Frequently Asked Questions


  • Informatica Data Quality software ensures best data quality for all business applications, whether they are on-premises or cloud applications. The solution includes unified role-based tools that facilitate the participation of business in the data quality process and deliver comprehensive support for applying data quality rules to products, assets, and customer data. The company provides enhanced flexibility and agility to its customers in terms of accessing and cleansing the data which is located at any source within an enterprise, be it on premises or on the cloud.

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    • Enterprise
    • California, USA
    • Founded: 1993
    • $1BN to $5BN
    • 1,001 to 5,000
  • IBM focuses on various aspects of data quality. IBM InfoSphere Information Server offers several capabilities that address data quality needs of businesses. IBM InfoSphere Information Server is an IBM data quality software which helps enterprises extract more value from complex, heterogeneous information spread across systems. IBM offers a substantial range of products for managing the end-to-end data quality requirements of organizations.

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    • Enterprise
    • New York, USA
    • Founded: 1911
    • $50BN to $100BN
    • 1,00,001 to 5,00,000
  • SAS data quality software provides various features including data integration, data cleansing, data profiling, and data preparation for Hadoop, data governance, and event stream processing. The company’s data management solutions help businesses analyze and maintain the data generated by different devices, sensors, and software. The solution allows organizations to clean their data without having to extract it or move it.

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    • Enterprise
    • North Carolina, USA
    • Founded: 1976
    • $1BN to $5BN
    • 10,001 to 15,000
  • Through the acquisition of Trillium Software, Syncsort gained unparalleled advantage in offering comprehensive solutions for the data integration and data quality tools markets. Trillium Software has a strong foothold in the data quality tools market and offers TS Quality, a single solution which is capable of ingesting both structured and unstructured data. Trillium Quality solution categorizes data across the enterprise including the unstructured and semi structured data to enhance the efficiency of the business and IT Teams. 

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    • SME
    • New Jersey, USA
    • Founded: 1968
    • $101MN to $500MN
    • 501 to 1,000
  • Experian Data Quality is a global provider of data quality software and services. These software and services are offered via flexible Software-as-a-Service (SaaS) and on-premises deployment models. The company offers comprehensive data management solutions which help organizations achieve their business goals. Experian Data Quality assists in maintaining the accuracy of the collected data which leads to an efficient operational workflow. It offers a real-time capturing of the customer information which helps in keeping data up-to-date.

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    • Enterprise
    • California, USA
    • Founded: 1996
    • $1BN to $5BN
    • 15,001 to 20,000
  • Oracle offers various tools for maintaining the data quality of an organization. The Oracle Enterprise Data Quality product suite helps organizations achieve maximum business value by providing high-quality data. The solution provides businesses with multi-user project support with an ability to manage all types of data including customer, product, asset, financial, and operational data.

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    • Enterprise
    • California, USA
    • Founded: 1977
    • $10BN to $50BN
    • 1,00,001 to 5,00,000
  • Microsoft Data Quality Services is a knowledge-based product that provides both computer-assisted and interactive methods to govern integrity and quality of the data sources. The DQS solution performs data cleansing through cloud-based reference data services provided by reference data providers. Microsoft Data Quality Services also provides data profiling integrated with data quality tasks, allowing analysis of the integrity of enterprise data. The data quality tools offered by Microsoft Server DQS empower an information steward or an IT expert to keep up the quality of data.

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    • Enterprise
    • Washington, USA
    • Founded: 1975
    • More than $100 BN
    • 1,00,001 to 5,00,000
  • Pitney Bowes offers a wide range of products in the data quality tools market. These products include Spectrum Data Discovery Module, Spectrum Advanced Matching Module, Spectrum Data Normalization Module, Spectrum Universal Name Module, and Spectrum Universal Addressing Module. The various capabilities offered by the company’s products are data profiling, advanced data matching and consolidation, data enrichment with reference data, standardization and normalization of data, monitoring trends, and Key Performance Indicators (KPIs).

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    • Enterprise
    • Connecticut, USA
    • Founded: 1920
    • $1BN to $5BN
    • 10,001 to 15,000
  • Ataccama's Data Quality software & Cleansing solution helps users in transforming their data. It allows companies to use an extensive set of predefined algorithms or enables them create their own. The company's Anomaly Detection feature leverages AI to identify problems in data loads, including data volume changes, etc. Ataccama's Data Profiling helps users learn about the critical patterns in their data. It also finds duplicate records and uses multiple edit distance metrics to reveal hidden relationships in the data.

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    • Enterprise
    • Ontario, Canada
    • Founded: 2007
    • $11MN to $50MN
    • 501 to 1,000
  • Datamatch Enterprise creates fully scalable configurations for deduplication and record linkage. The solution has the ability to identify and transform complex product data from disparate sources. Data Ladder’s advanced semantic recognition technology assesses product data instantly from various data sources, understands the context, and helps users make informed decisions by precisely matching, categorizing, and deriving complex product hierarchies. The company's data deduplication software also allows organizations to find matches across all the data sources with a 96% accuracy.

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    • Enterprise
    • Connecticut, USA
    • Founded: 2006
    • Below $10 MN
    • 501 to 1,000
  • Trianz offers DataVision as its core offering in the data quality tools market. DataVision+ is an automated solution, designed to meet the needs of data comparison across various sources. The cloud and mobileenabled platform enables users to write custom SQL queries, compare data between source and target environments, and generate meaningful reports. DataVision+ is also capable of synchronizing metadata and generating queries automatically to compare. In addition, the solution can test crystal reports and big data.

