Ab Initio Co>Operating System vs Denodo comparison

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Ab Initio Logo
2,206 views|1,092 comparisons
66% willing to recommend
Denodo Logo
5,286 views|3,300 comparisons
93% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Ab Initio Co>Operating System and Denodo based on real PeerSpot user reviews.

Find out in this report how the two Data Integration solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.
To learn more, read our detailed Ab Initio Co>Operating System vs. Denodo Report (Updated: March 2024).
768,578 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data.""Co>Operating System's most valuable feature is its ability to process bulk data effectively."

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"It is a very stable solution.""The ability to connect to a lot of different sources.""The most valuable feature is Data Catalogs.""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.""The most valuable aspects of this solution are the short time frame in which you can deliver and connect.""The data abstraction is the most valuable feature.""Denodo's best features are its performance, easy data transformation, and the job scheduler.""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."

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Cons
"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence.""Co>Operating System would be improved with more integrations for less well-known technologies."

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"The feature that you have to connect on LDAP needs improvement.""The data catalog certainly has room for improvement. It is functional but we look forward to development. We are in constant contact with Denodo and they are fully aware of our needs.""The solution should have its own acceleration technology.""Tasks such as conversion of a date format or conversion of a number format that can be done in a very easy way in different languages, like SQL or Oracle, are not so easy to do in Denodo. For example, if you want to convert a date from one format to another, in Oracle it's pretty easy; in Denodo, however, it requires so many lines of code. Simple things that can be done very quickly in other database languages require more lines of code in Denodo.""We occasionally have some integration issues that we need to work through.""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.""Documentation needs to be improved""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."

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Pricing and Cost Advice
  • "Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."
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  • "The licensing should be improved, as the cost per connector is quite expensive."
  • "I don't know the actual cost, but it's tens of thousands of dollars per month."
  • "The licensing charges for this solution are payable annually."
  • "The pricing is pretty good, and I would rate it at four out of five."
  • "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."
  • "Depending on the size of the client you want to work with, it can be prohibitively expensive at times."
  • "There is an express edition and a licensed enterprise edition."
  • "Talking with my manager and others, nobody has complained about the pricing so far which is a positive sign."
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    Questions from the Community
    Top Answer:Co>Operating System's most valuable feature is its ability to process bulk data effectively.
    Top Answer:Co>Operating System would be improved with more integrations for less well-known technologies. In the next release, Co>Operating System should include some AI capabilities on the data governance side… more »
    Top Answer:My primary use of this solution is in the banking sector to process financial movements and generate reports. I also use it in the risk area of banking to detect thefts and risky behaviors.
    Top Answer: 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 it… more »
    Top Answer: 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… more »
    Top Answer: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… more »
    Ranking
    28th
    out of 100 in Data Integration
    Views
    2,206
    Comparisons
    1,092
    Reviews
    2
    Average Words per Review
    243
    Rating
    9.5
    12th
    out of 100 in Data Integration
    Views
    5,286
    Comparisons
    3,300
    Reviews
    20
    Average Words per Review
    718
    Rating
    7.8
    Comparisons
    Also Known As
    Co>Operating System
    Learn More
    Ab Initio
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    Overview
    The Co>Operating System is an environment for building, integrating, and running enterprise business applications. The Co>Operating System is the foundation for all of Ab Initio's technologies. These technologies provide a complete and seamless application development and execution environment.

    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
    A multinational transportation company
    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
    Top Industries
    VISITORS READING REVIEWS
    Financial Services Firm41%
    Computer Software Company9%
    Insurance Company6%
    Educational Organization6%
    REVIEWERS
    Financial Services Firm25%
    Manufacturing Company19%
    Computer Software Company13%
    Government6%
    VISITORS READING REVIEWS
    Financial Services Firm19%
    Manufacturing Company9%
    Computer Software Company9%
    Energy/Utilities Company8%
    Company Size
    VISITORS READING REVIEWS
    Small Business12%
    Midsize Enterprise7%
    Large Enterprise81%
    REVIEWERS
    Small Business33%
    Midsize Enterprise13%
    Large Enterprise53%
    VISITORS READING REVIEWS
    Small Business14%
    Midsize Enterprise9%
    Large Enterprise77%
    Buyer's Guide
    Ab Initio Co>Operating System vs. Denodo
    March 2024
    Find out what your peers are saying about Ab Initio Co>Operating System vs. Denodo and other solutions. Updated: March 2024.
    768,578 professionals have used our research since 2012.

    Ab Initio Co>Operating System is ranked 28th in Data Integration with 2 reviews while Denodo is ranked 12th in Data Integration with 29 reviews. Ab Initio Co>Operating System is rated 9.6, while Denodo is rated 7.8. The top reviewer of Ab Initio Co>Operating System writes "High performance and flexible solution for companies with large amounts of data". On the other hand, the top reviewer of Denodo writes "Saves our underwriters' time with data virtualization, but could provide more learning resources". Ab Initio Co>Operating System is most compared with SSIS, Collibra Catalog, AWS Glue, Informatica Cloud Data Integration and Talend Data Management Platform, whereas Denodo is most compared with Azure Data Factory, AWS Glue, Delphix, Mule Anypoint Platform and Informatica PowerCenter. See our Ab Initio Co>Operating System vs. Denodo report.

    See our list of best Data Integration vendors and best Cloud Data Integration vendors.

    We monitor all Data Integration reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.