Data Validation Strategies for Better Data Quality

It isn’t enough to have a data bank with you but what matters is whether the data will be of any good for your business. If you want to determine the quality of data, analytics can be of immense help. In this regard, data validation services can come to your rescue.

 

In order that your data quality is validated, you can opt for the following techniques-

  1. Back Verification

In this process, you can perform a back verification, which is usually an aggregate based technique wherein you match whether the original data is the same for the areas you are verifying.  For instance, if you want to match what quantities of products have been sold on a particular day, match the bill of products sold with the inventory.

 

  1. Data Certification

Using data profiling tools, you can carry out data validation upfront and then match them to the warehouse data. There are many data validation services available, and you can approach one such service provider for assistance. This is a proven and tested method which also takes into account integration of data from new sources and how it gets updated in your warehouse data too. It helps the business in the long run to a great extent.

 

  1. Workflow Management

It is best to determine the data quality while you are integrating data pertaining to workflows. It helps you identify any risks or hitches that can be detrimental to proper data management. If you are not confident about the upkeep of data and maintaining data quality, you can hire the services of many such companies that offer data entry services in India. Shop around for one that is reliable.  Find out if the services are cost effective.

 

In a nutshell, you may not find data integration to be foolproof, however, with a constant effort and if you can incorporate data quality management and data validation as part of “DNA environment” of your company, it can help you to keep track of your clientele and will also facilitate the manner in which you deal with your clients.

Submitted by

fccs
on
April 17th, 2019

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