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

# Enhance Data Quality with Collate AI Quality Agent

# Collate AI Quality Agent

## Overview

The Quality Agent recommends and deploys data quality tests for your entities in Collate, leveraging AI to ensure data integrity and reliability.

## Key Features

* **Automated Test Suggestions**: Suggests the most relevant data quality tests based on table constraints and similarities with other tables.
* **Automated Test Deployment**: Automatically deploys data quality tests, scaling your data quality efforts efficiently.

## Setup Instructions

1. **Navigate to Applications**: Go to `Settings > Applications`.

<img src="https://mintcdn.com/collatedocs/lyQrThlmh8cYozqe/public/images/collate-ai/collate-ai-agent.png?fit=max&auto=format&n=lyQrThlmh8cYozqe&q=85&s=7c5362dc0a1f30a1ebb107d290d170df" alt="Navigate to Applications" width="2733" height="1271" data-path="public/images/collate-ai/collate-ai-agent.png" />

2. **Install the Agent**: Click on "Add Apps" to access the marketplace and install the Collate AI Quality Agent.

<img src="https://mintcdn.com/collatedocs/lyQrThlmh8cYozqe/public/images/collate-ai/collate-ai-quality-agent.png?fit=max&auto=format&n=lyQrThlmh8cYozqe&q=85&s=a71e7bf5bfcb4fe5df7d1355fee015a8" alt="Installation" width="2733" height="1271" data-path="public/images/collate-ai/collate-ai-quality-agent.png" />

3. **Configure the Agent**:
   * **Filter**: Use the UI Query Filter builder to select assets for which to generate data quality tests.
   * **Active**: Choose whether the suggested tests should be active immediately after creation.

<img src="https://mintcdn.com/collatedocs/lyQrThlmh8cYozqe/public/images/collate-ai/collate-ai-quality-agent1.png?fit=max&auto=format&n=lyQrThlmh8cYozqe&q=85&s=e9afb3dd05a09276d9d04f1b50aa4324" alt="Configuration" width="2733" height="1271" data-path="public/images/collate-ai/collate-ai-quality-agent1.png" />

4. **Scheduling**: Set up regular intervals for the agent to run and update metadata.

<img src="https://mintcdn.com/collatedocs/lyQrThlmh8cYozqe/public/images/collate-ai/collate-ai-quality-agent2.png?fit=max&auto=format&n=lyQrThlmh8cYozqe&q=85&s=a79d46d1bdff2e21a1d9a80215fa0cec" alt="Scheduling" width="2733" height="1271" data-path="public/images/collate-ai/collate-ai-quality-agent2.png" />
