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H2O.ai vs. Mattersight Predictive Behavioral Routing (discontinued)

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    H2O.ai

    Score6.4 out of 10
    N/AAn open-source end-to-end GenAI platform for air-gapped, on-premises or cloud VPC deployments. Users can Query and summarize documents or just chat with local private GPT LLMs using h2oGPT, an Apache V2 open-source project. And the commercially available Enterprise h2oGPTe provides information retrieval on internal data, privately hosts LLMs, and secures data.N/A

    Mattersight PBR

    Score6 out of 10
    Enterprise companies (1,001+ employees)
    The former Mattersight Predictive Behavioral Routing was a solution to route inbound calls to agents best able to handle any particular kind of call. The product is no longer available for sale since NICE System's acquisition of Mattersight.N/A
    Pricing
    H2O.aiMattersight PBR
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    H2O.aiMattersight PBR
    Free Trial
    NoYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
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    H2O.aiMattersight PBR
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    User Ratings
    H2O.aiMattersight PBR
    Likelihood to Recommend
    8.1
    (3 ratings)
    7.6
    (4 ratings)
    Usability
    -
    (0 ratings)
    8.0
    (1 ratings)
    Support Rating
    9.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    H2O.aiMattersight PBR
    Likelihood to Recommend
    H2O.ai
    Most suited if in little time you wanted to build and train a model. Then, H2O makes life very simple. It has support with R, Python and Java, so no programming dependency is required to use it. It's very simple to use. If you want to modify or tweak your ML algorithm then H2O is not suitable. You can't develop a model from scratch.
    Incentivized
    Read full review
    Discontinued Products
    Mattersight Predictive Behavioral Routing (PBR) would be very well suited for larger call/contact center environments. The overall benefit grows when there are many agents that handle similar call types. Additionally, the PBR database continues to grow. However, depending on the organization, getting the most of the benefits from the system requires the database to have phone numbers that are likely to call in to the center. Therefore, it would be beneficial for them to collect the calls that are being received so the phone numbers of future calls are in the database.
    Incentivized
    Read full review
    Pros
    H2O.ai
    • Excellent analytical and prediction tool
    • In the beginning, usage of H20 Flow in Web UI enables quick development and sharing of the analytical model
    • Readily available algorithms, easy to use in your analytical projects
    • Faster than Python scikit learn (in machine learning supervised learning area)
    • It can be accessed (run) from Python, not only JAVA etc.
    • Well documented and suitable for fast training or self studying
    • In the beginning, one can use the clickable Flow interface (WEB UI) and later move to a Python console. There is then no need to click in H20 Flow
    • It can be used as open source
    Incentivized
    Read full review
    Discontinued Products
    • Routes callers to agents who have best fit for their personality (thereby increasing revenue and revenue retained).
    • Contains governors to minimize the impact on agents and customers during busy periods.
    • Ease of integration into our existing infrastructure.
    • Sales/support teams from Mattersight are fantastic.
    Incentivized
    Read full review
    Cons
    H2O.ai
    • Better documentation
    • Improve the Visual presentations including charting etc
    Incentivized
    Read full review
    Discontinued Products
    • ISG could use more in depth reporting that is available on demand.
    Read full review
    Support Rating
    H2O.ai
    The overall experience I have with H2O is really awesome, even with its cost effectiveness.
    Incentivized
    Read full review
    Discontinued Products
    No answers on this topic
    Alternatives Considered
    H2O.ai
    Both are open source (though H2O only up to some level). Both comprise of deep learning, but H2O is not focused directly on deep learning, while Tensor Flow has a "laser" focus on deep learning. H2O is also more focused on scalability. H2O should be looked at not as a competitor but rather a complementary tool. The use case is usually not only about the algorithms, but also about the data model and data logistics and accessibility. H2O is more accessible due to its UI. Also, both can be accessed from Python. The community around TensorFlow seems larger than that of H2O.
    Incentivized
    Read full review
    Discontinued Products
    The sales team was knowledgeable; easy to work with; their list of clients was impressive, and the cost was right. The free trial was essential to us testing the product.
    Incentivized
    Read full review
    Return on Investment
    H2O.ai
    • Positive impact: saving in infrastructure expenses - compared to other bulky tools this costs a fraction
    • Positive impact: ability to get quick fixes from H2O when problems arise - compared to waiting for several months/years for new releases from other vendors
    • Positive impact: Access to H2O core team and able to get features that are needed for our business quickly added to the core H2O product
    Incentivized
    Read full review
    Discontinued Products
    • Positive ROI
    • Still assessing customer satisfaction
    • Still assessing employee satisfaction
    Read full review
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