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Denodo

Denodo

Overview

What is Denodo?

Denodo is the eponymous data integration platform from the global company headquartered in Silicon Valley.

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Recent Reviews

TrustRadius Insights

Denodo has proven to be a valuable tool for organizations seeking quick and efficient implementations of web services. Users have found …
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Product Demos

Integration of the Denodo Platform with AWS Redshift

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Denodo Training | Denodo Tutorial | What Is Denodo [How To Install Denodo] - MindMajix

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Setting up Denodo using Docker container

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Denodo Data Catalog Demo

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[Videoblog] API Data Access Made Easy: Connecting Web Services with the Denodo Platform ​

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Exploring the Self-Service Capabilities of the Denodo Platform

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Product Details

What is Denodo?

According to the vendor, Denodo is regarded as a leading presence in the field of data management. Their Platform endeavors to facilitate the integration, management, and delivery of data through a logical approach that empowers self-service business intelligence, data science capabilities, hybrid/multi-cloud data integration solutions, and enterprise-level data services. The product aspires to offer IT organizations the flexibility necessary to refine their data strategies while minimizing any adverse impact on business operations. Its intended benefits include diminished data replication, consistent security measures and governance across multiple systems, as well as providing users with adaptable applications. Although the specific industries or professions benefiting from Denodo are not directly mentioned by the vendor themselves, they assert that their clientele consists of large enterprises and mid-market companies representing over 30 distinct sectors.

Real-Time Data Integration

The product enables users to efficiently access and query data without the need for replicating or incurring costly ETL processes. Denodo's platform provides a centralized data access layer, facilitating discovery, integration, and secure sharing of datasets across small and large organizations as well as different departments within larger organizations. It is compatible with on-premises, hybrid cloud, and multi-cloud environments, offering versatile deployment options. Advanced configuration parameters for deployment, caching optimization, automated infrastructure management, and embedded data preparation capabilities are among its key features for self-service analytics. By adopting Denodo's data virtualization solution, organizations can achieve cost-effectiveness improvements while leveraging existing IT infrastructure and realizing faster time-to-value.

Ready-To-Use Software on Cloud Platforms

The product aims to enable the adoption of data virtualization by providing pre-built software solutions on popular cloud platforms. The vendor asserts that this solution can simplify and expedite the implementation of data virtualization projects, regardless of whether they are deployed on-premises or in hybrid/cloud environments. The Denodo Platform offers various functionalities such as data governance, operational and administrative tools, architectural and engineering support, and project/program management assistance to enhance overall proficiency. Users have the option to explore the full range of features available through a free trial offered on AWS, Azure, or GCP. Featuring a user-friendly web-based interface, automated cloud deployment options, and AI-powered query optimization capabilities, businesses can improve their agility, efficiency, and security when integrating and delivering data across complex multi-cloud setups. Furthermore, the platform provides pre-configured instances for specific cloud providers including AWS Cloud (AMI), Microsoft Azure (Virtual machine), Google Cloud Platform (GCP), and Alibaba Cloud. By leveraging cloud infrastructure services with "Bring your Own License" flexibility via Infrastructure as a Service (IAAS), customers can enjoy streamlined installation processes.

Unified Security and Governance

The product is positioned to address the need for organizations to effectively manage security, data privacy, and data protection. It offers a centralized platform that allows the application of governance policies and fine-grained security controls. By providing a single point of control, organizations can establish security controls over their entire infrastructure and gain visibility into all data assets. Additionally, comprehensive data activity audit logs enable tracking and monitoring of data access and usage. The overarching goal is to enable organizations to securely find, access, integrate, and share data for informed decision-making while ensuring compliance with policies and regulations.

Performance Optimization with AI

The product intends to improve performance optimization through the integration of artificial intelligence (AI) capabilities. The vendor asserts that Denodo employs AI-driven query optimization techniques to enable effective processing of queries, leading to efficient data delivery in intricate hybrid multi-cloud environments. This functionality is designed to enhance user satisfaction and facilitate expedited time-to-insight by enhancing query execution speed and overall system efficiency.

