BMC AMI DevX vs Denodo comparison

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BMC AMI DevX

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Executive Summary

We performed a comparison between BMC AMI DevX and Denodo based on real PeerSpot user reviews.

Find out in this report how the two Cloud Data Integration solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed BMC AMI DevX vs. Denodo Report (Updated: March 2026).

BMC AMI DevX vs. Denodo

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

BMC AMI DevX

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Software Configuration Management (1st), Debugging (9th), Database Development and Management (19th), Mainframe Application Development (1st), Test Data Management (6th), Mainframe Testing Tools (1st), Data Masking (6th), AI Software Development (200th)

Denodo

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Integration (6th), Data Virtualization (1st), Cloud Data Integration (6th), Data Management Platforms (DMP) (3rd), AI Data Analysis (3rd)

Featured Reviews

Patricio-Martinez

Developer at Selfemployed

Good for large amounts of data and has a variety of use cases but can be complex to use

It's a very complicated tool. Sometimes the customer wants better, faster transaction times. They want the solution to move as fast as possible. We're trying to scale and grow our application with more servers to get the level of speed desired. Everything from small processes to big batch processing needs to be faster.

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Patel-Dhulva

Information Technology Manager at Lockheed Martin

Data virtualization has unified siloed sources and now supports real-time decisions

The best features Denodo offers stand out to me as the ability to develop REST web services fast and easily, create and combine new views, integrate different sources of data, and connect with other tools seamlessly. When I mention fast and easy creation of views and integration, I love the agile data provisioning and integration, where Denodo provides a comprehensive set of capabilities for implementing logical data integration, management, and delivery, which in turn enables agile data analytics and an informed decision-making process to be smooth. I also appreciate the performance optimization with AI, which improves performance optimization through the integration of artificial intelligence capabilities. Furthermore, I appreciate the unified security and governance, where it addresses the need for an organization to effectively manage security, data privacy, and data protection easily, offering a centralized platform that allows the application of governance policies and fine-grained security controls. Another feature I would add about Denodo is that it also provides a single point of control where we can establish security controls over the entire infrastructure and gain visibility into all our data assets. Denodo has positively impacted my organization as since we started using this tool, it has been very helpful because it is a huge advantage that we can connect to many different databases to provide data rapidly and accurately and also gain insights, which helps us to make data-driven decisions easily. It has proven to be a valuable environment for deploying data virtualization solutions, and its user community is active in finding and fixing issues more accurately. Through data insights from Denodo, we have been able to improve our decision making, which helps to better communication between the stakeholders thanks to the real-time experience. It also saves a lot of time.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"It speeds up processes, makes things easier, more efficient, and from a mainframe perspective, the way the mainframe is utilized has become that much easier."

"Once we got the configurations and deployment rolled out, it was very stable. I haven't had any major issues with Eclipse or the Topaz Workbench plugins."

"We had parallel development before, but the way ISPW implements it is better. It has more control and oversight of the process, whereas before, it was like the Wild West. Everybody could have their own package with their own version of the component in it... ISPW is constantly aware of it. It notifies when someone else is using or has a different version of that component."

"BMC Data Management improved our data recovery process by simplifying it."

"The debugging is really the most important feature, enabling us to be able to step through."

"Our intention is to use Topaz for the next generation of mainframe developers to maintain mainframe applications."

"Compuware Xpediter is one of the best debugging tools for mainframe software development."

"It does our CICS NEWCOPYs and our Db2 binds for us, whereas before, that was a manual process. It takes a lot of the workload off of the operations folks and off the DBAs."

More BMC AMI DevX pros

"While we may not be using all the features of Denodo at this time, we have found the data virtualization features to be very useful in helping us connect our data sources together, bringing all our data into one platform."

"Denodo creates a virtualized environment that provides one unified destination for all data sources so that AI and ML algorithms can connect to that virtualized destination without needing to establish connections with multiple data sources."

"The best thing about Denodo is that creating and deploying a web service can be done in about 10 minutes, compared to a whole day when it comes to other solutions (such as when deploying with Java and AWS)."

"Denodo has a great community and they provide access to a lot of internet information, forums and meetings of various kinds."

"It is easy to virtualize data using the solution."

"Overall, the product works quite well and has a good set of features."

"It was very powerful because we could deliver this data in a short time and with some data governance, because you deliver it through a data catalog and you have the data lineage, and you can put there the role level security, column level security, and it was very helpful for us, and the end-user was very happy to have it."

"From my experience as a data engineering team lead, I can build a data warehouse in just a minute from different sources without needing time for data transfer or any additional work."

