Best Data Quality Tools - Page 14

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 348

Category Stats (Nov 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Collate (+2.22%) - Among all products in this category, Collate recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Data Quality Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 13,800+ Authentic Reviews
  • 348+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Data Quality Tools

G2 Grid® for Data Quality Tools plotting products by satisfaction and market presence

Highlighted products: SAS Viya, GTM Studio - Powered by ZoomInfo, HubSpot Data Hub, Monte Carlo, Data Quality Navigator, dbt, Loqate, and DQLabs.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-quality/grids.json?focus%5B%5D=sas-sas-viya&focus%5B%5D=gtm-studio-powered-by-zoominfo&focus%5B%5D=hubspot-data-hub&focus%5B%5D=monte-carlo&focus%5B%5D=data-quality-navigator&focus%5B%5D=dbt&focus%5B%5D=gbg-plc-loqate&focus%5B%5D=dqlabs)

Datavid

Datavid helps large organizations extract additional value from unstructured data like Word documents, XML / HTML files, images, videos, presentations, and a lot more. Datavid's expert consultants have decades of experience solving complex data problems; from advanced search to data mining to integration across multiple sources. Datavid delivers unique value by making the most of your existing infrastructure, offering clear architectural plans before any changes are made. Find out how to make the most of your data with a free 30-minute consultation on Datavid's website.

Who Is the Company Behind Datavid?

  • Seller: Datavid
  • Year Founded: 2018
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    87 employees on LinkedIn®

dataX.ai

dataX.ai is a trailblazing data science company specializing in automated solutions for B2B eCommerce product content. Our goal is to minimize manual effort in data processing and management, enhancing accuracy and enabling scalable operations. With more than a decade of experience crafting AI-powered solutions, we have become a trusted partner to eContent managers, as innovation meets precision in executing seamless data workflows. Headquartered in Plano, Texas, we have offices spread across India and Japan, empowering modern businesses to remain agile, competitive, and thrive in the digital era.

Average Rating: 4.4/5.0

Total Reviews: 4

How Do G2 Users Rate dataX.ai?

  • Quality of Support: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind dataX.ai?

Who Uses This Product?

  • Company Size: 50% Small, 25% Large

What Are Recent G2 Reviews of dataX.ai?

What Are G2 Users Discussing About dataX.ai?

Datuum.ai

Datuum is a no-code platform that uses AI to seamlessly integrate your data into any destination in a matter of minutes. Our platform is designed to simplify data integration for professionals of all levels by creating resilient connectors to various data sources, automatically discovering data, and mapping it to the final destination without any coding required. With Datuum, you can create a self-service onboarding experience for your customers and accelerate data operations, freeing up time to focus on insights that drive growth. Whether you're a seasoned data professional or a newcomer to the field, Datuum makes data management easier and more efficient.

Who Is the Company Behind Datuum.ai?

  • Seller: datuum.ai
  • Year Founded: 2021
  • HQ Location: Corte Madera, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

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How it works

DB Change Manager

DB Change Manager is an essential database change management tool for DBAs and data professionals. It uniquely offers automated compare and synchronization capabilities to simplify change operations. Rapidly identify changes, streamline upgrades to new releases and pinpoint environmental differences resulting from changes at the data, schema and database configuration levels.

Who Is the Company Behind DB Change Manager?

DBIQ

DB/IQ is a software solution designed to assess and improve the level of quality and maintainability of Db2 for z/OS applications before they get deployed in your production environment. DB/IQ automates the quality control process according to performance, maintainability, and scalability criteria. DB/IQ analyzes and performs checks on all SQL code; whether in source form, in a DBRM resulting from the Db2 pre-processor, in all Catalog-based SQL (plans, packages, views, MQTs, triggers etc.), or as dynamically executed SQL. • Check the quality of any SQL code according to organization-defined standards • More than 350 quality rules are available “out-of-the-box” and can be customized according to your requirements and SLAs • Provide developers interactive quality control and full EXPLAIN functionality for all SQL statements • Alert and possibly reject programs that violate quality rules Controls can be triggered on demand by developers, directly in their mainframe or Eclipse development environments, and automatically in batch mode during delivery procedures

Who Is the Company Behind DBIQ?

