Natural Language Processing (NLP) Market by Component (Solutions & Services), Application (Sentiment Analysis, Social Media Monitoring), Technology (IVR, OCR, Auto Coding), Vertical (BFSI, Retail & eCommerce, IT & ITES) & Region - Global Forecast to 2027

Natural Language Processing (NLP) Market by Component (Solutions & Services), Application (Sentiment Analysis, Social Media Monitoring), Technology (IVR, OCR, Auto Coding), Vertical (BFSI, Retail & eCommerce, IT & ITES) & Region - Global Forecast to 2027

The natural language processing (NLP) market size to grow from USD 15.7 billion in 2022 to USD 49.4 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 25.7% during the forecast period. Various factors such as increasing need for predictive analytics to reduce risks and identify growth opportunities, rising demand for cloud-based NLP solutions, and advancements in big data technologies are expected to drive the adoption of NLP.

NLP leverages ML-based techniques to derive the meaningful insights from the text so that the organizations can analyze and extract information related to customers, location. Moreover, the NLP-based solutions offers organizations to recognize events to better understand customer sentiments and their conversations across social media channel. NLP-based business applications are used to derive insights from unstructured voice or audio data and deliver users the visibility to extract vital information to enhance customer experience and reduce overall operational costs.

Factors such as advancements in computer programs that analyze text, rise in need for enterprise solutions to streamline business operations for better customer experience, surging demand for cloud-based NLP solutions to reduce overall costs and enhance scalability, greater urge for predictive analytics to reduce risks and identify growth opportunities, surge in the developments of big data technology for actionable business intelligence, and increase in investments across healthcare are some of the factors driving the growth of NLP market. Organizations across the globe are dedicatedly investing in AI and ML technologies to improve user experience and stay competitive in the changing market environment.

The platform segment to register for the highest CAGR during the forecast period

Based on solutions, the NLP market is segmented into software tools and platform. The CAGR of the platform segment is estimated to be the highest during the forecast period. Platform providers in the NLP market provide users with a tool kit to create and deploy AI applications for analyzing speech and text data. NLP platforms help build document search, text summarization, and sentiment analysis. Microsoft offers Azure, which is a managed bot-building platform that uses NLP technology to offer users the ability to develop, deploy, and host a chatbot in an uncomplicated manner.

The Managed Services to record the highest CAGR during forecast period

Based on services, the NLP market is segmented into professional services and managed services. The managed services segment is expected grow at a higher CAGR during the forecast period. Managed services mainly deal with client experiences. The managed services offer specialized skills to maintain and update NLP software and services. All pre-and post-deployment questions and needs of clients are covered under the managed services. Managed Service Providers (MSPs) consist of third-party companies that manage and provide support to the IT infrastructure of NLP providers under a subscription model or Service-Level Agreement (SLA).

Asia Pacific to hold highest CAGR during the forecast period

The Asia Pacific NLP market is expected to grow at the highest CAGR during the forecast period owing to the growing industrialization in this region. Countries such as China, Japan, and India are leveraging advanced AI technologies, and NLP is one of the leading technology trends adopted across key industry verticals. IBM, Google, and AWS are the key vendors operating in the market in the region, along with several other significant NLP solutions and service providers. The adoption of AI technologies by companies across different verticals, such as BFSI, travel, hospitality, and retail, is expected to contribute to the growth of the NLP market across Asia Pacific.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the NLP market.

By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%

By Designation: C-Level Executives: 35%, D-Level Executives: 25%, and Managers: 40%

By Region: APAC: 25%, Europe: 30%, North America: 30%, MEA: 10%, Latin America: 5%

The report includes the study of key players offering NLP solutions and services. It profiles major vendors in the NLP market. The major players in the NLP market include IBM (US), Microsoft (US), Google (US), AWS (US), Meta (US), 3M (US), Baidu (China), Apple (US), SAS Institute (US), IQVIA (UK), Oracle (US), Inbenta (US), Health Fidelity (US), LivePerson (US), SoundHound (US), MindMeld (US), Veritone (US), Dolbey (US), Automated Insights (US), Bitext (US), Conversica (US), Addepto (US), RaGaVeRa (India), Observe.ai (US), Eigen (US), Gnani.ai (India), Crayon Data (Singapore), Narrativa (US), deepset (US), Ellipsis Health (US), and DheeYantra (US).

