* *"Create a Jira ticket for the data pipeline bug"* — Routes to Jira via MCP
* *"Find the doc about our onboarding process"* — Routes to Notion via MCP
* *"Search for the Q4 report in Drive"* — Routes to Google Drive via MCP
* *"What is the difference between a data lake and a warehouse?"* — Routes to general chat

## How It Works

```mermaid theme={null}
graph TD
    A[Slack Message] --> B[Intent Classifier]
    B --> C{Route by Intent}
    C -->|Data Question| D[BrightAgent Platform]
    C -->|Jira| E[Jira MCP]
    C -->|Notion| F[Notion MCP]
    C -->|Google Drive| G[GDrive MCP]
    C -->|MS Teams| H[Teams MCP]
    C -->|General| I[General Chat]
```

1. **Message arrives from Slack** — User sends a message in a connected Slack channel or DM.
2. **Intent classification** — A fast LLM classifier determines what the user needs and routes to the right backend.
3. **Backend processes the request** — Data questions go to the BrightAgent. Tool requests go to MCP-powered integrations. General questions get a direct chat response.
4. **Response sent back to Slack** — Results are formatted for Slack and posted as a reply.

## Supported Integrations

<CardGroup cols={2}>
  <Card title="BrightAgent Platform" icon="robot">
    Full data platform access — query data, run analysis, generate visualizations, check data quality — all from Slack.
  </Card>

  <Card title="Jira" icon="list-check">
    Create tickets, check sprint status, view your issues, and manage project tracking via MCP.
  </Card>

  <Card title="Notion" icon="file-lines">
    Search pages, create documents, and browse your team's wiki and knowledge base via MCP.
  </Card>

  <Card title="Google Drive" icon="google-drive">
    Find files, list folders, and access shared documents via MCP.
  </Card>
</CardGroup>

## Architecture

* **Intent Classifier** — Uses Claude Haiku for fast (\~130ms) intent classification.
* **MCP Tool Execution** — Uses the ReAct pattern for multi-step tool calls against external services.
* **General Chat** — Powered by Amazon Bedrock Nova for quick conversational responses.
* **Workspace Mapping** — Each Slack workspace maps to a Brighthive workspace for proper authentication and data isolation.