Best Data Quality Tools - Page 17

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 252

Category Stats (Aug 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Data Quality Navigator (+3.87%) - Among all products in this category, Data Quality Navigator recorded the largest rating increase compared to last month

Last updated: August 04, 2026

How Does G2 Rank Data Quality Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 13,200+ Authentic Reviews
  • 252+ 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, Monte Carlo, GTM Studio - Powered by ZoomInfo, Data Quality Navigator, dbt, HubSpot Data Hub, DQLabs, and Quest Data Intelligence.

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

Sponsored

Amazon Relational Database Service (RDS)

Amazon Relational Database Service (Amazon RDS) makes it easy to set up, operate, and scale a relational database in the cloud. It provides cost-efficient and resizable capacity while managing time-consuming database administration tasks such as hardware provisioning, database setup, patching and backups. It frees you up to focus on your apps so you can give them the better performance, availability, security, and compatibility they need. Amazon RDS is available on 6 familiar database instances: Amazon Aurora, MySQL, PostgreSQL, MariaDB, Oracle Database and SQL Server engines. This means that the code, applications, and tools you already use today with your existing databases can be used with Amazon RDS. Amazon RDS automatically patches the database software and backs up your database, storing the backups for a user-defined retention period and enabling point-in-time recovery. You benefit from the flexibility of being able to scale the compute resources or storage capacity associated with your relational database instance via a single API call. In addition, Amazon RDS makes it easy to use replication to enhance availability and reliability for production databases. Amazon RDS for MySQL also enables you to scale out beyond the capacity of a single database deployment for read-heavy database workloads. As with all Amazon Web Services, there are no up-front investments required, and you pay only for the resources you use.

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Syren Data Quality

Syren Data Quality Services improves consistency, integrity & quality of data through profiling, cleansing, matching & integration.

Who Is the Company Behind Syren Data Quality?

SysInfo CSV Duplicate Remover

SysInfo CSV Duplicate Remover is a powerful and user-friendly tool designed to quickly remove duplicate entries from CSV and vCard (VCF) files. It allows you to clean single or multiple files at once and remove duplicates based on specific rows, columns, or case-sensitive data. The software features a simple, interactive interface, making it suitable for both technical and non-technical users. With this tool, you can organize your CSV and VCF files efficiently, prevent file corruption caused by duplicate entries, and maintain complete data integrity. It also gives you the flexibility to choose where to save the cleaned files and supports all versions of Windows, including the latest Windows 11. A free trial version is available, letting you test the tool and remove up to 25 unique records per file before upgrading to the full version.

Who Is the Company Behind SysInfo CSV Duplicate Remover?

  • Seller: SysInfoTools Software
  • Year Founded: 2010
  • HQ Location: Uttarakhand, India
  • Twitter: @SysInfoTools
    414 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

TopQuadrant

TopBraid EDG is a comprehensive data governance platform designed to help organizations manage, connect, and make sense of their data assets with unmatched flexibility and transparency. Powered by semantic web standards and knowledge graph technology, TopBraid EDG helps build an AI-ready data foundation for governing your data at scale. By seamlessly integrating taxonomies, ontologies, structured and unstructured data, and policies, TopBraid EDG enables dynamic, enterprise-wide semantic interoperability to connect disparate systems, drive smarter decision-making and compliance that inject policy into the data layer. With its scalable, extensible architecture, TopBraid EDG empowers organizations to unlock the full potential of their data while maintaining trust, accuracy, and agility.

Average Rating: 4.7/5.0

Total Reviews: 3

How Do G2 Users Rate TopQuadrant?

  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind TopQuadrant?

  • Seller: TopQuadrant
  • Company Website:
  • Year Founded: 2001
  • HQ Location: Raleigh, US
  • LinkedIn® Page: www.linkedin.com
    35 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium

What Are Recent G2 Reviews of TopQuadrant?

Total Data

TotalData is an artificial intelligence and machine-learning-powered data management solution that helps enterprises of all sizes make the most of their most precious asset, data.

Who Is the Company Behind Total Data?

  • Seller: Damco Solutions
  • Year Founded: 1996
  • HQ Location: Plainsboro, New Jersey
  • Twitter: @damcosol
    2,474 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,198 employees on LinkedIn®

TradeEdge Data Harmonization

An AI-ML based data contextualization platform.

