Ataccama Reference Data Manager [EOL] vs Denodo comparison

Ataccama Reference Data Man...

Read 42 Denodo reviews

9,392 Views
2,630 Comparison Views

95% willing to recommend

Comparison Buyer's Guide

Download the report

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.

To learn more, read our detailed Cloud Data Integration Report (Updated: September 2026).

Cloud Data Integration

Download the complete report

Helped 914,351 peers since 2012

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

Ranking in other categories

No ranking in other categories

Denodo

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Integration (9th), Data Virtualization (1st), Cloud Data Integration (8th), Data Management Platforms (DMP) (4th), AI Data Analysis (2nd)

Featured Reviews

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.

Read full review

Douglas Camargo

Senior Backend Engineer at a pharma/biotech company with 51-200 employees

Has simplified multi-database querying and accelerated solution delivery with minimal setup

Denodo offers a great query language, the VQL, which was very easy to understand for someone that only knows SQL. It was easy to work with, and it was easy to integrate various types of databases in general. The usability of the platform is very great. The federated queries were also a feature that I used a lot. The easy usability of Denodo helped my work and made things easier for productivity. We were able to ship code faster than if we needed to use another type of data visualization tool or even an ETL. When we have multiple databases, the standard or common approach is just to have an ETL that matches the data, and we need to write this whole ETL. With Denodo, we can simplify this whole work to a few queries or setups in the databases and just make a few queries. This was actually easier, and it was faster to deliver a solution for a client instead of building a whole ETL pipeline or simply backfilling one database in another. Denodo simplifies your work and helps you ship code or ship solutions in a faster way. I really like the UI that Denodo has on the web app version. It was very simple and actually very beautiful to see. For a complicated program, it was very easy to understand how it works, even for someone who is just approaching the data engineering career or side of the programming language.

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

"Really best product for this certain task area – to make reference data is manageable."

"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."

"If you have the business needs for data visualization which is a core technology that Denodo represents, then, I would say to go for it as the platform really works well."

"The most valuable features are data lineage and the concept of a semantic layer."

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

"It is a go-to tool for data virtualization. The virtualization and data catalog are the features of why we chose Denodo."

"This solution is a really good way to get all your sources organized when there are data problems and things are scattered everywhere."

"The GUI interface allows easy connection of all data sources like API, JSON, or any JDBC source."

"The performance and the speed to market are the most valuable features of this solution."

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."

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

"I'd like to see integrations with AWS, GCP and the like."

"There have been some issues when you are at a table. Currently, Denodo exports data sets for a tabular model. When you are finished modeling your database or data warehouse they export a link to be used in Tableau. They should support other tools like Power BI."

"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."

"Denodo's pricing is not affordable for small companies and is more suitable for medium to large enterprises."

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

"It would be beneficial to make sure that the team that will be using Denodo has some kind of training on how to use the product at least a month beforehand, and there could even be some kind of feedback or Q&A sessions to go along with the training. If Denodo were able to provide this kind of training, it would be very helpful to users in insurance and banking companies because the staff are typically older and not always technically-minded."

"The feature that you have to connect on LDAP needs improvement."

More Denodo cons

Pricing and Cost Advice

Information not available

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

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

"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."

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

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

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

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

"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

See which vendors are best for you

Use our free recommendation engine to learn which Cloud Data Integration solutions are best for your needs.

See recommendations

914,351 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

No data available

Financial Services Firm

20%

Manufacturing Company

13%

Government

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	17
Midsize Enterprise	6
Large Enterprise	20

Questions from the Community

Ask a question

Earn 20 points

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...

See all answers

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...

See all answers

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...

See all answers

Comparisons

Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama Reference Data Manager [EOL]

Compared 32% of the time

TIBCO EBX vs Ataccama Reference Data Manager [EOL]

Compared 31% of the time

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

Compared 6% of the time

Informatica PowerCenter vs Denodo

Compared 5% of the time

Fivetran vs Denodo

Compared 4% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Denodo

Compared 4% of the time

SSIS vs Denodo

Compared 4% of the time

More Denodo Competitors

Product Reports

Master Data Management (MDM) Software

Download Ataccama Reference Data Manager [EOL] product report

Ataccama Reference Data Manager [EOL] report

Download 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.

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

Cloud Data Integration