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|This café is great! The staff is friendly, and the coffee is delicious.||Avernum is a series of demoware role-playing video games by Jeff Vogel. It is available for Mac and Windows-based computers.||I’ve had multiple conversations with your customer support, and they were worthless. No one could address my issues.|
|Aspect name||Aspect priority||Cloud-based sentiment analysis solutions||Auto ML sentiment analysis solutions||Custom sentiment analysis solutions|
|Time to deploy||High||Fast. If you buy a ready-made solution, you can use it immediately||Slower. It takes days and even weeks||Even slower. It can take several weeks or even months to build a custom AI sentiment analysis tool|
|Costs||High||Low initial investment. But you might pay more in licensing fees as you submit more queries||Similar to cloud-based solutions||Higher initial investment, but costs will decline later. For more insights, you can refer to our AI costs article|
|Scalability||Medium to high||It can be scaled||Similar to cloud-based tools||Highly scalable. You can ask your vendor to build the solution with scalability in mind, but it will require additional resources|
|Data privacy||Medium to high||Your data is given to a third party||Your data is given to a third party||Your data remains on premises|
|Maintenance and support||Medium||Likely to be limited. Vendors can even decide to stop supporting this version of the product and leave you on your own. However, you can arrange for support as a part of your deal for additional fees||Similar to cloud-based solutions||Custom software vendors can allocate full-time dedicated teams to support you|
|Fitting in with your existing applications and APIs||Medium||Reasonable||Reasonable||It is designed to fit into your applications|
|Ability to handle complex cases||Medium||Depends on the solution. Some complex cases might be included, some will not be there||Similar to cloud-based tools||A custom AI-based sentiment analysis solution vendor can deliver a tool tailored to your business cases, whether it's typos, sarcasm, or any other demands|
|Competitive advantage||Low to medium||Limited, as you are using the same algorithms as some of your competitors||It depends. You can’t influence it||It gives you a competitive advantage as your software is unique. It is possible to develop a robust model with the desired quality-to-speed balance|
|Incorporating updates||Low||You wait for the vendor to release updates at their convenience||Similar to cloud-based solutions||You can incorporate updates whenever needed as you own the code|
|Data requirements||Low||None. The provider uses their own datasets for training||You supply training data||You supply training data|