Research Coverage

The market study covers the NLP market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, type, deployment mode, organization size, application, technology, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall NLP market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.


  • INTRODUCTION
    • OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • MARKET SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATES, 2018-2020
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
        • Table PRIMARY INTERVIEWS
    • DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • KEY COMPANY EVALUATION MATRIX METHODOLOGY
    • STARTUP/SME EVALUATION MATRIX METHODOLOGY
    • ASSUMPTIONS
    • LIMITATIONS
  • EXECUTIVE SUMMARY
    • Table NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE, 2016-2021 (USD MILLION, Y-O-Y)
    • Table NATURAL LANGUAGE PROCESSING MARKET SIZE AND GROWTH RATE, 2022-2027 (USD MILLION, Y-O-Y)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES IN THE NATURAL LANGUAGE PROCESSING MARKET
    • NATURAL LANGUAGE PROCESSING MARKET: TOP 3 APPLICATIONS
    • NATURAL LANGUAGE PROCESSING MARKET: BY COMPONENT & KEY VERTICAL
    • NATURAL LANGUAGE PROCESSING MARKET: BY REGION
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • NATURAL LANGUAGE PROCESSING: EVOLUTION
    • NATURAL LANGUAGE PROCESSING: ARCHITECTURE
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
      • CUMULATIVE GROWTH ANALYSIS
    • VALUE CHAIN ANALYSIS
    • SUPPLY CHAIN ANALYSIS
      • Table NATURAL LANGUAGE PROCESSING MARKET: SUPPLY CHAIN
    • CASE STUDY ANALYSIS
      • BANKING, FINANCIAL SERVICES, AND INSURANCE
      • HEALTHCARE & LIFE SCIENCES
      • IT & ITES
      • RETAIL & ECOMMERCE
      • GOVERNMENT & PUBLIC SECTOR
      • MEDIA & ENTERTAINMENT
      • TRAVEL & HOSPITALITY
    • ECOSYSTEM
    • TRENDS/DISRUPTIONS IMPACTING BUYERS/CLIENTS OF THE NLP MARKET
    • TECHNOLOGY ANALYSIS
      • ARTIFICIAL INTELLIGENCE
      • DEEP LEARNING
      • BIG DATA
      • BLOCKCHAIN
      • CYBERSECURITY
      • IOT
    • PATENT ANALYSIS
      • METHODOLOGY
      • DOCUMENT TYPE
        • Table PATENTS FILED, 2018-2021
      • INNOVATION AND PATENT APPLICATIONS
      • TOP APPLICANTS
    • PORTER'S FIVE FORCES ANALYSIS
      • Table IMPACT OF EACH FORCE ON THE NATURAL LANGUAGE PROCESSING MARKET
      • THREAT FROM NEW ENTRANTS
      • THREAT FROM SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • REGULATORY IMPLICATIONS
      • GENERAL DATA PROTECTION REGULATION
      • HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
      • PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
      • SARBANES-OXLEY ACT OF 2002
      • SOC 2 TYPE II COMPLIANCE
      • ISO/IEC 27001
      • THE GRAMM-LEACH-BLILEY ACT
      • EUROPEAN UNION DATA PROTECTION REGULATION
      • CAN-SPAM ACT
    • TARIFF AND REGULATORY LANDSCAPE
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • PRICING ANALYSIS
      • Table AVERAGE SELLING PRICE RANGES OF SUBSCRIPTION-BASED/PAY-AS-YOU-GO NLP SERVICES
    • KEY STAKEHOLDERS & BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS FOR TOP THREE APPLICATIONS
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
  • NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT
    • INTRODUCTION
      • COMPONENT: MARKET DRIVERS
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
    • SOLUTIONS
      • Table NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016-2021 (USD MILLION)
      • Table NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • Table NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY REGION, 2022-2027 (USD MILLION)
      • PLATFORMS
        • Table NATURAL LANGUAGE PROCESSING PLATFORMS MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING PLATFORMS MARKET, BY REGION, 2022-2027 (USD MILLION)
      • SOFTWARE TOOLS
        • Table NATURAL LANGUAGE PROCESSING SOFTWARE TOOLS MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING SOFTWARE TOOLS MARKET, BY REGION, 2022-2027 (USD MILLION)
    • SERVICES
      • Table NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
      • Table NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
      • PROFESSIONAL SERVICES
        • Table PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table PROFESSIONAL SERVICES: NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING TRAINING & CONSULTING SERVICES MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING TRAINING & CONSULTING SERVICES MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING SYSTEM INTEGRATION & IMPLEMENTATION SERVICES MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING SYSTEM INTEGRATION & IMPLEMENTATION SERVICES MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING SUPPORT & MAINTENANCE SERVICES MARKET, BY REGION, 2022-2027(USD MILLION)
