# Page 4 | Best Data Quality Software 2026 | Capterra

> Page 4 - Find the top Data Quality software of 2026 on Capterra. Based on millions of verified user reviews - compare and filter for whats important to you to find the best tools for your needs.

Source: https://www.capterra.com/data-quality-software

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# Best Data Quality Software - Page 4

[## Stratio Data Fabric](https://www.capterra.com/p/10010133/Stratio-Data-Fabric/)

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Stratio Generative AI Data Fabric puts data with quality, security and business meaning into the hands of business functions. [Learn more about Stratio Data Fabric](https://www.capterra.com/p/10010133/Stratio-Data-Fabric/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## erwin Data Intelligence](https://www.capterra.com/p/10014403/erwin-Data-Intelligence/)

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erwin Data Intelligence by Quest unites data catalog, data quality, data governance, data literacy and data marketplace capabilities. [Learn more about erwin Data Intelligence](https://www.capterra.com/p/10014403/erwin-Data-Intelligence/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Gradient](https://www.capterra.com/p/231619/Gradient/)

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Synthesize is an integration platform that streamlines the monthly billing reconciliation process for MSPs [Learn more about Gradient](https://www.capterra.com/p/231619/Gradient/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

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[## One Data](https://www.capterra.com/p/251628/ONE-DATA-Cartography/)

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One Data is the Data Product Space for building and scaling trusted data products with governance, automation, and full transparency. [Learn more about One Data](https://www.capterra.com/p/251628/ONE-DATA-Cartography/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Ibisa](https://www.capterra.com/p/195848/Ibisa/)

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Industry 4.0 platform for Smart collaboration between people, machines and processes that generates very efficient production plants. [Learn more about Ibisa](https://www.capterra.com/p/195848/Ibisa/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## SCIKIQ](https://www.capterra.com/p/276774/SCIKIQ/)

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Strategies like prioritising, annotating, profiling, and managing data lineage significantly improve data quality.  [Learn more about SCIKIQ](https://www.capterra.com/p/276774/SCIKIQ/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Cigati PST Compress Tool](https://www.capterra.com/p/10040843/Cigati-PST-Compress-Tool/)

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Cigati PST Compress Tool is file compression software that reduces the size of large Outlook PST files.  [Learn more about Cigati PST Compress Tool](https://www.capterra.com/p/10040843/Cigati-PST-Compress-Tool/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## 1Lookup](https://www.capterra.com/p/10040804/1Lookup/)

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1Lookup is a solution that helps verify phone numbers, emails, and IPs in real time to prevent fraud and enhance data quality. [Learn more about 1Lookup](https://www.capterra.com/p/10040804/1Lookup/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## PRYZM](https://www.capterra.com/p/10022829/Pryzm/)

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Ensures Reliable Data with end-to-end Data Observability [Learn more about PRYZM](https://www.capterra.com/p/10022829/Pryzm/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Perspecta Data Services](https://www.capterra.com/p/10023204/Provider-Data-Cleansing/)

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Perspecta cleanses, verifies, and enriches provider data, ensuring accuracy, compliance, and operational efficiency for healthcare orgs [Learn more about Perspecta Data Services](https://www.capterra.com/p/10023204/Provider-Data-Cleansing/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## RegAssure Accuracy](https://www.capterra.com/p/10042050/RegAssure-Accuracy/)

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RegAssure Accuracy is an AI compliance software checking transaction fields for errors against global regulations pre-submission. [Learn more about RegAssure Accuracy](https://www.capterra.com/p/10042050/RegAssure-Accuracy/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## TrueRoll](https://www.capterra.com/p/234514/TrueRoll/)

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Cloud-based business intelligence tool that enables governments to gain insights into house tax infractions & errors using a dashboard. [Learn more about TrueRoll](https://www.capterra.com/p/234514/TrueRoll/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Information DataHub](https://www.capterra.com/p/191868/DataHub/)

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DataHub enable organisations to gain insights into data that is spread across multiple data repositories. [Learn more about Information DataHub](https://www.capterra.com/p/191868/DataHub/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## TraceDock](https://www.capterra.com/p/255664/TraceDock/)

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First-party data collection software to improve your marketing data quality and attribution whilst complying with privacy legislation. [Learn more about TraceDock](https://www.capterra.com/p/255664/TraceDock/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Enlighten](https://www.capterra.com/p/246079/Enlighten/)

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Enlighten is a full data quality suite based on AI technology. Capabilities include profiling, cleansing, matching, address validation. [Learn more about Enlighten](https://www.capterra.com/p/246079/Enlighten/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Cigati ICS Converter](https://www.capterra.com/p/10042133/Cigati-ICS-Converter/)