Agile Data Provisioning and Integration

The Denodo Platform seeks to provide a comprehensive set of capabilities for implementing logical data integration, management, and delivery, which in turn enable agile data analytics and informed decision-making processes. This product aims to assist companies in creating agile solutions by virtualizing their data assets and constructing a unified data services layer. With support for defining basic development processes, the platform emphasizes enhancing development tasks for organizations requiring such assistance. The vendor asserts that Denodo facilitates seamless data provisioning and integration by granting efficient access to and incorporation of diverse data sources while addressing challenges related to location or format. Ultimately, this contributes to faster application deployment and reduced time-to-market for businesses leveraging the platform's agility-oriented functionalities.

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Frequently Asked Questions

Denodo is the eponymous data integration platform from the global company headquartered in Silicon Valley.

Blacklight are common alternatives for Denodo.

The most common users of Denodo are from Enterprises (1,001+ employees).
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Comparisons

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Reviews and Ratings

(18)

Community Insights

TrustRadius Insights are summaries of user sentiment data from TrustRadius reviews and, when necessary, 3rd-party data sources. Have feedback on this content? Let us know!

Denodo has proven to be a valuable tool for organizations seeking quick and efficient implementations of web services. Users have found that when other technologies are too time-consuming to implement, Denodo provides a solution that allows for the rapid creation of custom web services using their data. Its governance and resource management capabilities make it easy for users to share and find existing data, reducing the need to create it from scratch. Additionally, Denodo serves as a centralized system for controlling production, information exchange, safety, and regulation.

The engineering team at many companies has utilized Denodo to overcome the challenges of mashing complex data structures from different sources. By providing a JDBC wrapper for the result set, Denodo simplifies business needs that would otherwise be difficult projects. One user mentioned how their proprietary UX software utilizes Denodo to expose data in grids and enable analytics on mashed up data. Executives greatly benefit from Denodo's ability to correlate key information and visualize reports quickly, contributing to more informed decision-making. Furthermore, Denodo helps organizations efficiently and safely manage all business data, further enabling better decision-making processes. It has been implemented in various client sites to help them move away from outdated systems, providing an advantage over persisting information into siloed databases by virtualizing datasets. This is particularly useful for connecting decentralized data sources from different legacy applications and facilitating data discovery and mapping in real-time at minimal replication cost.

Easy Database Connectivity: According to multiple users, the product's database connectivity is easy and compatible. This has been appreciated by many reviewers as it allows for the reuse of existing technologies and architecture, reducing the learning curve for users.

Export/Import Deployment: Many users found the export/import deployment feature to be very helpful. It enables easy transfer of configurations and settings between different environments, making it convenient for users to work seamlessly in various setups.

Flexible Data Visualization and Integration: The ability to create and combine new views in the product has been highly valued by reviewers. This functionality provides flexibility in data visualization and analysis, enhancing user productivity. Additionally, the integration with different sources of data and other tools has been seen as a positive aspect, enabling users to work with diverse datasets effectively.

  • Lack of Documentation and Resources: Some users have mentioned a lack of documentation and a small user community for Denodo, making it difficult to find resources when encountering issues. This has resulted in frustration and delays in problem-solving.
  • Issues with Caching: Several users have reported experiencing issues with caching in Denodo. They have found that the cache is not being refreshed when expected, leading to outdated or incorrect data being displayed. These caching problems have caused inconvenience and errors for these users.
  • High Licensing Costs: A number of reviewers have expressed concern over the high licensing costs associated with using Denodo for data virtualization. They feel that the cost may be prohibitive for smaller organizations, limiting their ability to benefit from this technology. The expensive pricing structure has been seen as a major drawback by these users.

Users commonly recommend Denodo for its compatibility, adaptability, and connectivity to other layers. They consider it the best platform for data virtualization and merging data from multiple sources. Users also appreciate Denodo's advanced concept of data visualization and highlight its good scheduling options and easy interface for defining joins and schemas for tables. However, there are some concerns raised by users regarding the complexity of the administration part during installation and upgrade. They also mention issues with bugs, cache support, clustering support, and the use of Derby DB in Denodo 7 that affect performance. Users advise allowing time for implementation and adjusting it to business needs. Additionally, they recommend being on at least version 5.5 of Denodo for significant improvements.

