Best Data Virtualization Software - Page 3

How Many Data Virtualization Software Products Does G2 Track?

Total Products under this Category: 45

Category Stats (Oct 2026)

  • Average Rating: 4.37/5 (↓0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: FME Platform (+0.17%) - Among all products in this category, FME Platform recorded the largest rating increase compared to last month

Last updated: October 20, 2026

How Does G2 Rank Data Virtualization Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,300+ Authentic Reviews
  • 45+ 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 Virtualization Software

G2 Grid® for Data Virtualization Software plotting products by satisfaction and market presence

Highlighted products: SAP HANA Cloud, FME Platform, Strategy Mosaic, Denodo, Popdock, Oracle Virtualization, AWS Glue, and CData Connect AI.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-virtualization/grids.json?focus%5B%5D=sap-hana-cloud-2025-10-01&focus%5B%5D=fme-platform&focus%5B%5D=strategy-mosaic&focus%5B%5D=denodo&focus%5B%5D=popdock&focus%5B%5D=oracle-virtualization&focus%5B%5D=aws-glue&focus%5B%5D=cdata-connect-ai)

Trends & Technologies

Trends empowers our clients with technology-enabled business services allowing them to transcend. Our wide range of services, solutions, and products – from network infrastructure, virtualization, storage, security, cloud, collaboration, software services, managed services, to business analytics and application development – provide the right tools for our clients to achieve their business goals and thrive in a constantly changing and competitive landscape.

Average Rating: 4.0/5.0

Total Reviews: 3

How Do G2 Users Rate Trends & Technologies?

  • Data Security: 6.7/10 (Category avg: 8.9/10)
  • Orchestration: 5.8/10 (Category avg: 8.7/10)
  • Application Performance: 5.8/10 (Category avg: 8.6/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Trends & Technologies?

  • Seller: Trends & Technologies
  • Year Founded: 1992
  • HQ Location: Makati City, PH
  • Twitter: @_trendsph
    109 Twitter followers
  • LinkedIn® Page: ph.linkedin.com
    1,296 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Trends & Technologies?

What Are G2 Users Discussing About Trends & Technologies?

Virtuoso

Virtuoso is a cross platform Hybrid Data Server for SQL, RDF, XML, and Free Text, commonly known as a "Universal Server". It delivers a powerful cross-platform and cost-effective solution for Data Integration, Semantic Web Presence, Web Services Creation and Deployment, Business Process Integration, and Content Management.

Average Rating: 4.3/5.0

Total Reviews: 4

How Do G2 Users Rate Virtuoso?

  • Data Security: 10.0/10 (Category avg: 8.9/10)
  • Orchestration: 10.0/10 (Category avg: 8.7/10)
  • Application Performance: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 7.5/10 (Category avg: 8.8/10)

Who Is the Company Behind Virtuoso?

  • Seller: OpenLink Software
  • Year Founded: 1992
  • HQ Location: Needham, US
  • Twitter: @OpenLink
    1,946 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Small, 25% Large

What Are Recent G2 Reviews of Virtuoso?

Enterprise Enabler®

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.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Enterprise Enabler®?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Enterprise Enabler®?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Enterprise Enabler®?

What Are G2 Users Discussing About Enterprise Enabler®?

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Tyler Data & Insights

Tyler Data & Insights empowers governments to make data-informed decisions by using data as a strategic asset in the design, management, and delivery of critical government programs. Empower employees to improve financial, operational, and strategic outcomes while breaking down data silos as data flows easily between departments.

Average Rating: 3.8/5.0

Total Reviews: 4

How Do G2 Users Rate Tyler Data & Insights?

  • Ease of Use: 6.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Tyler Data & Insights?

  • Seller: Tyler Technologies
  • Year Founded: 1966
  • HQ Location: Plano, TX
  • Twitter: @tylertech
    4,609 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,951 employees on LinkedIn®
  • Ownership: NYSE:TYL

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Tyler Data & Insights?

DreamFactory

DreamFactory is a secure, self-hosted enterprise data access platform that provides governed API access to any data source, connecting enterprise applications and on-prem LLMs with role-based access and identity passthrough. Deploy on-premises, air-gapped, or in the cloud with built-in enterprise security controls, giving you full ownership of your data layer without compromise. DreamFactory supports identity passthrough and role-based access so that every request is authenticated, authorized, and auditable, no matter where your data lives or who's accessing it. Whether you're connecting modern cloud applications, legacy databases, or enterprise LLMs to your internal data, DreamFactory provides a single governed layer that eliminates point-to-point integrations and sprawling middleware. Teams gain instant, secure access to the data they need without waiting on custom development or sacrificing compliance. Develop 4x faster, save 70% on new projects, remove project management uncertainty, focus talent on truly critical issues, win more clients, and integrate with newer and legacy technologies instantly as needed. With DreamFactory, your engineering teams spend less time building and maintaining data plumbing and more time delivering value. Purpose-built for enterprises that demand control, DreamFactory gives IT and security teams full visibility into how data is accessed, by whom, and from which applications — all from a centralized platform. Whether you're enabling AI initiatives with secure LLM access to internal data or modernizing legacy system connectivity, DreamFactory scales with your needs. Start a hosted trial or talk to our engineers to get access to an on-prem environment.