      • MANAGED SERVICES
        • Table MANAGED NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table MANAGED NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY REGION, 2022-2027(USD MILLION)
  • NATURAL LANGUAGE PROCESSING MARKET, BY TYPE
    • INTRODUCTION
      • TYPE: MARKET DRIVERS
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • RULE-BASED
      • Table RULED-BASED NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table RULED-BASED NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022-2027 (USD MILLION)
    • STATISTICAL
      • Table STATISTICAL NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table STATISTICAL NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022-2027 (USD MILLION)
    • HYBRID
      • Table HYBRID NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table HYBRID NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022-2027 (USD MILLION)
  • NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE
    • INTRODUCTION
      • DEPLOYMENT MODE: MARKET DRIVERS
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
    • ON-PREMISES
      • Table ON-PREMISES DEPLOYMENT MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table ON-PREMISES DEPLOYMENT MARKET, BY REGION, 2022-2027 (USD MILLION)
    • CLOUD
      • Table CLOUD DEPLOYMENT MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table CLOUD DEPLOYMENT MARKET, BY REGION, 2022-2027 (USD MILLION)
  • NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE
    • INTRODUCTION
      • ORGANIZATION SIZE: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
    • SMALL & MEDIUM-SIZED ENTERPRISES
      • Table SMALL & MEDIUM-SIZED ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table SMALL & MEDIUM-SIZED ENTERPRISES: NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022-2027 (USD MILLION)
    • LARGE ENTERPRISES
      • Table LARGE ENTERPRISES MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table LARGE ENTERPRISES MARKET, BY REGION, 2022-2027(USD MILLION)
  • NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION
    • INTRODUCTION
      • APPLICATION: MARKET DRIVERS
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
    • CUSTOMER EXPERIENCE MANAGEMENT
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY REGION, 2022-2027 (USD MILLION)
    • VIRTUAL ASSISTANTS/CHATBOTS
      • Table VIRTUAL ASSISTANTS/CHATBOTS MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table VIRTUAL ASSISTANTS/CHATBOTS MARKET, BY REGION, 2022-2027 (USD MILLION)
    • SOCIAL MEDIA MONITORING
      • Table SOCIAL MEDIA MONITORING MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table SOCIAL MEDIA MONITORING MARKET, BY REGION, 2022-2027 (USD MILLION)
    • SENTIMENT ANALYSIS
      • Table SENTIMENT ANALYSIS MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table SENTIMENT ANALYSIS MARKET, BY REGION, 2022-2027 (USD MILLION)
    • TEXT CLASSIFICATION & SUMMARIZATION
      • Table TEXT CLASSIFICATION & SUMMARIZATION MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table TEXT CLASSIFICATION & SUMMARIZATION MARKET, BY REGION, 2022-2027 (USD MILLION)
    • EMPLOYEE ONBOARDING & RECRUITING
      • Table EMPLOYEE ONBOARDING & RECRUITING MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table EMPLOYEE ONBOARDING & RECRUITING MARKET, BY REGION, 2022-2027 (USD MILLION)
    • OTHER APPLICATIONS
      • Table OTHER APPLICATIONS MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table OTHER APPLICATIONS MARKET, BY REGION, 2022-2027 (USD MILLION)
  • NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • TECHNOLOGY: MARKET DRIVERS
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2022-2027 (USD MILLION)
    • OPTICAL CHARACTER RECOGNITION
      • Table OPTICAL CHARACTER RECOGNITION MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table OPTICAL CHARACTER RECOGNITION MARKET, BY REGION, 2022-2027 (USD MILLION)
    • INTERACTIVE VOICE RESPONSE
      • Table INTERACTIVE VOICE RESPONSE MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table INTERACTIVE VOICE RESPONSE MARKET, BY REGION, 2022-2027 (USD MILLION)
    • AUTO CODING
      • Table AUTO CODING MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table AUTO CODING MARKET, BY REGION, 2022-2027 (USD MILLION)
    • TEXT ANALYTICS
