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IBM Watson Studio on Cloud Pak for Data vs. TIBCO Data Virtualization

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    IBM Watson Studio

    Score10 out of 10
    N/AIBM Watson Studio enables users to build, run and manage AI models, and optimize decisions at scale across any cloud. IBM Watson Studio enables users can operationalize AI anywhere as part of IBM Cloud Pak® for Data, the IBM data and AI platform. The vendor states the solution simplifies AI lifecycle management and accelerates time to value with an open, flexible multicloud architecture.N/A

    TIBCO Data Virtualization

    Score8.6 out of 10
    N/ATIBCO Data Virtualization is an enterprise data virtualization solution that orchestrates access to multiple and varied data sources and delivers the datasets and IT-curated data services foundation for nearly any solution.N/A
    Pricing
    IBM Watson StudioTIBCO Data Virtualization
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    IBM Watson StudioTIBCO Data Virtualization
    Free Trial
    NoNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    IBM Watson StudioTIBCO Data Virtualization
    Considered Both Products
    IBM
    No answer on this topic
    Cloud Software Group
    No answer on this topic
    Key User Insights
    Would buy again
    100%
    Would buy again
    5 Answers
    78%
    Would buy again
    28 Answers
    Delivers good value for the price
    No answers on this topic
    97%
    Delivers good value for the price
    28 Answers
    Happy with the feature set
    100%
    Happy with the feature set
    5 Answers
    89%
    Happy with the feature set
    31 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    100%
    Lived up to sales and marketing promises
    24 Answers
    Implementation went as expected
    No answers on this topic
    87%
    Implementation went as expected
    26 Answers
    Features
    IBM Watson StudioTIBCO Data Virtualization
    Platform Connectivity
    Comparison of Platform Connectivity features of IBM Watson Studio on Cloud Pak for Data and TIBCO Data Virtualization
    Feature
    IBM Watson Studio on Cloud Pak for Data
    8.1
    22 Ratings
    3% below category average
    TIBCO Data Virtualization
    -
    Ratings
    Connect to Multiple Data Sources8.022 Ratings00 Ratings
    Extend Existing Data Sources8.022 Ratings00 Ratings
    Automatic Data Format Detection10.021 Ratings00 Ratings
    MDM Integration6.414 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of IBM Watson Studio on Cloud Pak for Data and TIBCO Data Virtualization
    Feature
    IBM Watson Studio on Cloud Pak for Data
    10.0
    22 Ratings
    17% above category average
    TIBCO Data Virtualization
    -
    Ratings
    Visualization10.022 Ratings00 Ratings
    Interactive Data Analysis10.022 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of IBM Watson Studio on Cloud Pak for Data and TIBCO Data Virtualization
    Feature
    IBM Watson Studio on Cloud Pak for Data
    9.5
    22 Ratings
    15% above category average
    TIBCO Data Virtualization
    -
    Ratings
    Interactive Data Cleaning and Enrichment10.022 Ratings00 Ratings
    Data Transformations10.021 Ratings00 Ratings
    Data Encryption8.020 Ratings00 Ratings
    Built-in Processors10.021 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of IBM Watson Studio on Cloud Pak for Data and TIBCO Data Virtualization
    Feature
    IBM Watson Studio on Cloud Pak for Data
    9.5
    22 Ratings
    12% above category average
    TIBCO Data Virtualization
    -
    Ratings
    Multiple Model Development Languages and Tools10.021 Ratings00 Ratings
    Automated Machine Learning10.022 Ratings00 Ratings
    Single platform for multiple model development10.022 Ratings00 Ratings
    Self-Service Model Delivery8.020 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of IBM Watson Studio on Cloud Pak for Data and TIBCO Data Virtualization
    Feature
    IBM Watson Studio on Cloud Pak for Data
    8.0
    22 Ratings
    6% below category average
    TIBCO Data Virtualization
    -
    Ratings
    Flexible Model Publishing Options9.022 Ratings00 Ratings
    Security, Governance, and Cost Controls7.022 Ratings00 Ratings
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    IBM Watson StudioTIBCO Data Virtualization
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    No answers on this topic
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    No answers on this topic
    Enterprises
    Posit
    Score10 out of 10
    No answers on this topic
    All AlternativesView all alternativesView all alternatives
    User Ratings
    IBM Watson StudioTIBCO Data Virtualization
    Likelihood to Recommend
    8.0
    (65 ratings)
    7.1
    (43 ratings)
    Likelihood to Renew
    8.2
    (1 ratings)
    6.1
    (3 ratings)
    Usability
    9.6
    (2 ratings)
    5.4
    (5 ratings)
    Availability
    8.2
    (1 ratings)
    8.0
    (2 ratings)
    Performance
    8.2
    (1 ratings)
    6.6
    (20 ratings)
    Support Rating
    8.2
    (1 ratings)
    7.9
    (21 ratings)
    In-Person Training
    8.2
    (1 ratings)
    -
    (0 ratings)
    Online Training
    8.2
    (1 ratings)
    8.0
    (1 ratings)
    Implementation Rating
    7.3
    (1 ratings)
    7.9
    (3 ratings)
    Configurability
    -
    (0 ratings)
    8.0
    (1 ratings)
    Ease of integration