Average Rating: 4.4/5.0

Total Reviews: 46

How Do G2 Users Rate DreamFactory?

  • Ease of Use: 8.5/10 (Category avg: 8.8/10)

Who Is the Company Behind DreamFactory?

  • Seller: Integrate.io
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • Twitter: @Integrateio
    4,285 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 45% Small, 30% Medium

What Are Recent G2 Reviews of DreamFactory?

What Are G2 Users Discussing About DreamFactory?

IBM Data Virtualization Manager for z/OS

IBM Data Virtualization Manager for z/OS helps organizations securely access and integrate IBM Z data in real time without moving, replicating, or transforming the source data. It creates virtual, integrated views across relational and non-relational mainframe data sources, making enterprise data easier to use with modern applications, analytics, AI, and hybrid cloud environments. The solution provides read and write access to data such as Db2 for z/OS, IMS, VSAM, and other enterprise sources through familiar, industry-standard interfaces such as SQL. By simplifying access to IBM Z data while minimizing data movement and additional processing, IBM Data Virtualization Manager for z/OS can help accelerate application modernization, improve developer productivity, and extend trusted mainframe data to new use cases.

Who Is the Company Behind IBM Data Virtualization Manager for z/OS?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

MapZot.AI

MapZot.AI is an advanced AI-powered site selection and predictive analytics platform designed to help retailers, commercial real estate professionals, and urban planners make smarter location decisions. Based in Atlanta, GA, our mission is to eliminate guesswork in real estate site selection by combining mobility data, traffic forecasting, and revenue prediction models into one easy-to-use software solution. With MapZot.AI, businesses gain access to real-time predictive traffic analytics and AI-driven mobility insights that uncover where customers are moving, shopping, and engaging across urban and suburban markets. Our flagship tools, such as Traffic-Rx, Revenue Forecasting, White Space Analysis, and GIS Mapping, empower decision-makers to identify growth opportunities, forecast demand, and optimize retail expansion strategies with confidence. Unlike traditional site selection tools, MapZot.AI leverages machine learning algorithms, behavioral mobility data, and geospatial intelligence to deliver forward-looking insights — not just historical patterns. This makes our platform especially valuable for companies navigating shifting consumer behaviors, evolving urban landscapes, and competitive retail environments. Key benefits include: Predictive Site Selection Software for retail and commercial real estate. Traffic Forecasting AI to project customer flow by time, location, and scenario. Mobility Heatmaps & GIS Mapping to visualize demand across trade areas. Revenue Forecasting Models tailored to specific industries and geographies. White Space Analysis Tools to identify untapped opportunities. Trusted by real estate developers, retailers, franchise operators, and city planners, MapZot.AI has been recognized for accuracy, speed, and scalability. Our platform is optimized for mobile-first, cloud-based access, ensuring seamless integration into business workflows. Whether you are a retail brand planning your next store in Atlanta, a commercial real estate investor evaluating urban corridors, or a consultant providing strategic advisory services, MapZot.AI provides the data-driven clarity you need to make high-stakes location decisions in 2025 and beyond. At MapZot.AI, we believe the future of site selection is predictive, transparent, and powered by AI.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate MapZot.AI?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind MapZot.AI?

  • Seller: Mapzot.AI
  • Year Founded: 2018
  • HQ Location: Greater Atlanta Area , US
  • Twitter: @mapzot
    54 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of MapZot.AI?

Portqii

Step into a data-driven future without the constraints of data pipes. EDI, our data virtualization solution gives you the power to build segments and enable real-time decision-making, free from the limitations of traditional data syncs. Streamline your data processes and empower your marketing technology stack for an agile and effective strategy.

Who Is the Company Behind Portqii?

  • Seller: Portqii
  • Year Founded: 1996
  • HQ Location: Singapore, SG
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Promethium

Promethium delivers self-service data at AI scale through its revolutionary Instant Data Fabric™ — the first agentic platform purpose-built for modern enterprises. Unlike traditional data architectures that require complex ETL pipelines and data movement, Promethium provides real-time, zero-copy access to distributed data across cloud, on-premises, and SaaS platforms. The platform's 360° Context Engine aggregates technical and business metadata to ensure accurate, contextual responses, while Mantra™, our Data Answer Agent, enables teams to build and share reusable data products instantly. Promethium empowers data teams to respond 10x faster to business questions while maintaining enterprise-grade governance and security.

Average Rating: 4.2/5.0

Total Reviews: 13

How Do G2 Users Rate Promethium?

  • Ease of Use: 7.8/10 (Category avg: 8.8/10)

Who Is the Company Behind Promethium?

  • Seller: Promethium
  • Year Founded: 2018
  • HQ Location: Menlo Park, US
  • Twitter: @PromethiumI
    366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 46% Medium, 31% Large

What Do G2 Reviewers Say About Promethium?

