Amazon Comprehend vs. NaturalText Comparison


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About Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. No machine learning experience required. There is a treasure trove of potential sitting in your unstructured data. Customer emails, support tickets, product reviews, social media, even advertising copy represents insights into customer sentiment that can be put to work for your business. The question is how to get at it? As it turns out, Machine learning is particularly good at accurately identifying specific items of interest inside vast swathes of text (such as finding company names in analyst reports), and can learn the sentiment hidden inside language (identifying negative reviews, or positive customer interactions with customer service agents), at almost limitless scale. Amazon Comprehend uses machine learning to help you uncover the insights and relationships in your unstructured data.	About NaturalText A.I. helps you get more out of your data. Discover relationships, create collections, and unveil hidden insights in documents and other text-based data. NaturalText A.I. uses novel artificial intelligence technology to uncover hidden relationships in data. The software uses various state-of-the-art methods to understand context, analyze patterns, and reveal insights—all in a human-readable way. Reveal insights hidden in your data. Finding everything hidden in your text data is a difficult, if not impossible, task. With traditional search, you can only locate information related to a document. NaturalText A.I., on the other hand, uncovers new information within millions of documents, including scientific papers and patents. Use NaturalText A.I. to reveal insights in the data you are currently missing.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Organizations that want a powerful solution that lets them discover insights and relationships in text	Audience Companies searching for a solution to manage and improve their operations
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing $5000.00 For SMB starting price is $5000 for basic version. Full featured version available for higher price. Academic and Startup discounts available. Enterprises contact for price quote. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 1.0 / 5 ease 4.0 / 5 features 3.0 / 5 design 3.0 / 5 support 3.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros Very easy to setup and train models. Endpoint were very easy to configure and get running. Built for developer ease of use. Cons The cost is outrageous. Most AWS products are reasonable in terms of cost especially their AI products. This one is so prohibitive we will be moving our infrastructure to another system. The costly part is their endpoints with cost as long as they are running. Our system needs to have 24/7 availability and was doing document analysis on 1000s of emails and documents per day. The cost for a single endpoint was ~$3400 USD. Very little traffic was being used by that endpoint at the time. AWS charged for total time not token based usage. Which made the costs skyrocket. Please avoid to save yourself money unless you can standup the endpoints and take them down frequently.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Amazon Founded: 1994 United States aws.amazon.com/comprehend/	Company Information NaturalText Founded: 2015 India naturaltext.com
Alternatives Google Cloud Natural Language API Google	Alternatives Textflo Distributed Computing Systems
CamoText	OpenText Unstructured Data Analytics OpenText
MeaningCloud	Google Cloud Natural Language API Google
OpenText Unstructured Data Analytics OpenText	Semantria Lexalytics
Watson Natural Language Understanding IBM View All	Amazon Comprehend Amazon View All
Categories Artificial Intelligence (AI) APIs Supported Natural Language Processing Supported Text Mining Supported	Categories AI Data Analytics Supported AI Tools Supported Big Data Supported Data Analysis Supported Data Discovery Supported Data Enrichment Supported Data Extraction Supported Data Mining Supported Deep Learning Supported Machine Learning Supported Natural Language Generation Supported Natural Language Processing Supported Text Mining Supported
	Natural Language Processing Features Co-Reference Resolution Not Supported In-Database Text Analytics Supported Named Entity Recognition Supported Natural Language Generation (NLG) Not Supported Open Source Integrations Not Supported Parsing Not Supported Part-of-Speech Tagging Not Supported Sentence Segmentation Not Supported Stemming/Lemmatization Not Supported Tokenization Not Supported Text Mining Features Boolean Queries Not Supported Document Filtering Supported Graphical Data Presentation Not Supported Language Detection Not Supported Predictive Modeling Not Supported Sentiment Analysis Not Supported Summarization Not Supported Tagging Not Supported Taxonomy Classification Supported Text Analysis Supported Topic Clustering Supported Show More Features Big Data Features Collaboration Not Supported Data Blends Not Supported Data Cleansing Not Supported Data Mining Supported Data Visualization Supported Data Warehousing Not Supported High Volume Processing Supported No-Code Sandbox Supported Predictive Analytics Supported Templates Not Supported Data Analysis Features Data Discovery Supported Data Visualization Not Supported High Volume Processing Supported Predictive Analytics Not Supported Regression Analysis Not Supported Sentiment Analysis Not Supported Statistical Modeling Not Supported Text Analytics Supported Data Discovery Features Contextual Search Supported Data Classification Supported Data Matching Supported False Positives Reduction Supported Self Service Data Preparation Not Supported Sensitive Data Identification Supported Visual Analytics Not Supported Data Extraction Features Disparate Data Collection Not Supported Document Extraction Supported Email Address Extraction Not Supported Image Extraction Not Supported IP Address Extraction Not Supported Phone Number Extraction Not Supported Pricing Extraction Not Supported Web Data Extraction Not Supported Data Mining Features Data Extraction Supported Data Visualization Not Supported Fraud Detection Not Supported Linked Data Management Supported Machine Learning Supported Predictive Modeling Not Supported Semantic Search Supported Statistical Analysis Not Supported Text Mining Supported Deep Learning Features Convolutional Neural Networks Not Supported Document Classification Supported Image Segmentation Not Supported ML Algorithm Library Supported Model Training Not Supported Neural Network Modeling Not Supported Self-Learning Supported Visualization Not Supported Machine Learning Features Deep Learning Supported ML Algorithm Library Not Supported Model Training Not Supported Natural Language Processing (NLP) Supported Predictive Modeling Not Supported Statistical / Mathematical Tools Not Supported Templates Not Supported Visualization Not Supported Natural Language Generation Features Business Intelligence Supported Chatbot Not Supported CRM Data Analysis and Reports Not Supported Email Marketing Not Supported Financial Reporting Not Supported Multiple Language Support Supported SEO Not Supported Web Content Not Supported
Integrations AWS AI Services Supported AWS App Mesh Supported AWS Lambda Supported Amazon Comprehend Medical Supported Amazon Quick Suite Supported Amazon S3 Supported Amazon Web Services (AWS) Supported Axon Ivy Supported Camunda Supported Datasaur Supported FormKiQ Supported Mantium Supported PubNub Supported Qlik Staige Supported Quickwork Supported iText Supported n8n Supported Show More Integrations View All 17 Integrations	Integrations AWS AI Services Not Supported AWS App Mesh Not Supported AWS Lambda Not Supported Amazon Comprehend Medical Not Supported Amazon Quick Suite Not Supported Amazon S3 Not Supported Amazon Web Services (AWS) Not Supported Axon Ivy Not Supported Camunda Not Supported Datasaur Not Supported FormKiQ Not Supported Mantium Not Supported PubNub Not Supported Qlik Staige Not Supported Quickwork Not Supported iText Not Supported n8n Not Supported Show More Integrations
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