Ring Lead Prevent is classified as a "data orchestration platform," meaning it integrates data from various sources.
Demand Tools offers a comprehensive data-cleansing solution for CRMs, featuring 13 modules designed to facilitate bulk record changes, standardize data, and identify, remove, and prevent duplicate records.
Trifecta is engineered to be user-friendly for data analysts and those lacking technical skills.
Open Refine, once called Google Refine, is a free and open-source software application aimed at cleaning, transforming, and augmenting data.
Organizations looking for a comprehensive data quality solution can utilize Win Pure Clean & Match, a specialized software suite for data cleansing and matching.
The process of data cleaning, as illustrated, involves multiple stages.
