Total Products under this Category: 346
Last updated: November 01, 2026
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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.
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)
Merge, clean, dedupe and reformat data with a few clicks
Average Rating: 5.0/5.0
Total Reviews: 1
"Easy Data Transform - Powerful Tool"
Rating: 5.0/5.0 stars
— Stephen G.
Analyze and improve the quality of your data with Enlighten's complete data quality suite. Understand the state of your data and identify potential anomalies. Cleanse and normalize your data to your own standards. Identify and remove duplicate records from your database. Validate and enrich address data. Link customers records into households.
Average Rating: 5.0/5.0
Total Reviews: 2
"Innovative tool for improved functionality"
Rating: 5.0/5.0 stars
— Anjali S.
Rating: 5.0/5.0 stars
— Alvaro G.
eQube®-DaaS is a Low/No-Code Data Integration & Analytics Platform that establishes a Data Fabric connecting various sources in an organization. It enhances visibility and enables insights through two suites: Integration and Analytics. Users can handle diverse data types, formats, speeds, systems, application or device without requiring coding, ensuring secure collaboration across networks. Deployable on-premises, in multi-cloud, or hybrid setups, eQube®-DaaS consists of six components: eQube®-MI (Migration & Integration), eQube®-TM (Transformation Modeler), eQube®-AG (API Gateway), eQube®-BI (Business Intelligence), eQube®-ADA (Augmented Data Analytics), and eQube®-DP (Data Profiler), for versatile data management solutions. These components can be used individually or in combination to create a comprehensive data management solution.
Average Rating: 5.0/5.0
Total Reviews: 1
AI-generated summary from verified user reviews
"A Powerful Tool for Data Integration and Analytics"
Rating: 5.0/5.0 stars
— Ritik P.
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Global IDs is an innovative software company delivering purpose-built solutions for data-centric organizations. Global IDs is committed to helping organizations of any size solve business problems with core metadata management techniques in an automated and scalable approach. Our integrated platform delivers key capabilities that enable transparency, trust and traceability of your data assets. A highly automated approach to implementing a Data Governance methodology that drives cost optimization and revenue growth by uncovering hidden insights and opportunities.
Average Rating: 4.2/5.0
Total Reviews: 3
"Degital store data in system"
Rating: 5.0/5.0 stars
— Verified User in Financial Services
"Transparency, Traceability, Trust along with Analytics for your enterprise data"
Rating: 4.0/5.0 stars
— Sumeet J.
DataCleaner is your comprehensive data quality Swiss army knife.
Average Rating: 3.5/5.0
Total Reviews: 1
AI-generated summary from verified user reviews
iData is an easy to use, forward-thinking, automated and repeatable on-premise solution designed to reduce the complexities in your data migrations, at the same time provide rapid 100% assurance and coverage of all your migrated data. What does iData do? Achieves 100% assurance and 100% coverage of all your migrated data. Rapid execution of scripts to provide feedback in minutes not weeks or months Easy to use and tailor made to fit your unique requirements Provides automated generation of script templates Assures against corrupted data fields Identifies missing records Traces and corrects failing records. Captures and displays in easy to understand reports Why do you need iData for your Data Migrations? No other tool provides comparison and assurance for migrated data iData manages the changes made during your migration and automates comparison of all records 100% assurance for migrated data The only tool in the market that is tailored to fit your unique requirements A unique primary focus on testing, and assurance Lightweight and easy to deploy
Average Rating: 4.0/5.0
Total Reviews: 1
"Great product and Responsive Team"
Rating: 4.0/5.0 stars
— Tara T.
