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Natural Language Processing Market
Natural Language Processing Market Size, Share, Forecast, & Trends Analysis Offering (Solutions, Services), Organization Size, Application (Sentiment Analysis, Chatbots & Virtual Assistant, Others), Sector (IT & Telecom, BFSI, Retail & E-commerce, Others), Geography - Global Forecast to 2031
Report ID:MRICT - 104821 Pages: 200 Sep-2024 Formats*: PDF Category: Information and Communications Technology Delivery: 24 to 48 HoursNatural Language Processing Market Size & Forecast
The Natural Language Processing Market is expected to reach $164.9 billion by 2031, at a CAGR of 29.2% from 2024 to 2031. Natural language processing (NLP) is the application of AI to process and analyze text or voice data in order to understand, interpret, categorize, or derive insights from the content. Examples of NLP include email spam filters, spell checkers, grammar checkers, autocorrect, language translation, sentiment analysis, semantic search, and more.
The growth of the market is driven by factors such as the rising adoption of smart devices, the growing demand for NLP-based applications for customer support, and the rising demand for NLP tools in call centers. Moreover, the rapid adoption of cloud-based technologies and increasing applications of NLP in the healthcare sector are expected to offer market growth opportunities.
However, the limitations in the development of NLP technology restrain the market's growth. Additionally, data privacy & security concerns pose challenges to the market's growth.
The adoption of virtual assistants & chatbots and the growing demand for speech analytics solutions are the key trends observed in the natural language processing market.
Natural Language Processing Market Growth Drivers
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Rising Adoption of Smart Devices
In the last few years, NLP-based smart devices have been used in almost any application, from smart healthcare, smart retail, and smart manufacturing to smart home automation systems to improve efficiency and optimize operations. Market players offer NLP-integrated smart devices such as smart home assistants, smart home security products, smart speakers, smart health monitoring devices, humanoid robots, and touch-screen assistants. The demand for such smart devices is increasing rapidly among consumers. The growing trend of connected devices, increasing popularity of home automation systems, and surge in demand for NLP-based security products are improving the demand for NLP solutions and services, supporting the growth of the NLP market.
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Growing Demand for NLP-Based Applications for Customer Support
Market players are focusing on enhancing customer experiences by addressing challenging human-software interactions and meeting today's customer expectations through advanced NLP-based applications. Enterprises are leveraging various NLP applications to automate tasks such as understanding, analyzing, and responding to client feedback. This allows agents to focus on more complex missions and customer support issues while NLP-powered software handles self-service technologies, FAQs, or virtual assistant solutions for simpler queries. Moreover, marketing and sales teams are utilizing NLP applications to enhance strategies, brand image, and competitive positioning. Therefore, the growing demand for NLP-based applications in customer support is driving the growth of the NLP market.
Following Are the Major Examples of NLP Applications in Customer Service:
- Customer service chatbots
- Product recommendation conversational systems
- Customer sentiment analysis
- Customer satisfaction and trend spotting
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Natural Language Processing Market Trends
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Rising Adoption of Virtual Assistants & Chatbots
Most organizations are adopting virtual assistants & chatbots. Leading industry experts expect this trend to continue over the coming years. Organizations are adopting virtual assistants & chatbots to communicate with businesses and brands via messaging apps. Product marketing, brand engagement, product assistance, sales, and support discussions are common uses of conversational bots. Companies are deploying chatbots with various communication channels, such as messaging apps like WhatsApp or Facebook Messenger, mobile applications of enterprises, social media apps, & email and SMS. Virtual assistants & chatbots provide benefits such as 24×7 customer engagement, improved lead generation & recommendations, and enhanced customer service standards. Agents are freed from more repetitive tasks to focus on more complex and valuable work, boosting efficiency and contact center performance by improving resolution times. These benefits have encouraged their wide-scale adoption across sectors such as IT & telecommunication, call centers, healthcare, and BFSI.
