10 Best Data Virtualization Software and Tools

Data virtualization technology is based on the execution of distributed data management processing, primarily for queries, against multiple heterogeneous data sources, and federation of query results into virtual views. This is followed by the consumption of these virtual views by applications, query/reporting tools, message-oriented middleware or other data management infrastructure components. Data virtualization can be used to create virtualized and integrated views of data in-memory, rather than executing data movement and physically storing integrated views in a target data structure. It provides a layer of abstraction above the physical implementation of data, to simplify querying logic.

1. Atscale

Created by big data and business intelligence veterans, AtScale bridges the gap between the business user (and their favorite visualization tools) and their underlying big data data platform.

they started AtScale based on our personal experiences building business intelligence solutions on big data at companies like Yahoo, Klout, and Conductor.

After struggling with existing technologies year after year, we decided it was time to solve the problems we encountered – and AtScale was born.

AtScale is already working with customers across multiple industries – from direct marketing services to online gaming to consumer retail – to deliver on the promise of BI on big data.

they are proud to count some of the brightest big data minds as part of our team. their investors and advisors provide tremendous value to our organization and they hope that together we can make the world of big data a better place .

2. cdata

CData Sync is a data warehouse management platform that helps businesses create and maintain a replicate of cloud data to any database. The application supports various databases such as SQL Server, MySQL, DB2, Mongo, Cassandra, Redshift, S3, Snowflake, BigQuery and more. Features of CData Sync include reporting, data capture and transfer, data extraction, analytics, transaction monitoring, archive and more.

Professionals can use the application to schedule data backups by setting up replication intervals. Additionally, it lets administrators manage full and partial replication scenarios and store critical data in a centralized repository. CData Sync facilitates integration with various third-party applications such as HubSpot, Sage Intacct, QuickBooks Online, Microsoft Dynamics 365 and more. Pricing is available on an annual subscription and support is extended via phone, email and other online measures.


Datameer is the all-in-one solution for exploring, preparing, visualizing, and cataloging Snowflake insights. Your new favorite tool for answering data questions. Speed up your analytics workflow by transforming datasets to answer ad-hoc questions and support operational dashboards. And best of all, everything happens in Snowflake. Datameer is designed and optimized for Snowflake to reduce data movement and increase platform adoption.

4. Data virtuality

Data Virtuality offers two products to flexibly solve data integration and management problems in a tailored way that best suits data teams in the fast-paced world of data. Data Virtuality Platform – Data Virtualization for Flexible Data Architectures By uniquely combining data virtualization and data replication, Data Virtuality Platform provides data teams the flexibility to always choose the right method for the specific requirement.

It is an enabler for Data Fabric and Data Mesh by providing the self-service capabilities and data governance features that are indispensable for these frameworks. Enterprises around the world, such as BSH, PGGM, PartnerRe or Crédit Agricole use the Data Virtuality Platform to build modern data architectures that meet today’s and tomorrow’s business requirements. Pipes – Easy and Reliable Data Replication With Pipes, anyone can build data pipelines from 200+ available sources to a data warehouse with just a few clicks. Fully automated and without any coding. Many businesses from the E-Commerce and Marketplace space, as well as Marketing Agencies choose Pipes to always have fresh data at any time. With Pipes Professional, data teams can additionally build their custom data pipelines with SQL and make use of job dependencies as well as advanced replication types.

5. Denodo

We enable organizations to connect to all of their data in real-time. Denodo is the leader in logical data fabric powered by data virtualization providing data access, data governance, and data delivery capabilities across the broadest range of enterprise, cloud, big data, and unstructured data sources without moving the data from their original repositories. Denodo’s customers across every major industry have gained significant business agility and ROI.

The Denodo Platform offers an active data catalog for semantic search and enterprise-wide data governance, industry-leading smart query acceleration powered by AI, automated cloud infrastructure management for multi-cloud and hybrid deployments, and embedded data preparation capabilities for self-service yet well-governed and secure analytics.

6. Informatica

Informatica Business Solutions is a leader in enterprise cloud data management, They are prepared to help intelligently leader in any sector, category, or niche.

Digital transformation changes expectations: better service, faster delivery, with less cost. Businesses must transform to stay relevant, and data holds the answers. As the world’s leader in Enterprise Cloud Data Management, we recognize a generational market disruption in data is underway. We are entering Data 3.0, where data powers digital transformation, and we’re prepared to help you intelligently lead—in any sector, category or niche. Informatica provides you with the foresight to become more agile, realize new growth opportunities, and create new inventions. With 100 percent focus on everything data, we offer the versatility needed to succeed. We invite you to explore all that Informatica has to offer—and unleash the power of data to drive your next intelligent disruption.


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8. Stone bond technologies

Enterprise Enabler (EE) is a single integrated platform that allows customers to easily build integrations across different modalities, including ETL, EAI, ESB, and Data Virtualization (DV). With EE you can federate, transform, and connect disparate data sources for projects, including web portals, BI dashboards, and others. Enterprise Enabler gives you the ability to access, federate, and deliver real-time data from its original source(s) and review it through a single environment, regardless of where the data resides. With its exceptional easy to use graphical interface and its Integration Integrity Manager (IIM), you can configure, modify, and manage your corporate data flows and systems with none/minimal custom coding.


TIBCO Spotfire® is a data visualization platform that aims to speed individual time to insight and spur analytics adoption across the organization. According to the vendor, Spotfire helps users quickly and easily generate insights with three new ways to support their analytical preferences: NLQ powered search, AI-driven recommendations, and direct manipulation. Users can add context with native streaming for integrated analyses of real-time and historical data, best-in-class geoanalytics, and one-click predictive analytics to go beyond basic visualizations and understand the factors driving trends and what will happen next.

TIBCO Cloud Spotfire® provides the same business intelligence tools as Spotfire Desktop, with the addition of web authoring.

According to the vendor, Spotfire’s differentiating hybrid in-memory/in-database analytics architecture supports the most demanding enterprise needs, easily scaling to thousands of users and limitless rows of data.

Spotfire is deployed in companies in financial services, energy, manufacturing, consumer packaged goods, government, travel & logistics, helathcare, life sciences and more.

10. VMware

Virtualization software creates an abstraction layer over computer hardware that allows the hardware elements of a single computer— processors, memory, storage, and more— to be divided into multiple virtual computers, commonly called virtual machines (VMs). Each virtual machine runs its own operating system (OS) and behaves like an independent computer, even though it is running on a portion of the actual underlying computer hardware.

As you can imagine, virtualization enables more efficient utilization of computer hardware and enables a greater return on an organization’s hardware investment. It also enables cloud providers— public or private— to serve more users with their existing physical computer hardware.

VMware’s virtualization products are now a crucial part of many enterprises’ IT infrastructures. 


The market is moving towards data and many new techniques and technologies are being developed to cater to different needs and provide the utmost efficiency. 

Data Virtualization helps in creating views and performing operations on data without actually moving the data.

Also, Data virtualization protects the original data and saves storage by creating thin copies so that operations can be performed on it. 

This article provided a comprehensive guide on the Top 10 Data Virtualization Tools in the market.