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

# Overview

> Discover the wide range of real-world use cases where RisingWave delivers concrete value with the list of runnable demos.

You can follow along with the instructions provided to easily test the functionalities of RisingWave using Python and the standalone version of RisingWave. All demos can be found within the [awesome-stream-processing](https://github.com/risingwavelabs/awesome-stream-processing) repository.

Try out the following runnable demos in these different industries:

## Capital markets

<CardGroup>
  <Card title="Market data enhancement and transformation" icon="magnifying-glass-chart" href="/demos/market-data-enrichment" iconType="solid">
    Transform raw market data in real-time to provide insights into market trends, asset health, and trade opportunities.
  </Card>

  <Card title="Market and trade surveillance" icon="circle-exclamation" href="/demos/market-trade-surveillance" iconType="solid">
    Detect suspicious patterns, compliance breaches, and anomalies from trading activities in real-time.
  </Card>
</CardGroup>

## E-commerce

<CardGroup>
  <Card title="Marketing campaign performance analysis" icon="comments-dollar" href="/demos/marketing-analysis" iconType="solid">
    Analyze and optimize marketing campaign performance in real-time.
  </Card>
</CardGroup>

## Sports betting

<CardGroup>
  <Card title="Risk and profit analysis in sports betting" icon="football" iconType="solid" href="/demos/sports-risk-profit-analysis">
    Manage your sports betting positions in real-time by using RisingWave to monitor exposure and risk.
  </Card>

  <Card title="User betting behavior analysis" icon="users-viewfinder" iconType="solid" href="/demos/betting-behavior-analysis">
    Identify high-risk and high-value users by analyzing and identifying trends in user betting patterns.
  </Card>
</CardGroup>

## Logistics

<CardGroup>
  <Card title="Inventory management and demand forecast" icon="boxes-stacked" iconType="solid" href="/demos/inventory-management-forecast">
    Track inventory levels and forecast demand to prevent shortages and optimize restocking schedules.
  </Card>
</CardGroup>

## RAG system

<CardGroup>
  <Card title="Building a RAG system on RisingWave" icon="searchengin" iconType="solid" href="/demos/rag-system-on-risingwave">
    Establish a RAG system with RisingWave that answers questions based on the documentation.
  </Card>
</CardGroup>