Natural Language Processing Market Challenge
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Data Privacy & Security Concerns
Although NLP solutions such as OCR solutions, IVR systems, document analytics solutions, speech analytics solutions, CXM solutions, and digital assistant and chatbots are extensively used across different sectors, rising data security and privacy concerns pose a serious challenge to the adoption of NLP solutions. NLP-based systems deal with confidential business data such as medical or healthcare records and customers' sensitive information. As a result, it becomes essential for market players to provide adequate security to consumers' data to avoid data breaches, theft, and misuse by unauthorized personnel. Organizations must take preventive measures and frame stringent data protection mandates while developing NLP solutions. Thus, companies must utilize various deep learning models to enhance data privacy and protect customers' data in response to these challenges. The rising need to integrate data privacy and security features in NLP solutions makes it difficult for market stakeholders to remain competitive.
Natural Language Processing Market Opportunity
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Increasing Applications of NLP in the Healthcare Sector
The healthcare sector offers significant market growth opportunities due to the increasing applications of NLP solutions across various areas including clinical practice, hospital management, personal care, public health, and drug development. Healthcare professionals are increasingly utilizing NLP solutions and services to extract relevant information from patient records, including medical history and medication allergies. Moreover, the rapid deployment of NLP in healthcare, including applications like clinical trial matching, speech recognition, and clinical documentation, is opening up avenues for market players to capitalize on the growing demand for NLP solutions in the healthcare sector.
Natural Language Processing Market Analysis: Key Findings
By Offering: In 2024, the Solutions Segment to Dominate the Natural Language Processing Market
Based on offering, the natural language processing market is broadly segmented into solutions and services. In 2024, the solutions segment is expected to account for the larger share of 72.0% of the global natural language processing market. The large market share of this segment is attributed to the rising adoption of NLP among enterprises to analyze data and discover insights, automate time-consuming processes, and help them gain a competitive advantage.
However, the solutions segment is projected to register a higher CAGR during the forecast period. The rising focus of market players on product development and enhancement is expected to drive the growth of this segment. For instance, in December 2022, Kaleyra, Inc. (U.S.) launched a new lineup of chatbots for WhatsApp Business that will allow businesses to create advanced conversational experiences on the platform. With a daily volume of over 100 billion messages, WhatsApp provides a convenient and efficient way for businesses to connect with their customers in real time.
By Organization Size: In 2024, the Large Enterprises Segment to Dominate the Natural Language Processing Market
Based on organization size, the natural language processing market is segmented into large enterprises, small & medium-sized enterprises. In 2024, the large enterprises segment is expected to account for the larger share of 62.0% of the global natural language processing market. The large market share of this segment is attributed to factors such as the strategic IT initiatives developed by large enterprises, the increasing demand for managing large volumes of customer-level data, the early adoption of advanced technologies across retail, manufacturing, healthcare, and automotive sectors, and the rising need for improved insights into customer responses.
However, the small & medium-sized enterprises segment is expected to register a higher CAGR during the forecast period. The growth of this segment is driven by the increasing need for contact center analytics solutions among small organizations, notable benefits offered by NLP solutions for small & medium-sized enterprises, and the growing adoption of cloud-based NLP solutions & services among these enterprises.
By Application: In 2024, the Speech Recognition Segment to Dominate the Natural Language Processing Market
Based on application, the natural language processing market is broadly segmented into sentiment analysis, chatbots & virtual assistants, machine translation, text summarization, market intelligence, speech recognition, and other applications. In 2024, the speech recognition segment is expected to account for the largest share of 40.0% of the global natural language processing market. The large market share of this segment is attributed to the rising use of NLP for improving the accuracy, robustness, and features of speech recognition systems.
However, the chatbots & virtual assistants segment is expected to register the highest CAGR during the forecast period. The increasing need to capture valuable customer data and insights, provide brands with actionable feedback to optimize their products, services, and marketing strategies, and deliver personalized recommendations, content, and offers tailored to individual preferences and behavior are expected to drive growth in this segment.