      • Table TEXT ANALYTICS MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table TEXT ANALYTICS MARKET, BY REGION, 2022-2027 (USD MILLION)
    • SPEECH ANALYTICS
      • Table SPEECH ANALYTICS MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table SPEECH ANALYTICS MARKET, BY REGION, 2022-2027 (USD MILLION)
    • IMAGE & PATTERN RECOGNITION
      • Table IMAGE & PATTERN RECOGNITION MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table IMAGE & PATTERN RECOGNITION MARKET, BY REGION, 2022-2027 (USD MILLION)
    • SIMULATION & MODELING
      • Table SIMULATION & MODELING MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table SIMULATION & MODELING MARKET, BY REGION, 2022-2027 (USD MILLION)
  • NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICAL: NATURAL LANGUAGE PROCESSING MARKET DRIVERS
        • Table MAJOR USE CASES, BY VERTICAL
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
    • BANKING, FINANCIAL SERVICES, AND INSURANCE
      • Table BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL MARKET, BY REGION, 2022-2027 (USD MILLION)
    • IT & ITES
      • Table IT & ITES VERTICAL MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table IT & ITES VERTICAL MARKET, BY REGION, 2022-2027 (USD MILLION)
    • RETAIL & ECOMMERCE
      • Table RETAIL & ECOMMERCE VERTICAL MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table RETAIL & ECOMMERCE VERTICALS MARKET, BY REGION, 2022-2027 (USD MILLION)
    • HEALTHCARE & LIFE SCIENCES
      • Table HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table HEALTHCARE & LIFE SCIENCES VERTICAL MARKET, BY REGION, 2022-2027 (USD MILLION)
    • TRANSPORTATION & LOGISTICS
      • Table TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table TRANSPORTATION & LOGISTICS VERTICAL MARKET, BY REGION, 2022-2027 (USD MILLION)
    • GOVERNMENT & PUBLIC SECTOR
      • Table GOVERNMENT & PUBLIC SECTOR VERTICAL MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table GOVERNMENT & PUBLIC SECTOR VERTICAL MARKET, BY REGION, 2022-2027 (USD MILLION)
    • MEDIA & ENTERTAINMENT
      • Table MEDIA & ENTERTAINMENT VERTICAL MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table MEDIA & ENTERTAINMENT VERTICAL MARKET, BY REGION, 2022-2027 (USD MILLION)
    • MANUFACTURING
      • Table MANUFACTURING VERTICAL MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table MANUFACTURING VERTICAL MARKET, BY REGION, 2022-2027 (USD MILLION)
    • OTHER VERTICALS
      • Table OTHER VERTICALS MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table OTHER VERTICALS MARKET, BY REGION, 2022-2027 (USD MILLION)
  • NATURAL LANGUAGE PROCESSING MARKET, BY REGION
    • INTRODUCTION
      • Table NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2016-2021 (USD MILLION)
      • Table NATURAL LANGUAGE PROCESSING MARKET, BY REGION, 2022-2027 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: MARKET DRIVERS
      • NORTH AMERICA: REGULATIONS
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2016-2021 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • US
        • Table US: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table US: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • CANADA
        • Table CANADA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table CANADA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
    • EUROPE
      • EUROPE: MARKET DRIVERS
      • EUROPE: REGULATIONS
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table EUROPE: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table EUROPE: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2016-2021 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • UK
        • Table UK: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table UK: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • GERMANY
        • Table GERMANY: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table GERMANY: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • FRANCE
        • Table FRANCE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table FRANCE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • SPAIN
        • Table SPAIN: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table SPAIN: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • REST OF EUROPE
        • Table REST OF EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table REST OF EUROPE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
    • ASIA PACIFIC
      • ASIA PACIFIC: MARKET DRIVERS
      • ASIA PACIFIC: REGULATIONS
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016- 2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY/REGION, 2016-2021 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY/REGION, 2022-2027 (USD MILLION)