Infoveave is an AI-powered unified data platform that helps enterprises automate data pipelines, improve data quality, enable predictive analytics, and turn insights into measurable business actions — all within a single environment. Unlike traditional BI tools or standalone ETL platforms, Infoveave connects the entire data lifecycle from ingestion and transformation to governance, analytics, and operational execution. Infoveave is built on a strong foundation of data governance and data security, ensuring consistent data management, compliance, and protection. With capabilities like data lineage tracking, metadata management, row-level security, and audit trails, the platform helps maintain data integrity and control. Key Features Fovea - AgenticAI Assistant Infoveave's AgenticAI, Fovea, is embedded across the platform. Fovea assists in building data transformations, suggesting insights, automating workflows, and simplifying advanced analytics, reducing technical dependency and improving cross-team adoption. Data Automation & Integration • 50+ native connectors (cloud apps, databases, warehouses) • Automated data ingestion & transformation • Workflow orchestration with monitoring & alerts • Real-time pipeline visibility AI-Powered Analytics & Predictive Modeling • AutoML for predictive insights • What-if scenario planning • Python integration for advanced modeling • API-accessible analytics endpoints Conversational Dashboards & Self-Service BI • Natural language queries • 100+ interactive visuals • Drill-down exploration • Scheduled & automated reporting Built-in Data Quality & Governance • Automated validation & anomaly detection • Data catalog & lineage tracking • Role-based access control • Audit trails & governance workflows Data Apps & Operational Workflows • Low-code applications • Integrated data capture forms • Automated decision triggers • Insight-to-action workflows Business Value • Faster deployment of data pipelines • Improved data accuracy and trust • Reduced reliance on multiple disconnected tools • Faster decision-making cycles • Measurable operational efficiency Infoveave unifies data automation, AI-powered analytics, governance, and operational workflows into one intelligent platform — turning enterprise data into trusted, actionable decisions.
Average Rating: 4.9/5.0
Total Reviews: 9
AI-generated summary from verified user reviews
"Scalable data automation for multi-site operations: Our unified source of truth"
Rating: 5.0/5.0 stars
— Satish G.
"Infoveave Delivers Powerful, User-Friendly Shopfloor Intelligence"
Rating: 5.0/5.0 stars
— Chore R.
iugum Data Software helps Improve your data management software to cleanse, match and merge your lists, datasets or databases.
Average Rating: 4.0/5.0
Total Reviews: 1
Rating: 4.0/5.0 stars
— Verified User in Computer Software
Konstellation is a data observability tool. Konstellation observes the scoped data sets, identifies anomalies, and prioritizes incidents. Fix What Matters is a fully automated approach to detecting data issues at scale, identifying their root cause, and serving as a prioritized list of incidents based on their impact on the business.
Average Rating: 5.0/5.0
Total Reviews: 1
Rating: 5.0/5.0 stars
— William S.
Empower Your Data Engineers with Lariat: The Solution for Continuous Data Quality Monitoring. Lariat stands out as a cutting-edge platform, specifically designed to proactively identify and address data inconsistencies before they impact your end-users. This robust tool is your safeguard against the challenges posed by evolving business logic, fluctuating input data, and dynamic infrastructure changes. With Lariat, ensure the reliability and integrity of your data products, freeing your data engineers from the burden of constant troubleshooting.
Average Rating: 4.0/5.0
Total Reviews: 1
"Monitoring Data the right way"
Rating: 4.0/5.0 stars
— Verified User in Consulting
Create Spare Parts in SAP ERP from SAP Asset Intelligence Network in One Step Utilize the MDO Spare Parts app for SAP Asset Intelligence Network to trigger the creation of materials in SAP ERP using MDO. Select the spare parts you want to have in SAP ERP and press Go!
Average Rating: 5.0/5.0
Total Reviews: 1
Rating: 5.0/5.0 stars
— Tanay M.