By Sector: In 2024, the IT & Telecommunications Segment to Dominate the Natural Language Processing Market
Based on sector, the natural language processing market is broadly segmented into IT & telecommunications, BFSI, retail & e-commerce, healthcare & life sciences, transportation & logistics, government & public sector, media & entertainment, manufacturing, education, food & beverages, and other sectors. In 2024, the IT & telecommunications segment is expected to account for the largest share of 23.0% of the global natural language processing market. The segment's large market share can be attributed to the rising adoption of speech analytics and sentiment analysis solutions in IT & telecom call centers to analyze business conversations, the increasing need to gather actionable information, and the increasing demand for NLP-based network solutions in the telecommunications sector.
However, the healthcare & life sciences segment is expected to register the highest CAGR during the forecast period. The growth of this segment is driven by the rising applications of NLP in healthcare, including areas such as clinical trial matching and clinical documentation, the widespread adoption of AI chatbots and virtual scribes, and initiatives by governments and companies to deploy chatbot solutions for providing healthcare data.
Geographical Analysis
In 2024, North America is expected to account for the largest share of 35.0% of the natural language processing market. North America's significant market share can be attributed to the growing adoption of digital assistants and chatbots in the BFSI, retail, and IT & telecommunications sectors, the rising demand for cloud-based NLP solutions & services, the presence of well-established NLP solution providers, and the growing demand for speech analytics solutions.
However, the market in Asia-Pacific is projected to register the highest CAGR of 31.0% during the forecast period. The growth of this regional market is driven by government initiatives aimed at increasing the adoption of digital assistants, chatbots, sentiment analytics solutions, OCR solutions, and IVR systems, along with market players' efforts to launch NLP solutions such as chatbots and emotional intelligence solutions. Furthermore, the growing popularity of cloud-based NLP solutions and NLP-based applications across the region contributes to the growth of this market. For instance, in May 2021, Pluszero Inc. (Japan) launched "Nekonote," a data creation service to improve its accuracy in Japanese natural language processing. Additionally, in February 2021, ITOCHU Techno-Solutions Corporation (Japan) launched SmartBERT, an AI natural language processing engine, utilizing the deep learning technology of Intumit Inc. (Taiwan).
Natural Language Processing Market: Key Companies
The report offers a competitive analysis based on an extensive assessment of the leading players' product portfolios and geographic presence and the key growth strategies adopted by them over the past 3–4 years. Some of the key players operating in the natural language processing market are Google LLC (U.S.), Microsoft Corporation (U.S.), Amazon Web Services, Inc. (a subsidiary of Amazon.com, Inc.) (U.S.), Oracle Corporation (U.S.), IBM Corporation (U.S.), NVIDIA Corporation (U.S.), QUALCOMM Incorporated (U.S.), Baidu, Inc. (China), Verint Systems Inc. (U.S.), SAP SE (Germany), Intel Corporation (U.S.), Adobe Inc. (U.S.), Genpact Limited (U.S.), SAS Institute Inc. (U.S.), and NetBase Solutions, Inc. (U.S.).
Natural Language Processing Industry Overview: Latest Developments from Key Industry Players
- In March 2023, Microsoft Corporation (U.S.) launched its Dragon Ambient eXperience (DAX) Express. This solution represents the next breakthrough for healthcare and a major milestone in Microsoft's journey to automate clinical documentation at scale. DAX Express is an automated clinical documentation application integrated into the workflow that is the first to combine proven conversational and ambient AI with the advanced reasoning and natural language capabilities of OpenAI's GPT-4.
- In July 2022, SAP SE (Germany) acquired Askdata (U.S.), a startup focused on search-driven analytics, to strengthen its ability to help organizations make better-informed decisions by leveraging AI-driven natural language searches.
- In November 2021, IBM Corporation (U.S.) introduced natural language processing (NLP) enhancements for its IBM Watson Discovery. These planned updates are designed to help business users in industries such as financial services, insurance, and legal services enhance customer care and accelerate business processes by uncovering insights and synthesizing information from complex documents.
