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Collate AI Quality Agent

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Overview

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

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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.

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Setup Instructions

  1. Navigate to Applications: Go to Settings > Applications.
Navigate to Applications
  1. Install the Agent: Click on “Add Apps” to access the marketplace and install the Collate AI Quality Agent.
Installation
  1. 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.
Configuration
  1. Scheduling: Set up regular intervals for the agent to run and update metadata.
Scheduling