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Windows-based data quality tool that helps teams convert iCalendar files to PST, PDF, and CSV formats, retaining all event details.  [Learn more about Cigati ICS Converter](https://www.capterra.com/p/10042133/Cigati-ICS-Converter/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Cigati Email Address Extractor](https://www.capterra.com/p/10042467/Cigati-Email-Address-Extractor/)

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Data quality tool that helps teams extract email addresses from email clients & webmail accounts, saving them in CSV and TXT formats.  [Learn more about Cigati Email Address Extractor](https://www.capterra.com/p/10042467/Cigati-Email-Address-Extractor/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Cigati PST to Office 365 Migration Tool](https://www.capterra.com/p/10042090/Cigati-PST-to-Office-365-Migration-Tool/)

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Data quality tool that helps businesses migrate PST files to Office 365 mailboxes, keeping attachments, contacts and calendars intact.  [Learn more about Cigati PST to Office 365 Migration Tool](https://www.capterra.com/p/10042090/Cigati-PST-to-Office-365-Migration-Tool/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Datactics](https://www.capterra.com/p/10005870/Datactics/)

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Datactics allows non-technical business users to easily measure, monitor and manage the data quality across their various data domains. [Learn more about Datactics](https://www.capterra.com/p/10005870/Datactics/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Mediarithmics](https://www.capterra.com/p/202792/mediarithmics/)

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Flexible and Integrated data-marketing infrastructure (CDP/DMP) enabling advertisers and publishers to leverage their customers' data. [Learn more about Mediarithmics](https://www.capterra.com/p/202792/mediarithmics/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## CL Duplicate Remover](https://www.capterra.com/p/10027945/CL-Duplicate-Remover/)

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CL Duplicate Remover helps users merge and remove duplicate contacts from Outlook, Act!, Google, Thunderbird, and Palm Desktop. [Learn more about CL Duplicate Remover](https://www.capterra.com/p/10027945/CL-Duplicate-Remover/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## TIMi](https://www.capterra.com/p/238309/Timi/)

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Advanced analytics software that provides predictive modeling, text mining, machine learning and automated processing. [Learn more about TIMi](https://www.capterra.com/p/238309/Timi/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## DataMate](https://www.capterra.com/p/10034052/DataMate/)

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DataMate is AI-powered software that cleans freight data to help businesses respond to RFPs faster and win more contracts. [Learn more about DataMate](https://www.capterra.com/p/10034052/DataMate/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## decube](https://www.capterra.com/p/10001503/decube/)

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All-in-one platform for data observability, discovery and governance for the modern data stack. [Learn more about decube](https://www.capterra.com/p/10001503/decube/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Eficaz](https://www.capterra.com/p/240721/Eficaz/)

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Web-based solution that helps businesses with data extraction, transformation and loading on a unified interface. [Learn more about Eficaz](https://www.capterra.com/p/240721/Eficaz/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## MacSonik OneDrive Duplicate Remover](https://www.capterra.com/p/10033144/MacSonik-OneDrive-Duplicate-Remover/)

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File management software that identifies and deletes duplicate files from OneDrive accounts, manage cloud storage, and more. [Learn more about MacSonik OneDrive Duplicate Remover](https://www.capterra.com/p/10033144/MacSonik-OneDrive-Duplicate-Remover/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Acceldata](https://www.capterra.com/p/10011094/Acceldata/)

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Acceldata is an Agentic Data Management platform built on data observability to deliver reliable, AI-ready data.  [Learn more about Acceldata](https://www.capterra.com/p/10011094/Acceldata/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## DQ for Dynamics](https://www.capterra.com/p/228769/DQ-for-Dynamics/)

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DQ for Dynamics is a duplicate detection CRM solution that works right inside Dynamics 365 CRM. [Learn more about DQ for Dynamics](https://www.capterra.com/p/228769/DQ-for-Dynamics/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Cloud Duplicate Finder](https://www.capterra.com/p/10011605/Cloud-Duplicate-Finder/)

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Cloud Duplicate Finder is a duplicate removal tool for cloud storage users working with OneDrive, Google Drive, Dropbox, and others. [Learn more about Cloud Duplicate Finder](https://www.capterra.com/p/10011605/Cloud-Duplicate-Finder/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## BaseCap Analytics](https://www.capterra.com/p/218272/Data-Quality-Management-Platform/)

