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

# Contextual AI Demos

> Explore real-world use cases and live demos

Contextual AI's demos showcase how our platform and API components power intelligent, grounded, and secure AI experiences across industries. All of these demos are built with [Agent Composer](/quickstarts/agent-composer)—our framework for building customized agent workflows. To learn how to create and configure agents, see the [Agent Composer documentation](/quickstarts/agent-composer) and the [Introducing Agent Composer blog post](https://contextual.ai/blog/introducing-agent-composer).

<img src="https://mintcdn.com/contextualai/LQPEzEOtFRXRPa_r/images/examples-new1.png?fit=max&auto=format&n=LQPEzEOtFRXRPa_r&q=85&s=33fb46441fcfa7a64fec03289f678458" alt="Alt text" width="1348" height="570" data-path="images/examples-new1.png" />

## Overview

Each demo highlights a real-world scenario—from customer support copilots that draw on private knowledge bases to research assistants that understand context across documents and data sources. You'll see how Contextual AI unifies retrieval, reasoning, and generation to deliver answers that are accurate, explainable, and compliant.

## Live Demos

<CardGroup cols={2}>
  <Card title="Rocket Science" icon="rocket" href="https://demo.contextual.ai/propulsion-agent">
    Root cause analysis for rocket engine anomalies
  </Card>

  <Card title="Raspberry Pi Agent" icon="microchip" href="https://demo.contextual.ai/customer-engineering">
    Technical support for Raspberry Pi hardware
  </Card>

  <Card title="Material Science" icon="atom" href="https://demo.contextual.ai/material-science">
    Research assistant for materials properties and synthesis
  </Card>

  <Card title="Test Program Generation" icon="code" href="https://demo.contextual.ai/test-code-generation">
    Generate OpenTAP test programs and instrument drivers
  </Card>

  <Card title="Device Log Analysis" icon="tower-cell" href="/examples/device-log-analysis">
    Root cause analysis for device logs — overview and demos
  </Card>

  <Card title="3GPP Wireless" icon="tower-cell" href="/examples/3gpp-wireless-log-analysis">
    Root cause analysis for 3GPP LTE device logs
  </Card>

  <Card title="ATE Board Validation" icon="microchip" href="/examples/ate-log-analysis">
    Root cause analysis for ATE board validation failures
  </Card>

  <Card title="Mazda Infotainment" icon="car" href="/examples/mazda-infotainment-log-analysis">
    Root cause analysis for Mazda Connect infotainment crash logs
  </Card>

  <Card title="3GPP Spec Explorer" icon="magnifying-glass" href="https://demo.contextual.ai/3gpp-agentic-search">
    Search and reason over 3GPP specifications (Release 19 and others)
  </Card>
</CardGroup>

## Experiment with Contextual AI in Action

Some of these demos are fully interactive, while others are full-realized notebooks that allow you to explore the platform's capabilities hands-on, at the code level. Learn how developers use Contextual AI's APIs, connectors, and structured output features to build reliable AI agents that adapt to enterprise workflows.

## More Resources

For more demos and sample code, please visit the following:

* [All Demos](https://demo.contextual.ai)
* [GitHub Repos](https://github.com/ContextualAI)
* [Hugging Face](https://huggingface.co/ContextualAI)