

Denodo and IBM App Connect compete in the data virtualization and integration tools category. Denodo appears to have the upper hand in data virtualization and integration with scalability, while IBM App Connect is better for extensive connectors and security in complex integrations.
Features: Denodo offers powerful data virtualization, data abstraction, and modeling capabilities, allowing seamless integration across multiple data sources without replication. It also features a valued semantic layer and data catalog. IBM App Connect boasts extensive connectors and robust integration tools, enabling efficient cross-platform communication. Its middleware and security features make it suitable for complex end-to-end integrations.
Room for Improvement: Denodo could improve on its data catalog and performance management to better support analytics-heavy environments. Users also note a need for enhanced cloud integration and more comprehensive training documentation. IBM App Connect would benefit from better CI/CD capabilities and a more user-friendly interface, alongside improvements in logging and debugging tools to facilitate new adopters.
Ease of Deployment and Customer Service: Denodo supports various deployment environments, from on-premises to hybrid clouds, offering strong technical support and valued community resources for troubleshooting. IBM App Connect, while providing excellent developer access, faces challenges with initial setup but benefits from integration within IBM's ecosystem. Both solutions could improve scalability and user onboarding processes.
Pricing and ROI: Denodo offers flexible pricing models with options for a free trial and different editions, though costs can increase with additional CPUs and training courses; however, it provides a quick return on investment by dramatically reducing processing times. IBM App Connect is more expensive yet considered valuable for enterprises with complex integration needs. While its pricing model is evolving to offer more flexibility, it remains costlier compared to competitors, though it demonstrates tangible ROI through enhanced automation and process efficiency.
It provides a positive return on investment for those who can connect multiple data sources and make data-driven decisions easily.
If you don't need to write a whole ETL to make the data virtualization, you need way fewer people to write a query instead of writing an ETL pipeline.
I have seen a return on investment, which showed up in improved customer satisfaction scores.
IBM App Connect definitely saves significant time, approximately 50 to 60%.
They have a good methodology for learning how to use the tool.
Denodo's customer support team is very competent and responsive.
If we raise a ticket, it can be resolved or addressed within a reasonable time frame, so support is good.
When opening a ticket with the global team, problems are resolved promptly and effectively.
The customer support is available 24/7.
The technical support from IBM is good.
For huge data requests, it cannot scale automatically; admin action is required.
Denodo's scalability comes into play specifically when there is data transfer.
My client has almost 100 million records, and the performance was impacted in a way that required optimization.
IBM App Connect demonstrates good scalability.
I would rate the scalability of IBM App Connect as nine out of ten.
IBM App Connect is very scalable and a flexible tool.
I would rate it nine out of ten because it is very reliable, always performing as expected.
If JVM does not function properly, it may cause Denodo to fail to connect to different sources.
Denodo is stable and good.
Some companies require multiple configurations, including ODBC connections, JDBC connections, different BI databases, main databases, and replication servers.
Ensuring data caching is up to date is critical.
Denodo needs better communication on how the product can be deployed for specific solutions.
The system has dependencies on other environments, like JVM, which can affect its performance.
Version 13 includes around 200 features with cloud platform compatibility.
I find it particularly good for on-premises and now cloud use.
Better debugging and observability would help us track any single transaction end-to-end across steps and connectors.
For small companies, it's not a solution that most small companies can afford.
Denodo is considered pricey, limiting its use to large enterprises or government organizations that can afford its comprehensive setup.
Denodo's pricing is not affordable for small companies and is more suitable for medium to large enterprises.
For insurance companies with simple JDBC connections, the process is straightforward.
Denodo's ability to connect to multiple data sources and perform extract-transform-load (ETL) operations on the fly is noteworthy.
The most valuable feature of Denodo is its uniformity of self-site data access types, which allows it to connect to almost any storage technology and feed it transparently.
Denodo supports SQL base, so if you want to join two tables or two views, you can use SQL, which is an advantage as most developers or business people know SQL.
Overall, 50 to 60% of the time is saved when using IBM App Connect.
The transformation capabilities in IBM App Connect are particularly beneficial.
The features I find most valuable are message routing, message transformation, and protocol translation.
| Product | Mindshare (%) |
|---|---|
| Denodo | 3.1% |
| IBM App Connect | 2.8% |
| Other | 94.1% |


| Company Size | Count |
|---|---|
| Small Business | 16 |
| Midsize Enterprise | 6 |
| Large Enterprise | 21 |
| Company Size | Count |
|---|---|
| Small Business | 4 |
| Midsize Enterprise | 4 |
| Large Enterprise | 21 |
Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.
The platform accelerates data provisioning through reduced data replication, provides business users the freedom to select their preferred applications, and enables consistent security and governance across multiple systems. The solution offers one of the leading logical data fabric solutions by initiating data virtualization and eliminating the complexity and exposing the data in business-friendly formats.
Denodo also offers modern data integration and management for hybrid and multi-cloud environments for Denodo Platform for Cloud. This service can be purchased through the bring-your-own-license (BYOL) option. Users seeking faster deployment can license the product to popular cloud providers, including Amazon AWS, Google Cloud Platform, and Microsoft Azure. The solution integrates, manages, and delivers data in complex environments with high performance, governance, and security. It also offers additional solutions, such as the Denodo Platform for Cloud Modernization, the Denodo Platform for Cloud Data Integration, and the Denodo Platform for Cloud Analytics, which overcome common cloud data challenges.
Denodo Features
At the beginning of 2022, version 8.0 of Denodo introduced several new key features of the platform. These include:
Denodo Benefits
Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:
Reviews from Real Users
Naresh M., a senior application developer at a financial services firm, appreciates Denodo because it offers quick and simple web services creation.
Alisson M., a senior BigData DevOps engineer at Schaeffler, says that Denodo is great for queries and scouting data.
Rapidly connect public clouds, private clouds and on-premises application
App Connect Professional is IBM’s cloud integration offering which delivers an integration solution
• With ease-of-use, flexibility and increased responsiveness to the evolving business needs, while removing the daunting complexities of integration.
• Provides the powerful combination of a ‘simple integration experience’ for business users looking to automate how their applications talk to each other; coupled with a ‘configuration based integration’ approach for IT.
• App Connect Professional is for the teams and integration developers who need to solve more complex problems and need powerful tooling for integration scenarios
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