Data is the lifeblood of today’s businesses. It’s what organizations use to make decisions, plan for the future, and track their progress. But if that data is inaccurate, incomplete or inconsistent, it can have disastrous consequences. That’s why companies need data quality solutions to profile, cleanse, and standardize data in their systems.
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For companies that are looking for a strong data quality portfolio, Talend offers solutions that may fit well. Learn more about them Talend data quality solution in this comprehensive review.
What is Talend Data Quality?
Talend Data Quality is one of the most popular solutions for business data quality purposes. It offers a wide range of data profiling, cleaning, standardization, matching and deduplication functions. The solution is part of the larger Talend Data Fabric product, with a suite of solutions that also includes data integration, data integrity and governance, and application and API integration services.
Key features of Talend Data Quality
Real-time data profiling, cleaning and masking
Talend Data Quality is a powerful data quality management tool that uses machine learning to automatically profile data in real time. The machine learning algorithm examines the data as it flows through your systems and identifies anomalies that indicate the need for data cleansing or masking. Talend’s machine learning algorithm also makes recommendations for addressing data quality issues, such as identifying invalid or duplicate records.
In addition, the tool uses deduplication, validation, and standardization with machine learning to clean up incoming data so business analysts can focus on other core business tasks.
This feature ensures that data is of the highest quality, and Talend’s recommendations help you address any data quality issues.
The self-service interface is convenient for both business and technical users, promoting enterprise-wide collaboration on data quality initiatives. In addition, the intuitive interface makes it easy to create, execute and share data quality projects. Business users can easily create and run data quality projects using the self-service interface, while technical users can use other Talend Data Fabric tools to develop more advanced data quality tasks.
Summary statistics and visualizations
Talend Data Quality provides summary statistics and visualizations to give users insight into the data quality in their systems. Summary statistics give users a quick overview of the data, while visualizations provide more detailed information about specific data quality issues. Talend’s summary statistics and visualizations make it easy to identify areas where data quality needs improvement.
Talend trust score
The Talend Trust Score is a proprietary metric that measures the overall reliability of data. The score is based on a number of factors, including completeness, accuracy, timeliness and consistency.
Confident data sharing is an important key to the success of data strategies. The Talend Trust Score provides an immediate, explainable and actionable trust assessment. With this feature, users know what is safe to share and which datasets need additional cleaning. The ease of use of this feature makes it a valuable benchmark for measuring the overall quality of data.
Robust security and compliance
Talend Data Quality comes with robust security and compliance features to help organizations protect sensitive data and comply with data privacy laws such as CCPA, AVG, HIPAA, and more. For example, Talend allows users to share data with trusted individuals on-premises or in the cloud without disclosing personally identifiable information.
Additionally, Talend’s built-in masking capabilities help ensure compliance with internal and external data privacy and protection standards. Talend Data Quality provides comprehensive audit and reporting capabilities to help organizations track and monitor data access and usage.
What are the pros and cons of Talend?
Benefits of Talend data quality
Good market reputation
Talend has been positively reviewed by dozens of leading technology review websites, such as: data, IT business advantage and eWeek. The company has also been named a Leader in Gartner’s Magic Quadrant for Data Quality Solutions four years in a row. Based on reviews from both customers and industry experts, Talend is a strong option for potential buyers who want a reliable data quality solution.
Soft learning curve
Talend’s self-service interface is a no-code solution that is easy to use. The interface is also intuitive and promotes company-wide collaboration.
The solution can be deployed on-premises, in the cloud or in a hybrid environment. Users do not need to radically overhaul their existing infrastructure to use this tool.
Talend Data Quality integrates with a wide variety of data sources, including databases, CRMs, ERPs and cloud applications. The tool also provides out-of-the-box connectors for Talend’s other products, making it easy to deploy Talend’s data quality solutions within your existing Talend Data Fabric environment.
Talend Open Studio
The vendor offers Talend Open Studio, a free and open source data integration tool that can be used to build basic data pipelines for small projects.
Support and services
The vendor offers comprehensive support and services, including training through Talend Academy, consulting, customer success management and 24-hour technical support. In addition, the supplier has an extensive network of complementary data partners, system integrators and technologies. The Talend Community portal offers a wealth of resources such as forums, blogs, and downloadable resources.
Disadvantages of Talend data quality
There are customer complaints about Talend Data Quality’s processing speeds. These concerns usually stem from slow speeds during profiling and cleaning of large data sets.
In addition, there is room for improvement with nested options, or features that are nested within each other. Currently, every time they want to create new data cleaning rules, users have to follow a tedious series of steps.
Talend Data Quality offers a free trial and demo, but does not publish pricing information on its website. Talend’s subscriptions are based on the number of users. The vendor offers discounts for volume licenses and annual subscriptions. Potential buyers should contact Talend’s sales team directly for information on the cost of the solution for their specific needs.
There are several Talend alternatives on the market, including big names like Informatica Data Quality and Governance Cloud, IBM DataStage, SAP Data Services, SAS Data Quality and Microsoft data quality services. Despite being a fairly new company, founded in 2005, Talend competes favorably with these solutions based on features, ease of use and scalability.
Use Talend Data Quality in your company
Talend Data Quality is a premium data quality tool that customers praise for its usability. But even for the most user-friendly tools, it pays to employ experienced data professionals. To make sure you have the right staff support to use this tool to your advantage, take a look here TechRepublic Premium data scientist hiring kit.