- In November 2021, QUALCOMM Incorporated (U.S.) launched the world's most advanced mobile platform, Snapdragon 8 Gen 1.
Natural Language Processing Market Research Summary:
|
Particulars |
Details |
|
Number of Pages |
200 |
|
Format |
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Forecast Period |
2024–2031 |
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Base Year |
2023 |
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CAGR |
29.2% |
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Market Size (Value) |
USD 164.9 Billion by 2031 |
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Segments Covered |
By Offering
By Organization Size
By Application
By Sector
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Countries Covered |
North America (U.S., Canada), Europe (Germany, U.K., France, Italy, Spain, Switzerland, Netherlands, and the Rest of Europe), Asia-Pacific (China, Japan, India, South Korea, Singapore, Malaysia, and the Rest of Asia-Pacific), Latin America (Brazil, Mexico, and Rest of Latin America), and the Middle East & Africa (UAE, Israel, Rest of Middle East & Africa) |
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Key Companies |
Google LLC (U.S.), Microsoft Corporation (U.S.), Amazon Web Services, Inc. (a subsidiary of Amazon.com, Inc.) (U.S.), Oracle Corporation (U.S.), IBM Corporation (U.S.), NVIDIA Corporation (U.S.), QUALCOMM Incorporated (U.S.), Baidu, Inc. (China), Verint Systems Inc. (U.S.), SAP SE (Germany), Intel Corporation (U.S.), Adobe Inc. (U.S.), Genpact Limited (U.S.), SAS Institute Inc. (U.S.), and NetBase Solutions, Inc. (U.S.). |
Key questions answered in the natural language processing market report:
This study focuses on market assessment and opportunity analysis by analyzing the sales of natural language processing solutions & services across various regions and countries. This study also offers a competitive analysis of the natural language processing market based on an extensive assessment of the leading players' product portfolios, geographic presence, and key growth strategies.
The global natural language processing market is projected to reach $164.9 billion by 2031, at a CAGR of 29.2% during the forecast period.
Based on offering, the solutions segment is expected to account for the larger share of the global natural language processing market in 2024.
Based on organization size, the large enterprises segment is expected to account for the larger share of the global natural language processing market in 2024.
Based on application, the chatbots & virtual assistants segment is expected to record the highest CAGR during the forecast period.
Based on sector, the IT & Telecommunication segment is expected to account for the larger share of the global natural language processing market in 2024.
The growth of the market is driven by factors such as the rising adoption of smart devices, the growing demand for NLP-based applications for customer support, and the rising demand for NLP tools in call centers. Moreover, the rapid adoption of cloud-based technologies and increasing applications of NLP in the healthcare sector are expected to offer market growth opportunities.
The key players operating in the natural language processing market are Google LLC (U.S.), Microsoft Corporation (U.S.), Amazon Web Services, Inc. (a subsidiary of Amazon.com, Inc.) (U.S.), Oracle Corporation (U.S.), IBM Corporation (U.S.), NVIDIA Corporation (U.S.), QUALCOMM Incorporated (U.S.), Baidu, Inc. (China), Verint Systems Inc. (U.S.), SAP SE (Germany), Intel Corporation (U.S.), Adobe Inc. (U.S.), Genpact Limited (U.S.), SAS Institute Inc. (U.S.), and NetBase Solutions, Inc. (U.S.).
Asia-Pacific is projected to register the highest growth rate over the coming years and offer significant growth opportunities for market players.