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    • SME
    • California, USA
    • Founded: 2001
    • $51MN to $100MN
    • 1,001 to 5,000
  • Tamr offers a patented enterprise data unification platform that combines machine learning with human expertise for combining numerous data sources to provide unmatched scalability, speed, and accuracy. The company distinguishes itself from other market players by offering a bottom-up, machine-learning based approach which is instrumental in unifying disparate enterprise datasets.

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    • Startup
    • Massachusetts, USA
    • Founded: 2012
    • Below $10 MN
    • 501 to 1,000
  • Backoffice Associates has developed a Data Quality Scorecard that provides web-based analytics, reports, and insights through a consolidated dashboard that allows businesses to view their critical business metrics. The company also conducts Data Quality and Readiness Assessment, which is supported by their applications which instantly deliver report findings with specific data challenges. The company also offers the best practices in Data Quality developed by experts to help organizations in addressing their data problems.

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    • SME
    • Massachusetts, USA
    • Founded: 1996
    • $51MN to $100MN
    • 101 to 500
  • Infosolve's Data Quality software identifies and eliminates nulls and invalid data. It also discovers data patterns and frequency counts. The company's Data Enhancement provides organizations an opportunity to supplement information in their existing data and also supports organizations through their planning cycles. The company's Data Quality solutions offer well-defined data profiling capabilities which are important for the identification of data quality problems. OpenCDI has been developed on the Infosolve’s innovative Zero Based solution platform which delivers maximum flexibility with the open source technology and high ROI.

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    • Enterprise
    • New Jersey, USA
    • Founded: 2003
    • Below $10 MN
    • 51 to 100
  • Ixsight’s Customer Information Management solution helps assess customer, supplier, product and material data including unstructured text information in order to enable smarter decision-making for companies. Dedupe collaborates customer information and internal information to provide in-depth analysis of potential loyalty. Deduplix assesses records in real-time and offers total flexibility in providing the best results. It also enables businesses to categorize modules to validate matches and create golden records.

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    • Startup
    • Maharashtra, India
    • Founded: 2007
    • 501 to 1,000
  • Innovative System's Enlighten instantly scales from thousands of records to hundreds of millions. The solution's in-depth understanding of data context eliminates errors and saves considerable effort and money. The company deploys teams who have expertise in data quality which provides seamless and rapid implementation along with consistent support. The company provides multiple delivery options such as on-premise and SaaS or a combination of both, depending on the business situation. These options are fully scalable.

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    • Startup
    • Pennsylvania, USA
    • Founded: 1968
    • Below $10 MN
    • 501 to 1,000
  • DQ Global offers Perfect & Merge which is a simple CRM deduplication solution, that ensures that the company's CRM system remains duplicate-free, trusted, and fit for use. The appRules Portal with DQ inside provides the tools to match, cleanse, and provide users with clean data. It also provides users with a consolidated view of their data, helps in improving revenue, saves time, and enables them to make better decisions. The solution also helps companies to reduce development time and risk in the delivery of Data Quality Projects.

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    • SME
    • England, UK
    • Founded: 2003
    • Below $10 MN
    • 501 to 1,000
  • Neopost's ConnectSuite e-Validate is a simple cloud-based solution that helps businesses instantly update customer addresses. It minimizes instances of returned mail and parcels, with savings of up to USD 25 per piece. The solution also enhances email delivery by rectifying addresses for customers who have changed their addresses. The company's Quadient Bulk Mailer helps companies simplify their mailings, improve deliverability, and acquire the lowest postage rates. Quadient Architect is another contact data quality solution offered by Neopost that validates contact data across digital channels and updates existing records for compliance and customer experience.

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    • SME
    • Bagneux, France
    • Founded: 1924
    • $101MN to $500MN
    • 501 to 1,000

Find the best Data Quality Software solution for your business, using ratings and reviews from buyers, analysts, vendors and industry experts

EVALUATION CRITERIA

Below criteria are most commonly used for comparing Data Quality Software tools.
  • Breadth and Depth of Product Offerings
    • Products Offered
    • licenses
    • Services
      • Education & Training
      • Support & Maintenance
      • Consulting Services
      • Deployment & Integration Services
    • Data Quality tools provided
      • De-Duplication Tools
      • Noramalization Tools
      • Other Tools
  • Product Features and Functionality
    • Features Offered
      • Data Governance
      • Data Integration
      • Data Migration
      • Data Enrichment
      • Metadata Management
      • Data Stewardship
      • Data Profiling
      • Data Monitoring
      • Data Validation and Standardization
      • Other Feautures
  • Delivery
    • Deployment Model
      • On-Premise
      • Hosted / On-Cloud
    • Channel of Delivery
      • Through Partners / Third-Party Vendors
      • Directly
  • Business Applications
    • End Users/Workstations
      • Other
  • Support and Services
    • Level of Support
    • Customer Redressal Mechanism/Program
    • Support Services
      • Technical Support
      • Customer Support
      • Sales Support
    • Channel for Delivery of Support Services
      • On-Site Support
      • Remote Support

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Marie Stelle

Engagement Partner - 360Quadrants.com