Best Data Quality Tools - Page 21

How Many Data Quality Tools Products Does G2 Track?

Total Products under this Category: 350

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
  • 13,900+ Authentic Reviews
  • 350+ 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, DQLabs, and Melissa Data Quality Suite.

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=dqlabs&focus%5B%5D=melissa-data-quality-suite&segment=all)

RegAssure Accuracy

Reg-X Accuracy – Regulatory Data Assurance Reg-X Accuracy helps financial institutions ensure that their regulatory reporting data is not just submitted, but correct, complete, and defensible. In today’s regulatory environment, submission alone is no longer sufficient. Regulators expect firms to demonstrate the accuracy, completeness, and control of their reported data. This has shifted the focus from reporting activity to reporting assurance. Firms are now required to evidence not only what has been reported, but also the quality, lineage, and integrity of the underlying data. This expectation is particularly relevant under regimes such as EMIR Refit and MiFIR, where data quality, reconciliation, and consistency are subject to increased scrutiny. Reg-X Accuracy addresses this requirement by providing a structured approach to validating, reconciling, and continuously testing regulatory data across its lifecycle. The solution is designed to identify issues both before and after submission, enabling firms to detect inaccuracies early, resolve breaks efficiently, and maintain confidence in their reporting outputs. It also provides the transparency required to evidence data quality and control to internal stakeholders and regulators, reducing the risk of regulatory challenges, remediation programmes, and operational disruption. Key capabilities include: 1. Pre-submission validation: Identify inaccuracies, missing fields, and rule breaches before reports are submitted, reducing rejection risk and avoiding costly downstream corrections. 2. Reconciliation across counterparties and repositories: Detect mismatches, breaks, and inconsistencies across reporting entities, improving alignment and strengthening overall data integrity. 3. Data completeness and control checks: Ensure that all reportable trades and required fields are captured accurately, reducing gaps and supporting full regulatory coverage. 4. Ongoing assurance and monitoring: Continuously test and monitor reporting data to identify emerging issues as reporting evolves, enabling a proactive rather than reactive approach. 5. Audit-ready transparency: Provide clear, structured evidence to demonstrate data accuracy, control, and compliance, supporting both internal governance and external regulatory expectations. Reg-X Accuracy is built on a simple principle: accepted reports are not always accurate. By embedding validation, reconciliation, and control into the reporting lifecycle, it enables firms to move from reactive issue resolution to a proactive, controlled, and measurable approach to data quality. This shift allows firms to better manage regulatory expectations while improving internal confidence in reporting outputs. Designed for firms operating under regimes such as MiFIR, EMIR Refit, SFTR, and other global reporting obligations, Reg-X Accuracy helps reduce regulatory risk, improve confidence in reported data, and strengthen reporting governance. As reporting complexity continues to increase across jurisdictions, it provides a scalable and consistent framework to maintain control, improve operational efficiency, and support evolving regulatory expectations.

Who Is the Company Behind RegAssure Accuracy?

Revefi

Revefi introduces Raden, the world's first AI Data Engineer, designed to augment data teams by automating complex data operations. Raden functions as both an Autopilot and CoPilot, assisting in ensuring high-quality data, managing data pipelines, optimizing data expenditure, and enhancing operational performance and efficiency. With a zero-touch setup, users can experience results within five minutes, achieving up to a 50% reduction in data spend and a tenfold improvement in operational efficiency.

Who Is the Company Behind Revefi?

  • Seller: Revefi
  • Year Founded: 2021
  • HQ Location: Redmond, US
  • LinkedIn® Page: www.linkedin.com
    41 employees on LinkedIn®

RingsTrue

RingsTrue cleanses, formats, and validates Salesforce Telephone records Have you ever called a telephone number in Salesforce and found the number was badly formatted or incorrect? RingsTrue helps with that! RingsTrue cleanses, formats and validates telephone numbers in Salesforce, all from one click of a button.

