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Data Monitors functionality is available via MCP — connect your AI assistant to Datafold and manage monitors directly from your development environment.
Datafold monitors run a data diff on a schedule:
  • Data Diff → Detect differences between any two datasets, within or across databases, and mark each run OK or Alert against your thresholds.
Data diff monitors are the only monitor type in this version of Datafold. Metric, Data Test, and Schema Change monitors are available on Datafold Classic. Monitors can also be created, run, and managed via the Datafold API or as code. If you need help creating your first few monitors or developing an overall monitoring strategy, please reach out via email (support@datafold.com) and our team of experts will be happy to assist.