1. Introduction
1.1. Market Definition
1.2. Currency & Limitations
1.2.1. Currency
1.2.2. Limitations
2. Research Methodology
2.1. Research Approach
2.2. Process of Data Collection and Validation
2.2.1. Secondary Research
2.2.2. Primary Research/Interviews with Key Opinion Leaders of the Industry
2.3. Market Sizing and Forecast
2.3.1. Market Size Estimation Approach
2.3.2. Growth Forecast Approach
2.4. Assumption for the Study
3. Executive Summary
3.1. Market Overview
3.2. Market Analysis, by Offering
3.3. Market Analysis, by Organization Size
3.4. Market Analysis, by Application
3.5. Market Analysis, by Sector
3.6. Competitive Analysis
4. Market Insights
4.1. Overview
4.2. Factors Affecting Market Growth
4.2.1. Drivers
4.2.1.1. Rising Adoption of Smart Devices
4.2.1.2. Growing Demand for NLP-Based Applications for Customer Support
4.2.1.3. Rising Demand for NLP Tools in Call Centers
4.2.2. Restraints
4.2.2.1. Limitations in Developing NLP Technology
4.2.3. Opportunities
4.2.3.1. Rapid Adoption of Cloud-based Technologies
4.2.3.2. Increasing Applications of NLP in the Healthcare Sector
4.2.4. Challenges
4.2.4.1. Data Privacy & Security Concerns
4.3. Trends
4.3.1. Rising Adoption of Virtual Assistants & Chatbots
4.3.2. Growing Demand for Speech Analytics Solutions
4.4. Case Studies
4.5. Vendor Selection Criteria / Factors Affecting Buying Decision
4.6. Porter's Five Forces Analysis
4.7. Deployment and Pricing Models of Key Market Players
5. Natural Language Processing Market Assessment—by Offering
5.1. Overview
5.2. Solutions
5.2.1. Optical Character Recognition Solutions
5.2.2. Interactive Voice Response Systems
5.2.3. Autocoding Systems
5.2.4. Document Analytics Solutions
5.2.5. Speech Analytics Solutions
5.2.6. Simulation & Modeling Solutions
5.2.7. Customer Experience Management Solutions
5.2.8. Digital Assistants and Chatbots
5.2.9. Other NLP Solutions
5.3. Services
5.3.1. Professional Services
5.3.2. Managed Services
6. Natural Language Processing Market Assessment—by Organization Size
6.1. Overview
6.2. Large Enterprises
6.3. Small & Medium-sized Enterprises
7. Natural Language Processing Market Assessment—by Application
7.1. Overview
7.2. Sentiment Analysis
7.3. Chatbots & Virtual Assistants
7.4. Machine Translation
7.5. Text Summarization
7.6. Market Intelligence
7.7. Speech Recognition
7.8. Other Applications
8. Natural Language Processing Market Assessment—by Sector
8.1. Overview
8.2. IT & Telecommunications
8.3. BFSI
8.4. Retail & E-commerce
8.5. Healthcare & Life Sciences
8.6. Transportation & Logistics
8.7. Government & Public Sector
8.8. Media & Entertainment
8.9. Manufacturing
8.10. Education
8.11. Food & Beverages
8.12. Other Sectors
9. Natural Language Processing Market Assessment—by Geography
9.1. North America
9.1.1. U.S.
9.1.2. Canada
9.2. Europe
9.2.1. Germany
9.2.2. U.K.
9.2.3. France
9.2.4. Italy
9.2.5. Spain
9.2.6. Switzerland
9.2.7. Netherlands
9.2.8. Rest of Europe
9.3. Asia-Pacific
9.3.1. Japan
9.3.2. China
9.3.3. India
9.3.4. South Korea
9.3.5. Singapore
9.3.6. Malaysia
9.3.7. Rest of Asia-Pacific
9.4. Latin America
9.4.1. Mexico
9.4.2. Brazil
9.4.3. Rest of Latin America
9.5. Middle East & Africa
9.5.1. UAE
9.5.2. Israel
9.5.3. Rest of Middle East & Africa
10. Natural Language Processing Market Assessment—Competitive Analysis
10.1. Overview
10.2. Key Growth Strategies
10.3. Competitive Dashboard
10.3.1. Industry Leaders
10.3.2. Market differentiators
10.3.3. Vanguards
10.3.4. Contemporary Stalwarts
10.4. Vendor Market Positioning
10.5. Market Share/Ranking by the Key Players
11. Company Profiles
11.1. Google LLC
11.2. Microsoft Corporation
11.3. Amazon Web Services, Inc. (a subsidiary of Amazon.com, Inc.)
11.4. Oracle Corporation
11.5. IBM Corporation
11.6. NVIDIA Corporation
11.7. QUALCOMM Incorporated
11.8. Baidu, Inc.
11.9. Verint Systems Inc.
11.10. SAP SE
11.11. INTEL CORPORATION
11.12. Adobe Inc.
11.13. Genpact Limited
11.14. SAS Institute Inc.
11.15. NetBase Solutions, Inc.
12. Appendix
12.1. Available Customizations
12.2. Related Reports
List of Tables
Table 1 Currency Conversion Rates (2021–2024)
Table 2 Global Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 3 Global Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 4 Global Optical Character Recognition Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 5 Global Interactive Voice Response Systems Market, by Country/Region, 2022–2031 (USD Million)
Table 6 Global Autocoding Systems Market, by Country/Region, 2022–2031 (USD Million)
Table 7 Global Document Analytics Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 8 Global Speech Analytics Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 9 Global Simulation & Modeling Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 10 Global Customer Experience Management Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 11 Global Digital Assistants and Chatbots Market, by Country/Region, 2022–2031 (USD Million)
Table 12 Global Other NLP Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 13 Global Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 14 Global Natural Language Processing Market for Professional Services, by Country/Region, 2022–2031 (USD Million)
Table 15 Global Natural Language Processing Market for Managed Services, by Country/Region, 2022–2031 (USD Million)
Table 16 Global Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 17 Global Natural Language Processing Market for Large Enterprises, by Country/Region, 2022–2031 (USD Million)
Table 18 Global Natural Language Processing Market for Small & Medium-sized Enterprises, by Country/Region, 2022–2031 (USD Million)