Who Is the Company Behind RingsTrue?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of RingsTrue?

What Are G2 Users Discussing About RingsTrue?

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How it works

RowLoom

Anyone who deals with recurring CSV exports — from a supplier, a bank, a marketplace, a client — knows the drill: dates in three different formats, trailing whitespace, numbers as text, empty rows breaking your import. RowLoom is a free browser tool that cleans and standardizes CSVs. Drop in a file with no signup for a one-off, or create an account to save a "schema" (your target column layout) — RowLoom auto-suggests and remembers the mapping so the next file from the same source is a one-click job.

Who Is the Company Behind RowLoom?

Rudol

Unlock the real power of your Data In today's data-driven landscape, the quality of your data is paramount. Poor data quality can lead to wrong business decisions, poor quality software or biased AI trainings, due to inaccurate, incomplete, or unreliable information. Enter Rudol, your data quality partner, designed to elevate your data quality game to new heights. Rudol is a comprehensive data quality platform that empowers organizations to maximize the value of their data. It's tailor-made for enterprises that recognize the importance of data quality, from improving decision-making to regulatory compliance, machine learning training or simply reducing problems in published software. And it does it for your whole organization, because it requires no technical background or coding skills whatsoever, its completely self service with 24/7 support, and all user accounts are Free, because the subscription cost is determined by the volume of your Data, enabling your whole structure to be part of the process. The foundation of data quality is understanding the landscape of your Assets. Rudol's Data Catalog allows organizations to bring order to their stack, by adding data sources from the most popular technologies, whether it's structured SQL databases, spreadsheets, dashboards, or even streaming sources. Then teams can perform Governance processes and define Owners, classify under Domains or Tags, put sensitive labels and help teams discover unknown sources for their projects. For those who don't want to have another browser tab opened, Rudol provides Slack, Microsoft Teams and Google Chrome plugins with vast functionalities, so you can find and share resources while chatting with another team member, or in your browser as a sidebar, while using your favorite analytics platform. Enabling Data Quality is a tedious process, Business Stakeholders have to chime in trying to translate their vision into technical requirements, and Software Engineers have to interpret those requirements, for coding boring, repetitive and time consuming scripts. This process is done with friction, and is very difficult to maintain over time, so Rudol bypasses this process by giving Business Stakeholders easy to build Validations that require no coding background and are extremely easy to configure. Choose from more than 15 Business Rules Validations or let Rudol parse your Data to pre configure some of them, the process takes less than 3 minutes and you can massively configure Validations to all your Assets in an instant. Releasing your Data Team from this repetitive tasks is crucial for optimizing their work and getting more value out of the practice, that's why Rudol also offers AI Validations to detect Anomalies where no business rules are defined. Use one of our 3 models to detect inconsistencies where not even Business Stakeholders can notice, and proactively notify your interested roles to identify hidden problems or false positives, because the models learn and improve with your feedback. Rudol also offers Lineage level traceability for Root Cause and Impact Analysis, allowing you to trace data from source to destination across data pipelines. Understand the upstream and downstream implications of any data issue, promoting accountability and transparency, or copy Validations accross your pipeline flow for higher quality coverage. With Rudol, Data Quality becomes accesible and easy to execute. It's designed for all levels of technical expertise, allowing everyone in your organization to participate in maintaining data quality. Rudol enhances decision-making, reduces infrastructure costs, and empowers organizations to make the most out of their data. Don't let poor data quality hinder your success. Choose Rudol and enable the real power of your Data.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Rudol?

  • Seller: Rudol
  • Year Founded: 2022
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Rudol?