  • Seller: Infotel
  • Year Founded: 1986
  • HQ Location: Blagnac, FR
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

DeDupeD

DeDuped is a data deduplication and duplicate record management solution for Microsoft Dynamics 365 CRM. It helps businesses find, prevent, review, and merge duplicate records so their CRM data stays clean, accurate, and reliable. With flexible matching options and AI-powered assistance for duplicate merging, DeDuped makes CRM data cleansing easier and less time-consuming. Duplicate records can easily build up in Dynamics 365 through manual data entry, imports, integrations, lead generation activities, or data migrations. Having the same customer or company represented by multiple records can lead to inaccurate reports, fragmented customer information, duplicated activities, and unnecessary work for sales and service teams. DeDuped helps businesses identify these duplicates and resolve them in a controlled way. Key Features of DeDuped • Duplicate Detection & Prevention – Find potential duplicates when records are created or updated, or through on-demand and scheduled scans. • Fuzzy Duplicate Matching – Identify potential matches using fuzzy, phonetic, weighted, partial, and phone-format matching. • AI-Powered Duplicate Merge – During a merge, AI evaluates conflicting field values and suggests which information should be retained. • AI Master Record Recommendation – Get AI-assisted recommendations for selecting the most suitable master record when merging duplicates. • Manual, Bulk & Auto Merge – Merge records individually, in bulk, or automatically based on defined rules. • Dynamics CRM Data Cleansing – Consolidate duplicate records and improve the consistency and reliability of Dynamics 365 data. • Real-Time Duplicate Prevention – Help prevent duplicate records from being created through client- and server-side controls. How DeDuped Helps Dynamics 365 Users DeDuped provides more than basic duplicate detection. Users can configure matching criteria, identify potential duplicates, review records, and decide how duplicate data should be handled. The AI capability is focused specifically on the duplicate merge process. When duplicate records contain different values, AI evaluates the available information and recommends which values should be retained. It can also recommend the most suitable master record. Users can review the recommendations, confidence scores, and explanations before completing the merge, keeping them in control of the final decision. DeDuped can be used for everyday CRM data cleansing as well as larger data cleanup projects. Whether you're managing a growing Dynamics 365 database, cleaning data after a migration, or consolidating information from multiple sources, its detection and matching capabilities make duplicate management easier. Organizations can merge records manually, in bulk, or automatically based on their requirements. Rules for selecting the master record and field-level preferences provide additional control over how duplicate information is consolidated. For businesses looking for a data deduplication tool for Dynamics 365 CRM, DeDuped combines duplicate detection, fuzzy matching, duplicate prevention, flexible merging, and AI-powered merge assistance in one solution. It helps CRM teams reduce manual cleanup, improve data quality, and maintain a more reliable view of customer information. Whether your goal is to clean existing records, prevent new duplicates, or establish a consistent duplicate record management process, DeDuped helps keep your Dynamics 365 CRM data cleaner, more accurate, and easier to trust.

Who Is the Company Behind DeDupeD?

  • Seller: Inogic
  • Year Founded: 2006
  • HQ Location: Navi Mumbai, IN
  • LinkedIn® Page: www.linkedin.com
    158 employees on LinkedIn®

digna

European AI-powered data quality & observability platform with five modular capabilities — anomalies, analytics, timeliness, validation, and schema tracking — built to run entirely in your environment for maximum privacy and control.

Who Is the Company Behind digna?

  • Seller: digna
  • Year Founded: 2020
  • HQ Location: Vienna, AT
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

DQGateway

DQGateway empowers businesses of all sizes to achieve complete, accurate, and consistent data with its industry-first no-code interface. AI-driven and highly configurable, DQGateway tackles even the most complex scenarios. Its comprehensive rule engine and customization services ensure a perfect fit for your needs. Boost data quality, streamline decision-making, and gain a competitive edge with DQGateway. 2. Features Description: a. Data Source Connectivity: Effortless Data Quality Across Any Source: DQGateway connects to over 50 data sources with pre-built connectors. Custom connectors are available for unique needs. b. Skills Dependency for Setting Up Data Quality Rules: No Coding Required: DQGateway's no-code interface empowers even business users to define data quality checks with ease. Say goodbye to coding limitations. c. Comprehensive Quality Checks or Rules: Unmatched Configurability: DQGateway boasts the most comprehensive rule engine, with pre-configured checks, custom rule creation, and AI-powered data cleaning. Ensure data quality meets your exact standards. d. Data Profiling: Deep Dive into Your Data: DQGateway provides comprehensive data profiling with insightful visualizations. Identify anomalies, patterns, and sensitive data for complete data understanding. e. Data Governance: Real-Time Insights, Actionable Reports: DQGateway delivers a unified dashboard with real-time data quality insights. Detailed reports, alerts, and customizable widgets empower informed decision-making. f. Unattended Execution: Automated Data Quality, 24/7: DQGateway automates all configured data quality checks, freeing your team to focus on strategic initiatives. Enjoy uninterrupted data integrity with minimal effort. g. Agile Data Operations: Shift Left Data Quality: DQGateway integrates seamlessly with DevOps tools (Jenkins, ADO, GitHub) for continuous data testing and validation. Embed data quality into your development process from the start. h. Interactive Data Query: Streamlined Data Analysis: DQGateway's interactive query interface allows you to directly query source data within the platform for a unified experience. i. No Vendor Lock-In: Freedom and Flexibility: DQGateway prioritizes your control. The no-code interface empowers business users to manage data quality rules, and the licensed version provides source code access for ultimate customization. j. Facilitates Customization: Tailored to Your Needs: DQGateway goes beyond out-of-the-box functionality. We offer customizations and feature development specific to your unique requirements.