Table 19 Global Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 20 Global Natural Language Processing Market for Sentiment Analysis, by Country/Region, 2022–2031 (USD Million)
Table 21 Global Natural Language Processing Market for Chatbots & Virtual Assistants, by Country/Region, 2022–2031 (USD Million)
Table 22 Global Natural Language Processing Market for Machine Translation, by Country/Region, 2022–2031 (USD Million)
Table 23 Global Natural Language Processing Market for Text Summarization, by Country/Region, 2022–2031 (USD Million)
Table 24 Global Natural Language Processing Market for Market Intelligence, by Country/Region, 2022–2031 (USD Million)
Table 25 Global Natural Language Processing Market for Speech Recognition, by Country/Region, 2022–2031 (USD Million)
Table 26 Global Natural Language Processing Market for Other Applications, by Country/Region, 2022–2031 (USD Million)
Table 27 Global Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 28 Global Natural Language Processing Market for IT & Telecommunications, by Country/Region, 2022–2031 (USD Million)
Table 29 Global Natural Language Processing Market for BFSI, by Country/Region, 2022–2031 (USD Million)
Table 30 Global Natural Language Processing Market for Retail & E-commerce, by Country/Region, 2022–2031 (USD Million)
Table 31 Global Natural Language Processing Market for Healthcare & Life Sciences, by Country/Region, 2022–2031 (USD Million)
Table 32 Global Natural Language Processing Market for Transportation & Logistics, by Country/Region, 2022–2031 (USD Million)
Table 33 Global Natural Language Processing Market for Government & Public Sector, by Country/Region, 2022–2031 (USD Million)
Table 34 Global Natural Language Processing Market for Media & Entertainment, by Country/Region, 2022–2031 (USD Million)
Table 35 Global Natural Language Processing Market for Manufacturing, by Country/Region, 2022–2031 (USD Million)
Table 36 Global Natural Language Processing Market for Education, by Country/Region, 2022–2031 (USD Million)
Table 37 Global Natural Language Processing Market for Food & Beverages, by Country/Region, 2022–2031 (USD Million)
Table 38 Global Natural Language Processing Market for Other Sectors, by Country/Region, 2022–2031 (USD Million)
Table 39 North America: Natural Language Processing Market, by Country, 2022–2031 (USD Million)
Table 40 North America: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 41 North America: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 42 North America: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 43 North America: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 44 North America: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 45 North America: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 46 U.S.: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 47 U.S.: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 48 U.S.: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 49 U.S.: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 50 U.S.: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 51 U.S.: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 52 Canada: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 53 Canada: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 54 Canada: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 55 Canada: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 56 Canada: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 57 Canada: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 58 Europe: Natural Language Processing Market, by Country/Region, 2022–2031 (USD Million)
Table 59 Europe: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 60 Europe: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 61 Europe: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 62 Europe: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 63 Europe: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 64 Europe: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 65 Germany: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 66 Germany: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 67 Germany: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 68 Germany: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 69 Germany: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 70 Germany: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 71 U.K.: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 72 U.K.: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 73 U.K.: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 74 U.K.: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 75 U.K.: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 76 U.K.: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 77 France: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 78 France: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 79 France: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 80 France: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 81 France: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 82 France: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 83 Italy: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 84 Italy: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 85 Italy: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 86 Italy: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 87 Italy: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 88 Italy: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 89 Spain: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 90 Spain: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 91 