Skip to main content
Prophecy provides a suite of AI capabilities to help you build data pipelines faster and more efficiently. Use AI to build pipelines, fix issues, generate documentation, and more.
- Agent: The Prophecy Agent specializes in building pipelines, adding transformations, and creating complete data workflows.
- Copilot: The Prophecy Copilot specializes in making quick fixes, suggesting expressions, and other one-click tasks.
Projects
Projects serve as your primary workspace in Prophecy for building data pipelines. They are containers that organize related data transformations, tests, and schedules in one place.
Pipelines
Pipelines are essential components in data processing workflows, enabling the automated movement and transformation of data. They define a sequence of steps that extract data from a source, process or transform it, and load it into a destination system.
Gems
Gems are visual, modular components that represent data transformation logic in Prophecy. Each gem encapsulates a specific operation—such as reading data, filtering rows, or aggregating values—and automatically generates the corresponding code in your project’s language. Gems are designed to connect together in a pipeline where data flows from one gem to the next.
Studio
All of your pipeline development happens in the Studio. The Studio is a visual interface that allows you to build your pipelines. You can add and connect gems to the canvas to build your pipeline. When you open a project in the Studio, you will see the canvas.
Fabrics
Fabrics are Prophecy-specific entities that define the execution environment for your pipelines, including SQL warehouse connections, data ingress/egress connections, and secrets. Fabrics are automatically provisioned for users on the Professional Edition.
Teams
Teams represent groups of users who collaborate on projects and share access to resources. When you create a project or a fabric, you assign it to a team. All users in that team will have access to the relevant project or fabric. 