Who Is the Company Behind DQGateway?

DQV – Data Quality Validator

DQV (Data Quality Validator) is an ETL testing and data validation tool from Kumaran Systems, built for teams validating data during migrations, integrations and ongoing pipeline work. DQV connects to both the source and the target system and compares them at field level rather than by sample. Teams use it to certify that data arrived intact after a migration, to catch quality issues before they reach production, and to re-run the same validations every time an ETL job or schema changes. The platform covers five areas of work in a single tool: Compare runs source-to-target reconciliation on any two datasets, regardless of structure or scale, and reports every mismatch with drift detection. Migrate moves data between platforms with field mapping, type conversion and aggregation, running pre- and post-migration validation on the same configuration. Mask applies redaction, replacement, randomization or encryption to sensitive fields, in place or in flight. A central Mask Info Store keeps masked values consistent across development, test, staging and production, so referential integrity survives. Validate checks data quality at field, record and table level, returns errors as a ranked list, and allows correction during a run. Generate produces synthetic test data with realistic patterns for names, addresses and identifiers, preserving parent-child relationships and valid foreign keys across tables. DQV works with SQL Server, Oracle, MySQL and PostgreSQL, flat files including CSV and Excel, cloud databases on AWS, Azure and Google Cloud, REST APIs and message queues, and formats including JSON, XML and Parquet. It runs as a web application, a command-line tool or an embeddable library, and integrates with existing ETL platforms such as Informatica and Databricks as well as CI/CD pipelines. The tool is used by ETL testers, database administrators, developers, functional QA analysts and API testers. It has been deployed on enterprise banking migrations, including one engagement that validated 200 million records in under two hours and another that reduced a full ETL validation cycle from six hours to fifteen minutes. Kumaran Systems has delivered data and application services since 1992 and holds SOC 2 Type II, ISO 27001 and CMMI v3.0 certifications. A free trial is available.

Who Is the Company Behind DQV – Data Quality Validator?

Duplicate Media Finder

Duplicate Media Finder (DMF) is a user-friendly application for Windows that allows to automatically find identical duplicate files or folders, but also similar documents (images, videos, music, …). It can scan devices connected to your PC or network, such as disks or USB keys, smartphones (Android & iPhone) and files stored in the cloud (OneDrive, DropBox, Google Drive, iCloud, MEGA, pCloud, Box, …).

Who Is the Company Behind Duplicate Media Finder?

DvSum PARC

Who Is the Company Behind DvSum PARC?

  • Seller: DVSum
  • Year Founded: 2014
  • HQ Location: Sunnyvale, US
  • LinkedIn® Page: www.linkedin.com
    73 employees on LinkedIn®

Easy View

A KeyRbot Part of Fortra (the new face of HelpSystems) is proud to be part of Fortra’s comprehensive cybersecurity portfolio. Fortra simplifies today’s complex cybersecurity landscape by bringing complementary products together to solve problems in innovative ways. These integrated, scalable solutions address the fast-changing challenges you face in safeguarding your organization. With the help of the powerful protection from Easy View and others, Fortra is your relentless ally, here for you every step of the way throughout your cybersecurity journey.

Who Is the Company Behind Easy View?

  • Seller: Fortra
  • Year Founded: 1982
  • HQ Location: Eden Prairie, Minnesota
  • LinkedIn® Page: www.linkedin.com
    1,784 employees on LinkedIn®

EazyMatch AI

EazyMatch AI helps CRM teams improve the quality, consistency and usability of their customer data. Built for platforms such as HubSpot, Pipedrive and Zoho, it identifies duplicate contacts and companies, highlights missing or incomplete fields, standardises job titles, checks records against your ideal customer profile and flags contacts or accounts that may need review under retention policies. The platform is designed for sales and marketing teams that need cleaner data without spending hours in spreadsheets. Users can review suggested matches, spot duplicate tasks, monitor new records, export findings and apply updates back to their CRM with greater confidence. By combining data hygiene, ICP checks, enrichment and audit history in one place, EazyMatch AI helps teams reduce manual clean-up, improve segmentation, protect campaign performance and make better decisions from their CRM data.

Who Is the Company Behind EazyMatch AI?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated March 10, 2026