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BaseCap is the intuitive data validation platform that operations teams use daily to accelerate compliance. [Learn more about BaseCap Analytics](https://www.capterra.com/p/218272/Data-Quality-Management-Platform/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Duplicate Media Finder](https://www.capterra.com/p/10017454/Duplicate-Media-Finder/)

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Duplicate Media Finder finds and deletes similar documents but also identical duplicate files [Learn more about Duplicate Media Finder](https://www.capterra.com/p/10017454/Duplicate-Media-Finder/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## JENTIS](https://www.capterra.com/p/220124/JENTIS/)

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Data tracking is fundamentally broken, so JENTIS reinvented it. The #1 server-side tracking tool. Made in Europe. [Learn more about JENTIS](https://www.capterra.com/p/220124/JENTIS/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## DataMatch](https://www.capterra.com/p/171310/DataMatch/)

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Data quality platform that allows customers to clean, match, and deduplicate any type of data. [Learn more about DataMatch](https://www.capterra.com/p/171310/DataMatch/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## M-Clean](https://www.capterra.com/p/10032261/M-Clean/)

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M-Clean automates deduplication and standardization of Marketo data, improving data quality to boost campaign performance. [Learn more about M-Clean](https://www.capterra.com/p/10032261/M-Clean/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Zyrix Data Copilot](https://www.capterra.com/p/10032484/Zyrix-Data-Copilot/)

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AI-powered, no-code data quality solution with rule creation, anomaly detection & profiling across all major data platforms. [Learn more about Zyrix Data Copilot](https://www.capterra.com/p/10032484/Zyrix-Data-Copilot/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## SAP BTP](https://www.capterra.com/p/264811/SAP-BTP/)

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SAP BTP is software that helps improve business performance through analytics, strategy development, and reporting capabilities. [Learn more about SAP BTP](https://www.capterra.com/p/264811/SAP-BTP/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Cigati Outlook Duplicate Remover](https://www.capterra.com/p/10040845/Cigati-Outlook-Duplicate-Remover/)

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Cigati Outlook Duplicate Remover deletes duplicate emails, contacts, calendars, and tasks from Microsoft Outlook PST files. [Learn more about Cigati Outlook Duplicate Remover](https://www.capterra.com/p/10040845/Cigati-Outlook-Duplicate-Remover/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Acxiom Infobase](https://www.capterra.com/p/10023529/Acxiom-Infobase/)

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Acxiom InfoBase enables you to leverage comprehensive data for premium audiences and insights across the globe.  [Learn more about Acxiom Infobase](https://www.capterra.com/p/10023529/Acxiom-Infobase/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## datamastr](https://www.capterra.com/p/10033023/datamastr/)

0.0 (0)

Datamastr is a data governance platform that automates data quality management and GDPR compliance reporting for German businesses. [Learn more about datamastr](https://www.capterra.com/p/10033023/datamastr/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## IDX](https://www.capterra.com/p/10005082/IDX/)

0.0 (0)

The Intelligent Data Exchange IDX integrates data & automates complex enterprise data processes — liberating your organization to build [Learn more about IDX](https://www.capterra.com/p/10005082/IDX/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Fetchify](https://www.capterra.com/p/10027465/Fetchify/)

0.0 (0)

Improve accuracy and trust with tools that validate, cleanse, and enrich customer and location data. [Learn more about Fetchify](https://www.capterra.com/p/10027465/Fetchify/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## Cigati MBOX to Office 365 Migration Tool](https://www.capterra.com/p/10042089/Cigati-MBOX-to-Office-365-Migration-Tool/)

0.0 (0)

Data migration and quality management solution that helps businesses transfer MBOX files to Office 365 and Exchange Server accounts. [Learn more about Cigati MBOX to Office 365 Migration Tool](https://www.capterra.com/p/10042089/Cigati-MBOX-to-Office-365-Migration-Tool/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## DISQOVER](https://www.capterra.com/p/10017787/DISQOVER/)

0.0 (0)

DISQOVER is a knowledge discovery platform built on knowledge graph and semantic technologies to power efficient data discovery. [Learn more about DISQOVER](https://www.capterra.com/p/10017787/DISQOVER/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

[## TAGGRS](https://www.capterra.com/p/10033162/TAGGRS/)

0.0 (0)

Advanced Server-side Tracking solution that empowers businesses own, control and activate their data while ensuring privacy compliance. [Learn more about TAGGRS](https://www.capterra.com/p/10033162/TAGGRS/)

Data Quality features reviewers most value

Address Validation

AI Copilot

Data Cleansing

Data Discovery

Data Transformation

Duplicate Detection

Match & Merge

Metadata Management

Reporting/Analytics

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