      • CHINA
        • Table CHINA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table CHINA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • JAPAN
        • Table JAPAN: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table JAPAN: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • INDIA
        • Table INDIA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table INDIA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • ASEAN COUNTRIES
        • Table ASEAN COUNTRIES: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table ASEAN COUNTRIES: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • REST OF ASIA PACIFIC
        • Table REST OF ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table REST OF ASIA PACIFIC: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST & AFRICA: MARKET DRIVERS
      • MIDDLE EAST & AFRICA: REGULATIONS
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table MIDDLE & AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2016-2021 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • KINGDOM OF SAUDI ARABIA
        • Table KSA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table KSA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • UNITED ARAB EMIRATES
        • Table UAE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table UAE: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • SOUTH AFRICA
        • Table SOUTH AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table SOUTH AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022- 2027 (USD MILLION)
      • REST OF THE MIDDLE EAST & AFRICA
        • Table REST OF MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table REST OF MIDDLE EAST AND AFRICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
    • LATIN AMERICA
      • LATIN AMERICA: MARKET DRIVERS
      • LATIN AMERICA: REGULATIONS
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING SOLUTIONS MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016- 2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022- 2027 (USD MILLION)
        • Table LATIN AMERICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: PROFESSIONAL NATURAL LANGUAGE PROCESSING SERVICES MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY TECHNOLOGY, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2016-2021 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • BRAZIL
        • Table BRAZIL: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table BRAZIL: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • MEXICO
        • Table MEXICO: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table MEXICO: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • REST OF LATIN AMERICA
        • Table REST OF LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table REST OF LATIN AMERICA: NATURAL LANGUAGE PROCESSING MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY NLP VENDORS
    • REVENUE ANALYSIS
      • HISTORICAL REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table NATURAL LANGUAGE PROCESSING MARKET: DEGREE OF COMPETITION
    • MARKET EVALUATION FRAMEWORK
    • KEY COMPANY EVALUATION QUADRANT
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
    • KEY PLAYER COMPETITIVE BENCHMARKING
      • COMPANY PRODUCT FOOTPRINT
        • Table NATURAL LANGUAGE PROCESSING MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS
    • STARTUP/SME EVALUATION QUADRANT
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
    • STARTUP/SME COMPETITIVE BENCHMARKING
      • COMPANY PRODUCT FOOTPRINT
        • Table NATURAL LANGUAGE PROCESSING MARKET: COMPETITIVE BENCHMARKING OF STARTUP/SMES
        • Table NATURAL LANGUAGE PROCESSING MARKET: DETAILED LIST OF KEY STARTUPS/SMES
    • COMPETITIVE SCENARIO AND TRENDS
      • NEW PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table NEW PRODUCT LAUNCHES AND ENHANCEMENTS, AUGUST 2018-JUNE 2022
      • DEALS
        • Table DEALS, FEBRUARY 2019-FEBRUARY 2022
  • COMPANY PROFILES
    • INTRODUCTION
    • KEY PLAYERS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: SOLUTIONS OFFERED
        • Table IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table IBM: DEALS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: SOLUTIONS OFFERED
        • Table MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table MICROSOFT: DEALS
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
        • Table GOOGLE: SOLUTIONS OFFERED
        • Table GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table GOOGLE: DEALS