AI-generated summary from verified user reviews

Pros
  • Users value the centralized data management capabilities of Promethium, enhancing collaboration and decision-making through analytics.
  • Users praise the centralized analytics of Promethium, enhancing teamwork and improving decision-making effortlessly.
  • Users value the centralized collaboration capabilities of Promethium, enhancing teamwork and data-driven decision-making.
  • Users appreciate the centralized data management of Promethium, enhancing teamwork and simplifying analytics with AI.
  • Users highlight the interactive visualizations of Promethium, enhancing their ability to understand and leverage data effectively.
Cons
  • Users find the complexity of insights challenging, making it hard for non-experts to interpret effectively.
  • Users find complex insights challenging to interpret, making it hard for non-experts to utilize the product effectively.
  • Users find that difficult learning hampers their ability to interpret complex insights effectively.
  • Users find the lack of features in Promethium frustrating compared to more established analytics tools.
  • Users find the limited features of Promethium frustrating compared to other analytics tools available on the market.

What Are Recent G2 Reviews of Promethium?

SPOLS-VE

Spols-VE is a proprietary High-Performance Computing (HPC) management and enterprise virtualization platform engineered for high-security, high-availability environments. Built on a lightweight, native Go architecture, it delivers Zero Trust security, mTLS communication channels, FIPS-compliant cryptographic cipher suites, and robust self-hosted Linux capabilities. Designed for advanced workload orchestration, Spols-VE integrates powerful automated features: Green Mode Power Management: Dynamically scales CPU core frequencies between energy-saving and high-performance states based on live workload demands. Intelligent Auto-Balancer: Continuously monitors cluster resources to optimize placement and ensure maximum efficiency. Affinity Rules & Dependencies: Enforces host isolation and multi-tier boot sequencing to protect critical applications.

Who Is the Company Behind SPOLS-VE?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of SPOLS-VE?

VeloX Software Suite

Velox Software Suite enables Data Migration and System Integration throughout the entire organization. The suite consist of two applications: Migration Studio (VXm) - for user-controlled data migrations; Integration Server (VXi) - for automated data processing and integration.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate VeloX Software Suite?

  • Ease of Use: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind VeloX Software Suite?

  • Seller: LeverX
  • Year Founded: 2003
  • HQ Location: Miami, FL
  • LinkedIn® Page: www.linkedin.com
    1,766 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About VeloX Software Suite?

AI-generated summary from verified user reviews

Pros
  • Users laud the data visualization capabilities of VeloX Software Suite, enhancing insights through intuitive and effective designs.
  • Users appreciate the user-friendly interface of VeloX Software Suite, enhancing their productivity and ease of operation.
  • Users value the easy integrations of VeloX Software Suite, enhancing their workflow with other engineering tools.
  • Users appreciate the user-friendly interface and robust features of VeloX Software Suite, enhancing productivity and collaboration.
  • Users value the seamless integration of VeloX Software Suite, enhancing efficiency with other engineering tools.
Cons
  • Users report a steep learning curve with VeloX Software Suite, making it challenging to navigate effectively.
  • Users face a complex setup with VeloX Software Suite, making it difficult to navigate and utilize effectively.
  • Users often find the complex usability of VeloX Software Suite challenging, leading to a frustrating experience.
  • Users struggle with the difficult learning curve of VeloX Software Suite, finding it complex and not user-friendly.
  • Users often note the high costs of VeloX Software Suite, making it less accessible for their budgets.

What Are Recent G2 Reviews of VeloX Software Suite?

What Are G2 Users Discussing About VeloX Software Suite?

Virtual DataPort

Who Is the Company Behind Virtual DataPort?

  • Seller: Denodo
  • Year Founded: 1999
  • HQ Location: Palo Alto, CA
  • Twitter: @denodo
    5,555 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    792 employees on LinkedIn®

WinDocks

Windocks breaks the enterprise data bottleneck with a range of capabilities including database virtualization, Windows SQL Server Docker containers, synthetic data based masking, database subsetting, and unique code-free and platform native feature data, and single source of truth. Windocks has been trusted by enterprises around the world since 2015, including Novartis, American Family Insurance, DoubleLine, and many more. Windocks software is an affordable solution for small enterprises, as well as departmerns and divisions in a large organization.

Average Rating: 5.0/5.0

Total Reviews: 3

How Do G2 Users Rate WinDocks?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind WinDocks?

  • Seller: Windocks
  • Year Founded: 2015
  • HQ Location: Bellevue, US
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Large, 33% Medium

What Do G2 Reviewers Say About WinDocks?

AI-generated summary from verified user reviews

Pros
  • Users value the responsive customer support from Windocks, which enhances their experience with tailored, efficient solutions.
  • Users value the flexible integration capabilities of WinDocks, allowing tailored solutions and quick database provisioning.
  • Users appreciate the custom integrations by WinDocks, which enhance flexibility and responsiveness to specific business needs.
  • Users value the high performance of WinDocks, enabling rapid provisioning of large SQL Server environments efficiently.

What Are Recent G2 Reviews of WinDocks?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024