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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

    Mathematica

    Score7 out of 10
    N/AWolfram's flagship product Mathematica is a modern technical computing application featuring a flexible symbolic coding language and a wide array of graphing and data visualization capabilities.

    $1,520

    per year

    Pricing
    IBM watsonx.governanceMathematica
    Editions & Modules
    No answers on this topic
    Standard Cloud
    $1,520
    per year
    Standard Desktop
    $3,040
    one-time fee
    Standard Desktop & Cloud
    $3,344
    one-time fee
    Mathematica Enterprise Edition
    $8,150.00
    one-time fee
    Offerings
    Pricing Offerings
    IBM watsonx.governanceMathematica
    Free Trial
    YesNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details—Discounts available for students and educational institutions. The Network Edition reduce per-user license costs through shared deployment across any number of machines on a local-area network.
    More Pricing Information
    Community Pulse
    IBM watsonx.governanceMathematica
    Considered Both Products
    IBM
    No answer on this topic
    Wolfram
    No answer on this topic
    Key User Insights
    Would buy again
    100%
    Would buy again
    19 Answers
    No answers on this topic
    Delivers good value for the price
    100%
    Delivers good value for the price
    17 Answers
    No answers on this topic
    Happy with the feature set
    100%
    Happy with the feature set
    19 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    85%
    Lived up to sales and marketing promises
    11 Answers
    No answers on this topic
    Implementation went as expected
    88%
    Implementation went as expected
    14 Answers
    No answers on this topic
    Features
    IBM watsonx.governanceMathematica
    BI Standard Reporting
    Comparison of BI Standard Reporting features of IBM watsonx.governance and Wolfram Mathematica
    Feature
    IBM watsonx.governance
    -
    Ratings
    Wolfram Mathematica
    9.9
    6 Ratings
    20% above category average
    Pixel Perfect reports00 Ratings9.84 Ratings
    Customizable dashboards00 Ratings9.94 Ratings
    Report Formatting Templates00 Ratings9.96 Ratings
    Ad-hoc Reporting
    Comparison of Ad-hoc Reporting features of IBM watsonx.governance and Wolfram Mathematica
    Feature
    IBM watsonx.governance
    -
    Ratings
    Wolfram Mathematica
    9.9
    9 Ratings
    23% above category average
    Drill-down analysis00 Ratings9.98 Ratings
    Formatting capabilities00 Ratings9.98 Ratings
    Integration with R or other statistical packages00 Ratings9.97 Ratings
    Report sharing and collaboration00 Ratings9.99 Ratings
    Report Output and Scheduling
    Comparison of Report Output and Scheduling features of IBM watsonx.governance and Wolfram Mathematica
    Feature
    IBM watsonx.governance
    -
    Ratings
    Wolfram Mathematica
    9.3
    8 Ratings
    13% above category average
    Publish to Web00 Ratings9.97 Ratings
    Publish to PDF00 Ratings9.08 Ratings
    Report Versioning00 Ratings9.97 Ratings
    Report Delivery Scheduling00 Ratings8.95 Ratings
    Delivery to Remote Servers00 Ratings8.95 Ratings
    Data Discovery and Visualization
    Comparison of Data Discovery and Visualization features of IBM watsonx.governance and Wolfram Mathematica
    Feature
    IBM watsonx.governance
    -
    Ratings
    Wolfram Mathematica
    9.9
    9 Ratings
    24% above category average
    Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings9.99 Ratings
    Location Analytics / Geographic Visualization00 Ratings9.98 Ratings
    Predictive Analytics00 Ratings9.98 Ratings
    Best Alternatives
    IBM watsonx.governanceMathematica
    Small Businesses
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    Chartio (discontinued)
    Score7.5 out of 10
    Medium-sized Companies
    No answers on this topic
    Jet Reports
    Score9.5 out of 10
    Enterprises
    No answers on this topic
    Kibana
    Score8.4 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    IBM watsonx.governanceMathematica
    Likelihood to Recommend
    8.0
    (18 ratings)
    9.9
    (9 ratings)
    Usability
    8.2
    (7 ratings)
    -
    (0 ratings)
    Support Rating
    -
    (0 ratings)
    9.5
    (2 ratings)
    User Testimonials
    IBM watsonx.governanceMathematica
    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
    Wolfram
    We are the judgement that Wolfram Mathematica is despite many critics based on the paradigms selected a mark in the fields of the markets for computations of all kind. Wolfram Mathematica is even a choice in fields where other bolide systems reign most of the market. Wolfram Mathematica offers rich flexibility and internally standardizes the right methodologies for his user community. Wolfram Mathematica is not cheap and in need of a hard an long learner journey. That makes it weak in comparison with of-the-shelf-solution packages or even other programming languages. But for systematization of methods Wolfram Mathematica is far in front of almost all the other. Scientist and interested people are able to develop themself further and Wolfram Matheamatica users are a human variant for themself. The reach out for modern mathematics based science is deep and a unique unified framework makes the whole field of mathematics accessable comparable to the brain of Albert Einstein. The paradigms incorporated are the most efficients and consist in assembly on the market. The mathematics is covering and fullfills not just education requirements but the demands and needs of experts.
    Mathematica is incompatible with other systems for mCAx and therefore the borders between the systems are hard to overcome. Wolfram Mathematica should be consider one of the more open systems because other code can be imported and run but on the export side it is rathe incompatible by design purposes. A better standard for all that might solve the crisis but there is none in sight. Selection of knowledge of what works will be in the future even more focussed and general system might be one the lossy side. Knowledge of esthetics of what will be in the highest demand in necessary and Wolfram is not a leader in this field of science. Mathematics leves from gathering problems from application fields and less from the glory of itself and the formalization of this.
    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
    Wolfram
    • It allows straightforward integration of analytic analysis of algebraic expressions and their numerical implemented.
    • Supports varying programmatic paradigms, so one can choose what best fits the problem or task: pure functions, procedural programming, list processing, and even (with a bit of setup) object-oriented programming.
    • The extensive and rich tools for graphical rendering make it very easy to not just get 2D and 3D renderings of final output, but also to do quick-and-dirty 2D and 3D rendering of intermediate results and/or debugging results.
    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
    Wolfram
    • Should include more libraries and functions.
    • Should include more functions that can be used in Machine Learning.
    • Should include more functions that can be used in Data Science.
    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
    Wolfram
    No answers on this topic
    Support Rating
    IBM
    No answers on this topic
    Wolfram
    Wolfram Mathematica is a nice software package. It has very nice features and easy to install and use in your machine. Besides this, there is a nice support from Wolfram. They come to the university frequently to give seminars in Mathematica. I think this is the best thing they are doing. That is very helpful for graduate and undergraduate students who are using Mathematica in their research.
    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
    Wolfram
    We have evaluated and are using in some cases the Python language in concert with the Jupyter notebook interface. For UI, we using libraries like React to create visually stunning visualizations of such models. Mathematica compares favorably to this alternative in terms of speed of development. Mathematica compares unfavorably to this alternative in terms of license costs.
    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
    Wolfram
    • Easy to solve huge mathematical equations, so it saved time there
    • Doing analysis and plotting graphs is also another plus point
    • Learning is very slow, and it took lot of time to learn its scripting language
    Incentivized
    Read full review
    ScreenShots

    IBM watsonx.governance Screenshots

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