Who Is the Company Behind TradeEdge Data Harmonization?

  • Seller: EdgeVerve Systems
  • Year Founded: 2014
  • HQ Location: Bangalore, India
  • Twitter: @edge_verve
    5,685 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,806 employees on LinkedIn®

Tricentis Data Integrity

Tricentis Data Integrity is a low-code, cloud-native data testing and reconciliation solution that helps enterprises validate the accuracy of data across business processes, data pipelines, and complex IT landscapes. It is a type of data testing and quality solution that helps data engineering, QA, and business teams confirm that data is accurate, consistent, and reliable before it is used for reporting, analytics, or AI initiatives. The product automates data testing and reconciliation across multiple data sources, reducing reliance on manual checks and point solutions that only test a single data source or a single point in time. Data Integrity is built for continuous, end-to-end data testing, so that data quality keeps pace as source systems, data pipelines, and business requirements evolve. It is commonly used for one-time initiatives such as data migrations and ERP upgrades, as well as for ongoing data testing and monitoring across production data pipelines, and is part of the broader Tricentis quality engineering platform alongside functional test automation and performance testing. Key capabilities include: - Automated data validation and reconciliation across multiple sources, migrations, and hybrid environments, checking data against defined business rules - Anomaly detection that identifies data errors early, before they spread to downstream systems and processes - Low-code test authoring that allows both technical and non-technical users to create and maintain data tests - Model-based testing that supports comprehensive coverage and simplifies test maintenance when source systems change - Pre-built connectors for systems including SAP, Salesforce, Oracle, SQL Server, Snowflake, Databricks, Teradata, PostgreSQL, IBM Db2, Google BigQuery, Amazon Redshift, MongoDB, and BI tools such as Power BI, Tableau, and QlikView - Risk-based prioritization that directs testing effort toward the data and processes with the greatest business impact - Customizable dashboards and reporting for tracking data accuracy metrics and testing progress over time Data Integrity is used by large enterprises across financial services, retail, manufacturing, and other data-intensive industries to ensure that critical business decisions are grounded in accurate, validated data. It is particularly relevant for organizations undertaking SAP S/4HANA migrations, cloud data platform consolidations, or AI readiness initiatives where data quality is a foundational requirement.

Who Is the Company Behind Tricentis Data Integrity?

  • Seller: Tricentis
  • Year Founded: 2007
  • HQ Location: Austin, Texas
  • Twitter: @Tricentis
    12,931 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,676 employees on LinkedIn®

UK Companies House Lookup Premium for Dynamics 365

The UK Companies House Lookup Premium tool provides Dynamics 365 users with live company data from the official Companies House API. Users can search by company name or number, view detailed records (including registered address, status, incorporation date, and filing history), and populate fields automatically into CRM records. Built with a clean, modern interface and AppSource-ready structure, it’s the most complete UK business lookup solution for Dynamics 365 consultants and partners.

Who Is the Company Behind UK Companies House Lookup Premium for Dynamics 365?

uProc

uProc offers tools to enhance and enrich database fields. Organizations can benefit from improved internal data flows, better campaigns, classification, and cost reduction. uProc can validate emails, phones or add several fields to a database for better a segmentation. Also, uProc improves forms, and unifies databases. The uProc API supports JSON for responses.

Who Is the Company Behind uProc?

