Top 10 Manufacturers in Cloud Natural Language Processing Industry
- by KD Market Insights
- March, 2021
Cloud natural language processing (NLP) is a technology that uses artificial intelligence and machine learning to enable computers to process, understand, and generate human language. This technology is typically provided as a cloud-based service, allowing users to access NLP tools and resources through the internet without the need for on-premises infrastructure or specialized hardware.
Cloud NLP applications can be used for a wide range of use cases, such as sentiment analysis, entity recognition, language translation, summarization, and conversational interfaces. Some common applications of cloud NLP include analyzing customer feedback, extracting insights from social media data, and building chatbots or virtual assistants.
One of the primary benefits of cloud NLP is its scalability and flexibility. Cloud NLP services can be easily scaled up or down to meet changing demand, making it easy for businesses to adjust their usage as their needs evolve. Additionally, because cloud NLP services are typically offered on a pay-as-you-go basis, businesses only need to pay for the resources they use, avoiding the need for large up-front investments in hardware or infrastructure.
Cloud NLP is offered by several major technology companies, including Amazon Web Services (AWS), Google Cloud, IBM, Microsoft, and others. These companies offer a wide range of NLP tools and services, ranging from simple APIs for text analysis to more advanced services for building custom language models or conversational interfaces.
The cloud natural language processing (NLP) industry has several players, but here are ten of the top manufacturers based on their market share, revenue, and product offerings:
Amazon Web Services (AWS) - AWS provides a suite of natural language processing services, including Amazon Comprehend, which extracts insights and relationships from text, and Amazon Lex, a service for building conversational interfaces using voice and text.
Google Cloud Platform - Google Cloud offers several natural language processing tools, including the Cloud Natural Language API, which provides sentiment analysis, entity recognition, and other NLP features.
IBM Corporation - IBM provides natural language processing through its Watson platform, which includes several services, such as Watson Discovery, Watson Language Translator, and Watson Tone Analyzer.
Microsoft Corporation - Microsoft offers several natural language processing tools, including the Azure Cognitive Services Language Understanding (LUIS) service, which enables developers to build language models and implement conversational experiences.
Intel Corporation - Intel offers several NLP products, including the Intel Deep Learning Boost (DL Boost) technology for accelerating NLP workloads.
Baidu - Baidu provides several natural language processing services, including the Baidu Natural Language Understanding API, which provides text analysis, language recognition, and other features.
Salesforce - Salesforce offers several natural language processing tools, including the Einstein Language service, which enables users to analyze text data and extract insights.
HPE - HPE offers natural language processing through its Haven OnDemand platform, which provides text analysis, entity extraction, and other NLP features.
SAP SE - SAP offers several natural language processing products, including the SAP Conversational AI platform, which enables businesses to build and deploy chatbots and other conversational interfaces.
Aylien - Aylien provides several natural language processing services, including the Text Analysis API, which provides sentiment analysis, entity recognition, and other features.