AtScale Adaptive Analytics (A3) vs Denodo comparison

Cancel
You must select at least 2 products to compare!
AtScale Logo
237 views|201 comparisons
0% willing to recommend
Denodo Logo
1,097 views|705 comparisons
93% willing to recommend
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The GUI interface is nice and easy to use."

More AtScale Adaptive Analytics (A3) Pros →

"Denodo is very stable.""The logical data warehouse functionality is fantastic. It truly stands out. The ClearOptimizer and Virtual Cache are great features. They work together seamlessly to optimize performance.""The most valuable feature is Data Catalogs.""The most valuable features are query optimization and the single language independence from the sources we're using to catch data.""Denodo makes it easy to export data as a service or data link to other services.""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.""The ability to connect to a lot of different sources.""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."

More Denodo Pros →

Cons
"The organization of the icons is not saved across users.""The product was not able to meet our 10 second refresh requirements.""There was an issue with the incremental aggregation not working as indicated."

More AtScale Adaptive Analytics (A3) Cons →

"The solution is slow when there are many virtualization layers.""We can't scale it to meet digital requirements.""It would be good if the solution provided a much-needed cellular platform.""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 solution should have its own acceleration technology.""The dropdown menus feel antiquated to me, and the administrative portals need 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.""Monitoring event logs can be improved. In the older version, there was a monitoring schedule to get event reports and properly audit the reports. In the newer version, it is not there, and we have to manually configure data and audit events."

More Denodo Cons →

Pricing and Cost Advice
Information Not Available
  • "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."
  • More Denodo Pricing and Cost Advice →

    report
    Use our free recommendation engine to learn which Data Virtualization solutions are best for your needs.
    770,394 professionals have used our research since 2012.
    Questions from the Community
    Ask a question

    Earn 20 points

    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
    5th
    Views
    237
    Comparisons
    201
    Reviews
    0
    Average Words per Review
    0
    Rating
    N/A
    1st
    Views
    1,097
    Comparisons
    705
    Reviews
    20
    Average Words per Review
    718
    Rating
    7.8
    Comparisons
    Also Known As
    AtScale, AtScale Intelligence Platform
    Learn More
    Overview

    AtScale is the leading provider of intelligent data virtualization for big data analytical workloads, empowering citizen data scientists to accelerate and scale their business’ data analytics and science capabilities and ultimately build insight-driven 

    AtScale connects people to live disparate data without the need to move or extract it, leveraging existing investments in big data platforms, applications and tools. AtScale creates automated data engineering using a single set of semantics so consumers can query live data (either on premise or in the cloud) in seconds without having to understand how or where it is stored—providing security, governance and predictability in data usage and storage costs.

    Benefits:

    No data movement: AtScale is agnostic to data platforms and data location, whether on-premises or in the cloud, in a data lake or a data warehouse.

    Automatic “smart” aggregate creation: AtSacle’s intelligent aggregates adapt to the data model and how it is used, automating the data engineering tasks required to support those activities and reducing time spent from weeks to hours.

    Use your existing BI and AI tools: AtScale provides access to live, atomic-level data without the user needing to understand where or how to access the data, so you can keep using your tools of choice.

    No more extracts or shadow IT: AtScale eliminates the need for extracts with a single, consistent, governed view of live data, regardless of which BI and AI tools are used.

    Data-as-a-service: AtScale allows metadata to be created once, with centrally defined business rules and calculations, exposing data assets as a service.

    Data platform portability: Models built in AtScale are portable, with no need to recreate them for different platforms. AtScale can easily be repointed to new data platforms, making migration seamless to business users.

    Faster time-to-insight: AtScale reduces time-to-insight from weeks and months to minutes and hours. AtScale virtual models can be created and deployed in no time, with no ETL or data engineering.

    Future-proof your data architecture: AtScale alleviates the complexities of data platform and analytics tool integration, making cloud, hybrid-cloud and multi-cloud data architectures a reality without compromising performance, security, agility or existing governance and security policies.

    Features:

    Design CanvasTM: AtScale’s Design Canvas visually and intuitively connects to any data platform, allowing you to create virtual multidimensional cubes without ETL.

    Autonomous Data Engineering: Just-in-time query optimization that anticipates the needs of the data consumer.

    Universal Semantic LayerTM: A workspace with a Design Canvas for your data consumers to define business meaning and get a single-source-of-truth.

    Security & Data Governance: Centralized security policy to decentralize access using the tenants of Zero Trust.

    Virtual Cube Catalog: A gateway to data that is easily discoverable and frictionless—and available to use every day, en masse.

    AtScale connects people to live disparate data without the need to move or extract it, leveraging existing investments in big data platforms, applications and tools. AtScale creates automated data engineering using a single set of semantics so consumers can query live data (either on premise or in the cloud) in seconds without having to understand how or where it is stored—providing security, governance and predictability in data usage and storage costs.



    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
    Rakuten, TD Bank, Aetna, Glaxo-Smith Kline, Biogen, Toyota, Tyson
    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 Firm26%
    Manufacturing Company12%
    Computer Software Company7%
    Healthcare Company6%
    REVIEWERS
    Financial Services Firm25%
    Manufacturing Company19%
    Computer Software Company13%
    Government6%
    VISITORS READING REVIEWS
    Financial Services Firm19%
    Manufacturing Company10%
    Computer Software Company9%
    Energy/Utilities Company8%
    Company Size
    VISITORS READING REVIEWS
    Small Business16%
    Midsize Enterprise8%
    Large Enterprise76%
    REVIEWERS
    Small Business33%
    Midsize Enterprise13%
    Large Enterprise53%
    VISITORS READING REVIEWS
    Small Business14%
    Midsize Enterprise9%
    Large Enterprise77%
    Buyer's Guide
    Denodo vs. IBM Cloud Pak for Data
    May 2024
    Find out what your peers are saying about Denodo vs. IBM Cloud Pak for Data and other solutions. Updated: May 2024.
    770,394 professionals have used our research since 2012.

    AtScale Adaptive Analytics (A3) is ranked 5th in Data Virtualization while Denodo is ranked 1st in Data Virtualization with 29 reviews. AtScale Adaptive Analytics (A3) is rated 5.0, while Denodo is rated 7.8. The top reviewer of AtScale Adaptive Analytics (A3) writes "The GUI interface is nice and easy to use, but the organization of the icons is not saved across users". On the other hand, the top reviewer of Denodo writes "Saves our underwriters' time with data virtualization, but could provide more learning resources". AtScale Adaptive Analytics (A3) is most compared with Dremio, ThoughtSpot, SAP BusinessObjects Business Intelligence Platform, Kyvos and Alation Data Catalog, whereas Denodo is most compared with Azure Data Factory, AWS Glue, Delphix, Mule Anypoint Platform and Alteryx Designer.

    See our list of best Data Virtualization vendors.

    We monitor all Data Virtualization 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.