Explain pipeline context
Help users understand configuration, validation results, and run errors in the current workspace.
In development
AI Copilot
Pipeline assistance, with the user in control
We are developing an AI Copilot for pipeline operations. It is not currently available as a self-serve feature, public embed, MCP server, or external agent API.
Designed to explain, draft, and hand control back to you.
Guided product experience
Draft changes for review
Suggest pipeline or SQL changes without bypassing the existing save, validation, and permission workflow.
Respect workspace access
Use the same workspace roles and server-side checks as the rest of MantrixFlow before any future release.
What you can use today
The current product supports connection testing, schema discovery, source previews, SQL transformations, the Runs view, Slack operations, and GitHub pipeline exports. Planned Copilot capabilities will be documented only after they are available in the application.
Build a pipeline with the current product.
Start with a supported database or SaaS source, including Zendesk Support, and follow the current documentation.
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