Data virtualization is only as powerful as the value it delivers. CData Virtuality offers a platform of virtualization, replication, and connectors—but falls short in key areas that make the difference to your business finding, accessing and utilizing the data it needs. Denodo, by contrast, delivers a complete, enterprise-grade solution that consistently outpaces what CData can do, accelerating business value and innovation, including AI.



 

 

 

 

 

 

 

 

   Analyst Report ![](/sites/default/files/denodo-logo.svg) CData     Gartner® Magic Quadrant for Data Integration Tools, 2024 [Leader](/en/document/analyst-report/gartner-magic-quadrant-data-integration-tools-2024) (for the 5th Consecutive Year) Niche vendor   Dresner Active Data Architecture™ Report, 2025 Edition [\#1 rated vendor](https://dresneradvisory.com/) (for the 2nd Consecutive Year) Not mentioned   Forrester Enterprise Data Fabric Wave, Q1 2024 [Leader](/en/document/analyst-report/forrester-wave-enterprise-data-fabric-q1-2024) Not mentioned   Gartner® Peer Insights “Voice of the Customer”: Data Integration Tools, 2025 [Customers' Choice](/en/press-release/2025-07-02/denodo-named-customers-choice-2025-gartnerr-peer-insightstm-voice-customer-data-integration-tools) (for the 5th Consecutive Year) No such awards   

 

 

 

 

 

 

 

 

   Analyst Report ![](/sites/default/files/denodo-logo.svg) CData     Gartner® Magic Quadrant for Data Integration Tools, 2024 [Leader](/en/document/analyst-report/gartner-magic-quadrant-data-integration-tools-2024) (for the 5th Consecutive Year) Niche vendor   Dresner Active Data Architecture™ Report, 2025 Edition [\#1 rated vendor](https://dresneradvisory.com/) (for the 2nd Consecutive Year) Not mentioned   Forrester Enterprise Data Fabric Wave, Q1 2024 [Leader](/en/document/analyst-report/forrester-wave-enterprise-data-fabric-q1-2024) Not mentioned   Gartner® Peer Insights “Voice of the Customer”: Data Integration Tools, 2024 [Customers' Choice](/en/document/analyst-report/2024-gartner-peer-insights-voice-customer-data-integration-tools#:~:text=Denodo%20has%20been%20recognized%20by,for%20the%20fourth%20consecutive%20year.) (for the 4th Consecutive Year) No such awards   

 

 

 

 

 

 

 

 

Experience the Denodo Difference: Next-Level Data Performance You Won't Find Elsewhere



 

 



 

 

 

67%

Reduction in time to prepare data for AI.

 

 



 

 

 

65%

Decrease in delivery time over traditional data integration.

 

 



 

 

 

>10x

Faster lakehouse queries, with lower costs.

 

 



 

 

 

 

 

 

 

 

##  Why Denodo Wins 

 

 



 

 

 

 

 

 

 

 

   Capability ![](/sites/default/files/denodo-logo.svg) CData Virtuality     Data virtualization (real-time and high performance)  Included  Included   Hybrid & multi-cloud deployment  Full virtualization + caching across clouds  Supports hybrid architectures   In-memory caching  Yes, smart caching layers  In-memory caching available   Data replication / materialization  Advanced AI-enhanced caching, full/partial refresh  Integrated replication/ETL, but limited caching with no AI support   Enterprise semantic layer & catalog  Rich modeling, metadata, lineage, with self-service features  Basic catalog, limited modeling   Self-service data access for business  Out-of-the-box Data Marketplace experience for all business users  “Data citizen” support, but less mature UI   Query optimization & pushdown  Intelligent AI-enhanced optimizer, proven MPP, advanced caching  MPP & tuning engine, no AI enhancement   Column & row-level security  Fine-grain security masking, row, column and field level  Column masking only   AI/ML-ready data delivery  Denodo Query RAG with AI SDK: High-quality, trusted data in real-time  Limited AI enablement, and no SDK for AI developer productivity   Automated performance recommendations  Yes, optimizer suggests materialization  Basic tuning via MPP   Live API & SQL connectivity  Full SQL and support for 15+ APIs including REST, OData, GraphQL, Arrow Flight  Fewer APIs: JDBC/ODBC/REST   Performance under high concurrency  Proven in large enterprise-wide production encironments  MPP helps but less proven at scale   Advanced data transformation  Full virtual transformations  Limited in virtual layer; heavier ETL required   Denodo Assistant  Common data engineering and analyst tasks automated or greatly simplified by AI  No such AI functionality   Denodo AI SDK  SDK intended for AI developer productivity, simplifying access to trusted AI-ready data  No such AI functionality   Denodo Query RAG  Metadata-driven RAG that ensures the most relevant data is delivered to AI, securely and in real-time  No such AI functionality   Denodo DeepQuery  Brings “Deep Resarch” to enterprise data, reducing time-to-insights from days to minutes  No such AI functionality   



 

 

 

 

 

 

 

 

  

### Improved Data Governance and Security

Implement consistent security policies and governance across all your data sources from a central platform. Only the Denodo Platform offers comprehensive fine-grained data security features, including field-level RBAC, ABAC, and data masking.



