Data quality is under your control

If you use your data stacks to make important business decisions, then you definitely want to make sure that the data quality remains high. Masthead offers a convenient and clear tool for this. When developing it, the team focused on the most important things that a business owner wants to receive.

  1. You get a data quality monitoring tool on the scale

The algorithm uses elements of machine learning and adapts to the structure of your data. Absolutely all anomalies in all tables fall into his field of vision. Such as:

  • Values going beyond the set thresholds.
  • Formatting mismatch.
  • Difference of columns from parent.
  • Duplicate data.
  • Too many zeros.
  • Blank fields, etc.

At the same time, the algorithm performs data quality monitoring, but does not change them. You receive an anomaly notification and then decide on your own what to do about it.

  1. Speaking of alerts, data quality is monitored in real time

You choose a communication channel convenient for you. This could be email, Slack, PagerDuty, or Telegram. As soon as an anomaly is detected in data quality, you receive an alert with detailed information about the incident.

Yes, some tables are more important than others. Customize the priority of alerts the way you need it. Turn off the unnecessary to focus on what’s important.

  1. The data quality observability platform by Masthead is a flexible tool

You set thresholds, that is, the minimum and maximum values of expected values. If an out of range is detected, an alert is sent to you.

  1. In pursuit of data quality, you must also remember about their security

The algorithm proposed by Masthead uses only logs. It does not get access to the data itself or storage, so it cannot change them in any way. This approach is HIPAA-compliant.

It’s also a zero-code tool. Setup takes about 20 minutes. Incredibly handy for people with no background in programming, right?

More information about data quality monitoring with Masthead’s algorithm can be found on the company’s website. Follow the link