How We Chose the Best Data Quality Software
Data quality software is designed to ensure business data is reliable, allowing for better decision-making. The software analyzes different sets of information and identifies incomplete and improperly formatted data. It then profiles the data based on previously set guidelines. The tool ensures businesses maintain high standards of data quality and that the data adheres to industry standards. There are numerous data quality software in the market claiming a host of features and benefits, but not all of them deliver what they promise. We've ranked the top five data quality software of 2021 based on the methodology criteria that matters most to most users, including:
Data Quality Features
We recommend software that includes a variety of features for managing data quality, including master data management, data profiling, and data deduplication. Data profiling capabilities are essential for assessing and monitoring data.
The best software has pre-built integrations for CRM systems and other tools often used together with data quality software. Seamless connectivity to multiple data sources is essential in ensuring as much data as possible is collected.
The best software comes with pre-built reports and scorecards. Detailed reports help the user measure and improve data quality.