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Ataccama Reference Data Manager [EOL] vs Denodo comparison

Ataccama and Denodo are both solutions in the Cloud Data Integration category. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 95% of Denodo users who would recommend it.
Denodo
Read 42 Denodo reviews
  • 8,615 Views
  • 2,498 Comparison Views
95% willing to recommend
 

Comparison Buyer's Guide

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Executive Summary
We performed a comparison between Ataccama Reference Data Manager [EOL] and Denodo based on real PeerSpot user reviews.

Find out what your peers are saying about Amazon Web Services (AWS), Informatica, Palantir and others in Cloud Data Integration.

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Cloud Data Integration
July 2026
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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

Ataccama Reference Data Man...
Average Rating
10.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
Denodo
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
42
Ranking in other categories
Data Integration (8th), Data Virtualization (1st), Cloud Data Integration (8th), Data Management Platforms (DMP) (4th), AI Data Analysis (2nd)
 

Featured Reviews

it_user69087 - PeerSpot reviewer
it_user69087
Head of Data Analytics at a financial services firm with 5,001-10,000 employees
We evaluated Microsoft master data services – it's nice but far from Ataccama RDM especially in workflow features
We use this system for managing reference data. It’s the most useful system for data warehouse because all data sources have to come from relational database. Unfortunately before Ataccama RDM was installed, some reference code books came from EXCEL, which is definitely an error-prone data source that does not have proper dataflow and quality checks when inputting data. We are using this system also for managing hard-coded logic in ETLs by creating special reference tables and creating workflows to update it in a manageable way. We will use it for managing code book which is currently booked in some systems but doesn’t have sexy features as in Ataccama RDM. This system can simplify data transfer between systems, eliminate extra copies and is different from a time perspective.
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Patel-Dhulva - PeerSpot reviewer
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.
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Quotes from Members

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

Pros

"Really best product for this certain task area – to make reference data is manageable."
"The performance and the speed to market are the most valuable features of this solution."
"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."
"Denodo has a great community and they provide access to a lot of internet information, forums and meetings of various kinds."
"The performance of our application has increased significantly."
"Technical support is fantastic as far as availability and advice."
"In terms of data virtualization, I think it's very well-rounded."
"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."
"The ability to transfer data is very valuable."
More Denodo pros
 

Cons

"Creation process of services for on-line validation data (special services which are able to be used by another system) is too complicated."
"In cases where there are multiple virtualizations—such as reading from one Denodo view that is virtualized, and from that view there's also virtualization, and another team is reading from that view—if multiple virtualizations happen with no caching in between, it becomes slow."
"The support is not the best and should be improved."
"In my opinion, it's very expensive. For small companies, it's not a solution that most small companies can afford."
"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."
"We can't scale it to meet digital requirements."
"Denodo's training documentation could be improved by providing more material."
"Denodo currently integrates with ChatGPT, but the ability to manage and utilize them directly within Denodo would be a significant improvement."
"Documentation needs to be improved, they need to lift their game."
More Denodo cons
 

Pricing and Cost Advice

Information not available
"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."
"The pricing is pretty good, and I would rate it at four out of five."
"The cost for Denodo is in line with other similar products."
"For us, the cost has been okay. Also, there are no additional costs; it's just the standard licensing fee."
"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."
"I don't know the actual cost, but it's tens of thousands of dollars per month."
"Denodo provides a lightweight 30-day free trial, but when we do courses on top of it, it costs $150 for each person."
"The licensing should be improved, as the cost per connector is quite expensive."
More Denodo pricing and cost advice
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
22%
Manufacturing Company
13%
Government
6%
Energy/Utilities Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business17
Midsize Enterprise6
Large Enterprise20
 

Questions from the Community

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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...
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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...
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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...
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Comparisons

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TIBCO EBX vs Ataccama Reference Data Manager [EOL]
Compared 38% of the time
Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama Reference Data Manager [EOL] Logo
Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama Reference Data Manager [EOL]
Compared 38% of the time
SAP Master Data Governance vs Ataccama Reference Data Manager [EOL] Logo
SAP Master Data Governance vs Ataccama Reference Data Manager [EOL]
Compared 24% of the time
More Ataccama Reference Data Manager [EOL] Competitors
Matillion Data Productivity Cloud vs Denodo Logo
Matillion Data Productivity Cloud vs Denodo
Compared 7% of the time
Informatica PowerCenter vs Denodo Logo
Informatica PowerCenter vs Denodo
Compared 5% of the time
Fivetran vs Denodo Logo
Fivetran vs Denodo
Compared 5% of the time
SSIS vs Denodo Logo
SSIS vs Denodo
Compared 4% of the time
Informatica Intelligent Data Management Cloud (IDMC) vs Denodo Logo
Informatica Intelligent Data Management Cloud (IDMC) vs Denodo
Compared 4% of the time
More Denodo Competitors
 

Product Reports

Buyer's Guide
Master Data Management (MDM) Software
July 2026
Ataccama Reference Data Manager [EOL] reportDownload Ataccama Reference Data Manager [EOL] product report
Buyer's Guide
Denodo
August 2026
Denodo reportDownload Denodo product report
 

Also Known As

Reference Data Manager
Denodo for AWS
 

Overview

Reference Data Manager (RDM) enables you to maintain a consistent representation of reference data across all departments and databases in your organization. This user friendly web-based application provides the flexibility and workflow functionality needed to create a company-wide reference data environment that is not only secure and powerful, but easy to use as well.
Ataccama

Denodo specializes in data virtualization, data cataloging, and user-friendly interfaces. It's recognized for connecting disparate data sources, presenting unified data for analytics, and supporting efficient decision-making with agile analytics and robust data governance.

Denodo effectively aggregates data from multiple sources to offer a comprehensive understanding through its virtualization capabilities. It provides role-based access control, flexible query languages, performance optimization, and integration with databases. Enhancements are needed in its interface and documentation to ensure better user experiences. While the platform supports cloud migration, integration challenges with tools like Salesforce and MuleSoft exist. Improvements in data visualization, automation, and scalability, especially in large data environments, are critical areas for growth.

What are the key features of Denodo?
  • Data Virtualization: Connects diverse data sources to create a cohesive and unified view for robust analytics.
  • Data Cataloging: Efficiently organizes and makes data easily discoverable across the system.
  • Role-Based Access Control: Secures data by assigning roles and permissions to users.
  • Integration Capabilities: Seamlessly integrates with databases, optimizing performance and data management.
  • Lineage Tracing: Tracks data flow to enhance governance and compliance.
What benefits should users look for in Denodo reviews?
  • Enhanced Data Governance: Assists in maintaining compliance and regulatory requirements through robust security controls.
  • Improved Decision-Making: Offers agile analytics and real-time data access for informed choices.
  • Increased Efficiency: Provides self-service analytics and streamlined data handling to boost organizational productivity.

In industries like finance, healthcare, and retail, Denodo plays a crucial role in data virtualization and integration. Organizations use it to unify disparate data systems, enabling real-time analytics and supporting cloud migrations. Denodo's platform is ideal for businesses needing to aggregate, transform, and utilize diverse data efficiently, optimizing operations and enhancing governance.

Denodo
 

Sample Customers

Bank of Montreal
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
Buyer's Guide
Cloud Data Integration
July 2026
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