We performed a comparison between IBM Watson Explorer, Oracle OBIEE, and Yellowfin based on real PeerSpot user reviews.
Find out what your peers are saying about Knime, Weka, IBM and others in Data Mining."For me, as a user, the most valuable feature is the ability to ingest and then retrieve information from a range of separate sources; the ability to dissect questions in context and actually answer them."
"I have found the auto-generated document very useful as well as the main keywords that are highlighted, which are used for the search functionality within IBM Watson Explorer."
"We take natural language that was happening in our repositories and our application and then feed it to the Watson APIs. We receive JSON payloads as an API response to get cognitive feedback from the repository data."
"The ability to easily pull together lots of different pieces of information and drill down in a smarter way than has been possible with other analytics tools is key. Watson is all based on a set of AI and deep learning, machine-learning capabilities, and it is looking behind the scenes at some relationships that you likely would not have spotted on your own. It's pulling things together, categorizing some things, that are not something that you might have seen on your own."
"Ease of use is pretty good as is the standardization of not actually having to have my own natural learning algorithms, just to use the Watson APIs."
"The valuable feature of Watson Explorer for us is data entities, and to see the hidden insights from within unstructured data."
"The solution is easy to use and very flexible."
"The main features of this solution are that it is easy to use, intuitive, and user-friendly. When I retrieve the data from the database it is in a very raw form, then when I use the Oracle Report Builder it has advanced intelligence features to allow me to view and make changes to the data easily."
"The most valuable feature of Oracle OBIEE is its ability to handle large volumes of data and provide traditional BI functionalities that developers can easily understand."
"The scalability of the product is good."
"The most valuable features of Oracle OBIEE are ease of use, the graphical user interface is simple to understand, and the reports can be done without problems. There are many tutorials and training materials available if needed."
"The solution has great reporting and forecasting capabilities."
"The most valuable feature is the user-friendly set of tools that the customer can use to develop their own business dashboards."
"The most valuable feature of Oracle OBIEE is it's designed for Oracle. It works well in the Oracle environment and can sit on top of any application."
"It is a central source of up-to-date data and information."
"It reduces time to reproduce reports, provides easy access to organisational data, and has the ability to generate a wide range of reports and analysis."
"It is able to create information dashboards for various users' throughout."
"It is a little bit tricky to get used to the workflow of knowing how to train Watson, what can be provided, what can't be, how to provide it, how to import, export, and what it means every time you have to add a new dictionary"
"Small businesses will probably have a little harder time getting into it, just because of the amount of resources that they have available, both financial and time, but it really is a solution that should work for them."
"More cognitive feedback would be good. The natural language analysis is great, the sentiment analyzers are great. But I would just like to see more... innovation done with the Watson platform."
"I would say, give some kind of a community edition, a free edition. A lot of companies do, even Amazon gives you some kind of trial and error opportunities. If they could provide something like that, it would be good."
"The solution is expensive."
"It needs better language support, to include some other languages. Also, they should improve the user interface."
"Much of IBM operates this way, where they have sets of tools that are in the middleware space, and it becomes the customer's responsibility or the business partner's responsibility to develop full solutions that take advantage of that middleware. I think IBM's finding itself in that spot with Watson-related technologies as well, where the capabilities to do really interesting and useful things for customers is there, but somebody still has to build it. Is that going to be the customer? Are they going to be willing to take on that responsibility themselves"
"Stability is actually one of the areas that could use improvement. Setting it up is always tough. Setting Explorer requires experts, but also the underlying platform is not that stable. So it really needs a good expert to keep it running."
"n the beginning it had it's stability issues, but it became stable."
"We were not satisfied with the support, because we could not obtain answers or solutions."
"They should develop greater visualization because their visualization isn't industry leading at the moment. The way you pull the data and see the data compared to other platforms, they're lagging a little bit behind. Also, their cost. I've got Oracle account managers trying to persuade me every day to purchase these licenses. Once you purchase OBIEE, then you have to purchase the virtualization and then you have to purchase the mobile license to operate on the mobile. It's really expensive."
"The pricing model could be improved. Right now, it's quite confusing. Many customers have this feeling that it's a super-expensive option."
"It was a little bit tedious to install a new release."
"This solution is weak in the data science perspective. I have past data science experience. And, I find that there is a lot of room for improvement in terms of incorporating more advanced statistical modeling into the product."
"There should be more integration in the solution. For example, there should be one solution with multiple functionalities so that other solutions are not needed. Having one solution with all the needed functionality would be helpful."
"It would be better if it had a wide range of visualization options. For example, Microsoft Power BI has an extensive range of visualization options, but it's not available in OBIEE. There are also some conflicts because it's complicated, but the cloud application is easier. They added some features for ETL with the on-premises application, but we need a different or a separate application for ETL in the cloud. In the next release, I would like to have more AI features."
"It needs more presentation/charting capabilities and integration with GIS."
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