Data quality tools

Dataedo

Dataedo is a metadata management & data catalog tool that helps you ensure data quality while documenting data. It is equipped with a data profiling feature, which allows you to use sample data to learn what data is stored in your data assets and if it is of good quality. It also has a data community module, which allows everyone to share their observations and feedback to data through comments, ratings, questions, to-dos, and warnings.

Commercial: Commercial
Data cleansing: No
Data Discovery & Search: Yes
Data Profiling: Yes
Data standarization: No
Free edition: No
Dataedo Web Community
Data Profiling - Dataedo Web

Global IDs Data Quality Suite

Global IDs Data Quality Suite ensures the quality of the data by establishing control points and read-only quality controls at the database level. It continuously monitors quality metrics, while it also automates control generation for critical data elements across all kinds of data sources.

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

Trillium Quality

Trillium Quality rapidly transform high-volume, disconnected data into trusted and actionable business insights with scalable enterprise data quality. It has been designed to run natively in cloud or on-premises big data environments, ensuring your business information is integrated, fit-for-purpose, and accessible across the enterprise, regardless of volume.

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

Talend Open Studio for Data Quality

Talend Open Studio for Data Quality profiles your data and provides a graphical drill-down of the details. It is a free data quality tool and provides advanced data profiling that includes fraud pattern detection using Benford Law, advanced statistics with indicator thresholds, column set analysis, advanced matching analysis, and time column correlation analysis.

Commercial: -
Data cleansing: -
Data Discovery & Search: -
Data Profiling: -
Data standarization: -
Free edition: -

SAS Data Quality

SAS Data Quality is a comprehensive tool that meets all the data quality requirements of a business. It makes it easy to profile and identify problems, preview data, and set up repeatable processes to maintain a high level of data quality.

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

Talend Data Quality

As an integral part of Talend Data Fabric, Talend Data Quality profiles, cleans, and masks data in real time. It lets you quickly identify data quality issues, discover hidden patterns, and spot anomalies through summary statistics and graphical representations.

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

Trifacta

Trifacta is an open and interactive cloud platform for data engineers and analysts to collaboratively profile, prepare, and pipeline data for analytics and machine learning. It presents automated visual representations of data based upon its content in the most compelling visual profile. In addition, every profile is completely interactive, allowing the user to simply select certain elements of the profile to prompt transformation suggestions.

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

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

Infogix Data360 DQ+

Infogix Data360 DQ+ is an enterprise data quality solution that automates data quality checks across the entire data supply chain from the time information enters your organization throughout its whole journey. You can score the likelihood of possible inaccuracies based on historical data characteristics and issue reconciliations by leveraging machine learning algorithms.

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

SAP Master Data Governance

SAP Master Data Governance improves the quality and consistency of information across your organization by consolidating and centrally governing the master data lifecycle. It empowers you to collaboratively describe, catalog, and implement rules for data quality evaluation. Initiate and schedule quality evaluations and manage evaluation results. In addition, you can overview current data quality status and KPIs. In short, it lets you define, monitor, improve data quality.

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

Qualdo

Qualdo is a single, centralized tool to measure, monitor, and improve data quality from all your cloud database management tools and data silos. It lets you deploy powerful auto-resolution algorithms to track and isolate critical data issues. Take advantage of robust reports and alerts to manage your enterprise regulatory compliance.

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

RightData

RightData is a self-service suite of applications that helps you achieve Data Quality Assurance, Data Integrity Audit and Continuous Data Quality Control with automated validation and reconciliation capabilities.

Commercial: Commercial
Data cleansing: No
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

CuriumDQM

CuriumDQM (Data Quality Management) delivers advanced process control over the firm’s data sets without the need to change any aspects of the firm’s underlying data architecture. CuriumDQM is a cost-effective way of giving Operations and Data Management teams the process and oversight they need to deliver effective data governance, as well as reduced risk and better overall confidence in the data management function.

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