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AI in Coalesce

Seamless Snowflake Cortex Integration​

Coalesce integrates natively with Snowflake Cortex, bringing machine learning capabilities directly to your data pipeline. This integration:

  • Enables SQL users to leverage ML functions without specialized expertise.
  • Facilitates rapid development through pattern-based approaches.
  • Provides access to Snowflake's fully managed AI services.
  • Streamlines the implementation of ML functionality.

Enterprise-Scale AI Operations​

Successfully deploying AI and ML models across an organization requires robust infrastructure and standardized processes. Coalesce delivers:

  • Automated pipeline development and maintenance.
  • Collaborative development environments.
  • Enterprise-grade reliability and performance.
  • Comprehensive troubleshooting capabilities.

Our automation capabilities ensure your AI initiatives can scale effectively while maintaining consistency and reliability across all data projects.

Intelligent Documentation Assistant​

Preview

This feature is currently available in a private preview and may not be accessible to all customers.

Coalesce's AI-powered documentation feature revolutionizes how teams document their data transformations. By analyzing lineage and transformation metadata, our AI automatically generates natural language descriptions for:

  • Nodes and columns within your data pipeline.
  • Git commits and changes.

This intelligent assistant significantly reduces documentation overhead while ensuring consistency and clarity across your data projects. Data stakeholders can now easily understand the business context and transformation logic without manual documentation effort.

Simplify documentation using Coalesce's AI features

Enabling Intelligent Documentation Assistant​

Organization administrators can go to Org Settings > Preferences and turn the features on or off for the whole organizations. These features are not enabled by default, reach out to your Coalesce account manager to sign up.

Coalesce AI Features settings page showing two enabled features: Node and Column Descriptions and Auto Generated Git Commit Messages. The interface displays toggle switches for each feature with explanatory text about how AI helps generate concise documentation and commit messages.

How To Use Coalesce's Intelligent Documentation Assistant​

To find AI enabled featured in Coalesce, look for the .

  • Column Descriptions - In the Node Editor, go to the Description heading.
  • Node Description - In the Node Editor, go to the Node description.
  • Git Commit - Create a Git commit and look for it in the commit message box.
Coalesce's generate with AI locations.