Data observability tools for Couch DB

Data observability tools help the company track and understand the state of its data at any given time and provide it with full insight into their data pipelines. They also allow them to identify, monitor and troubleshoot errors in order to minimize data issues and improve high data quality.

Dynatrace

Being named a leader among products in Database Monitoring Software, Dynatrace database observability helps you track and measure your database metrics in real-time to optimize application performance. It monitors and analyzes the database activity of your services, providing you with observability down to individual SQL and NoSQL statements.

Data Lineage: No
Data Monitoring: Yes
Data Profiling: Yes
Export: CSV,MS Excel,PDF,SVG
Free edition: No
Machine Learning: Yes
Notifications: Yes
Schema Change Tracking: Yes

Elastic Observability

Elastic Observability transforms your data into actionable observability. It is built on the proven ELK Stack to converge metrics, logs, and traces, delivering unified visibility and actionable insights. With Elastic Observability, you can easily ingest metrics, logs, and traces quickly and easily from applications and infrastructure hosted in a data center or on cloud providers.

Data Lineage: No
Data Monitoring: Yes
Data Profiling: Yes
Export: CSV,PDF
Free edition: No
Machine Learning: Yes
Notifications: Yes
Schema Change Tracking: No

Data observability tools help the company track and understand the state of its data at any given time and provide it with full insight into their data pipelines. They also allow them to identify, monitor and troubleshoot errors in order to minimize data issues and improve high data quality.

By monitoring data across multi-layered IT architecture, data observability tools enable identifying bottlenecks and data issues no matter where they originate. Thanks to new insights into how the data is moving through your IT infrastructure, it's possible to improve identification and resolution of the errors and search for the issues that could potentially be missed.

To help you select the best solution for monitoring the data health in your company, we've prepared a list of data observability tools that will enable your team to understand your data systems to fix and prevent data problems.