      • AWS
        • Table AWS: BUSINESS OVERVIEW
        • Table AWS: SOLUTIONS OFFERED
        • Table AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table AWS: DEALS
      • META
        • Table META: BUSINESS OVERVIEW
        • Table META: SOLUTIONS OFFERED
        • Table META: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table META: DEALS
      • 3M
        • Table 3M: BUSINESS OVERVIEW
        • Table 3M: SOLUTIONS OFFERED
        • Table 3M: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table 3M: DEALS
      • BAIDU
        • Table BAIDU: BUSINESS OVERVIEW
        • Table BAIDU: SOLUTIONS OFFERED
        • Table BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table BAIDU: DEALS
      • APPLE
        • Table APPLE: BUSINESS OVERVIEW
        • Table APPLE: SOLUTIONS OFFERED
        • Table APPLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table APPLE: DEALS
      • SAS INSTITUTE
        • Table SAS INSTITUTE: BUSINESS OVERVIEW
        • Table SAS INSTITUTE: SOLUTIONS OFFERED
        • Table SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SAS INSTITUTE: DEALS
      • IQVIA
        • Table IQVIA: BUSINESS OVERVIEW
        • Table IQVIA: SOLUTIONS OFFERED
        • Table IQVIA: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table IQVIA: DEALS
      • ORACLE
      • INBENTA
      • HEALTH FIDELITY
      • LIVEPERSON
      • SOUNDHOUND
      • MINDMELD
      • VERITONE
      • DOLBEY
      • AUTOMATED INSIGHTS
      • BITEXT
      • CONVERSICA
    • STARTUPS/SMES
      • ADDEPTO
      • RAGAVERA
      • OBSERVE.AI
      • EIGEN TECHNOLOGIES
      • GNANI.AI
      • CRAYON DATA
      • NARRATIVA
      • DEEPSET
      • ELLIPSIS HEALTH
      • DHEEYANTRA
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • CONVERSATIONAL AI MARKET - GLOBAL FORECAST TO 2026
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table CONVERSATIONAL AI MARKET, BY COMPONENT, 2016-2020 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY COMPONENT, 2021-2026 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY TYPE, 2016-2020 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY TYPE, 2021-2026 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY DEPLOYMENT MODE, 2016-2020 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY DEPLOYMENT MODE, 2021-2026 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY ORGANIZATION SIZE, 2016-2020 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY ORGANIZATION SIZE, 2021-2026 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY MODE OF INTEGRATION, 2016-2020 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY MODE OF INTEGRATION, 2021-2026 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2016-2020 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2021-2026 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY VERTICAL, 2016-2020 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY VERTICAL, 2021-2026 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY REGION, 2016-2020 (USD MILLION)
        • Table CONVERSATIONAL AI MARKET, BY REGION, 2021-2026 (USD MILLION)
    • CHATBOT MARKET - GLOBAL FORECAST TO 2026
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table CHATBOT MARKET, BY COMPONENT, 2015-2019 (USD MILLION)
        • Table CHATBOT MARKET, BY COMPONENT, 2020-2026 (USD MILLION)
        • Table CHATBOT MARKET, BY TYPE, 2015-2019 (USD MILLION)
        • Table CHATBOT MARKET, BY TYPE, 2020-2026 (USD MILLION)
        • Table CHATBOT MARKET, BY DEPLOYMENT MODE, 2015-2019 (USD MILLION)
        • Table CHATBOT MARKET, BY DEPLOYMENT MODE, 2020-2026 (USD MILLION)
        • Table CHATBOT MARKET, BY CHANNEL INTEGRATION, 2015-2019 (USD MILLION)
        • Table CHATBOT MARKET, BY CHANNEL INTEGRATION, 2020-2026 (USD MILLION)
        • Table CHATBOT MARKET, BY BUSINESS FUNCTION, 2015-2019 (USD MILLION)
        • Table CHATBOT MARKET, BY BUSINESS FUNCTION, 2020-2026 (USD MILLION)
        • Table CHATBOT MARKET, BY APPLICATION, 2015-2019 (USD MILLION)
        • Table CHATBOT MARKET, BY APPLICATION, 2020-2026 (USD MILLION)
        • Table CHATBOT MARKET, BY VERTICAL, 2015-2019 (USD MILLION)
        • Table CHATBOT MARKET, BY VERTICAL, 2020-2026 (USD MILLION)
        • Table CHATBOT MARKET, BY REGION, 2015-2019 (USD MILLION)
        • Table CHATBOT MARKET, BY REGION, 2020-2026 (USD MILLION)
  • APPENDIX
    • INDUSTRY EXPERTS
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • AVAILABLE CUSTOMIZATIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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