More Denodo pros

Cons

"DB2 is a hard tool to grasp. It's hard for users to learn how to use it. It's not easy to see how it works."

"There are some features that are not well documented, so documentation could use a little help, on things like setting up deployment and which structures in the database correspond to which tables."

"I find it more cumbersome to use Topaz."

"The area for improvement is related to the testing tools that are available for unit testing or acceptance testing."

"I'm always looking for improvement in things like the documentation, to make things a little bit easier and simpler to understand, a place where people can go to troubleshoot issues."

"When you're setting up the parameters for how ISPW will work in your shop, there are a lot of questions that have to be answered... BMC Compuware should have more in-depth explanations about what the choices in each question mean. If you pick A, what does that mean has to happen? What does that impact? If you pick B, what does that mean? What does that impact?"

"The ability to edit source code that has special characters is limited. The ability to incorporate or convert REXX into macros that are usable under the Topaz software is not there. And the REXX macros that I have developed over 40 years of work are useless, so I have a toolbox I can't use or deploy using the Topaz technology, while I can use it under MVS."

"It's a very complicated tool."

More BMC AMI DevX cons

"There are a couple of areas that can be improved in Denodo. From a stability point of view, sometimes we see issues in the data management functionality. This only happens now and then, however, and usually takes place when we add in our own customization."

"Documentation needs to be improved, they need to lift their game."

"It would be good if the solution provided a much-needed cellular platform."

"One thing that I felt is that there is a learning curve for Denodo. It's not something that people just start using."

"The support is not the best and should be improved."

"I would like it if we could pull the data model or export the data model because Denodo has, based on how you build, something called associations. The data model gets very confusing when you go look at it. It depends on how you define it, but it's really huge. I wish there was a way to export it into Visio. It could be that they already have a way to do it, and I don't know, but it would be much easier for the architects and even for the developers to look at it than scrunching it into the screen and expanding every small portion of it. If there was an easy way to export the Denodo model into another modeling tool and view it, it would be great."

"Sometimes, Windows-related functions do not work properly in Denodo. The analytic functions in SQL do not work properly."

"Another area we have been struggling with is the integration of Denodo with both Salesforce and MuleSoft, which we use to track the customers in our sales system, such as when sending insurance quotes."

More Denodo cons

Pricing and Cost Advice

"I like the seat-based licensing much more than MSU-based licensing, and that the cost has been competitive."

"It has saved our developers time and effort when working on documentation, which is now more readable and fluent."

"In terms of pricing, there isn't an extra charge for the parts of it we use. It comes with the licenses we purchased for other products, so no complaints there. The licensing is built in with the other products that you purchase from Compuware."

"In general, Compuware tools are very competitive."

"The only thing I would mention related to the licensing and/or the pricing, is that they have some visualization features in there that are licensed by concurrent users. We're starting to trip up on that. We're looking to probably increase the number of concurrent licenses that we have. But those types of licensing strategies, where they license by concurrent users or the number of seats is confusing for some people. They don't understand why it works sometimes and doesn't work other times."

"The price point is great."

"Cost wise, on a scale from one to five, with one being the cheapest and five being the most expensive, Denodo would be at three. We get all the features in a bundle."

"The cost for Denodo is in line with other similar products."

"Talking with my manager and others, nobody has complained about the pricing so far which is a positive sign."

"I don't know the actual cost, but it's tens of thousands of dollars per month."

"For us, the cost has been okay. Also, there are no additional costs; it's just the standard licensing fee."

"There is an express edition and a licensed enterprise edition."

"The licensing should be improved, as the cost per connector is quite expensive."

"I am not super familiar with the pricing, but so far, it seems good. We have been happy. We haven't seen any problems. The only time we had to pay extra was during the upgrade. We didn't upgrade at the time they told us to upgrade, and we had to pay extra to keep the service. They had stopped the support for the older version and moved to the newer version. It was not their fault. It was our fault because we didn't get on board quickly."

More Denodo pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

32%

Insurance Company

10%

Manufacturing Company

Computer Software Company

Financial Services Firm

21%

Manufacturing Company

12%

Government

Energy/Utilities Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Large Enterprise	16

By reviewers
Company Size	Count
Small Business	16
Midsize Enterprise	6
Large Enterprise	21

Questions from the Community

What do you like most about BMC Data Management for IMS and DB2 on zOS?

BMC Data Management improved our data recovery process by simplifying it.

What needs improvement with BMC Data Management for IMS and DB2 on zOS?

One area for improvement with this product could be in providing clearer guidance and tools for disaster recovery planning and execution. As someone involved in managing infrastructure, understandi...

