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H2O.ai vs. Mattersight Behavioral Analytics (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 Behavioral Analytics (discontinued)

    Score7.4 out of 10
    Enterprise companies (1,001+ employees)
    Mattersight Behavioral Analytics, alternately known as Nexidia Analytics after Mattersight's acquisitions by NICE Systems, was a tool used to identity behavioral trends occurring in customer service, and help organizations to identify coaching opportunities. The product is no longer available for sale.N/A
    Pricing
    H2O.aiMattersight Behavioral Analytics (discontinued)
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    H2O.aiMattersight Behavioral Analytics (discontinued)
    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
    Best Alternatives
    H2O.aiMattersight Behavioral Analytics (discontinued)
    Small Businesses
    Saturn Cloud
    Score7.8 out of 10
    No answers on this topic
    Medium-sized Companies
    DataRobot
    Score8.2 out of 10
    Playvox
    Score6.7 out of 10
    Enterprises
    DataRobot
    Score8.2 out of 10
    Calabrio WFM
    Score8.1 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    H2O.aiMattersight Behavioral Analytics (discontinued)
    Likelihood to Recommend
    8.1
    (3 ratings)
    8.8
    (39 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    9.1
    (3 ratings)
    Usability
    -
    (0 ratings)
    8.2
    (2 ratings)
    Availability
    -
    (0 ratings)
    9.1
    (1 ratings)
    Performance
    -
    (0 ratings)
    7.3
    (1 ratings)
    Support Rating
    9.0
    (1 ratings)
    9.1
    (1 ratings)
    In-Person Training
    -
    (0 ratings)
    9.1
    (1 ratings)
    Online Training
    -
    (0 ratings)
    9.1
    (1 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.1
    (1 ratings)
    Configurability
    -
    (0 ratings)
    9.1
    (1 ratings)
    Ease of integration
    -
    (0 ratings)
    9.1
    (1 ratings)
    Product Scalability
    -
    (0 ratings)
    9.1
    (1 ratings)
    Vendor post-sale
    -
    (0 ratings)
    9.1
    (1 ratings)
    Vendor pre-sale
    -
    (0 ratings)
    9.1
    (1 ratings)
    User Testimonials
    H2O.aiMattersight Behavioral Analytics (discontinued)
    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
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    Discontinued Products
    IF it is cruicial in your organization to have the internal conversations recorded, this is NOT the product for you. If you do not need that, the savings in time by the software analyzing calls in a way where you can search for specific incidents is fantastic. The training on personality types and how to work with each one is also a great tool for any organization. I can say if it weren't for the rep to rep recording piece, I would give this product a 9.
    Incentivized
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    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
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    Discontinued Products
    • I love how the systems analyzes the callers so QA's are able to help guide the agent on how to better handle that style on the next call.
    • I love how the system runs reports for us. We no longer have to manually enter and produce reports, which is a "bear" of a project.
    • Behavioral Analytics helps me keep track of not only my team's progress, but the progress of team leads and supervisors doing coaching and QA monitors.
    Incentivized
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    Cons
    H2O.ai
    • Better documentation
    • Improve the Visual presentations including charting etc
    Incentivized
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    Discontinued Products
    • Maintainence of the portal. Mattersight will sometimes perform scheduled maintainence on the portal which disrupts the completion of goals.
    • Usable reporting. Mattersight could do better with creating usable reports of individual performance.
    • Interaction with phone system. Changes to the IVR will often cause calls to be lost and thus have gaps in reporting.
    Incentivized
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    Likelihood to Renew
    H2O.ai
    No answers on this topic
    Discontinued Products
    Mattersight Behavioral Analytics has always shown great support to our organization. They are always willing to help and find new ways to improve our customer experience. The team we have with Mattersight has become part of our everyday work lives in which we value their business
    Incentivized
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    Usability
    H2O.ai
    No answers on this topic
    Discontinued Products
    Overall, navigating in the system is easy
    Incentivized
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    Reliability and Availability
    H2O.ai
    No answers on this topic
    Discontinued Products
    We have not had any issues with BA's availability. It is always up and running. The only issues we run into is staff not logging in everyday because they already have so many systems up as it is. Other than users, BA is great and is always there.
    Incentivized
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    Performance
    H2O.ai
    No answers on this topic
    Discontinued Products
    The pages load very quickly. The reports are nice. I wish I could understand a little more about what is on the reports and what all the sections mean, but once you remove the information that is not needed the reports are easy to filter through and read. I do wish that we would get Outlook notification for comments and monitors.
    Incentivized
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    Support Rating
    H2O.ai
    The overall experience I have with H2O is really awesome, even with its cost effectiveness.
    Incentivized
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    Discontinued Products
    Mattersight gives great support. Every time I reach out to them I get a response within the hour, even if it is just to tell me that they will check into the issue. The staff always stays in contact and even after changes have been made or answers given they follow back up with you and make sure everything is going smoothly. The Mattersight team never makes you feel like you are burden and it feels that with every contact they grow a little more as well.
    Incentivized
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    In-Person Training
    H2O.ai
    No answers on this topic
    Discontinued Products
    This was a great class. We learned so much about the program and our team through the on-site training provided by Mattersight. The trainers were very professional and playful at the same time. They really brought the training to life. The trainers were great at answering all questions and making sure we could train our staff in the same professional, yet fun, manner.
    Incentivized
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    Online Training
    H2O.ai
    No answers on this topic
    Discontinued Products
    I love the roundtable meetings. This is a great way to come together with other companies that are also using the product. It is great to hear about how others train and hear some of their struggles and success stories, so we are able to make the best BA training out there.
    Incentivized
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    Implementation Rating
    H2O.ai
    No answers on this topic
    Discontinued Products
    It was really nice to start slowly and train leadership and then slowly start implanting of BA to the staff. This helped with coaching and helped with new staff as they hit the floor. We found that this helped the staff relate and share stories to help with team dynamic. Great system.
    Incentivized
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    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
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    Discontinued Products
    The version of Calabrio that we were using strictly recorded calls - It did not offer nearly as many options as what is available in Mattersight. Mattersight allowed us to implement a consistent approach to customer interactions. In addition, searching for calls, and specific points within the calls, is much more efficient with Mattersight.
    Incentivized
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    Scalability
    H2O.ai
    No answers on this topic
    Discontinued Products
    This is such a great product.
    Incentivized
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    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
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    Discontinued Products
    • We believe we improved our customer service with our employees working with our customers and adapting to their styles.
    • We improved our manager's efficiency selecting calls to monitor and conducting impactful coaching sessions.
    • We had challenges determining a true ROI as we found it difficult/impossible to fully isolate Mattersight's impact to our bottom line. It was hard to attribute our lead conversion applications and revenue directly to Mattersight with several other external factors in play.
    Incentivized
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