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352697

Natural Language Processing - Enterprise Applications for Natural Language Processing Technologies (Processing, Understanding, Generation) Software and Systems: Market Analysis and Forecasts

Published: | OMDIA | 118 Pages; 131 Tables, Charts & Figures | Delivery time: 1-2 business days

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Natural Language Processing - Enterprise Applications for Natural Language Processing Technologies (Processing, Understanding, Generation) Software and Systems: Market Analysis and Forecasts
Published: December 14, 2018
OMDIA
Content info: 118 Pages; 131 Tables, Charts & Figures
Delivery time: 1-2 business days
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  • Description
  • Table of Contents
Description

Artificial intelligence (AI) technologies such as machine learning (ML) and deep learning (DL) are dazzling in and of themselves, but believe it or not, leveraged in isolation, they are limited in their potential. These technologies do not interpret data by themselves: they are tied either to deterministic, hard coded software programs created by humans or they are linked to a form of artificial intelligence that can interpret human language into a form ML and DL algorithms can understand. The umbrella term for this gateway AI technology is natural language processing (NLP). Other terms associated with NLP include natural language understanding, natural language generation, voice recognition, and speech recognition. Tractica considers all of these terms and technologies as part of the family of NLP technologies, and each of them are addressed in some fashion in this report.

The ultimate promise of NLP technology is intent-based computing. When machines can understand and communicate with humans in natural (human) language, it democratizes data science, enabling humans to use common everyday language to complete a broad range of tasks from the simple and mundane such as auto-completing an online form to the most complex, such as writing software or optimizing a data network. NLP is a critical technology for extracting insights and analysis from a vast amount of previously unindexed and unstructured data; mining video and audio files, emails, scanned documents, and more.

This Tractica report examines 43 NLP use cases, identifying those applications best suited for commercial use. In addition, the report details the market trends and technology issues surrounding natural language processing and presents forecasts for NLP hardware, software, and services during the period from 2017 through 2025. The report also mentions more than 60 companies including detailed profiles of 43 key industry players. Market forecasts, segmented by world region, include projections of software, hardware, and services revenue across multiple industry sectors.

Key Questions Addressed:

  • What are the key use cases for NLP?
  • What are the market trends driving adoption of NLP technology?
  • What are limitations to the software and what does the technology roadmap look like?
  • Which companies are investing most heavily in the technology?
  • Which industry sectors represent the strongest addressable markets for NLP?

Who Needs This Report?

  • Enterprise software companies
  • Semiconductor and component manufacturers
  • Service providers and systems integrators
  • End-user organizations deploying NLP systems
  • Industry associations
  • Government agencies
  • Investor community
Table of Contents
Product Code: NLP-18

Table of Contents

1. Executive Summary

  • 1.1. Introduction
  • 1.2. Market Drivers
    • 1.2.1. The Interface for Connected Life
    • 1.2.2. Tapping Unstructured Data, Powering Big Data
    • 1.2.3. Reducing Costs, Increasing Efficiencies
  • 1.3. Market Barriers
    • 1.3.1. Understanding Context
    • 1.3.2. Lack of Clean, Accurate Data
  • 1.4. Use Cases
  • 1.5. Key Industry Players
  • 1.6. Market Forecast Highlights
  • 1.7. Conclusions and Recommendations

2. Market Issues

  • 2.1. Introduction
  • 2.2. Definitions
  • 2.3. Market Drivers
    • 2.3.1. The Interface for Connected Life
    • 2.3.2. Tapping Unstructured Data, Powering Big Data
    • 2.3.3. Digitization of Society and Data
    • 2.3.4. Computation at Scale
    • 2.3.5. Cost Drivers and Business Model Impacts
  • 2.4. Market Barriers
    • 2.4.1. Understanding Context
    • 2.4.2. Lack of Clean, Accurate Data
    • 2.4.3. Privacy