SAP Business Technology Platform

SAP Business Technology Platform (SAP BTP) is a multi-cloud platform-as-a-Service optimized to work with SAP solutions. It is a unified platform of technologies SAP uses for its own innovation, to extend and integrate business applications, and to infuse artificial intelligence and context-aware business data. SAP BTP brings together intelligent enterprise applications with database and data management, analytics, integration and extension capabilities into one platform for both cloud and hybrid environments, including hundreds of prebuilt business content and integrations for faster time-to-value. It can be used to create personalized experiences across business processes, build applications, analytics, and integrations faster, and to run mission-critical innovation confidently on major cloud providers' infrastructure fully managed by SAP. SAP BTP offers a range of capabilities and services that: - offers fit-for-purpose tools and services that are optimized for SAP applications along with composable bespoke business processes - provides an open environment with pre-built connectors to 3rd party apps and the availability to run on leading hyperscaler IaaS Clouds (AWS, Azure, GCP, etc.) connects AI & ML into business processes to enhance intelligence, automation, and productivity - delivers security and improved insights by keeping contextual data close to core business processes and applications - enables future-proofing by keeping core systems clean, greatly reducing technical debt to take advantage of cloud economics

Average Rating: 4.4/5.0

Total Reviews: 397

How Do G2 Users Rate SAP Business Technology Platform?

  • Quality of Support: 8.5/10 (Category avg: 8.9/10)

Who Is the Company Behind SAP Business Technology Platform?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP
  • Phone: +1 (800) 872-1727

Who Uses This Product?

  • Who Uses This: Software Engineer, System Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 39% Large, 36% Medium

What Do G2 Reviewers Say About SAP Business Technology Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of SAP Business Technology Platform for its integration and streamlined operations.
  • Users appreciate the seamless integrations offered by SAP Business Technology Platform, enhancing efficiency and simplifying their workflows.
  • Users value the easy integrations of SAP Business Technology Platform, streamlining workflows and enhancing productivity significantly.
  • Users value the accelerated integration and innovation SAP BTP offers, making it a vital tool for modern businesses.
  • Users value the unified platform of SAP Business Technology Platform for seamless integration and efficient data management.
Cons
  • Users find the steep learning curve challenging, especially for those lacking prior experience, complicating the initial setup.
  • Users experience a steep learning curve and complexity that can hinder initial use and navigation of SAP BTP.
  • Users find the high costs of SAP Business Technology Platform to be a significant drawback of the overall experience.
  • Users struggle with the steep learning curve of SAP Business Technology Platform, complicating initial setup and usage.
  • Users often find the difficult learning curve of SAP BTP to be a significant barrier for newcomers.

What Are Recent G2 Reviews of SAP Business Technology Platform?

What Are G2 Users Discussing About SAP Business Technology Platform?

SAP Data Services

SAP Data Services is a comprehensive enterprise solution designed to enhance data integration, quality, and cleansing across organizations. As part of the SAP Business Technology Platform, it ensures that businesses have access to trusted, relevant, and timely information, thereby facilitating improved decision-making and operational efficiency. The software supports both structured and unstructured data, enabling seamless integration from various SAP and third-party sources, whether on-premises or in the cloud. By transforming raw data into a reliable resource, SAP Data Services helps streamline processes and maximize organizational efficiency. Key Features and Functionality: - Universal Data Access: Integrate data from all enterprise sources and targets using built-in, native connectors, ensuring comprehensive data accessibility. - Native-Text Data Processing: Extract meaningful insights from unstructured text data, enhancing business intelligence capabilities. - Intuitive User Interfaces: Standardize, correct, and match data with ease, reducing duplicates and identifying relationships through user-friendly interfaces. - Data Quality Dashboards: Monitor and visualize the impact of data quality issues across downstream systems and applications, facilitating proactive management. - Simplified Data Governance: Utilize a centralized business rule repository and object reuse to transform various data types, promoting consistent data governance. - High Performance and Scalability: Address high-volume data needs with parallel processing, grid computing, and bulk data loading capabilities, ensuring efficient data handling. Primary Value and User Solutions: SAP Data Services empowers organizations to unlock the full potential of their data by providing a unified platform for data integration and quality management. It addresses common challenges such as data silos, inconsistent data quality, and complex data landscapes by offering tools that standardize and cleanse data, reduce redundancies, and identify relationships. This leads to improved decision-making, operational efficiency, and a comprehensive view of business information. By connecting critical data across various environments—on-premises, cloud, or big data platforms—SAP Data Services enables businesses to discover valuable insights and drive better outcomes.