Vista Connect

VistaConnect is a UK-specialist B2B data platform for sales, marketing and data teams who need accurate UK company and contact data in their existing workflows. Enrich your CRM, build targeted prospect lists, and query company data from any system that can call a REST API. One pay-as-you-go credit balance covers all three. No per-seat licensing. No monthly minimums. Our commercial database of 4.8M active UK companies and 6.8M decision-maker contacts is enhanced with Companies House filings and officer data, and kept clean by a live feed that suppresses ceased or dissolved companies within minutes. **Data Audit.** Upload a CSV of your customers or prospects and get a full health check in minutes. The audit is free to run and free to review. Every row is matched against 4.8M UK companies to verify addresses, phone numbers and company status, flag ceased or dissolved companies, and show you what's missing. Credits are charged only if you choose to enhance: appending decision-maker contacts, screening against suppression lists, or adding firmographic fields. Download a cleaned file ready to import when you're done. Useful if you're running quarterly data hygiene, onboarding a new CRM, or prepping an outbound campaign. **List Builder.** Build UK prospect lists in two ways. Apply filters by SIC industry, postcode area, employee count, turnover, year established and contact seniority. Or upload a CSV of your best customers to profile them, generate matching filters and deliver a lookalike list. An interactive UK postcode map visualises geographic coverage before you buy. Every list comes with a 12-month licence, 12 uses per channel (postal, telephone, email), and you only pay for the channels you'll use. For outbound sales, direct mail and multi-channel marketing teams. **UK Company Data API.** Drop in company search, match, enrichment and contact discovery across Salesforce, HubSpot, internal tooling or any REST-capable system. Free company search. Usage-based pricing on the match, enrich and contact endpoints. Full OpenAPI reference. Aimed at developers, RevOps and data engineering teams that need UK company data in their own workflows. Compliance matters here. We're PECR-aware, GDPR-native and TPS/CTPS-ready, and every record we supply comes with a full audit trail.

Who Is the Company Behind Vista Connect?

  • Seller: Data HQ
  • Year Founded: 2001
  • HQ Location: Chelmsford, GB
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

WizRule

WizRule, data auditing, automatically reveals the patterns in the data under analysis and points at cases deviating from these patterns as suspected errors or frauds. A suspected fraud is defined as a case that deviates from a strong rules. Detects interesting phenomena that may lead to fraudulent cases. This tool is used for fraud detection and investigations.

Who Is the Company Behind WizRule?

  • Seller: WizSoft
  • HQ Location: Syosset, NY
  • Twitter: @WizSoft
    10 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Xyzt

xyzt.ai is a high-performance, no-code location intelligence platform designed for scale. The enterprise-grade SaaS platform enables organizations to instantly visualize and analyze billions of spatio-temporal IoT and tracking records in seconds, without requiring custom data engineering or data science teams. Purpose-built for large-scale geospatial, movement, and time-series data, xyzt.ai natively supports all major data formats, including raw GPS traces, map-matched trip paths, and aggregated traffic volumes. With rapid cloud deployment completed in less than a day, users can seamlessly integrate and cross-analyze heterogeneous datasets from connected vehicles, assets, infrastructure, and environmental sensors.xyzt.ai is trusted globally across key industries to turn big data into real-time situational awareness: - Maritime & Ports: Analyze historical and live AIS data to optimize vessel traffic, improve maritime safety, and track port efficiency. - Smart Cities & Urban Mobility: Visualize floating vehicle data (FVD), floating cellular data, and traffic flows to eliminate congestion and support infrastructure planning. - Logistics & Asset Tracking: Monitor supply chain performance, evaluate asset utilization, and improve operational safety. - Sustainability: Drive green initiatives through emissions tracking, resource optimization, and environmental impact evaluation. What differentiates xyzt.ai is its unique blend of massive scale, total data privacy by design, and extreme usability. Domain experts can interactively explore billions of records, detect AI-driven anomalies, and unlock hidden trends instantly through a seamless, self-service visual analytics experience.

Who Is the Company Behind Xyzt?

  • Seller: xyzt.ai
  • Year Founded: 2020
  • HQ Location: Leuven, BE
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Y42

Y42’s Turnkey Data Orchestration Platform with embedded Observability gives data practitioners a unified space to reliably build, monitor, and maintain the flow of data to power their business analytics and AI applications. Y42 provides native integration of best-of-breed open-source data tools, comprehensive data governance, and better collaboration for data teams. With Y42, organizations enjoy increased accessibility to data and can make data-driven decisions reliably and efficiently.

Average Rating: 4.9/5.0

Total Reviews: 21

How Do G2 Users Rate Y42?

  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Y42?

  • Seller: Y42
  • Year Founded: 2020
  • HQ Location: Berlin, DE
  • Twitter: @y42dotcom
    276 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 52% Small, 38% Medium

What Are Recent G2 Reviews of Y42?

What Are G2 Users Discussing About Y42?

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