Overview
Product Information on Amazon Comprehend
What is Amazon Comprehend?
Amazon Comprehend Pricing
Overall experience with Amazon Comprehend
“Amazon Comprehend: A scalable, easy-to-adopt NLP service that delivers fast value within AWS, but requires careful cost and customization planning at scale.”
“Document Size Restriction Limits In-Depth Analysis to Only 5,000 Bytes”
About Company
Company Description
Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.
Company Details
Key Insights
A Snapshot of What Matters - Based on Validated User Reviews
User Sentiment About Amazon Comprehend
Reviewer Insights for: Amazon Comprehend
Deciding Factors: Amazon Comprehend Vs. Market Average
Performance of Amazon Comprehend Across Market Features
Amazon Comprehend Likes & Dislikes
Easy to use and fast to adopt, fully managed and serverless, strong enterprise-ready features, good out-of-the-box accuracy and optional customization when needed.
Read Full Review1. The deployment process is effortless as it provides ready-made NLP services without needing to train the models. 2. It has a deep integration with the AWS ecosystem making its inclusion seamless if your company is already using AWS features. 3. Comprehend allows the user to train custom models based on your company's own data.
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Limited customization and model control, costs can scale quickly, inconsistency accuracy in niche domains and languages, batch and asynchronous processing limitations, vendor lock-in within AWS and limited explainability and transparency.
Read Full Review1. It has limited depth and nuance 2. It offers little visibility into how predictions are made, making debugging or improving model performance difficult 3. Without custom training, it struggles with industry-specific language
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Peer Discussions
Amazon Comprehend Reviews and Ratings
- Data And Analytics Manager50M-1B USDBankingReview Source
Amazon Comprehend: A scalable, easy-to-adopt NLP service that delivers fast value within AWS, but requires careful cost and customization planning at scale.
Overall, the experience with Amazon Comprehend has been positive, especially in cloud-native and enterprise contexts. It stands out for its ease of use, strong out-of-the-box capabilities, and seamless integration with the AWS ecosystem. - DATA AND ANALYTICS MANAGER50M-1B USDSoftwareReview Source
Comprehend Delivers Ready-Made NLP but Struggles With Complex Industry Data
Comprehend delivers dependable, usable NLP features like entity extraction and sentiment analysis with minimal setup. However, it struggles with deeper language nuances and industry-specific understanding (like Insurance), making it less effective for complex tasks. - DATA ANALYST50M-1B USDBankingReview Source
AWS Comprehend Offers Useful Tools Despite Complex Datamodeling for Some
I was an AWS Comprehend user when I was a program manager at AWS. It was a good product even at an early stage with really cool features. I just always struggle with how complex the data model at AWS seems to be for end users. - SENIOR DATA ENGINEER50M-1B USDSoftwareReview Source
Accurate Pii Data Identification Offset by Limited Documentation Availability
I have used this product when I was exploring to mask Pii data. it does a pretty good job in detecting Pii data - DATA AND ANALYTICS - SR. ANALYST1B-10B USDConsumer GoodsReview Source
Integration with AWS Services Supports Enterprise-Scale Analytics and Automation Workflows
It's a powerful Natural Language Processing service that enables us to extract insight, detect sentiments and identify entities from large volumes of unstructured text. Its integration with other AWS Integration services such as Redshift makes it a natural fit for enterprise-scale data analytics workflows.