Pantomath is pioneering the Data Operations Center (DOC), establishing a centralized, AI-driven platform necessary to manage data reliability as a strategic operational function. We are the first platform designed to continuously monitor, diagnose, and autonomously resolve data incidents across the entire cross-platform data ecosystem. Our approach transforms data reliability from a constant liability into an assured competitive advantage. Using purpose-built AI agents and a proprietary cross-platform interoperable data fabric, Pantomath automates the entire incident lifecycle: identifying the issue, pinpointing the single root cause, and executing immediate containment and mitigation. We empower organizations to move beyond costly reactive fixes, ensuring trustworthy data is delivered consistently and confidently to all stakeholders and consuming systems. Pantomath is designed for platform reliability teams, data engineers, and leaders responsible for data quality and SLAs. It supports critical use cases such as: - Detecting and resolving data incidents before stakeholders are affected - Unifying metadata, lineage, and job execution data for faster RCA - Automating resolution workflows and reducing mean time to acknowledge, detect, and resolve - Improving data trust across business teams by enabling transparency and accountability Key capabilities include: - Automated Discovery and Monitoring: Map and monitor pipelines, datasets, stored procedures, and dependencies across your stack. - AI-Powered RCA and Recommendations: Use built-in copilots to surface root cause and next steps in minutes. - Incident Correlation and Impact Analysis: Highlight downstream impact and notify the right teams in real time. - Autonomous Remediation: Self-heal pipelines through configurable automation policies. - Bring Your Own Catalog (BYOC): Integrate existing metadata tools to centralize data context. Pantomath gives enterprises a systemic, automated approach to data reliability - delivering trust, reducing noise, and empowering teams to scale data operations with confidence.
Average Rating: 4.7/5.0
Total Reviews: 15
AI-generated summary from verified user reviews
"First-class data pipeline lineage and visualization"
Rating: 5.0/5.0 stars
— Trevor H.
"Pantomath: A game changer for Traceabiliity and observability in data pipelines"
Rating: 5.0/5.0 stars
— Maritza A.
SQL Power DQguru is a comprehensive data cleansing and Master Data Management (MDM tool designed to enhance data quality across various business entities, including customers, products, employees, and suppliers. By providing a 360-degree view of these entities, DQguru ensures that organizations have accurate and reliable data for informed decision-making. Key Features and Functionality: - Intuitive Graphical User Interface (GUI: Facilitates quick adoption and ease of use for data analysts. - Transform Process Interface: Allows rapid development and deployment of data conversion workflows. - Customizable Data Matching Criteria: Enables users to define specific rules for identifying duplicates. - Duplicate Verification and Merging: Utilizes an innovative interface to identify and merge duplicate records along with their related data. - Cross-Reference Table Generation: Links source system identifiers to target database identifiers for seamless data integration. - Extensive Transformation and Matching Functions: Includes concatenation, phonetic coding (Double Metaphone, Metaphone, Refined Soundex, Soundex, case conversion, string substitution, and substring operations. - Multiple Levels of Data Transformation: Offers match, merge, and cleansing engines to identify duplicates, remove redundant records, and reformat data as per defined rules. - Broad Database Support: Compatible with various databases for both source and target data integration. Primary Value and Problem Solved: SQL Power DQguru addresses the critical challenge of maintaining high-quality data within organizations. By automating data cleansing processes, validating and correcting addresses, and eliminating duplicates, it ensures that businesses operate with complete and accurate information. This leads to improved operational efficiency, better customer relationship management, and more reliable analytics and reporting. Whether for initial data migration or ongoing data maintenance, DQguru provides a robust solution to uphold data integrity across the enterprise.