Attribute Ratings

Reviews

(1-5 of 5)
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Tulip Anjum Purna | TrustRadius Reviewer
Score 9 out of 10
Vetted Review
Verified User
Incentivized
Within our company, we use Denodo when a web service is required quickly or when another technology (like Java) is too time-consuming to implement. Its governance and resource management ease data sharing. It enables us and our apps to find existing data instead of creating them from scratch. We use Denodo, which allows anyone to create custom web services using their data. It comes equipped with out-of-the-box source connectors, allowing for a rapid data parsing process (JSON, XML, etc.). It's a lone system for controlling production, information exchange, safety, and regulation. It allows distributed architecture to reuse existing technology and architecture.
  • Easy and compatible database connectivity.
  • It allows the reuse of existing technologies and architecture.
  • There is a need for improved documentation regarding schedulers and caching
  • It would be better to build it in-house and tailor it to the company's specific requirements.
Denodo allows us to create and combine new views to create a virtual repository and APIs without a single line of code. It is excellent because it can present connectors with a view format for downstream consumers by flattening a JSON file. Reading or connecting to various sources and displaying a tabular view is an excellent feature. The product's technical data catalog is well-organized.
  • Data protection.
  • Governance of data.
  • It is caching of data.
  • Multiple data source fusion.
  • The help desk is very effective.
  • It is a huge advantage that we can connect to many different databases to provide data rapidly and accurately.
  • It has proven to be a valuable environment for deploying data virtualization solutions, and its user community is active in finding and fixing issues.
Denodo is an excellent tool for data virtualization because of its virtualization and cache capabilities, which aid in solving challenging issues. In our company, the Denodo Data Virtualization platform has proven to be an invaluable tool. It's helped us combine data, provide real-time integration, and build a tool-agnostic semantic layer, reducing delivery time and development costs. Denodo provides first-rate tutorials and supports desk services. It's easy to create and combine new views to create a virtual repository and APIs without coding! So many reasons it makes it a unique tool.
Score 8 out of 10
Vetted Review
Verified User
Incentivized
We have very decentralized data sources from different legacy applications. So this tool is very useful for us to connect all these legacy systems. This tool is very helpful for our data discovery and mapping. Getting real time data from Apis and combining data from multiple systems were major challenges, which were solved by Denodo with minimum replication cost.
  • Data Governance
  • Security
  • Collecting Real Time Data
  • Not great if you have very large volumes of data
  • Can be a little buggy
This tool is very easy to use and support multi database infrastructure. We have a very large enterprise and are blending data across the enterprise. What denodo has helped us achieve is both federated and non federated data with the same reusable data structures.
  • User Friendly
  • Communication with many other systems
  • Easy Interface
  • Saves a lot of time
Denodo is simple and easy to use. Highly recommended unless you have huge volumes of data!
Victoria Suarez | TrustRadius Reviewer
Score 8 out of 10
Vetted Review
Verified User
This system has helped us as an efficient and safe way to manage all business data, allowing us as an organization to make more specific decisions in situations of business data analysis. It is quite easy to implement so within our organization it did not take much time to turn it into a tool for references on our data.
  • Information gathering
  • Data security
  • Allows you to recover information that has been deleted.
  • Powerful search engine for documents or records.
It mainly follows the regulations on data use, tracks the information requested in less time, being of great help when decisions are required to be made in a short period of time. Saying that there are situations in which this tool does not perform its functions well is something that personally I can not comment because it has worked well for me.
  • Cloud data storage
  • Fairly high data security system
  • Rising business strategies
  • Full data visualization
Score 8 out of 10
Vetted Review
Verified User
Incentivized
We have implemented Denodo to several client sites. Most of the clients approached us to help them get out of their outdated systems, and we have recommended Denodo a few times since the tool virtualizes datasets which can be advantageous over persisting information into siloed databases.
  • Database Agnostic: You can easily connect to different environments and mash up data sets.
  • The "magic" of data virtualization: No data is created, so data is reported in near-real-time to end users.
  • It's easy to use UI for developers. You just connect to a data source, create tables, and join them to other datasets.
  • Lack of Documentation and user community: Denodo continues to have a small community of super users, therefore there is not a lot of documentation out there in the event you get stuck.
  • Cost: Data virtualization isn't cheap, so smaller organizations might shy away from this technology due to the high licensing costs.
  • Caching strategy: Some slower datasets will require caching... which argues, why not just do traditional ETL if you need to do this?
Donodo is very well suited for large organizations with siloed datasets. Denodo thrives in these environments, since large organizations can afford the licensing costs, and are always tasked to mash up data from multiple environments throughout the organization.
  • Positive ROI for one client who was paying too much for an existing legacy reporting platform that hasn't been updated in decades.
  • Positive ROI for another client that didn't have any traditional BI tools.
  • A positive experience for end users who can now run a report using multiple data sources in near real time.
We evaluated other data virtualization platforms such as Cisco Composite. We found that Composite had an even smaller community and less support than Denodo. Denodo is putting a lot of the revenue earned from licensing costs to grow the product, and we did not get that vibe from Composite.
Denodo is a tool to rapidly mash data sources together and create meaningful datasets. It does have its downfalls though. When you create larger, more complex datasets, you will most likely need to cache your datasets, regardless of how proper your joins are set up. Since DV takes data from multiple environments, you are taxing the corporate network, so you need to be conscious of how much data you are sending through the network and truly understand how and when to join datasets due to this.
Denodo is very easy to use. It has a user-friendly drag and drop interface. I'm not a fan of the java platform it resides on.
November 21, 2015

