OpenMetadata/openmetadata-docs/content/v1.8.x-SNAPSHOT/collate-ai/quality-agent.md

title	slug	collate
Enhance Data Quality with Collate AI Quality Agent	/collateai/quality-agent	true

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.

{% image src="/images/v1.8/collate-ai/collate-ai-agent.png" alt="Navigate to Applications" caption="Navigate to Applications" /%}

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

{% image src="/images/v1.8/collate-ai/collate-ai-quality-agent.png" alt="Installation" caption="Installation" /%}

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.

{% image src="/images/v1.8/collate-ai/collate-ai-quality-agent1.png" alt="Configuration" caption="Configuration" /%}

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

{% image src="/images/v1.8/collate-ai/collate-ai-quality-agent2.png" alt="Scheduling" caption="Scheduling" /%}