Natural Language Generation (NLG) Global Market Report 2024

Description

Natural Language Generation (NLG) constitutes a subset of artificial intelligence (AI) and natural language processing (NLP) dedicated to automatically generating human-readable text or speech from structured data or other non-linguistic formats. Its primary objective is to convert data into coherent and contextually relevant narratives easily comprehensible by humans.

The main deployment methods for NLG are on-premise and cloud-based. On-premise deployment involves hosting software on an organization's servers, with management typically handled by the organization's IT department. NLG finds utility across various sectors including banking, financial services and insurance (BFSI), retail and e-commerce, government and defense, healthcare and life sciences, manufacturing, telecom, information technology, media and entertainment, and energy and utilities. It is employed for diverse applications such as fraud detection, predictive maintenance, risk and compliance management, and performance management.

The natural language generation (NLG) market research report is one of a series of new reports from The Business Research Company that provides natural language generation (NLG) market statistics, including natural language generation (NLG) industry global market size, regional shares, competitors with natural language generation (NLG) market share, detailed natural language generation (NLG) market segments, market trends, and opportunities, and any further data you may need to thrive in the natural language generation (NLG) industry. This natural language generation (NLG) market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The natural language generation (NLG) market size has grown exponentially in recent years. It will grow from $0.72 billion in 2023 to $0.88 billion in 2024 at a compound annual growth rate (CAGR) of 22.0%. The growth witnessed in the historic period can be attributed to several key factors, including increased data availability, the emergence of big data analytics, advancements in natural language processing (NLP) technology, the growing demand for data-driven insights, and the integration of these insights with business intelligence (BI) tools.

The natural language generation (NLG) market size is expected to see exponential growth in the next few years. It will grow to $1.91 billion in 2028 at a compound annual growth rate (CAGR) of 21.4%. The projected growth in the forecast period is driven by rapid advances in deep learning, integration with voice assistants, a growing demand for content automation, the increasing importance of explainability, and expanding use cases in healthcare. Major trends expected during this period include AI-powered creativity, efforts towards ethical AI and bias mitigation, ongoing technological advancements, continuous product developments, and the emergence of real-time language translation capabilities. These trends highlight the evolving landscape of AI applications, emphasizing innovation, ethics, and the pursuit of enhanced capabilities to meet diverse industry needs.

The projected surge in the volume and variety of data is poised to drive the growth of the natural language generation (NLG) market in the coming years. This increase in data encompasses vast quantities and diverse types of information generated, collected, and processed by systems, applications, and devices, reflecting the expanding scale and heterogeneity of data in various contexts. NLG plays a crucial role in effectively communicating insights derived from this growing volume and variety of data by transforming complex datasets into coherent and understandable narratives. This enables businesses to extract meaningful information and make informed decisions in a more accessible and human-readable format. For example, in February 2023, G2.com, a US-based software marketplace company, reported that 87.8% of companies had increased their data investments, marking a 41% rise from 2022. Consequently, the escalating volume and variety of data are propelling the growth of the natural language generation market.

Major players in natural language generation (NLG) are innovating by developing advanced technology and products through the integration of purpose-built stacks for AI-powered applications. Integrating stacks involves combining various software components or systems to seamlessly work together. A software stack comprises independent components that collaborate to support application execution. For example, in 2023, Microsoft Corporation, a US-based technology company, introduced the Azure OpenAI Service. This ecosystem is tailored to meet the evolving needs of developers and organizations, offering a comprehensive, integrated stack designed specifically for AI-powered applications. Azure incorporates a range of pre-built, task-optimized natural language understanding (NLU) and NLG capabilities powered by Azure OpenAI, providing a competitive edge and superior performance. These models can be adapted for tasks such as content summarization, image understanding, semantic search, and natural language to code translation.

In November 2023, Straive, an information technology company based in Singapore, acquired Gramener for an undisclosed sum. The acquisition is intended to bolster Straive's capacity to develop distinctive customer experiences, offerings, and operations by integrating distinctive data-driven insights and expert knowledge into digital and AI technologies. Gramener, headquartered in the US, is a data infrastructure and analytics company known for its natural language generation-based app.

