Good data quality is critical for any organization that relies on data to make decisions. After all, if the data is wrong, the decisions will be wrong too. That’s why it’s important to have a way to track data quality and ensure that the data is accurate and reliable. However, many organizations don’t have a good system for doing this. That’s where extensible data observability comes in.
Extensible data observability is a system that allows you to track the quality of your data over time. This system is composed of three main components:
- Data Quality Monitoring: This component monitors the quality of your data on an ongoing basis. It looks for issues such as incorrect values, missing values, out-of-date values, etc.
- Data Quality Reporting: This component produces reports that show the results of the data quality monitoring process. These reports can be used to identify trends and problems with the data.
- Data Quality Improvement: This component helps you fix problems with your data so that you can improve the overall quality of your data.
Why You Need Data Quality Monitoring
Organizations rely on data to make decisions every day. In fact, some organizations make decisions based on data that is nearly real-time. This means that if the data is wrong, those decisions could be wrong too. That’s why it’s important to have a way to track data quality and ensure that the information being used is accurate and reliable.
Data quality monitoring can help you do this by providing visibility into the accuracy and completeness of your data. This visibility can be used to identify errors and issues with the data so that they can be fixed before they cause problems. Additionally,data quality monitoring can help you identify trends in your data so that you can prevent problems from happening in the first place.
In short,data quality monitoring is an essential part of any organization that relies on data to make decisions. By tracking the quality of your data over time, you can ensure that your information is accurate and reliable so that you can make better decisions for your business. https://dqo.ai/