Implementing a Data Quality Monitoring Framework


 

I. Introduction

Data Quality is imperative to the success of any Business Intelligence solution. In today’s era, where the data is being ingested from multiple sources, the quality of the data might differ between sources. The first step to a successful reporting application implementation is to ensure that only the highest quality data makes it to the reporting tables. In order to achieve this, a Data Quality Monitoring framework should be implemented.

Some of the characteristics of the Data Quality Framework are as follows:

The Data Quality Monitoring framework should have a predefined set of rules specific to a Data