I am using Denodo as a data integration and management tool. The concept behind Denodo is data virtualization, which makes the retrieval of data available faster. The availability of data in real-time is much faster as compared to directly accessing the data from the web.
Data Science and Business Analytics at Neusol - Global IT services
Fast working environment, proven stability, with responsive and efficient technical support
Pros and Cons
- "Denodo is very stable."
- "The technical team of Denodo is really good; they are very helpful, cooperative, and supportive, and they immediately helped me with whatever issue I was facing."
- "I would like to see a connectivity option with third-party apps, for example, JDBC, and ODBC drivers. Currently, we need to install it separately from the Denodo side and then connect it."
- "I would like to see a connectivity option with third-party apps, for example, JDBC, and ODBC drivers."
What is our primary use case?
What is most valuable?
The virtual layer or Symantec part of it are most valuable. Where all the data sources, which we integrate together, are available on a virtual layer and that makes it faster.
What needs improvement?
I would like to see a connectivity option with third-party apps, for example, JDBC, and ODBC drivers. Currently, we need to install it separately from the Denodo side and then connect it. If they provided an option directly in Denodo to connect to these Power BI, and Tableau, Denodo would be even stronger. Microsoft provides SharePoint, and they have this option where you can directly connect to Power BI, and you can directly connect to the visualization tools. If Denodo can do this, then it would be great.
For how long have I used the solution?
I have been working with Denodo for over one year.
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What do I think about the stability of the solution?
Denodo is very stable. I started working with Denodo a year ago, and I have not come across any issues.
How are customer service and support?
The technical team of Denodo is really good. They are very helpful. I had some issues because I was doing my first project, but the Denodo team is cooperative and supportive. They immediately helped me with whatever issue I was facing. I just had to email them, and they responded immediately.
How was the initial setup?
It is very straightforward and easy. They provide hands-on training and proper documentation. Their knowledge base is detailed and easy to understand and learn.
What about the implementation team?
Both options are available. The Denodo team can directly do it for you, or you can do it from a third party who is experienced in it. It takes one day, less than one day. You just need to know the right requirements from the customer for whom you want to deploy the Denodo platform, how many servers they want, and what type of installation they want. It depends on the customer, but the deployment is easy.
What's my experience with pricing, setup cost, and licensing?
There is an express edition and an enterprise edition. For customers, obviously, we provide them with the enterprise edition. Students can use the express edition and it is free to download.
What other advice do I have?
I would suggest having basic knowledge about data. For example, what are the different types of data sources? And what is a data warehouse? The fundamentals of data science. The basic knowledge as well as having an understanding of Structured Query Language, because Denodo uses a query language that is called Virtual Query Language, and it is similar to that SQL. I would rate Denodo a nine out of ten.
Which deployment model are you using for this solution?
Hybrid Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Microsoft Azure
Disclosure: My company has a business relationship with this vendor other than being a customer. Partner
Senior Associate at a consultancy with 10,001+ employees
Can pull data from any data source and has the architecture to support horizontal and vertical scalability
Pros and Cons
- "It can support a number of data sources, and it can pull flat files, from cloud-based databases or from those on-premises. Denodo can pull from any data source and interface with the view. Then, we can publish the view."
- "On top of that, if you want to quickly show your data and use your data for analytical purposes, then this is the best tool."
- "User-specific security at the column and row levels needs to be improved. Instead of applying security at every individual level, it would be better if it were at the group or tier level. It will save a lot of time."
- "User-specific security at the column and row levels needs to be improved."
What is our primary use case?
Our ETL team was preparing the data warehouse, and we used Denodo as an intermediate solution.
What is most valuable?
It can support a number of data sources, and it can pull flat files, from cloud-based databases or from those on-premises. Denodo can pull from any data source and interface with the view. Then, we can publish the view.
Though it's not a full ETL solution, teams downstream can utilize it, prepare it, and consume it in a secure way in multiple formats.
What needs improvement?
User-specific security at the column and row levels needs to be improved. Instead of applying security at every individual level, it would be better if it were at the group or tier level. It will save a lot of time.
Denodo could also improve the UI, data governance, and cataloging.
For how long have I used the solution?
I've worked with Denodo for two years. It is on the database cloud, and it is a Linux based OSv.
What do I think about the stability of the solution?
We are satisfied with the stability now. We had some connectivity and driver-related issues earlier, but Denodo's technical support team helped us resolve them.
What do I think about the scalability of the solution?
The architecture can support horizontal and vertical scalability. You can expand your servers if required, or you can expand vertically and also increase the size of the system.
In my company, in India there are 200 to 300 users. We have expanded to the US and plan to increase usage.
How are customer service and support?
Denodo's technical support team helped us a lot. They resolved all our issues, such as connectivity and driver issues, because they have experts.
