Data quality tools

BigID

BigID offers actionable data intelligence by empowering you to find, classify, catalog, profile and get context for all your data in the cloud or data-center, at-rest or in-motion, structured or unstructured at petabyte scale. It lets you identify sensitive data using hundreds of pre-built NLP, Deep Learning, and pattern classifiers.

Commercial: Commercial
Data cleansing: No
Data Discovery & Search: Yes
Data Profiling: Yes
Data standarization: No
Free edition: No

Informatica Data Quality

Informatica Data Quality ensures end-to-end support for growing data quality needs across users and data types with AI-driven automation. It uses AI-driven insights to automate the most critical tasks and streamline data discovery to increase productivity and effectiveness. It ensures the delivery of high-quality information with data standardization, validation, enrichment, de-duplication, and consolidation capabilities.

Commercial: Commercial
Data cleansing: Yes
Data Discovery & Search: Yes
Data Profiling: Yes
Data standarization: Yes
Free edition: No

Collibra Data Quality

Collibra Data Quality lets you use predictive data quality to improve trust in your data. With predictive, continuous, and self-service data quality, you can centralize and automate data quality workflows to gain better control over your organization's end-to-end data pipelines and streamline analytics processes across the enterprise.

Commercial: Commercial
Data cleansing: Yes
Data Discovery & Search: Yes
Data Profiling: No
Data standarization: No
Free edition: No

DataCleaner

DataCleaner is a premier open source data quality solution. The heart of DataCleaner is a strong data profiling engine for discovering and analyzing the quality of your data. Find the patterns, missing values, character sets, and other characteristics of your data values.

Commercial: Free
Data cleansing: Yes
Data Discovery & Search: Yes
Data Profiling: Yes
Data standarization: No
Free edition: Yes