    -
    (0 ratings)
    3.0
    (1 ratings)
    Product Scalability
    8.2
    (1 ratings)
    8.0
    (2 ratings)
    Vendor post-sale
    7.3
    (1 ratings)
    8.0
    (1 ratings)
    Vendor pre-sale
    8.2
    (1 ratings)
    8.0
    (1 ratings)
    User Testimonials
    IBM Watson StudioTIBCO Data Virtualization
    Likelihood to Recommend
    IBM
    It has a lot of features that are good for teams working on large-scale projects and continuously developing and reiterating their data project models. Really helpful when dealing with large data. It is a kind of one-stop solution for all data science tasks like visualization, cleaning, analyzing data, and developing models but small teams might find a lot of features unuseful.
    Incentivized
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    Cloud Software Group
    TIBCO Data Virtualization is well suited for customers who are challenged to deal with extracting data from dozens of different sources and systems, and do not have the time and liberty to hire data engineers and/or ETL developers to write dozens or hundreds of complex ETLs. However, there are situations where TIBCO Data Virtualization severely underperforms, and those are where we are dealing with large volumes of data, in tera bytes or peta byte scale system. For example, a messaging queue which sends 200 million messages every hour will choke TIBCO Data Virtualization if the technology is chosen to route the data.
    Incentivized
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    Pros
    IBM
    • Integration of IBM Watson APIs such as speech to text, image recognition, personality insights, etc.
    • SPSS modeler and neural network model provide no-code environments for data scientists to build pipelines quickly.
    • Enforced best-practices set up POCs for deployment in production with a minimum of re-work.
    • Estimator validation lets data scientists test and prove different models.
    Incentivized
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    Cloud Software Group
    • Connecting to different data silos and presenting the data as a singled unified layer of data.
    • Exposing data to Technical and non technical users through Web UI or reporting tools
    • Secured exposure of data as web services.
    • Row level and column level data security
    • Multi tenancy data security.
    • Real time data by connecting to the operational databases
    • Historical data generation
    Incentivized
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    Cons
    IBM
    • The cost is steep and so only companies with resources can afford it
    • It will be nice to have Chinese versions so that Chinese engineers can also use it easily
    • It takes a while to learn how to input different kinds of skin defects for detection
    Incentivized
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    Cloud Software Group
    • Performance of TDV Studio (its own IDE) is poor.
    • Performance of TDV repository database is rather poor for larger numbers of objects .(Note: We have approx. 9tsd objects introspected in TDV and approx. 20tsd objects generated in upper DV layers.)
    • Propagation of privileges to parent/child dependencies does not work when applying recursively on a folder. (It's a huge setback when working with large number of objects organized semantically into subfolders.)
    • Lack of command line client interface for scripting at the time of version 8.4 (I had to write my own CLI.)
    • TDV Studio does an absolutely horrible job with its own code editors when indentation is in place. Also, the editor is brutally slow and feature-poor.
    • Tracking privileges on the level of table/view columns causes occasional problems when regranting.
    • TDV's stored programs ("SQL scripts" in their own terminology) compiler leaves out many syntactic and semantic checks, making them hugely prone to run-time errors.
    • TDV Server's REST API is a very poor (in terms of features) and flawed cousin to its SOAP API (at the time of version 8.4).
    Incentivized
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    Likelihood to Renew
    IBM
    because we find out that DSX results have improved our approach to the whole subject (data, models, procedures)
    Incentivized
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    Cloud Software Group
    It is useful for us to see the data and do analysis. Also we use it to generate reports and see trends or gather insights
    Incentivized
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    Usability
    IBM
    The UI flawlessly merges this offering by providing a neat, minimal, responsive interface
    Incentivized
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    Cloud Software Group
    TDV's interface is a bit dated and not entirely intuitive. Would recommend some UX design review as the interface leaves a bit to be better understood to be used by users without inherent knowledge of Tibco. Overall I'd suggest more improvement here to ensure usability by a lesser tech audience.
    Incentivized
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    Reliability and Availability
    IBM
    From time to time there are services unavailable, but we have been always informed before and they got back to work sooner than expected
    Incentivized
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    Cloud Software Group