Major companies operating in the natural language generation (nlg) market report are Amazon.com Inc., Alphabet Inc., Microsoft Corporation, International Business Machines Corporation, Deloitte Touche Tohmatsu Limited, Oracle Corporation, SAP SE, NVIDIA Corporation, Infosys Limited, Baidu Inc., SAS Institute Inc., Conversica Inc., Automated Insights Inc., OpenAI Inc., Narrative Science Inc., Persado Inc., Arria NLG plc, Hugging Face Inc., Retresco GmbH, AX Semantics GmbH, vPhrase Analytics Solutions Pvt. Ltd., Yseop SA, Phrasetech, Narrativa, Gabriele Sarti

North America was the largest region in the natural language generation (NLG) market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the natural language generation (nlg) market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the natural language generation (nlg) market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The natural language generation (NLG) market includes revenues earned by entities by providing services such as automated customer service responses, filling out online forms, Chabot and voice assistants, and decision-making process services. The market value includes the value of related goods sold by the service provider or included within the service offering. The natural language generation (NLG) market also includes sales of GPUs, CPUs, and storage systems. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Natural Language Generation (NLG) Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on natural language generation (NLG) market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
Measure the impact of high global inflation on market growth.
Create regional and country strategies on the basis of local data and analysis.
Identify growth segments for investment.
Outperform competitors using forecast data and the drivers and trends shaping the market.
Understand customers based on the latest market shares.
Benchmark performance against key competitors.
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Where is the largest and fastest growing market for natural language generation (NLG)? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The natural language generation (NLG) market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of covid 19 on supply chains and consumption patterns.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

1) By Deployment: On-Premise; Cloud
2) By Organization Size: Small and Medium Enterprises (SMEs); Large Enterprises
3) By Application: Fraud Detection; Predictive Maintenance; Risk And Compliance Management; Performance Management
4) By Vertical: Banking, Financial Services And Insurance (BFSI); Retail And Ecommerce; Government And Defense; Healthcare And Life Sciences; Manufacturing; Telecom; IT; Media And Entertainment; Energy And Utilities
Companies Mentioned: Amazon.com Inc.; Alphabet Inc.; Microsoft Corporation; International Business Machines Corporation; Deloitte Touche Tohmatsu Limited
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery format: PDF, Word and Excel Data Dashboard.

Product Code: r16677

1. Executive Summary

2. Natural Language Generation (NLG) Market Characteristics

3. Natural Language Generation (NLG) Market Trends And Strategies

4. Natural Language Generation (NLG) Market - Macro Economic Scenario

4.1. Impact Of High Inflation On The Market
4.2. Ukraine-Russia War Impact On The Market
4.3. COVID-19 Impact On The Market

5. Global Natural Language Generation (NLG) Market Size and Growth

5.1. Global Natural Language Generation (NLG) Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
5.2. Global Natural Language Generation (NLG) Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
5.3. Global Natural Language Generation (NLG) Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Natural Language Generation (NLG) Market Segmentation

6.1. Global Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
On-Premise
Cloud
6.2. Global Natural Language Generation (NLG) Market, Segmentation By Organization Size, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Small and Medium Enterprises (SMEs)
Large Enterprises
6.3. Global Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Fraud Detection
Predictive Maintenance
Risk And Compliance Management
Performance Management
6.4. Global Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Banking, Financial Services and Insurance (BFSI)
Retail And Ecommerce
Government And Defense
Healthcare And Life Sciences
Manufacturing
Telecom
IT
Media And Entertainment
Energy And Utilities

7. Natural Language Generation (NLG) Market Regional And Country Analysis

7.1. Global Natural Language Generation (NLG) Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global Natural Language Generation (NLG) Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Natural Language Generation (NLG) Market

8.1. Asia-Pacific Natural Language Generation (NLG) Market Overview
Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Natural Language Generation (NLG) Market

9.1. China Natural Language Generation (NLG) Market Overview
9.2. China Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Natural Language Generation (NLG) Market

10.1. India Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Natural Language Generation (NLG) Market

11.1. Japan Natural Language Generation (NLG) Market Overview
11.2. Japan Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Natural Language Generation (NLG) Market

12.1. Australia Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Natural Language Generation (NLG) Market

13.1. Indonesia Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Natural Language Generation (NLG) Market

14.1. South Korea Natural Language Generation (NLG) Market Overview
14.2. South Korea Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Natural Language Generation (NLG) Market