3. Use Cases

  • 3.1. Voice and Speech Recognition
  • 3.2. Querying Image Content
    • 3.2.1. Blippar
  • 3.3. Customer Service and Marketing Virtual Digital Assistants
    • 3.3.1. Abe AI
    • 3.3.2. Artificial Solutions
    • 3.3.3. [24]7.ai
  • 3.4. Patent Research and Analysis
  • 3.5. Automated Report Generation
    • 3.5.1. Narrative Science
    • 3.5.2. Synechron
  • 3.6. Patient Data Processing
    • 3.6.1. SyTrue
  • 3.7. Converting Paperwork into Digital Data
    • 3.7.1. App Orchid
    • 3.7.2. AppZen
  • 3.8. Automated Code Development
  • 3.9. Contract Analysis
    • 3.9.1. Seal Software
  • 3.10. Automated CliffsNotes, Study Notes, and Quiz Generation
  • 3.11. Predictive Coding
  • 3.12. Intelligent Recruitment and Human Resources Systems
    • 3.12.1. Automated Job Recruiting
    • 3.12.2. Mya Systems
  • 3.13. Sentiment Analysis
    • 3.13.1. Cogito
    • 3.13.2. Adoreboard
    • 3.13.3. BirdEye
    • 3.13.4. Infegy
    • 3.13.5. Lexalytics
    • 3.13.6. Protagonist
  • 3.14. Legal Document Review and Research
    • 3.14.1. Casetext
  • 3.15. Healthcare Virtual Digital Assistants
    • 3.15.1. Babylon Health
    • 3.15.2. HealthJoy
    • 3.15.3. Woebot
    • 3.15.4. Tia
    • 3.15.5. Sentiment Analysis for Psychoanalysis
    • 3.15.6. Medical Empathy
  • 3.16. Business Application Virtual Digital Assistants
    • 3.16.1. Productivity and Collaboration
      • 3.16.1.1. Julie Desk
      • 3.16.1.2. Microsoft
    • 3.16.2. Workflow and Project Management
      • 3.16.2.1. Converse.AI
  • 3.17. E-Commerce and Sales Virtual Digital Assistants
    • 3.17.1. Banking and Financial Services
      • 3.17.1.1. Tata Capital
      • 3.17.1.2. FlamingoAI
      • 3.17.1.3. LINE
        • 3.17.1.3.1. Loyalty Programs
        • 3.17.1.3.2. Selling Financial Services
    • 3.17.2. Retail Sales
      • 3.17.2.1. Klevu
    • 3.17.3. Voice Commerce
      • 3.17.3.1. Conversable
      • 3.17.3.2. Automating Food and Beverage Ordering
  • 3.18. Social Media Feed Curation
  • 3.19. Audio and Video Mining
    • 3.19.1. Chorus.ai
    • 3.19.2. Veritone
  • 3.20. Search Engine Queries
    • 3.20.1. Text-Based Search
    • 3.20.2. Voice Search
      • 3.20.2.1. Local Search and Discovery
  • 3.21. Text-Based Automated Bots
  • 3.22. Textual Question Answering
  • 3.23. Medical Treatment Recommendation
  • 3.24. Medical Diagnosis Assistance
  • 3.25. News and Feed Curation for Consumers
  • 3.26. Foreign Language Tutoring
  • 3.27. Language Translation Services
    • 3.27.1. Lilt
  • 3.28. Tax Filing and Processing
  • 3.29. Predictive Typing Assistant
  • 3.30. Spoken Fluency Evaluation
  • 3.31. Education for Autistic and Speech Deficient Children
  • 3.32. Automated Grading of Tests
  • 3.33. Text Classification and Mining for Biomedical Literature
  • 3.34. Mining, Processing, and Making Sense of Clinical Notes
    • 3.34.1. Dictate.it
    • 3.34.2. Suki
    • 3.34.3. 3M Health Information Systems
    • 3.34.4. M*Modal
  • 3.35. Algorithmic News Stories
    • 3.35.1. Automated Insights
  • 3.36. Financial Search Engine
  • 3.37. Calendar, Meeting, Event Scheduling, and Reminder
  • 3.38. Film Script Analysis
  • 3.39. Dialect Classification
  • 3.40. Hospital Patient Management System
  • 3.41. Real-Time News Analysis and Competitive Intelligence
    • 3.41.1. Aylien
    • 3.41.2. FiscalNote
  • 3.42. Automated Tour Guide and Itinerary Service
  • 3.43. Social Media Bots

4. Technology Issues

  • 4.1. Introduction
  • 4.2. The Importance of Machine and Deep Learning to Natural Language Processing
  • 4.3. Understanding Natural Language: Word Maps and Language Models
  • 4.4. Natural Language Generation
  • 4.5. Legacy Approaches to Natural Language Processing
    • 4.5.1. Rules-Based
    • 4.5.2. Statistical Models
  • 4.6. Machine and Deep Learning
    • 4.6.1. What Is Deep Learning?
  • 4.7. Speech Recognition
  • 4.8. Voice Recognition