Denodo - do no delays

Karthick Subharaj Rajarathinam | TrustRadius Reviewer
Score 7 out of 10
Vetted Review
Verified User
Incentivized
Denodo was used by the engineering team. It helped with mashing complex data structures from disparate sources and providing a JDBC wrapper for the result set. It simplified business needs that were difficult projects otherwise. The company's proprietary UX software exposed the data in grids and enabled analytics on mashed up data. It enormously benefited the executives to be able to correlate key information and visualize reports in seconds that otherwise were too laborious.
  • Flat learning curve.
  • Does not need brilliant developers.
  • Less need for custom denodo wrappers, even if needed is not very complex.
  • Denodo stored procedures and functions helped address complex, not straightforward requirements.
  • Export/import deployment between environments was very helpful.
  • Caching - but I am sure it will be improved by now. There were times when we expected the cache to be refreshed but it was stale.
  • Schema generation of endpoints from API response was sometimes incomplete as not all API calls returned all the fields. Will be good to have an ability to load the schema itself (XSD/JSON/Soap XML etc).
  • Denodo exposed web services were in preliminary stage when we used; I'm sure it will be improved by now.
  • Export/Import deployment, while it was helpful, there were unexpected issues without any errors during deployment. Issues were only identified during testing. Some views were not created properly and did not work. If it was working in the environment from where it was exported from, it should work in the environment where it is imported.
Denodo is a data virtualization software that works on real-time data. Choose it when you do not want to have a local storage or replication.
1. Do you need to mashup data from different datasources returning different types of data at real-time? Denodo works here.
2. Do you need to do data aggregation and run reports on local data? Denodo may not be the best fit.
3. Do you want a wrapper for your database and expose as webservices? Maybe Denodo can fit. However this is purely based on business needs.
4. Do you want to use Denodo as a caching layer? Maybe Denodo is not suited for this. You have to look at specific caching solutions.
5. Is time-to-market a key factor? Integrating two sources was a cakewalk with Denodo. It is a compromise of cost vs. time-to-market.
6. How frequently will you need to integrate another datasource or a new data set? One time integration may be best to achieve outside of Denodo or any data virtualization platform for that matter.
  • Improved time-to-market. We addressed new requirements in less than 2 person days.
  • Very agile. Easy to handle changing requirements. Like a new requirement, a change in requirement was not expensive either.
  • Platform issues were difficult to diagnose and debug.
I did not use any other data virtualization platform. BizTalk is not the right comparison; it is an integration layer and for orchestration; do not use denodo as an orchestration layer, it is not for connecting upstreams to downstreams and orchestrate data flows, it is primarily for pulling information and presenting in a fashion that benefit the audience.
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