These docs cover the Datafold application only. They do not cover Datafold’s AI agent platform, which our team uses to deliver migrations and other data engineering projects. The platform is changing quickly, so we share its capabilities directly rather than in public docs. To learn what it can do for your project, book a demo.
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app.datafold.com or eu.datafold.com, switch to Classic in the version menu. Not sure? See Which version am I on?Key features
Data Platform Migrations
The Data Migration Agent delivers guaranteed-outcome migrations with fixed price, timeline, and data parity.
Data Diffs
Compare tables, queries, and files within one database or across databases, down to individual values.
Data Diff Monitors
Run data diffs on a schedule and get an OK or Alert verdict on every run. Manage them in the app or as code.
MCP Integration
Connect your AI coding agent to Datafold to run data diffs, query data connections, and manage monitors through natural language.
Getting started
1
Connect your data
Add a data connection for each database you want to compare.
2
Run a data diff
Create an in-database or cross-database data diff, or diff files in cloud storage.
3
Automate validation
Turn recurring checks into data diff monitors, or call Datafold from your tools through the API and MCP.
Learn more
- Connect your AI agent to Datafold via MCP
- Book a demo to see how Datafold can deliver your migration