Spain: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 92 Spain: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 93 Spain: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 94 Spain: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 95 Switzerland: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 96 Switzerland: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 97 Switzerland: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 98 Switzerland: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 99 Switzerland: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 100 Switzerland: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 101 Netherlands: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 102 Netherlands: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 103 Netherlands: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 104 Netherlands: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 105 Netherlands: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 106 Netherlands: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 107 Rest of Europe: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 108 Rest of Europe: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 109 Rest of Europe: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 110 Rest of Europe: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 111 Rest of Europe: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 112 Rest of Europe: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 113 Asia-Pacific: Natural Language Processing Market, by Country/Region, 2022–2031 (USD Million)
Table 114 Asia-Pacific: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 115 Asia-Pacific: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 116 Asia-Pacific: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 117 Asia-Pacific: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 118 Asia-Pacific: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 119 Asia-Pacific: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 120 China: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 121 China: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 122 China: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 123 China: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 124 China: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 125 China: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 126 Japan: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 127 Japan: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 128 Japan: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 129 Japan: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 130 Japan: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 131 Japan: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 132 India: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 133 India: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 134 India: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 135 India: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 136 India: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 137 India: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 138 South Korea: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 139 South Korea: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 140 South Korea: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 141 South Korea: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 142 South Korea: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 143 South Korea: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 144 Singapore: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 145 Singapore: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 146 Singapore: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 147 Singapore: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 148 Singapore: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 149 Singapore: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 150 Malaysia: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 151 Malaysia: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 152 Malaysia: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 153 Malaysia: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 154 Malaysia: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 155 Malaysia: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 156 Rest of Asia-Pacific: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 157 Rest of Asia-Pacific: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 158 Rest of Asia-Pacific: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 159 Rest of Asia-Pacific: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 160 Rest of Asia-Pacific: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 161 Rest of Asia-Pacific: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 162 Latin America: Natural Language Processing Market, by Country/Region, 2022–2031 (USD Million)
Table 163 Latin America: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 164 Latin America: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 165 Latin America: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 166 Latin America: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 167 Latin America: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 168 Latin America: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 169 Brazil: Natural Language Processing Market, by Offering, 2022–2031 (USD Million
