Data Cleansing Services from SAPMD
If you run into problems and inconsistencies with your data during the verification process, the next thing will be to run data cleansing. SAPMD offers professional data cleansing services that will help you ensure that all the data you have is correct, consistent, and usable.
When You Need Data Cleansing Services
The goal of data cleansing is to improve data quality and usability. We do it by correcting errors captured during the data validation process before transferring it to a target database, ERP system, or data warehouse. However, performing the data cleansing process may be unrealistic and time and resource consuming. It depends on the amount of data and the number of issues identified.
Depending on the data source, the data cleansing can be performed in the source systems or databases. Also, we can do it in staging areas (database, cloud, Excel file, etc.), which will depend on your data migration process.
Our consultants have the right tools, knowledge, and data cleansing techniques. Thus, they will help you perform mass data changes in no time and at a lower cost. As a result, you will get data of the highest quality.
Data Cleansing Process and Steps
The data cleansing strategy, just like any process in data management, is a set of techniques. To get the best result, you should follow them precisely. There are 3 steps in the process.
Define the rules and Validate your data
Data validation should be automated and ongoing. With Data Validation Workbench, you can run the process on demand. This will help you identify the issues and start the data cleansing process.
Identify Data Cleansing Procedures
Your data should be accurate, complete, consistent, relevant, valid, and uniform. For each problem with data, you should define a rule to fix it. We can deal with some issues manually and automate where it is possible.
Perform cleansing and re-validate
Having identified the problems and the rules, you can start with the manual data fixing and data enrichment procedures. When possible, use special automatic data cleansing tools. Then, re-validate the data to make sure every issue is resolved.
Best Data Cleansing Services
To free up time and resources consumed by the data cleansing process, you can use our Data Validation Workbench. This is our user-friendly app that can help you run validations and automate data cleansing.
You can also get help from our team of professional consultants. They know all the data cleansing tools and techniques to clean your data regardless of its source.
