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Data Quality Software with Collaboration Tools (2026)

Last updated: February 2026

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Data Quality Software Key Features

    Based on 190 user opinions, we identified 6 features that are important for any product in Data Quality Software

  • Data Import/Export

    Import and export data to and from software applications

    Average user rating

    4.6

  • Address Validation

    Verifies and confirms the accuracy of an address

    Average user rating

    4.8

  • Data Verification

    Process of checking different types of data for accuracy to avoid errors or inconsistencies

    Average user rating

    4.8

  • Search/Filter

    Search and filter data across systems to locate required information by entering keywords or certain criteria

    Average user rating

    4.7

  • Email Address Extraction

    Extract email addresses from multiple data sources

    Average user rating

    4.7

  • Data Cleansing

    Removes data that is incomplete, inaccurate, or irrelevant from a dataset

    Average user rating

    4.9
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41 software options

CloverDX logo

CloverDX

Solving real-world data challenges

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CloverDX is developer-friendly data integration platform for cloud, on-premise or hybrid scenarios. Combines visual design with fully featured IDE for prototyping, debugging, deploying and operating even the most complex data jobs.

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Byteplant Email Validator logo

Byteplant Email Validator

Enterprise Level Email Validation Solution

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Validate your email address database with Email Validator. Designed for enterprise level CRM, ESP and ERP platforms, Email Validator checks every single email in real-time with an end-to end algorithm to identify disposable, catch-all, and invalid emails.

Stop bouncing and start connecting!

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Byteplant Phone Validator logo

Byteplant Phone Validator

Data validation and management software

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Phone Validator is a data management software that helps businesses clean up contact lists by validating phone numbers in compliance with FCC Telephone Consumer Protection Act (TCPA). It allows staff members to detect and automatically correct typos and errors across sign-up pages.

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Cority logo

Cloud-based EHS management software

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Cority's Data Quality solutions ensure accuracy, consistency, and reliability of organizational data. With validation, cleansing, and monitoring tools, our software empowers businesses to maintain data integrity, comply with regulations, and make informed decisions.

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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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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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Claravine logo

Take the drama out of your marketing data

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Claravine is The Data Standards Company. We help brands and agencies deliver on the promise of modern marketing by standardizing taxonomies, naming conventions, and metadata across all digital experiences.

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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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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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DigitalRoute logo

Mediation and usage data processing software

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DigitalRoute is a data loss prevention tool that helps businesses connect the solution with any system in the IT infrastructure to collect, process, enrich, and distribute usage data to billing and configure, price, and quote (CPQ) applications.

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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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STARLIMS logo

Clinical trial management software for laboratories

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STARLIMS is a laboratory information management system that helps businesses interpret and manage clinical data. The platform enables managers to handle clinical trials, research and development (R&D), and manufacturing processes.

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Introhive logo

Grow revenue, relationships, and retention.

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AI powered SaaS platform enabling businesses to grow and realize the full value of their relationships and underutilized data.

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Traction Complete logo

Helping RevOps teams manage data complexity in Salesforce.

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Traction Complete creates solutions that help revenue teams manage data complexity. Our complete suite of Salesforce apps automates data cleanup, account hierarchies, matching, and routing -- so you don't have to.

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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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Trackingplan logo

Ensure the quality of your digital analytics.

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Trackingplan automates error detection and root cause analysis to save time to digital analytics and marketing teams by continuously monitoring both web and app traffic to notify you before problems have a significant impact.

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Cloudingo logo

De-duplication & data quality application for Salesforce

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Built specifically for Salesforce, Cloudingo is a deduplication & data quality application. Merge, integrate, update & cleanse your customer data with Cloudingo

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Lariat logo

Free your Data Engineers from constant troubleshooting

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Lariat Data is a continuous quality monitoring platform that allows engineering teams to identify and resolve data bugs with minimal operational overhead.

Lariat integrates with tools across the data stack including Python pipelines, Apache Spark pipelines, AWS Athena, AWS Kinesis, Snowflake, Apac

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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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ebCard logo

Contact data quality management

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ebCard is a cloud-based contact data quality management platform that helps businesses manage their lead and contact data from across multiple sources and verify the quality of this data. It connects with third party marketing, CRM, and sales tools to facilitate data transfer and synchronization.

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Novatek Suite logo

Data management solution for laboratories of all sizes

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Nova-LIMS is laboratory information management system, which helps pharmaceutical and biotech companies manage all laboratory processes such as testing, data collection, scheduling & reporting. The centralized platform allows users to track inventory and receive real-time notifications on orders.

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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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MSIGHTS Platform logo

Data management software

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MSIGHTS Platform is a marketing data transformation and reporting tool that helps businesses centralize multi-channel marketing performance data. The platform enables managers to collect and centralize data from various sources, ensuring that all valuable marketing data is captured in one place.

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