Sifflet provides an extremely clear view of our data health across all pipelines. The Monitor Coverage panel makes it easy to understand which assets are fully tested and which ones still need attention. I also appreciate the breakdown of monitor types field profiling, metrics validation, custom tests everything is neatly organized. The alerting system is fast and accurate, helping our team detect issues before they impact downstream dashboards.
Sifflet makes it incredibly easy to detect anomalies early, thanks to its automated monitoring and clean visual dashboards. The platform feels modern, fast, and intuitive even for team members who aren’t deeply technical.
Sifflet gives us full visibility into our data pipelines with minimal setup. The anomaly detection is smart and actually useful we catch issues before they affect reports. Integrations with Snowflake, dbt, and Looker were smooth, and the alert system via Slack keeps everyone updated in real time.
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