What advice do you have for others considering BMC Data Management for IMS and DB2 on zOS?

From my perspective as an infrastructure guy, the most valuable aspect of BMC's data management solutions was their ability to optimize CPU cycles, improving IMS performance without directly impact...

Does Denodo provide useful data virtualization education? Is it useful to attend their training?

If you are a Denodo user, it makes sense to undergo their training. Different types of professionals can benefit from it, including administrators, developers, and architects. If you are keen on i...

In experience, what might Denodo be lacking or need improvement on?

I like Denodo a lot. It offers quick and easy web service deployment within minutes. There are not any flaws that I think make the product less good or effective. The only thing I can point out is...

Which industries can benefit from Denodo the most?

Denodo is suitable for pretty much all sectors that deal with: Big data Cloud solutions Data governance Logical data fabric Master data management In my opinion, organizations in different fields...

IBM File Manager vs BMC AMI DevX

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Product Reports

BMC AMI DevX

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Also Known As

File-AID, Data for Db2, Code Debug, Data Studio, Workbench for Eclipse, Code Pipeline

Denodo for AWS

Overview

BMC AMI DevX is a comprehensive solution enhancing code management and testing efficiency. It offers debugging capabilities within financial applications and integrates data management seamlessly, serving major banking sectors with reliable performance.

AMI DevX is tailored for banking industries, optimizing application debugging in COBOL and enhancing data handling in robust financial systems. It simplifies mainframe data management with real-time insights, improving efficiency through editing and cloning functionalities. The tool's integration with Compuware File-AID for IMS and DB2 ensures streamlined development processes. Challenges include a steep DB2 learning curve and initial setup complexities, with technical support inconsistencies and steep pricing impacting affordability. Despite this, its valuable features significantly support large banking operations.

What features make BMC AMI DevX valuable?

Line-by-Line Code Debugging: Allows precise identification and rectification of issues.
Variable Change & Line Skipping: Flexibility in testing without recompiling.
Database-Independent Testing: No need for loading databases during testing.
Real-Time Data Insights: Enhances decision-making with immediate information.
Data Warehousing & Analytics: Facilitates comprehensive data analysis.
Integration & Formatting: Streamlines development by simplifying data processes.

What benefits should users look for in reviews?

Improved Efficiency: Streamline data management and editing capabilities.
Robust Debugging: Effective in both online and batch COBOL program debugging.
Enhanced Financial Application Support: Superior handling in grants and loans applications.
Comprehensive Testing: Enables creation of clone test files for thorough testing.

In large banking sectors, BMC AMI DevX is integral for grants and loans-related applications. Its robust nature supports financial systems, offering debugging for COBOL, updating data in Compuware File-AID for IMS, and integrating DB2. Users implement this for exceptional data management and application reliability.

BMC

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:

Scalability: Denodo can scale from departmental or project to enterprise-wide with geographically distributed nodes. It can also handle large transactional loads of users, sources, and transactions as well as analytical loads of data volumes.
Query optimizers: This feature offers advanced cost-based and source constraint-based query optimization that includes query rewrite, query delegations, data movements, and join optimization.
Intelligent caching: This feature makes full, portal, and time-based caching possible.
Fine-grained security model: This Denodo feature makes integration with external systems possible.
Monitoring and auditing: Denodo offers enterprise-grade monitoring and auditing, which allows for integration with system management products, including Tivoli, Unicenter, and HP BTO.
Development and deployment support: The product offers full lifecycle support for the development and deployment of applications, providing users with all required tools.

Denodo Benefits

Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:

The solution accelerates time to market for all types of business data through its services.
Denodo provides IT agility, which helps companies respond to business-changing demands in a timely manner.
Users can decide how much data replication they want to reduce through Denodo and use the product in full control.
The solution meets the industry's security and privacy requirements by providing high-grade protection for users' data.
Users can benefit from centralized control of data query executions for complete governance and full security.
Denodo offers legacy replacement, multi-cloud deployments, and cloud migrations with minimal disruptions and a fair price.
The solution utilizes artificial intelligence (AI) and machine learning (ML) to unlock data potential for customers.

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.

Sample Customers

Helvetia, The IMT Group, Hapag-Lloyd, Royal Bank of Canada, Chunghwa Telecom

Autodesk, VHA, AAA, Sumitomo Mitsui Trust Bank, Caterpillar, European Chemical Agency, Seagate, Nationwide, Time Warner Cable, Pantex, Inditex, BNSF Railways, Vodafone, CIT Group, Jazztel, Wolters Kluwer, Telefonica, TransAlta

BMC AMI DevX vs. Denodo