Observability built for Data Engineers
Databand helps data engineering teams catch data pipeline issues and trace the impact of problems on data deliveries. Databand’s platform includes an application for visualizing pipeline metadata, alert engine, and open source library for integrating with your Python, Java, Scala, or SQL data processes.
Pipeline metadata monitoring
An open, flexible system to gather all the unified metadata you need, from your scheduler, pipeline code, and data warehouse.
Monitor the timing of your tasks and pipelines from scheduled times, actual start times, completion times and more.
Get function and query-level visibility inside your pipelines, so you can drill into where errors are arising.
Access execution details, success logs, error messages, and runtime states from your data tasks, queries, and functions.
See pipeline resource consumption levels and durations from underlying cloud or compute systems.
Track data inputs and outputs, within and across your tasks and pipelines.
Monitor data schemas, data distributions, completeness, and custom metrics.
Connect in minutes
Easy to setup. Easy to use. Instant visibility.
- Gain ops metrics to zero-in on the pipelines prone to failure or causing data delays
- Access out-of-the-box data quality metrics with no code changes
- Track usage KPIs to optimize your cloud data services
- Automate alerting to Slack, Pagerduty, and custom alert targets
Use cases
Data platform teams use Databand to cover a range of activities, from big data analytics to machine learning
Monitoring analytics pipelines
- Guarantee on-time delivery of the data that powers your analytical dashboards and business intelligence report
Tracking cloud migrations
- Ensure replication processes produce consistent and reliable data
Automated data scanning
- Automate health checks on high-value data in your data lake and warehouses
Machine learning tracking and experimentation
- Monitor model performance scores, catch data drift, and capture corruptions to improve your model accuracy and prevent degradations
Start a free trial or demo
Contact us for a free trial or to see a demo of the solution in action.