Which solution did I use previously and why did I switch?
We bought both TIBCO Data Virtualization and Denodo. TIBCO is a strong product and was good, but the cost was an issue. The cost was the main factor and resourcing and support also came into the picture. TIBCO did not have much of a global presence. Given Denodo's licensing model, support, and market value, they opted to go with it.
How was the initial setup?
Initially, we had a lot of trouble, but later on, our DevOps team prepared a script. Then, everything went well. Now, it takes half an hour to set up a new environment.
We have two people who handle the deployment and maintenance.
What about the implementation team?
We handled the deployment in-house.
What's my experience with pricing, setup cost, and licensing?
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.
Which other solutions did I evaluate?
They initially evaluated TIBCO Data Virtualization. However, Denodo was much more flexible and worked cost wise as well.
What other advice do I have?
Deonodo is Virtualization for Logical Data Warehouse but is not a full ETL solution. You can use it if your dataset doesn't require that much ETL cleansing. On top of that, if you want to quickly show your data and use your data for analytical purposes, then this is the best tool. We can connect to data sources on the go and can perform data privacy, data governance, etc. This is the best tool compared to other similar tools available on market. On a scale from one to ten, I would rate it at eight.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
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Denodo
May 2026
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Data Analytics Specialist at GlaxoSmithKline
Good performance and integration, but needs more training documentation
Pros and Cons
- "The most valuable feature is the performance. Denodo is very useful, especially in this huge pharma environment. I've found that older SAP solutions were very tightly coupled to each other, which resulted in data restrictions. Getting data from different sources was tough and tedious. Compared to these old solutions, Denodo is very easy to work with for the analytical team. Now that we've implemented this virtualization layer, we are capable of getting the data very smoothly. We implemented a very small unit, but the performance and integration have been very good."
- "Compared to these old solutions, Denodo is very easy to work with for the analytical team."
- "Denodo's training documentation could be improved by providing more material. From an administrative standpoint, I've found that only Denodo websites provide the usual tutorials. It may be because it's a bit of a restricted tool, but it results in trouble with learning. Normally, I can find help and solutions from other sources, but I haven't been able to find any for Denodo. Other that, it's fine and it performs well. I only have six months of experience, so I can't accurately suggest improvements."
- "Denodo's training documentation could be improved by providing more material."
What is our primary use case?
My primary use case is for data virtualization. I'm working in the pharma domain, so there are large amounts of data coming in from different sources, which I aggregate into Azure SQL, some other web services, and SAP applications like CRM, POS, and others. Denodo acts as a virtualization layer, where we are collecting and creating views for analytical purposes. So we use Denodo to integrate and transform. It is deployed on-premises.
What is most valuable?
The most valuable feature is the performance. Denodo is very useful, especially in this huge pharma environment. I've found that older SAP solutions were very tightly coupled to each other, which resulted in data restrictions. Getting data from different sources was tough and tedious. Compared to these old solutions, Denodo is very easy to work with for the analytical team. Now that we've implemented this virtualization layer, we are capable of getting the data very smoothly. We implemented a very small unit, but the performance and integration have been very good.
What needs improvement?
Denodo's training documentation could be improved by providing more material. From an administrative standpoint, I've found that only Denodo websites provide the usual tutorials. It may be because it's a bit of a restricted tool, but it results in trouble with learning. Normally, I can find help and solutions from other sources, but I haven't been able to find any for Denodo. Other that, it's fine and it performs well. I only have six months of experience, so I can't accurately suggest improvements.
For how long have I used the solution?
I have been using Denodo for almost six months.
What do I think about the stability of the solution?
Currently, we haven't found any discrepancies or problems with stability. We are a team of 25 using Denodo simultaneously, but we're still in a development and testing environment. Once it's in production, we'll be able to tell if there's any kind of a bottleneck.
What do I think about the scalability of the solution?
Our Denodo administrative team created a pipeline from one environment to another environment and we haven't had any trouble yet. The production deployment is going to happen soon, so within a month or so we'll have a better understanding of the production data, streaming data, and all that.
How are customer service and support?
Technical support is fine. I will say that my team and I are interested in pursuing a Denodo certification. I was looking for a way to take the Denodo Administrative Certification 8.0, but I'm still waiting on that. Developers are restricted right now because we need to pay for each and every topic in Denodo.
Which solution did I use previously and why did I switch?
I have worked with Azure Data Factory. With Data Factory, you need a staging solution, a physical data platform for storage. Denodo doesn't need this, since it has a cache mechanism.
I have also previously worked with TIBCO, but that was more service integration than data integration.
How was the initial setup?
The initial setup was easy. Also, connecting Denodo to Power BI was a smooth process. It was simple to connect it with a Denodo ODBC connector. So installation and connecting with other tools were both very easy.
