Amazon Comprehend Pros and Cons

From my experience, Amazon Comprehend is providing the effort of building their own models from scratch. And most importantly, it gives support with AWS services, such as Amazon S3 for data storage And AWS Lambda. Review collected by and hosted on G2.com.

Of course, It's important to review the pricing details. And I belong to Down area, it's requires a stable internet connection to access and utilize the service. Review collected by and hosted on G2.com.

I like all of its features as it allows me to capture the full picture of projects and execute them appropriately without needing to merge any other tools to get it done. Review collected by and hosted on G2.com.

There really isn't anything negative that I have to say about the product as it works in conjunction with my day-to-day tasks without failing me or my co-workers. Review collected by and hosted on G2.com.

Well, first and foremost, I like that Amazon Comprehend has such accurate sentiment analysis. It can understand the emotions behind text, which is crucial for businesses to gauge customer feedback and understand their sentiments. It's like having a virtual empathy engine!

Another thing I love is the entity recognition feature. Amazon Comprehend can identify and extract important entities from text, like names, organizations, and locations. It's fantastic for organizing and categorizing information, making data analysis a breeze. Review collected by and hosted on G2.com.

One thing that I find slightly challenging is the pricing model. Amazon Comprehend charges based on the number of units processed, and it can get quite expensive when dealing with large volumes of text data.

For smaller businesses or startups on a tight budget, it might pose some limitations in terms of affordability. I wish there were more flexible pricing options or plans tailored for different business sizes. Review collected by and hosted on G2.com.

Initially, text analysis requires much time and knowledge to start research, as it requires building the environment and adjusting the software used for text analysis. However, since Amazon Comprehend provides an easy-to-understand GUI with all the preparations already done, starting various studies immediately without requiring engineers' knowledge is very beneficial. Review collected by and hosted on G2.com.

We hope that this will be improved in the future, as it is possible to instantly perform advanced analysis, such as sentiment analysis on English texts, but other languages do not perform as well as English in their default state Review collected by and hosted on G2.com.

Amazon comprehend helps to convert, work and play on valuable insights on various fields like social media, document simplification and also to train a particular level of understanding to develop best to complete PII level works. Review collected by and hosted on G2.com.

It is still not much exposed to the customers who doesn't use it or who are unknown. It needs to be highlighted on mass level to participate in competitive market, so that it gives heights to best of the approaches Review collected by and hosted on G2.com.

Amazon Comprehend is very easy and helps users to analyze text data in many languages very quickly, as it does not require much of software setup. It can handle large data as well. Review collected by and hosted on G2.com.

Amazon Comprehend laces in accuracy for the results it provides. We need to review the results to get more accuracy. And also, the cost of the software is high, as compared to the features it is providing. Review collected by and hosted on G2.com.

Extraction of data from various sources and analyzing capabilities Review collected by and hosted on G2.com.

Difficult to use for non-developers and little complex Review collected by and hosted on G2.com.

Amazon Comprehend is a natural language services that usses machine learning and it's top most uses now a day to manage the cloud bases and when we want multiple storage we use this. Review collected by and hosted on G2.com.

Most of the time it's not work expected so, after some time we need to restart all the services to manage same functionality and even most of the login not proper work. Review collected by and hosted on G2.com.

Easy to use

Language detection works great on various sizes of documents

Works with all of the main document types including PDF

Support batch & real-time analysis

Relatively cheap, with a free tier Review collected by and hosted on G2.com.

Topic modeling requires a lot of documents

Supports mainly UTF-8

Limitation on size of documents

Comprehend Medical is quite expensive Review collected by and hosted on G2.com.

pay as you use model ,

Highly scalable. Customizable as per the needs.

And the technical support facility available for the tools is high. And it is potent tool for analyzing any text data. Review collected by and hosted on G2.com.

While this tool setup and usage is easy, the accuracy of the tool is not up to the mark compared to the other devices in the market.

And even when we have the pay-as-you-use model, this tool's subscription charge is high for its accuracy level. Review collected by and hosted on G2.com.