Power Your Documentation With AI

We’re excited to launch our Intelligent Documentation Assistant – a smarter, faster way to document your data workflows.

Maintaining clear and consistent documentation across pipelines is always a challenge. Coalesce makes it effortless by automatically generating natural language descriptions from your lineage and transformation metadata to create:

Node & Column Descriptions: Auto-generated, easy-to-understand explanations of column transformations, logic, and business context — no more manual notes or guesswork.
AI-Generated Git Commit Messages: Helpful, context-aware commit messages to keep your Git history clean, descriptive, and useful.

Benefits

How It Helps:

  • Reduce Documentation Overhead: Free up time for development while Coalesce handles the docs.

  • Maintain Consistency: Ensure standardized documentation across all data projects, teams, and environments.

  • Improve Stakeholder Clarity: Make it easier for business users and analysts to understand transformation logic.

  • Accelerate Onboarding: Help new team members ramp up faster with auto-generated, clean documentation.

How to Opt-In

AI Features not enabled by default in Coalesce. Organization admins can opt-in to the AI Documentation Assistant by going to Org Settings > Preferences and toggling AI Features.

This screenshot displays an Org Settings page with a Preferences section that includes a Parser Sample Size field for deriving mappings from JSON and XML. Below that, there is an AI Features section where users can enable or disable AI-driven functionalities such as node and column descriptions and auto-generated Git commit messages.