For deployment and maintenance, we are a team of two developers. It took around eight months to develop the unified views.
What about the implementation team?
I implemented through an in-house team.
What other advice do I have?
I rate this solution a seven out of ten. I work in an advanced analytical area where it helps to reduce bottlenecks, extract from different application sources, improves performance, and gets the desired data, which is what those endpoint people need.
If you have a vast data fabric or data mesh architectural framework, I definitely suggest implementing this kind of a virtualization layer. I recommend Denodo because it has been very easy, compared to other integration platforms.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Assistant Consultant at a tech vendor with 10,001+ employees
Provides ease for accessing data in various ways and it will not require data movement
Pros and Cons
- "Denodo is lightweight in terms of how it leads you to combine your discrete data systems at one spot."
- "It would be good if the solution provided a much-needed cellular platform."
What is our primary use case?
Denodo is a tool used for data virtualization. Our company provides services to our customers. One of our customers is on the Denodo platform.
What is most valuable?
Denodo is lightweight in terms of how it leads you to combine your discrete data systems in one spot. You are able to logically define and create your desired data set without actually getting your data shifted from the data system like any trivial ETL system does. It will not perform any data movement.
The solution provides ease for accessing data in various ways, including on-demand APIs. Uploading your data on an API will take less than an hour.
Denodo provides a good experience in terms of data visualization. The data on demand is the best feature. I also enjoy the go-to feature for data fabrication, or data mass structure, where data democratization is being sent data for all people at that time.
What needs improvement?
There are a few cosmetic changes that would make Denodo better, including offering holistic governance. It would be beneficial if you could see what inquiries are going around Denodo on the remote system, including who has logged in and which one is using which part of the deviant spaces.
Denodo has provided several modules with their scheduler that also have room for improvement.
When thinking about future releases, Denodo should consider their platform availability because our administrator has seen some challenges in this regard. It requires some optimization on the developer side as well.
Denodo would benefit from having a more user-friendly view. It would be good if the solution provided a much-needed cellular platform.
For how long have I used the solution?
I have been using Denodo for five years.
What do I think about the stability of the solution?
The stability of Denodo is okay. You will encounter some load optimization and performance tuning, so you do need some technicality around your data pack.
What do I think about the scalability of the solution?
The scalability is there. With AWS, there is elastic computing that manages scalability.
We currently have over 200 people working on Denodo. This includes our customer's manufacturing organization as well as people from business intelligence and analytics. They consume data directly from Denodo.
How are customer service and support?
Customer service and support with Denodo is quite good. Our concerns are resolved and addressed on time. Overall, I would rate Denodo's technical support a four out of five.
How would you rate customer service and support?
Positive
How was the initial setup?
The initial setup of Denodo is straightforward. The time it takes to deploy depends on each scenario. If you are looking for an inspired level of adoption, that will require time to model the data. However, if you are looking to use Denodo on a more simplified basis, deployment will not take longer than a couple of weeks.
Being an architect, I would rate the ease of setup a four and a half out of five.
What was our ROI?
Denodo typically provides a positive ROI within six months.
What's my experience with pricing, setup cost, and licensing?
Licenses are available for the solution manager or for one of the components. It is a fixed price license for those that connect. The cost for Denodo is in line with other similar products.
What other advice do I have?
The first comment I have for anyone considering implementing Denodo into their organization would be to ensure they understand that they should not expect ETL from Denodo. ETL is an old concept of data integration, while Denodo is the latest version.
With Denodo, there is no need to further your ETL workflows. The workflows will be created in parallel, and you will realize how the Denodo implementation is setting it up to replace your ETL flow. You do not need to smooth or attach anything to what is currently running. By working in parallel with what the Denodo system is using, you will be able to copy across your users on Denodo and realize virtualization over your ETL.
Overall, I would rate Denodo an eight out of ten.
Which deployment model are you using for this solution?
Hybrid Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Amazon Web Services (AWS)
Disclosure: My company has a business relationship with this vendor other than being a customer. Partner
Lead Consultant at Cognizant
An easy-to-maintain solution with a great ability to transfer data
Pros and Cons
- "The ability to transfer data is very valuable."
- "The ability to transfer data is very valuable; it is one of the best when considering other ETL tools and is easy to maintain."
- "We can't scale it to meet digital requirements."
- "We can't scale it to meet digital requirements."
What is our primary use case?
Currently, we're working for one of our industrial resource clients. It is a hospital-based company that does resources and mining worldwide. So we use Denodo to create views for multiple courses so that clients can review them within two seconds.
How has it helped my organization?
We use Denodo to build our views. Before our views relating to GBT ODBC, we sometimes used mosquito bites and XML or flat files.
What is most valuable?
The ability to transfer data is very valuable. It is one of the best when considering other ETL tools and is easy to maintain. Compared to Informatica and Oracle Data Integrator, Denovo is the most convenient.
