Wrangle data inconsistencies with data cleansing software to lower operation cost, reduce error and improve your product value. Even a fraction of bad quality data can delay more than half of corporate management decisions. A quality data cleansing program can automatically find hidden database problems, eliminate duplicates, establish standardize data formats and enrich databases for accuracy and completeness.

Consistent, reliable data quality requires proven architecture. Get customized integrations solutions for maintaining data quality on your existing applications and systems infrastructure. A good program identifies and corrects duplicates and error issues, matches for validation, standardization or geo-coding and can automatically monitor and flag potential issues daily.

1. Upgrade your data quality with a clean sweep.

2. Buy data cleansing software for your specific needs.

3. Hire professional services for data cleansing software information.

Action Steps
The best contacts and resources to help you get it done

Get standardized quality data with a data cleansing upgrade

Data cleansing solution services clean data to standardize information before merging with other systems. Automated functions like comparison, matching, deduplication, deletion and summary lists prepare data fast so it's ready for customized integrations or publication.

I recommend: DataLens Solution offers automated cleansing and standardization for faster resolution of errors and gaps, search optimization and easily translated product information for global publication options. Gladstone Computer Services develops data integrity software focused on mapping cleaned data from multiple users and legacy warehousing.

Find data cleansing software

Data cleansing application programs provide data cleansing for problem areas like matching, merging and integrating multiple databases, acquisition of new information systems and data entry from multiple sources. Basic data quality programs employ software development kits for custom application to your specific data quality and integration requirements.

I recommend: Integrated software from matchIT offers batch data cleansing for PC environments; also check out the matchIT API with the software developer toolkit for custom application duplicate detection, search/lookup and merge purge. mCorrection delivers customizable Java-based SDK and server solutions for challenging data matching environments, large data sets and query volumes for accurate integration and reliable data quality.

Work with a data cleansing software provider team

Data quality providers work within various industries for professional strategies on all kinds of data problems from incomplete records and misplaced values to poor integration and contradictory inputs. Get reliable data quality with data cleansing program services like profiling, automated cleansing and standardization as well as regular auditing with data summarization and warehousing.

I recommend: Trillium Software System offers on demand service with data standardization, cleansing and correction to repair your records in any condition or application source. SAS Data Integration provides a single environment to combine disparate data, remove inaccuracies, standardize on common values and cleanse dirty data supporting more than 20 worldwide regions with language-specific awareness.

Tips & Tactics

Helpful advice for making the most of this Guide

• •  Use data cleansing computer workstations for auto-monitoring your new quality data.
• •  Consider energy saving strategies to offset upgrade costs.
• •  Stage data cleaning projects with long term integration goals.