Table 170 Brazil: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 171 Brazil: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 172 Brazil: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 173 Brazil: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 174 Brazil: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 175 Mexico: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 176 Mexico: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 177 Mexico: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 178 Mexico: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 179 Mexico: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 180 Mexico: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 181 Rest of Latin America: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 182 Rest of Latin America: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 183 Rest of Latin America: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 184 Rest of Latin America: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 185 Rest of Latin America: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 186 Rest of Latin America: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 187 Middle East & Africa: Natural Language Processing Market, by Country/Region, 2022–2031 (USD Million)
Table 188 Middle East & Africa: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 189 Middle East & Africa: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 190 Middle East & Africa: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 191 Middle East & Africa: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 192 Middle East & Africa: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 193 Middle East & Africa: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 194 UAE: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 195 UAE: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 196 UAE: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 197 UAE: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 198 UAE: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 199 UAE: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 200 Israel: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 201 Israel: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 202 Israel: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 203 Israel: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 204 Israel: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 205 Israel: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 206 Rest of Middle East & Africa: Natural Language Processing Market, by Offering, 2022–2031 (USD Million)
Table 207 Rest of Middle East & Africa: Natural Language Processing Solutions Market, by Type, 2022–2031 (USD Million)
Table 208 Rest of Middle East & Africa: Natural Language Processing Services Market, by Type, 2022–2031 (USD Million)
Table 209 Rest of Middle East & Africa: Natural Language Processing Market, by Organization Size, 2022–2031 (USD Million)
Table 210 Rest of Middle East & Africa: Natural Language Processing Market, by Application, 2022–2031 (USD Million)
Table 211 Rest of Middle East & Africa: Natural Language Processing Market, by Sector, 2022–2031 (USD Million)
Table 212 Recent Developments by the Major Market Players (2021–2024)
List of Figures
Figure 1 Research Process
Figure 2 Secondary Sources Referenced for this Study
Figure 3 Primary Research Techniques
Figure 4 Key Executives Interviewed
Figure 5 Breakdown of Primary Interviews (Supply Side & Demand Side)
Figure 6 Market Sizing and Growth Forecast Approach
Figure 7 Key Insights
Figure 8 Global Natural Language Processing Market, by Offering, 2024 Vs. 2031 (USD Million)
Figure 9 Global Natural Language Processing Market, by Organization Size, 2024 Vs. 2031 (USD Million)
Figure 10 Global Natural Language Processing Market, by Application, 2024 Vs. 2031 (USD Million)
Figure 11 Global Natural Language Processing Market, by Sector, 2024 Vs. 2031 (USD Million)
Figure 12 Geographic Snapshot: Natural Language Processing Market
Figure 13 Impact Analysis of Market Drivers, Restraints, Opportunities, and Challenges
Figure 14 Global Natural Language Processing Market, by Offering, 2024 Vs. 2031 (USD Million)
Figure 15 Global Natural Language Processing Market, by Organization Size, 2024 Vs. 2031 (USD Million)
Figure 16 Global Natural Language Processing Market, by Application, 2024 Vs. 2031 (USD Million)
Figure 17 Global Natural Language Processing Market, by Sector, 2024 Vs. 2031 (USD Million)
Figure 18 Geographic Snapshot: North America Natural Language Processing Market
Figure 19 Geographic Snapshot: Europe Natural Language Processing Market
Figure 20 Geographic Snapshot: Asia-Pacific Natural Language Processing Market
Figure 21 Geographic Snapshot: Latin America Natural Language Processing Market
Figure 22 Geographic Snapshot: Middle East & Africa Natural Language Processing Market
Figure 23 Growth Strategies Adopted by Leading Market Players (2021–2024)
Figure 24 Competitive Dashboard: Natural Language Processing Market
Figure 25 Vendor Market Positioning Analysis (2021–2024)
Figure 26 Google LLC: Financial Overview
Figure 27 Microsoft Corporation: Financial Overview
Figure 28 Amazon.Com, Inc.: Financial Overview
Figure 29 Oracle Corporation: Financial Overview
Figure 30 IBM Corporation.: Financial Overview
Figure 31 Verint Systems Inc.: Financial Overview
Figure 32 NVIDIA Corporation: Financial Overview
Figure 33 QUALCOMM Incorporated: Financial Overview
Figure 34 Baidu, Inc.: Financial Overview
Figure 35 SAP SE: Financial Overview
Figure 36 Intel Corporation: Financial Overview
Figure 37 Adobe Inc.: Financial Overview
Figure 38 Genpact Limited: Financial Overview
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