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DataRobot vs. Mattersight Behavioral Analytics (discontinued)

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    DataRobot

    Score8.2 out of 10
    N/AThe DataRobot AI Platform is presented as a solution that accelerates and democratizes data science by automating the end-to-end journey from data to value and allows users to deploy AI applications at scale. DataRobot provides a centrally governed platform that gives users AI to drive business outcomes, that is available on the user's cloud platform-of-choice, on-premise, or as a fully-managed service. The solutions include tools providing data preparation enabling users to explore and…

    $0

    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
    DataRobotMattersight Behavioral Analytics (discontinued)
    Editions & Modules
    No answers on this topic
    No answers on this topic
    Offerings
    Pricing Offerings
    DataRobotMattersight Behavioral Analytics (discontinued)
    Free Trial
    YesYes
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    YesYes
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    DataRobotMattersight Behavioral Analytics (discontinued)
    Considered Both Products
    DataRobot
    No answer on this topic
    Discontinued Products
    No answer on this topic
    Key User Insights
    Would buy again
    93%
    Would buy again
    54 Answers
    No answers on this topic
    Delivers good value for the price
    92%
    Delivers good value for the price
    48 Answers
    No answers on this topic
    Happy with the feature set
    95%
    Happy with the feature set
    55 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    90%
    Lived up to sales and marketing promises
    46 Answers
    No answers on this topic
    Implementation went as expected
    90%
    Implementation went as expected
    44 Answers
    No answers on this topic
    Best Alternatives
    DataRobotMattersight Behavioral Analytics (discontinued)
    Small Businesses
    Saturn Cloud
    Score7.8 out of 10
    No answers on this topic
    Medium-sized Companies
    No answers on this topic
    Playvox
    Score6.7 out of 10
    Enterprises
    No answers on this topic
    Calabrio WFM
    Score8.1 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    DataRobotMattersight Behavioral Analytics (discontinued)
    Likelihood to Recommend
    8.6
    (59 ratings)
    8.8
    (39 ratings)
    Likelihood to Renew
    6.3
    (4 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
    8.2
    (5 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
    DataRobotMattersight Behavioral Analytics (discontinued)
    Likelihood to Recommend
    DataRobot
    DataRobot can be used for risk assessment, such as predicting the likelihood of loan default. It can handle both classification and regression tasks effectively. It relies on historical data for model training. If you have limited historical data or the data quality is poor, it may not be the best choice as it requires a sufficient amount of high-quality data for accurate model building.
    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
    DataRobot
    • DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
    • Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
    • It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.
    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
    DataRobot
    • The platform itself is very complicated. It probably can't function well without being complicated, but there is a big training curve to get over before you can effectively use it. Even I'm not sure if I'm effectively using it now.
    • The suggested model DataRobot deploys often not the best model for our purposes. We've had to do a lot of testing to make sure what model is the best. For regressive models, DataRobot does give you a MASE score but, for some reason, often doesn't suggest the best MASE score model.
    • The software will give you errors if output files are not entered correctly but will not exactly tell you how to fix them. Perhaps that is complicated, but being able to download a template with your data for an output file in the correct format would be nice.
    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
    Read full review
    Likelihood to Renew
    DataRobot
    DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
    Incentivized
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    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
    DataRobot
    No answers on this topic
    Discontinued Products
    Overall, navigating in the system is easy
    Incentivized
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    Reliability and Availability
    DataRobot
    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
    DataRobot
    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
    DataRobot
    As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.
    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
    DataRobot
    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
    DataRobot
    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
    DataRobot
    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
    DataRobot
    I've done machine learning through python before, however having to code and test each model individually was very time consuming and required a lot of expertise. The data Robot approach, is an excellent way of getting to a well placed starting point. You can then pick up the model from there and fine tune further if you need.
    Incentivized
    Read full review
    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
    DataRobot
    No answers on this topic
    Discontinued Products
    This is such a great product.
    Incentivized
    Read full review
    Return on Investment
    DataRobot
    • We have been able to cut costs by not buying leads that we will not be able to sell on
    • We have been able to deploy loan eligibility reporting which brought in new business
    • We have been able to improve the performance of our credit providers and our partners which has helped to retain business
    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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    ScreenShots

    DataRobot Screenshots

    Screenshot of Decision FlowsScreenshot of No Code App BuilderScreenshot of AI AppsScreenshot of Automated Time SeriesScreenshot of MLOpsScreenshot of Model Insights