What needs improvement?
We can't scale it to meet digital requirements.
For how long have I used the solution?
We have been using this solution for one year.
What do I think about the stability of the solution?
It is a stable solution.
What do I think about the scalability of the solution?
It is a scalable solution.
How was the initial setup?
It has a very straightforward setup. However, in some cases, it may take some time, depending on the database and variety of data.
What other advice do I have?
I rate this solution an eight out of ten.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Senior Associate at a tech services company with 10,001+ employees
Good performance but difficulty with large numbers of records
Pros and Cons
- "Denodo's best features are its performance, easy data transformation, and the job scheduler."
- "Denodo's best features are its performance, easy data transformation, and the job scheduler."
- "Denodo has some difficulty supporting large numbers of records."
- "Denodo has some difficulty supporting large numbers of records."
What is our primary use case?
I mainly use Denodo for data modification.
What is most valuable?
Denodo's best features are its performance, easy data transformation, and the job scheduler.
What needs improvement?
Denodo has some difficulty supporting large numbers of records. Its error reporting is also unreliable and doesn't give clear information on the problem. We've also recently had an issue with roles getting deleted.
For how long have I used the solution?
I've been using Denodo for almost fifteen months.
What do I think about the stability of the solution?
We've recently had some problems with slowness and instability.
What do I think about the scalability of the solution?
Denodo is scalable.
How was the initial setup?
The initial setup was easy and took about an hour.
What other advice do I have?
I would rate Denodo seven out of ten.
Which deployment model are you using for this solution?
Hybrid Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Microsoft Azure
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Head de People Analytics at BlueShift
A good virtualization solution, but comes with a high price-point and requires development to be universally user-friendly
Pros and Cons
- "This solution provides us with the ability to sync data, and make it available for anyone to use across the business."
- "This solution provides us with the ability to sync data, and make it available for anyone to use across the business."
- "We would like this solution to be more universally user-friendly. At present it is really only aimed at IT specialists."
- "We would like this solution to be more universally user-friendly. At present it is really only aimed at IT specialists."
What is our primary use case?
We mainly use this solution to virtualize items that are stored on old node servers.
What is most valuable?
This solution provides us with the ability to sync data, and make it available for anyone to use across the business.
What needs improvement?
We would like this solution to be more universally user-friendly. At present it is really only aimed at IT specialists.
For how long have I used the solution?
We have been working with this solution for a year now.
What do I think about the stability of the solution?
We have found the on-premises version of this solution to be very stable.
What do I think about the scalability of the solution?
This solution is scalable, but it is expensive to do so currently.
How was the initial setup?
The initial setup of this solution was easy and straightforward.
What's my experience with pricing, setup cost, and licensing?
The licensing charges for this solution are payable annually.
What other advice do I have?
I would rate this solution a seven out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company has a business relationship with this vendor other than being a customer.
WebFocus BI & Datastage Lead at Accenture
Plenty extraction option, scalable, but large data reduces performance
Pros and Cons
- "The most valuable features of Denodo are the extraction option for adapters, and there are many things for the views, that are cached. Denodo is not storing the data, it looks first to tune the query, and these things are for the agents."
- "The most valuable features of Denodo are the extraction option for adapters, and there are many things for the views that are cached."
- "Denodo can improve usage management-related aspects. If you deal with the mini views, it gets stuck. The performance is very slow when we go with a large number of views and high volume."
- "Denodo can improve usage management-related aspects. The performance is very slow when we go with a large number of views and high volume."
What is our primary use case?
Denodo can be deployed on-premise or in the cloud.
Denodo is used mostly for creating the views and for cache enablement for remote table creations and for pushing the view into the target DBs. The solution can extract data from multiple sources, schedule, create the views, and push them to the target.
What is most valuable?
The most valuable features of Denodo are the extraction option for adapters, and there are many things for the views, that are cached. Denodo is not storing the data, it looks first to tune the query, and these things are for the agents.
What needs improvement?
Denodo can improve usage management-related aspects. If you deal with the mini views, it gets stuck. The performance is very slow when we go with a large number of views and high volume.
In a future release of Denodo, they could add more features, such as remote tables and metadata for views.
For how long have I used the solution?
I have been using Denodo for approximately two years.
What do I think about the stability of the solution?
Denodo's stability could improve.
What do I think about the scalability of the solution?
Denodo is scalable.
We have approximately 100 people using this solution in our organization.
How are customer service and support?
The support for Denodo has been good from our internal teams and their support.
How was the initial setup?
We are using the CSD pipeline for the deployment of Denodo.
What about the implementation team?
We have 30 to 40 people for the maintenance of Denodo.
What other advice do I have?
I rate Denodo a seven out of ten.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
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