 

 

 

 

 

  

### Empowered Data Consumers

Provide users with real-time self-service access to trusted, integrated data, fostering a data-driven culture. Only Denodo offers an out-of-the-box data marketplace experience, enabling business end users to find, access, and utilize any enterprise data they need. And only the Denodo Platform offers the Denodo Assistant, which leverages AI to generate the business semantics needed for successful self-service.



 

 

 

 

 

  

### Enhanced Performance

Enjoy advanced optimizations for federated queries, aggregate-aware query acceleration, and massively parallel processing (MPP) integration in the execution engine. Only the Denodo Platform offers AI-assisted automatic query optimization, shown to improve TPC-benchmark queries against cloud lakehouses by 10x with lower compute costs, compared to running against a lakehouse directly.



 

 

 

 

 

  

### Future-Proof Data Architecture

Build a modern data architecture that can seamlessly integrate new technologies and data sources as your needs evolve. Only the Denodo Platform offers a single point of access for all business use cases, with zero disruption or migration overhead when new data sources and technologies are introduced.



 

 

 

 

 

  

### Accelerate AI Innovation

Deliver trusted data for your AI agents and chatbots with unprecedented speed. Only Denodo offers the Denodo AI SDK, which provides AI developers with a single toolkit for provisioning the right data at the right time for AI workloads, without requiring them to be data experts and without burdening the lakehouse or other back-end systems.



 

 

 

 

 

 

 

 

 

 

##  Hear What Our Customers Are Saying 

 

 



 

 

 

At Alexforbes, [the integration of data, analytics, and insights](/en/customer/alexforbes) has become far more seamless since adopting Denodo Assistant and its AI SDK. What was once accessible only to IT and power users is now within reach for non-technical staff — resulting in what we call straightforward 'data conversations. ”

![](/sites/default/files/alexforbes-testimonial-logo.png)

Barend Van Coller  
Data analyst and data governance team lead at Alexforbes



 

 

 

 

 

The logical data fabric built on the Denodo Platform is the heart of the global data hub at LeasePlan. [It has made it much easier to integrate internal and external data sources](/en/customer/leaseplan) and has enabled new use cases as a part of the large digital transformation initiatives at LeasePlan.”

![](/sites/default/files/leaseplan-testimonial-logo.png)

Tekin Mentes  
Former Director, Enterprise Data and Analytics at LeasePlan



 

 

 

 

 

![ING](https://www.denodo.com/sites/default/files/ING-Logo-125x50.png)

 [](/en/customer/ing-diba-ag) 

 

![Toyota](https://www.denodo.com/sites/default/files/Toyoto-logo-125x50.png)

 

 

![Johnson](https://www.denodo.com/sites/default/files/Johnson-and-Johnson-logo-125x50.png)

 

 

![Fresenius Medical](https://www.denodo.com/sites/default/files/Fresenius-medical-logo-125x50.png)

 [](/en/customer/fresenius-medical-care) 

 

![BHP](https://www.denodo.com/sites/default/files/BHP-logo-125x50.png)

 [](/en/customer/bhp) 

 

![Sanofi](https://www.denodo.com/sites/default/files/featured-logo-Sanofi-125x50.png)

 [](/en/customer/sanofi) 

 

![SMBC](https://www.denodo.com/sites/default/files/SMBC-logo-125x50.png)

 

 

![KDDI](https://www.denodo.com/sites/default/files/KDDI-logo-125x50.png)

 [](/en/customer/kddi) 

 

![BNP Paribas](https://www.denodo.com/sites/default/files/BNP-Paribas-logo-125x50.png)

 

 

![Walmart Mexico](https://www.denodo.com/sites/default/files/Walmart-mexico-logo-125x50.png)

 [](/en/customer/walmart-mexico) 

 

 

 

 

 

 

 

 

 

 

 

##  Ready to Experience the Denodo Difference? 

Stop settling for basic connectivity. Unlock the true potential of your data with Denodo's advanced logical data management platform.



 

 



 

 

 

Try Denodo: Start integrating your data effortlessly



 

 



 

 

 

##  Denodo Express 

[Download now](/en/denodo-platform/denodo-express)



 

 



 

 

 

##  Agora: The Denodo Cloud Service 

[Request a free trial](/en/page/agora-getting-started)



 

 



 

 

 

Have questions, want to see a demo, or would you like a free consultation?



 

 [Contact Us](https://www.denodo.com/en/contact-us)