Average Rating: 3.0/5.0
Total Reviews: 1
AI-generated summary from verified user reviews
PRODUCTION-FAITHFUL TEST DATA FOR EVERY AGENT, MIGRATION AND TEST. The Synthesized platform is an AI-intelligent test data management (TDM) solution that unifies test data generation and lifecycle operations across SAP and non-SAP systems. It helps teams prepare production-faithful data for continuous testing, without the burden of manual data preparation. WHAT IS SYNTHESIZED? The Synthesized platform is an AI-native test data management platform for SAP, enterprise applications and AI-driven testing. It is the only end-to-end TDM platform that unifies SAP and non-SAP test data generation and core test data operations in one enterprise-wide solution. Teams can mask sensitive data, create consistent subsets and generate the records production does not contain. Data stays connected across applications, supporting reliable testing of complete business processes rather than isolated tables. The platform combines generation, copying, time slicing, masking, subsetting and provisioning. Scheduled and automated refreshes deliver data into CI/CD pipelines, test automation and agent evaluations. UNIFIED TDM: SAP & NON-SAP COMPLIANT DATA Non-native SAP TDM struggles with complex modules, expensive full-copy refreshes, and stalled automation. Synthesized is built differently. AI-native, not retrofitted Built for AI-ready enterprises and Agentic QA. ML-driven test data generation and AI-powered schema discovery are core to the platform, not add-ons. SAP-native intelligence Purpose-built SAP HANA / S/4HANA integration understands module boundaries, virtual foreign keys, and business logic, where generic TDM tools break. One platform for SAP + non-SAP Uniquely unifies SAP and non-SAP TDM in a single control plane, so end-to-end flows across S/4HANA, Ariba, and Salesforce stay consistent. Governed & compliant by default Policy-driven privacy controls aligned to GDPR and SOX remove PII while retaining realism across every non-production environment. No vendor lock-in Private cloud, on-prem, or hybrid deployment with a minimal footprint adapts to your enterprise architecture, not the other way round. CAPABILITIES SAP-native integration Direct SAP HANA / S/4HANA connectivity with module-aware scoping and virtual foreign-key mapping that understands master & transactional data and SAP business logic. Test data generation ML-driven test data that mirrors SAP distributions while removing PII, preserving business logic and edge cases at any scale. Lifecycle automation Copy, time-slice, subset, mask, generate, and provision: every operation from one SAP-native TDM platform. Cross-system coverage Consistent datasets across SAP and non-SAP apps for Order-to-Cash, Procure-to-Pay, Record-to-Report, and more. Schema intelligence AI-powered discovery of SAP module relationships and dependencies, cutting initial setup from weeks to hours. DevOps & CI/CD API, CLI, YAML & business-UI workflows and data-as-code embed test data into CI/CD, GitOps, and environment refreshes. Deployment options Private cloud, on-prem, or hybrid deployments with a minimal footprint and no vendor lock-in. EASY FLEXIBLE USE Sythesized is easy to use, with rapid time to value for technical and non-technical users. 1. Easier adoption and faster value: Guided, low-code workflows simplify test data preparation. Teams can get started faster and make repeatable refreshes part of everyday testing. 2. Fewer specialist prerequisites: Teams can prepare test data without first becoming programming or database experts. This reduces reliance on specialist skills for routine tasks. 3. SAP complexity handled for you: AI-powered relationship discovery reduces manual mapping across SAP modules and connected systems. Business-process-level generation preserves the relationships and business logic needed for scenarios such as Order-to-Cash and Procure-to-Pay. 4. Broader SAP ecosystem coverage: Expanded API-level support extends test data workflows across the SAP ecosystem. Teams can coordinate SAP and connected non-SAP test data through one platform. 5. SAP Clean Core alignment: The API-level approach supports a Clean Core-aligned test data strategy. Teams can modernise test data operations while keeping SAP core integrity central to their architecture. Synthesized runs inside your own environment, keeping production data within your boundary. It supports continuous SAP testing, S/4HANA migration validation and cross-system testing, with availability on SAP Store. For organisations moving towards the autonomous enterprise, the proposition is practical: make trusted test data easier to access, automate and govern. Give every team a stronger foundation for testing change.
Average Rating: 4.5/5.0
Total Reviews: 1
"Best API level production like testing data provider."
Rating: 4.5/5.0 stars
— Hiten A.
Uniserv is the largest expert of data quality, data integration and data management solutions in Europe.
Average Rating: 5.0/5.0
Total Reviews: 1
Rating: 5.0/5.0 stars
— Verified User in Accounting
