Observability for your data processes
From production jobs to data science notebooks.
Databand tracks your pipeline execution metadata, so you can evaluate changes in runtimes, code, data, and critical business KPIs. Helping you zero-in on problems, notify team members about disruptions, and maintain a system of record for pipeline metadata.
Databand tracks granular pipeline metadata, from task statuses to data quality metrics.
Make your pipelines fully tracked and observable across your suite of tools.
How it works
Easy to setup. Easy to use. Instant visibility & control.
1. Connect your pipelines
Databand can track metadata directly from your orchestrator, runtime environment, and pipeline code. Instantly gain visibility into your metadata with minimal changes to existing projects.
2. Track your metadata
As your processes run, Databand tracks metadata about task runtimes, metrics, resources, and data sets. Metadata is reported to Databand’s tracking database, and made accessible through the Databand’s user interface, or users can access tracking data directly through our API.
3. Streamline your data engineering
Databand enables you to create alerts on your pipeline metadata, on everything from batch process durations running for excessive periods of time to data quality metrics, like columns dropped or significant schema changes. Compare runs on an application, data, and system level to isolate where errors are coming from.