5. Key Industry Players

  • 5.1. [24].ai
  • 5.2. 3M Health Information Systems
  • 5.3. Abe AI
  • 5.4. Adoreboard
  • 5.5. App Orchid
  • 5.6. AppZen
  • 5.7. Artificial Solutions
  • 5.8. Automated Insights
  • 5.9. Aylien
  • 5.10. Babylon Health
  • 5.11. BirdEye
  • 5.12. Blippar
  • 5.13. Casetext
  • 5.14. Chorus.ai
  • 5.15. Cogito
  • 5.16. Conversable
  • 5.17. Converse.AI
  • 5.18. Cortical.io
  • 5.19. Dictate.it
  • 5.20. FiscalNote
  • 5.21. Flamingo
  • 5.22. HealthJoy
  • 5.23. IBM
  • 5.24. Infegy
  • 5.25. Julie Desk
  • 5.26. Klevu
  • 5.27. Lexalytics
  • 5.28. Lilt
  • 5.29. LINE
  • 5.30. Luminoso
  • 5.31. Microsoft
  • 5.32. M*Modal
  • 5.33. Mya Systems
  • 5.34. Narrative Science
  • 5.35. Protagonist
  • 5.36. Seal Software
  • 5.37. Suki
  • 5.38. Synechron
  • 5.39. SyTrue
  • 5.40. Tata Capital
  • 5.41. Tia
  • 5.42. Veritone
  • 5.43. Woebot

6. Market Forecasts

  • 6.1. Forecast Methodology
  • 6.2. Global Natural Language Processing Market Forecasts
    • 6.2.1. Natural Language Processing Software Revenue
    • 6.2.2. Total Revenue for Natural Language Processing Software, Services, and Hardware
    • 6.2.3. Global Hybrid Natural Language Processing/Other AI Software Revenue
  • 6.3. Natural Language Processing by Industry
    • 6.3.1. Natural Language Processing in the Advertising Industry
    • 6.3.2. Natural Language Processing in the Business Services Industry
    • 6.3.3. Natural Language Processing in the Consumer Sector
    • 6.3.4. Natural Language Processing in the Education Industry
    • 6.3.5. Natural Language Processing in the Finance Industry
    • 6.3.6. Natural Language Processing in the Public Sector
    • 6.3.7. Natural Language Processing in the Healthcare Industry
    • 6.3.8. Natural Language Processing in the Information Technology Industry
    • 6.3.9. Natural Language Processing in the Investment Industry
    • 6.3.10. Natural Language Processing in the Legal Industry
    • 6.3.11. Natural Language Processing in the Manufacturing Industry
    • 6.3.12. Natural Language Processing in the Media & Entertainment Industry
    • 6.3.13. Natural Language Processing in the Oil, Gas, and Mining Industry
    • 6.3.14. Natural Language Processing in the Retail Industry
    • 6.3.15. Natural Language Processing in the Insurance Sector
    • 6.3.16. Natural Language Processing in the Automotive Industry
    • 6.3.17. Natural Language Processing in the Telecommunications Industry
  • 6.4. Natural Language Processing-Driven Services Revenue
    • 6.4.1. Natural Language Processing-Driven Installation Services
    • 6.4.2. Natural Language Processing-Driven Training Services
    • 6.4.3. Natural Language Processing-Driven Customization Services
    • 6.4.4. Natural Language Processing-Driven Application Integration Services
    • 6.4.5. Natural Language Processing-Driven Maintenance and Support Services
  • 6.5. Natural Language Processing-Driven Cloud Services Revenue
  • 6.6. Natural Language Processing-Driven Hardware Revenue
    • 6.6.1. Natural Language Processing-Driven Graphics Processing Unit Chip Revenue
    • 6.6.2. Natural Language Processing-Driven Network Product Revenue
    • 6.6.3. Natural Language Processing-Driven Storage Device Revenue
  • 6.7. Conclusions and Recommendations

7. Company Directory

8. Acronym and Abbreviation List

9. Table of Contents

10. Table of Charts and Figures

11. Scope of Study, Sources and Methodology, Notes

Charts

  • Natural Language Processing Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing Total Revenue by Segment, World Markets: 2017-2025
  • Natural Language Processing Software Revenue (in Combination with Machine Learning, Deep Learning, Machine Reasoning, and Computer Vision), World Markets: 2017-2025
  • Natural Language Processing Software Revenue by Region (in Combination with Machine Learning, Deep Learning, Machine Reasoning, and Computer Vision), World Markets: 2017-2025
  • Natural Language Processing Software Revenue by Industry, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Advertising Sector by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Business Services Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Consumer Sector by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Education Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Finance Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Public Sector Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Healthcare Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Information Technology Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Investment Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Legal Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Manufacturing Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Media & Entertainment Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Oil, Gas, and Mining Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Retail Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Insurance Sector by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Automotive Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Telecommunications Industry by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Installation Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Training Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Customization Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Application Integration Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Support and Maintenance Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Cloud Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing Hardware Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Hardware Revenue by Product Category, World Markets: 2017-2025
  • Natural Language Processing-Driven GPU Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven CPU, ASIC, FPGA Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Network Products Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Storage Device Revenue by Region, World Markets: 2017-2025