    We have never encountered issues where it was unavailable when we needed it.
    Incentivized
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    Performance
    IBM
    Never had slow response even on our very busy network
    Incentivized
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    Cloud Software Group
    This product's performance is very consistent. It is extremely rare for templates to fail. I've been using this software for 5 years and find it to be both simple and powerful. The impact within the company has been very positive as different processes in different areas, such as data analysis, development, and integrations, have been improved, and, best of all, it has not affected the users. Various systems with which it is connected in order to obtain information.
    Incentivized
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    Support Rating
    IBM
    I received answers mostly at once and got answered even further my question: they gave me interesting points of view and suggestion for deepening in the learning path
    Incentivized
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    Cloud Software Group
    On a few occasions I have asked TIBCO technical support for help because I have adapted perfectly to their tools, but in those few that I have communicated with their technical team I have received personalized, attentive, responsible attention and I am always assisted by an expert staff the topic. A TIBCO technical support technician spent more than an hour helping me to solve a problem in the initial stage of implementation in my department and this is something that I always appreciate.
    Incentivized
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    In-Person Training
    IBM
    The trainers on the job are very smart with solutions and very able in teaching
    Incentivized
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    Cloud Software Group
    No answers on this topic
    Online Training
    IBM
    The Platform is very handy and suggests further steps according my previous interests
    Incentivized
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    Cloud Software Group
    The training was helpful. I was able to understand how to use TIBCO for the data load process that we implemented and how to perform various troubleshooting steps based on the training I received. The technician was thorough and took the time to answer any questions. Once we were shown how to use TIBCO in the test environment, we were able to configure the production environment ourselves.
    Incentivized
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    Implementation Rating
    IBM
    It surprised us with unpredictable case of use and brand new points of view
    Incentivized
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    Cloud Software Group
    Other vendors have clearer, more visual implementation documentation. We also did not have our data architect and and server administrator available full-time for implementation. In the future, we will secure the necessary internal resources.
    Incentivized
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    Alternatives Considered
    IBM
    The main reason I personally changed over from Azure ML Studio is because it lacked any support for significant custom modelling with packages and services such as TensorFlow, scikit-learn, Microsoft Cognitive Toolkit and Spark ML. IBM Watson Studio provides these services and does so in a well integrated and easy to use fashion making it a preferable service over the other services that I have personally used.
    Incentivized
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    Cloud Software Group
    We did not need to evaluate another technology in the same category for data virtualization, since we are 100% sure of the capabilities and benefits that we would have with TIBCO Data Virtualization, both for market positioning as well as success stories from other companies. great renown worldwide. From the first day of use, it meets our needs to provide the expected solutions.
    Incentivized
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    Scalability
    IBM
    It helped us in getting from 0 to DSX without getting lost
    Incentivized
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    Cloud Software Group
    Good scaling
    Incentivized
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    Return on Investment
    IBM
    • Could instantly show data driven insights to drive 20% incremental revenue over existing results
    • Still don't have a real use case for unstructured data like twitter feed
    • Some of the insights around user actions have driven new projects to automate mundane tasks
    Incentivized
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    Cloud Software Group
    • We took spreadsheets that took hours a month to update and made them update automatically using TDV, saving hours a month of analyst time
    • The incremental cost of TDV relative to straight spotfire licensing made it a no-brainer due to the ease of data management
    • We continue to automate legacy business processes in TDV, saving time all over the organization.
    Incentivized
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    ScreenShots

    TIBCO Data Virtualization Screenshots

    Screenshot of Data Flow EditorScreenshot of Data CatalogScreenshot of Transform Editor