15.1. Western Europe Natural Language Generation (NLG) Market Overview
15.2. Western Europe Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Natural Language Generation (NLG) Market

16.1. UK Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Natural Language Generation (NLG) Market

17.1. Germany Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Natural Language Generation (NLG) Market

18.1. France Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Natural Language Generation (NLG) Market

19.1. Italy Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Natural Language Generation (NLG) Market

20.1. Spain Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Natural Language Generation (NLG) Market

21.1. Eastern Europe Natural Language Generation (NLG) Market Overview
21.2. Eastern Europe Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Natural Language Generation (NLG) Market

22.1. Russia Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Natural Language Generation (NLG) Market

23.1. North America Natural Language Generation (NLG) Market Overview
23.2. North America Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Natural Language Generation (NLG) Market

24.1. USA Natural Language Generation (NLG) Market Overview
24.2. USA Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Natural Language Generation (NLG) Market

25.1. Canada Natural Language Generation (NLG) Market Overview
25.2. Canada Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Natural Language Generation (NLG) Market

26.1. South America Natural Language Generation (NLG) Market Overview
26.2. South America Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Natural Language Generation (NLG) Market

27.1. Brazil Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Natural Language Generation (NLG) Market

28.1. Middle East Natural Language Generation (NLG) Market Overview
28.2. Middle East Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Natural Language Generation (NLG) Market

29.1. Africa Natural Language Generation (NLG) Market Overview
29.2. Africa Natural Language Generation (NLG) Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa Natural Language Generation (NLG) Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa Natural Language Generation (NLG) Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Natural Language Generation (NLG) Market Competitive Landscape And Company Profiles

30.1. Natural Language Generation (NLG) Market Competitive Landscape
30.2. Natural Language Generation (NLG) Market Company Profiles
- 30.2.1. Amazon.com Inc.
  - 30.2.1.1. Overview
  - 30.2.1.2. Products and Services
  - 30.2.1.3. Strategy
  - 30.2.1.4. Financial Performance
- 30.2.2. Alphabet Inc.
  - 30.2.2.1. Overview
  - 30.2.2.2. Products and Services
  - 30.2.2.3. Strategy
  - 30.2.2.4. Financial Performance
- 30.2.3. Microsoft Corporation
  - 30.2.3.1. Overview
  - 30.2.3.2. Products and Services
  - 30.2.3.3. Strategy
  - 30.2.3.4. Financial Performance
- 30.2.4. International Business Machines Corporation
  - 30.2.4.1. Overview
  - 30.2.4.2. Products and Services
  - 30.2.4.3. Strategy
  - 30.2.4.4. Financial Performance
- 30.2.5. Deloitte Touche Tohmatsu Limited
  - 30.2.5.1. Overview
  - 30.2.5.2. Products and Services
  - 30.2.5.3. Strategy
  - 30.2.5.4. Financial Performance

31. Natural Language Generation (NLG) Market Other Major And Innovative Companies

31.1. Oracle Corporation
31.2. SAP SE
31.3. NVIDIA Corporation
31.4. Infosys Limited
31.5. Baidu Inc.
31.6. SAS Institute Inc.
31.7. Conversica Inc.
31.8. Automated Insights Inc.
31.9. OpenAI Inc.
31.10. Narrative Science Inc.
31.11. Persado Inc.
31.12. Arria NLG plc
31.13. Hugging Face Inc.
31.14. Retresco GmbH
31.15. AX Semantics GmbH

32. Global Natural Language Generation (NLG) Market Competitive Benchmarking

33. Global Natural Language Generation (NLG) Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Natural Language Generation (NLG) Market

35. Natural Language Generation (NLG) Market Future Outlook and Potential Analysis

35.1 Natural Language Generation (NLG) Market In 2028 - Countries Offering Most New Opportunities
35.2 Natural Language Generation (NLG) Market In 2028 - Segments Offering Most New Opportunities
35.3 Natural Language Generation (NLG) Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations
36.2. Currencies
36.3. Historic And Forecast Inflation Rates
36.4. Research Inquiries
36.5. The Business Research Company
36.6. Copyright And Disclaimer