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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    IBM watsonx.governance

    Score8.7 out of 10
    N/AThe more AI is embedded into daily workflows, the more proactive governance is required to drive responsible, ethical decisions across the business. Watsonx.governance is used to direct, manage, and monitor an organization’s AI activities, and employs software automation to strengthen the user's ability to mitigate risk, manage regulatory requirements and address ethical concerns without the excessive costs of switching data science platforms—even for models developed using third-party tools.N/A

    MATLAB

    Score8.8 out of 10
    N/AMatLab is a predictive analytics and computing platform based on a proprietary programming language. MatLab is used across industry and academia.

    $49

    per student license

    Pricing
    IBM watsonx.governanceMATLAB
    Editions & Modules
    No answers on this topic
    Student
    $49
    per student license
    Home
    $149
    perpetual license
    Education
    $250
    per year
    Education
    $500
    perpetual license
    Standard
    $860
    per year
    Standard
    2,150
    perpetual license
    Offerings
    Pricing Offerings
    IBM watsonx.governanceMATLAB
    Free Trial
    YesNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details
    More Pricing Information
    Community Pulse
    IBM watsonx.governanceMATLAB
    Considered Both Products
    IBM
    No answer on this topic
    MathWorks
    No answer on this topic
    Key User Insights
    Would buy again
    100%
    Would buy again
    19 Answers
    100%
    Would buy again
    16 Answers
    Delivers good value for the price
    100%
    Delivers good value for the price
    17 Answers
    100%
    Delivers good value for the price
    12 Answers
    Happy with the feature set
    100%
    Happy with the feature set
    19 Answers
    94%
    Happy with the feature set
    15 Answers
    Lived up to sales and marketing promises
    85%
    Lived up to sales and marketing promises
    11 Answers
    88%
    Lived up to sales and marketing promises
    7 Answers
    Implementation went as expected
    88%
    Implementation went as expected
    14 Answers
    100%
    Implementation went as expected
    12 Answers
    Best Alternatives
    IBM watsonx.governanceMATLAB
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    IBM SPSS Statistics
    Score8.1 out of 10
    Medium-sized Companies
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    Alteryx Platform
    Score9 out of 10
    Enterprises
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    Alteryx Platform
    Score9 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    IBM watsonx.governanceMATLAB
    Likelihood to Recommend
    8.0
    (18 ratings)
    8.0
    (54 ratings)
    Usability
    8.2
    (7 ratings)
    5.0
    (5 ratings)
    Support Rating
    -
    (0 ratings)
    9.5
    (7 ratings)
    User Testimonials
    IBM watsonx.governanceMATLAB
    Likelihood to Recommend
    IBM
    We have been able to make the right decisions based on performance metrics. Data assets across the enterprise have experienced significant growth from comprehensive audits that drive quality growth. The platform has filtered out poorly analyzed data from the workflow chain and introduced stable control mechanisms that meet compliance policies.
    Incentivized
    Read full review
    MathWorks
    MATLAB really does best for solving computational problems in math and engineering. Especially when you have to use a lot of functions in your solving process, or if you have a nonlinear equation that must be iteratively solved. [MATLAB] can also perform things like integration and derivation on your equations that you put into it.
    Incentivized
    Read full review
    Pros
    IBM
    • Supports external AI cloud deployments
    • Helps in the implementation of controls based on ISO/IEC 42001 and the NIST AI RMF
    • Real-time monitoring
    Incentivized
    Read full review
    MathWorks
    • It has a very user friendly library which helps users learn this software fairly quickly in a short span of time.
    • The graphical user interface provided by the software is really good.
    • The code that a person writes allows options for debugging.
    • One can visualize the flow of control of their code inside MATLAB.
    Incentivized
    Read full review
    Cons
    IBM
    • Possibility to configure regulatory frameworks where evaluations, documentation, and metrics can be mapped to legal or standard requirements.
    • Possibility to generate structured audit packs aligned to standards or regulations such as ISO/IEC 42001 and the EU AI Act.
    • Provide pre-built connectors for common GRC platforms such as OneTrust, Vanta or Drata.
    Incentivized
    Read full review
    MathWorks
    • MatLab is pricier than most of its competitors and because of this reason, many organizations are moving towards cheaper alternatives - mostly Python.
    • MatLab is inefficient when it comes to performing a large number of iterations. It gets laggy and often crashes. Python is better in this regard.
    • There is a limited number of hardware options (mostly NI) that can be connected directly to the data acquisition toolbox.
    Incentivized
    Read full review
    Usability
    IBM
    Research data can be handled and
    governed more effectively to save time and minimize errors. Practical learning helps students
    become more marketable to employers by giving them practical experience with
    industry-standard tools.
    Updates content on AI
    governance in courses to make them more appealing to students. Lowers the time
    needed to manually check for biases, increasing the validity of research
    findings.
    Incentivized
    Read full review
    MathWorks
    MATLAB is pretty easy to use. You can extend its capabilities using the programming interface. Very flexible capabilities when it comes to graphical presentation of your data (so many different kinds of options for your plotting needs). Anytime you are working with large data sets, or with matrices, MATLAB is likely to be very helpful.
    Incentivized
    Read full review
    Support Rating
    IBM
    No answers on this topic
    MathWorks
    The built-in search engine is not as performing as I wish it would be. However, the YouTube channel has a vast library of informative video that can help understanding the software. Also, many other software have a nice bridge into MATLAB, which makes it very versatile. Overall, the support for MATLAB is good.
    Incentivized
    Read full review
    Alternatives Considered
    IBM
    Market leader in AI Governance, Strong GRC solution using IBM OpenPage and watsonx.governance. The product has the key ingredient as follows, OOTB evaluators, custom evaluators, LLM as a judge, simple workflow (though needs to create DPT using templates) and integration with Openpage for Visualization and compliance workflow make it as a ideal for the GRC requirements
    Incentivized
    Read full review
    MathWorks
    How MATLAB compares to its competition or similar open access tools like R (programming language) or SciLab is that it's simply more powerful and capable. It embraces a wider spectrum of possibilities for far more fields than any other environment. R, for example, is intended primarily for the area of statistical computing. SciLab, on the other hand, is a similar open access tool that falls very short in its computing capabilities. It's much slower when running larger scripts and isn't documented or supported nearly as well as MATLAB.
    Incentivized
    Read full review
    Return on Investment
    IBM
    • It has massively cut down the time our compliance teams spent on preparing compliance packs for EU emissions report. We're talking 4 weeks of manual tracing and spreadsheet validations to just under 3 days now!
    • IBM watsonx.governance flags anomalies in shipping data 2 weeks earlier than our older system, saving us thousands by renegotiating contracts before spot prices rise
    Incentivized
    Read full review
    MathWorks
    • MATLAB helps us quickly sort through large sets of data because we keep the same script each time we run an analyzation, making it very efficient to run this whole process.
    • The software makes it super easy for us to create plots that we can then show to investors or clients to display our data.
    • We are also looking to create an app for our product, and we will not be able to do that on MATLAB, therefore creating a limiting issue and a new learning curve for a programming language.
    Incentivized
    Read full review
    ScreenShots

    IBM watsonx.governance Screenshots

    Screenshot of the IBM watsonx.governance dashboard.Screenshot of a catalog of available agents.