The insufficient level of the data quality you use to make business decisions seriously affects your company’s success story. Even minor distortions lead to the fact that you miss opportunities, lose profits. More serious problems can easily ruin your plans. Since data has become a valuable asset, we would recommend monitoring its validity, completeness, and relevance.
So that this process does not take a lot of time and effort from your employees, Masthead created an observability platform based on the ML algorithm. Automated data quality monitoring will take care of the entire anomaly detection routine. As soon as something is out of order, you will immediately receive an alert and will be able to respond to the incident in time.
Why is Masthead Data Quality Monitoring the best idea for your business?
Would you like to be in control of all your data? With the data quality observability platform by Masthead, this is possible. The algorithm adapts to the most complex structure and monitors in real time the anomalies that appear most often:
- output of values beyond the established limits;
- empty cells;
- too many zeros;
- data duplicates;
- problems in table lineage, etc.
You get a lot of customization options. Set the thresholds as you wish. Only enable instant notifications for priority columns. Even the communication channel is chosen by you.
When it comes to data, security is just as important as quality. To comply with HIPAA requirements, the algorithm uses logs. It does not have direct access to data in cloud storage.
You will successfully cope with the use of the platform without the involvement of programmers. This is a zero-code tool that requires no installation and is set up within 20 minutes.
For more information on how you can control your data quality at minimal cost, visit the Masthead website. Follow the link https://mastheadata.com/.