|
Data standardization
Ensuring data consistency across hundreds of thousands to millions of records is a critical quality issue, requiring a high degree of automation. Netrics can accurately and automatically identify inconsistencies across one or multiple databases and provide you with a report of our findings.
Netrics can parse and standardize typical data elements such as addresses (e.g. address line normalization, state abbreviations, and zip codes), telephone numbers, dates, and SSNs.
We can also develop data standards based on your specific business needs, and deliver custom routines to reformat and standardize additional data elements. We analyze the organization and business policies that are contributing to your data inconsistencies, and recommend policies and procedures to enforce standardization across your organization.
Data enrichment
Missing information is a serious data quality problem in many corporate databases. Often the missing data is available from one source or another, either internally or from 3rd parties. The barrier is usually the difficulty of automatically matching-up the different data sources reliably enough to be cost-effective.
Netrics consultants will work with you to identify data fields with an unacceptable number of blank or "default" values. We will then develop a process for addressing the problem, leveraging Netrics unparalleled matching technology to automate a cost-effective solution. We can recommend 3rd party data providers for standard information, or customize a solution to work your own internal databases and existing data partners.
We can help you develop a comprehensive data enrichment strategy, including assisting you to modify your business processes, or enhance your application environment to collect more complete data.
|
