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Data Quality Software with Data Governance (2026)

Last updated: April 2026

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34 software options

Segment logo

Customer data hub

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Segment collects, centralizes, organizes and analyzes all your customer data coming from multiple sources such as apps, websites, and various devices.

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Scal-e logo

Omnichannel marketing system with customer loyalty programs

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Omnichannel marketing solution that reaches audiences through customer loyalty programs and data management to gain a 360 degree view on customer profiles with 5 modules including data management, audience builder, omnichannel orchestration, customer retention, and customer intelligence.

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Rulex logo

The ultimate platform for empowering your business with data

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Rulex’s unique software helps people and organizations take the best possible decisions by seamlessly combining transparent data-driven knowledge with human expertise.

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4MDG logo

Master data management software

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4MDG is a master data management software designed to help medium and large companies unite robotic process automation, big data, and workflows to make data better.

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Byteplant Address Validator logo

Standardize, Validate and Correct Postal Addresses Worldwide

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Address Validator provides accurate verification, standardization, and formatting of postal addresses from over 240+ countries worldwide in real-time.

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Talend Data Fabric logo

Talend, a leader in cloud data integration & data integrity

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Talend Data Fabric offers a single suite of apps to help enterprises collect, govern, transform and share data, enabling users to shorten the time to trusted data.

Over 4,250 organizations across the globe have chosen Talend to help them turn all their raw data into trusted data.

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Nexla logo

Cloud-based data integration platform

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Nexla’s is a no/low-code data integration platform enables enterprises to create and share ready-to-use data across all ecosystems, including production-grade GenAI model inference.

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Snowplow BDP logo

Data collection platform for small to large businesses

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Snowplow is a best-in-class data collection platform built for Data Teams who want to manage the collection and warehousing of their rich, high-quality event data.

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Accurity logo

All-in-one data intelligence platform

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Accurity's data quality solution improves data accuracy and consistency through measurements, aggregate checks, interactive dashboards, trend visualization, bad-record analysis, and collaborative issue resolution. It empowers businesses to make informed decisions and drive growth.

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Semarchy xDM logo

Master data, reference data & application data management

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xDM from Semarchy leverages smart algorithms and material design to empower collaborative data governance and intelligent MDM.

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Collibra logo

Cloud-based data governance and management platform

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Collibra Data Quality & Observability monitors data quality and data pipeline reliability to help you rapidly remediate anomalies. Collibra replaces manual processes with automated data monitoring and rule management.

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DataRocket logo

Master data management solution for optimum data quality

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DataRocket is a multi-domain master data management solution, which helps organizations maintain data quality and streamline data sharing across multiple departments. Key features include data cleansing, data migration, workflow management, data governance, and reporting.

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Metaphor logo

data catalog and management solution

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Metaphor is a data management solution that streamlines the data journey by providing full compatibility with the modern stack. With Metaphor, users can experience enhanced agility and scalability in their data operations. The software integrates with various collaboration platforms like Slack and MS Teams, facilitating communication and teamwork among team members.

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Atlan logo

Modern Data Workspace For the Workplace of the Future

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Atlan is a cloud-based data workspace solution designed to help businesses manage their entire data ecosystem, with tools for data discovery, quality profile generation & automatic lineage construction. The query builder allows non-technical users to query across data lakes, databases & warehouses.

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Versio.io logo

CMDB, IT Asset Management, Governance, Security

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Versio.io continuously and automatically detects and documents changes in businesses and IT landscapes. Data from third-party applications that companies use to run business processes, monitor the IT landscape and control IT service management can be seamlessly integrated.

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Hightouch logo

ETL tool for syncing data to any SaaS platform using SQL

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Hightouch automates data pipelines with reverse ETL. It lets users sync data from a data warehouse to all their downstream SaaS tools with just SQL. Users can maintain full control and observability over data, and keep it securely stored in the data warehouse. Hightouch offers solutions for event collection, identity resolution, and data activation so employees can build a complete but composable customer data platform.

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eTEAM logo

Cloud-based digital asset & content management platform

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eTEAM is a cloud-based digital asset management platform, which helps businesses organize resources such as product data, images, web publications, and layouts for marketing and communication purposes. Features include phase management, data storage, performance monitoring, and document encryption.

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Shinydocs logo

Effortless access to the right files at the right time.

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Shinydocs is a cloud-based master data management solution that automates the critical first step of any information management program by finding documents, files, and records and aligning them with your people, processes, and regulations. The software centralizes content from disparate data repositories, delivering the information needed to meet business objectives.


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Ataccama ONE logo

Cloud-based and on-premise data management solution

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Ataccama ONE is a cloud-based and on-premise data management solution that helps businesses in healthcare, transportation, telecommunications, banking, insurance, financial services, and other sectors handle data catalogs, quality, and classification processes from a centralized platform. It lets staff members consolidate all data sources into one place so anyone in the organization can access it quickly and easily.

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BaseCap Analytics logo
(0)

Automated Data Quality Control and Data Validation,

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BaseCap Analytics offers an automated solution that helps businesses manage data quality and remediate data issues.

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ThinkData Platform logo
(0)

The best way to connect, manage, and share data.

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ThinkData Works offers a data catalog platform designed to improve the process of connecting, managing, and sharing data.

Data professionals save time with unique features for indexing, ingesting, or virtualizing data, custom metadata management, and monitoring data health and use in real time.

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Eficaz logo
(0)

ETL for Temenos Transact

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Eficaz by Lera Technologies is built for creating a centralized data management platform with seamless integration from the source system.

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SAP BTP logo
(0)

Integrated business management platform for all industries

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SAP BTP is a cloud-based platform that provides a complete solution for all business process management needs. It provides a system for building, managing, and integrating systems across the entire organization. It features an integrated approach to finance, accounting, and supply chain management.

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One Data logo
(0)

The Data Product Space

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One Data is the Data Product Space where business and data teams collaborate to build, manage, and scale trusted data products - bridging the gap between data experts and business users efficiently.

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Experian Aperture Data Studio logo
(0)

Unified data quality and governance.

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Aperture Data Studio helps organisations build and maintain trusted, high-quality data at scale, enabling better decision-making while reducing risk. The data intelligence platform unifies data quality and governance, spanning data, models, and AI-driven use cases.

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