DataOps Tools: Key Capabilities & 5 Tools You Must Know About
DataOps, short for data operations, is an emerging discipline that focuses on improving the collaboration, integration, and automation of data processes across an organization.
As your team grows, so do your pipelines. Data pipeline monitoring connects to your data processes and pipelines to detect incidents like missing operations, failed jobs, and run durations so you can handle pipeline growth.
Most data teams don’t have the full picture of their pipeline executions. Get the benefits of data pipeline monitoring with Databand.
Monitor pipelines for early warning signals of failures or missed SLAs.
Get visibility across DAGs, data flows, and levels of infrastructure for better pipeline reliability.
Know exactly how to fix your pipelines with automatic notification management, logging, and lineage.
Understand data pipeline health. See all tasks interacting with your critical data and trace issues to the specific steps in your pipeline.
Inconsistent pipelines are hard to fix when you can’t see the bigger picture. Data pipeline monitoring tracks the full history of your pipelines’ performance, so you know the complete context to get consistent pipelines.
When a pipeline breaks, you want to know why and how to fix it as soon as possible. Databand’s data pipeline monitoring tracks metadata and logs from task executors, so you can access log and error information in one place.
Whether your pipelines run once or 100 times a day, Data pipeline monitoring makes it easy to see every pipeline and run in one view.