Deployment Rules define where and how monitors apply across your data stack. Instead of manually adding individual monitors, you can set up rules that dynamically apply the right monitors based on your data source, Data Product, or specific table groups.Key Benefits:
Faster setup – Apply monitoring in bulk instead of configuring each asset manually
Better control – Adjust sensitivity and thresholds across multiple monitors at once
More flexibility – Define and manage exclusions and overrides
See Monitors overview for best practices when setting up monitors. Specifically for deployment rules, we recommend you consider:
Use exclusions to reduce noise - remove temporary tables, or datasets where fluctuations are expected.
Override sensitivity - for example, for financial data configure tighter alert thresholds to detect even small anomalies. For less important data set a looser threshold to only get alerted on significant deviations.