Figures

  • King of Sarcasm, Bill Murray
  • Blippar's Visual Search
  • Mya
  • Emotion Impact of U.K. YouTubers
  • HealthJoy Mascot, Joy
  • Facebook Suicide Prevention Tools
  • Store Loyalty Card Chatbots on LINE
  • CTBC Bank Bot
  • Chipotle Share of Restaurant Foot Traffic. 2015-2016
  • Examples of Word Embeddings
  • Progression of Natural Language Generation
  • Artificial Intelligence Encompasses Numerous Technologies
  • Schematic Representation of a Deep Neural Network

Tables

  • Natural Language Processing Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing Total Revenue by Segment, World Markets: 2017-2025
  • Natural Language Processing Hardware Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing Total Software, Service, and Hardware Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue by Industry, World Markets: 2017-2025
  • Natural Language Processing Software Revenue by Use Case, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Legal Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Consumer Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Advertising Sector by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Business Services Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Healthcare Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Insurance Sector by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Education Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Retail Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Automotive Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Information Technology Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Telecommunications Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Media & Entertainment Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Oil, Gas, and Mining Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Public Sector Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Consumer Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Investment Industry by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue in the Manufacturing Industry by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Hardware Revenue by Product Category, World Markets: 2017-2025
  • Natural Language Processing-Driven Cloud Services Revenue, World Markets: 2017-2025
  • Natural Language Processing-Driven Cloud Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven CPU, ASIC, and FPGA Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven GPU Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Network Products Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Storage Device Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Services Revenue by Service Category: 2017-2025
  • Natural Language Processing-Driven Installation Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Training Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Customization Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Application Integration Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Support and Maintenance Services Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue (in Combination with Deep Learning, Machine Learning, Computer Vision, and Machine Reasoning) by Region, World Markets: 2017-2025
  • Natural Language Processing Software Revenue (in Combination with Deep Learning, Machine Learning, Computer Vision, and Machine Reasoning) by Use Case, World Markets: 2017-2025
  • Natural Language Processing-Driven Voice/Speech Recognition Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Querying Image Content Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Customer Service & Marketing VDAs Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Patent Research and Analysis Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Automated Report Generation Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Patient Data Processing Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Converting Paperwork into Digital Data Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Automated Code Development Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Contract Analysis Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Automated CliffsNotes, Study Note, and Quiz Generator Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Predictive Coding Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Intelligent Recruitment and HR Systems Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Sentiment Analysis Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Legal Document Review and Research Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Healthcare VDAs Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Business Application VDAs Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven E-commerce & Sales VDAs Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Social Media Feed Curation Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Audio and Video Mining Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Search Engine Queries Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Text-Based Automated Bots Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Textual Question Answering Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Medical Treatment Recommendation Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Medical Diagnosis Assistance Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven News and Feed Curation for Consumers Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Foreign Language Tutoring Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Language Translation Services Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Tax Filing and Processing Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Predictive Typing Assistant Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Spoken Fluency Evaluation Software Revenue by Region, World Markets: 2017-2025 Natural Language Processing-Driven Education for Autistic and Speech Deficient Kids Software Revenue by Region, World Markets: 2017-2025 Natural Language Processing-Driven Automated Grading of Tests Software Revenue by Region, World Markets: 2017-2025 Natural Language Processing-Driven Text Classification and Mining for Biomedical Literature Software Revenue by Region, World Markets: 2017-2025 Natural Language Processing-Driven Education for Mining, Processing, and Making Sense of Clinical Notes Software Revenue by Region, World Markets: 2017-2025 Natural Language Processing-Driven Sentiment Analysis in Customer Care Software Revenue by Region, World Markets: 2017-2025 Natural Language Processing-Driven Algorithmic News Stories Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Financial Search Engine Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Calendar, Meeting, Event Scheduling, and Reminders Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Film Script Analysis Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Dialect Classification Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Hospital Patient Management System Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Real-Time Media and Social Intelligence Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Automated Tour Guide and Itinerary Service Software Revenue by Region, World Markets: 2017-2025
  • Natural Language Processing-Driven Social Media Bots Revenue by Region, World Markets: 2017-2025