Average Rating: 4.7/5.0

Total Reviews: 10

How Do G2 Users Rate SAP Data Services?

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

Who Is the Company Behind SAP Data Services?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP
  • Phone: +1 (800) 872-1727

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 64% Large, 27% Small

What Do G2 Reviewers Say About SAP Data Services?

AI-generated summary from verified user reviews

Pros
  • Users find SAP Data Services to be very user friendly, enabling quick learning and smooth implementation.
  • Users appreciate the 24-hour customer support of SAP Data Services, enhancing their overall experience and satisfaction.
  • Users value the easy integrations of SAP Data Services, enabling seamless connectivity with various platforms and agencies.
  • Users appreciate the implementation ease of SAP Data Services, finding it smooth and user-friendly for corporate operations.
  • Users appreciate the easy integration with government agencies through SAP Data Services, streamlining corporate operations efficiently.
Cons
  • Users find the new graphic UI confusing, but they still manage to use the system effectively.
  • Users find the learning curve steep, needing significant training to use SAP Data Services effectively.
  • Users find that the tool necessitates extensive training before they can work effectively with SAP Data Services.

What Are Recent G2 Reviews of SAP Data Services?

ScrapeCheck

ScrapeCheck answers one question per row of your data: is this value actually on its source page, right now? It independently re-fetches the page and returns a verdict of pass, fail, or unverifiable. A claim is never certified unless the re-fetched page contains it, and anything unconfirmed returns unverifiable, never a guess. Every verdict is ed25519-signed and verifies offline with an open-source verifier, so your customers or counterparties can check any result without trusting us. Two ways to buy: a Dataset Audit ($500 flat, up to 5,000 rows, signed report within 72 hours of receiving your data, $250 to begin, full refund if our fit check finds your data won't verify well) and a pay-per-check API ($0.01 per full check, first 100 free) that AI agents can pay directly. Scope stated plainly: server-rendered public pages; JavaScript-only content returns unverifiable by design.

Who Is the Company Behind ScrapeCheck?

Screena

Screena is a cloud-based solution powered by AI for name matching and identity verification. Our screening API provides endpoints to supercharge KYC/AML, transaction screening, due diligence, risk and fraud management applications. Screena reduces false positives and negatives with unrivaled precision at speed and at scale thanks to its unique "algo-as-a-service" technology that blends machine learning with option-based context-adaptive algorithms.

Who Is the Company Behind Screena?

  • Seller: Screena
  • Year Founded: 2013
  • HQ Location: New York, New York, United States
  • LinkedIn® Page: www.linkedin.com
    243 employees on LinkedIn®

SDF

SDF is a next-generation build system for data infrastructure. It's a tool that can help data scientists and engineers streamline their workflows.

Who Is the Company Behind SDF?

  • Seller: SDF
  • Year Founded: 2016
  • HQ Location: Philadelphia, Pennsylvania, United States
  • LinkedIn® Page: www.linkedin.com
    874 employees on LinkedIn®

SERAM

SERAM provides easy, distributed data collection with configurable backend for data computation, aggregation & analysis in one web application. It is built to accommodate EHS & generic KPI needs of companies of any size.

Who Is the Company Behind SERAM?

Serj

Serj indexes huge volumes of data with minimal resources needed for query.

Who Is the Company Behind Serj?

  • Seller: Validin
  • Year Founded: 2021
  • HQ Location: Melbourne, US
  • LinkedIn® Page: linkedin.com
    5 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated March 10, 2026