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自然言語生成(NLG)の世界市場レポート 2024年

Natural Language Generation (NLG) Global Market Report 2024

出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2~10営業日

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自然言語生成(NLG)の世界市場レポート 2024年
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2~10営業日
  • 全表示
  • 概要
  • 目次
概要

自然言語生成(NLG)市場規模は、今後数年で飛躍的な成長が見込まれます。2028年にはCAGR21.4%で19億1,000万米ドルに成長します。予測期間における成長の原動力は、ディープラーニングの急速な進歩、音声アシスタントとの統合、コンテンツ自動化の需要の高まり、説明可能性の重要性の高まり、ヘルスケアにおける使用事例の拡大です。この期間に予想される主な動向には、AIを活用した創造性、倫理的AIと偏見緩和への取り組み、継続的な技術進歩、継続的な製品開発、リアルタイム言語翻訳機能の出現などがあります。これらの動向は、AIアプリケーションの進化する情勢を浮き彫りにし、イノベーション、倫理、多様な業界ニーズを満たすための機能強化の追求を強調しています。

データの量と種類の急増が予測され、今後数年間、自然言語生成(NLG)市場の成長を牽引すると考えられています。このデータの増加には、システム、アプリケーション、デバイスによって生成、収集、処理される膨大な量と多様な種類の情報が含まれ、さまざまな状況におけるデータの規模と異質性の拡大を反映しています。NLGは、複雑なデータセットを首尾一貫した理解しやすいナラティブに変換することで、この増大する量と多様なデータから得られる洞察を効果的に伝達する上で重要な役割を果たしています。これにより、企業は意味のある情報を抽出し、よりアクセスしやすく、人間が読みやすい形式で、情報に基づいた意思決定を行うことができます。例えば、米国のソフトウェア・マーケットプレース企業であるG2.comは、2023年2月に、87.8%の企業がデータ投資を増加させ、2022年から41%増加したと報告しています。その結果、データの量と種類の増加が自然言語生成市場の成長を後押ししています。

自然言語生成(NLG)の主要企業は、AIを活用したアプリケーションのための専用スタックの統合を通じて、先進的な技術や製品を開発し、イノベーションを進めています。スタックの統合には、さまざまなソフトウェアコンポーネントやシステムを組み合わせてシームレスに連携させることが含まれます。ソフトウェア・スタックは、アプリケーションの実行をサポートするために連携する独立したコンポーネントで構成されます。例えば、米国を拠点とするテクノロジー企業であるマイクロソフト社は2023年、Azure OpenAI Serviceを発表しました。このエコシステムは、開発者や組織の進化するニーズに合わせて調整されており、AIを活用したアプリケーション専用に設計された包括的な統合スタックを提供します。Azureには、Azure OpenAIによって提供される、タスクに最適化されたさまざまな事前構築済みの自然言語理解(NLU)およびNLG機能が組み込まれており、競争優位性と優れたパフォーマンスを提供します。これらのモデルは、コンテンツの要約、画像理解、セマンティック検索、自然言語からコードへの翻訳などのタスクに適応させることができます。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界の市場規模と成長

  • 世界の市場促進要因と抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 世界の市場規模実績と成長、2018年~2023年
  • 世界の市場規模予測と成長、2023年~2028年、2033年

第6章 市場セグメンテーション

  • 世界の自然言語生成(NLG)市場、展開別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • オンプレミス
  • クラウド
  • 世界の自然言語生成(NLG)市場、組織規模別セグメンテーション、実績および予測、2018~2023年、2023~2028年、2033年
  • 中小企業
  • 大企業
  • 世界の自然言語生成(NLG)市場、アプリケーション別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 不正行為検出
  • 予知保全
  • リスクとコンプライアンス管理
  • パフォーマンス管理
  • 世界の自然言語生成(NLG)市場、業界別セグメンテーション、実績および予測、2018~2023年、2023~2028年、2033年
  • 銀行、金融サービス、保険(BFSI)
  • 小売業と電子商取引
  • 政府と防衛
  • ヘルスケアとライフサイエンス
  • 製造業
  • 通信
  • IT
  • メディアとエンターテイメント
  • エネルギーと公共事業

第7章 地域別・国別分析

  • 世界の自然言語生成(NLG)市場、地域別、実績および予測、2018~2023年、2023~2028年、2033年
  • 世界の自然言語生成(NLG)市場、国別、実績および予測、2018~2023年、2023~2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • 自然言語生成(NLG)市場の競合情勢
  • 自然言語生成(NLG)市場の企業プロファイル
    • Amazon.com Inc.
    • Alphabet Inc.
    • Microsoft Corporation
    • International Business Machines Corporation
    • Deloitte Touche Tohmatsu Limited

第31章 その他の大手企業と革新的企業

  • 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

第32章 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の展望と潜在的分析

第36章 付録

目次
Product Code: r16677

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.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

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.

Table of Contents

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