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自然語言產生的全球市場規模、佔有率和趨勢分析報告（按公司規模、按應用、按解決方案、按行業、按地區、展望和預測，2024-2031）

市場調查報告書

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1565182

自然語言產生的全球市場規模、佔有率和趨勢分析報告（按公司規模、按應用、按解決方案、按行業、按地區、展望和預測，2024-2031）

Global Natural Language Generation Market Size, Share & Trends Analysis Report By Enterprise Size (Large Enterprise and Small & Medium Enterprise ), By Application, By Solutions, By Deployment, By Vertical, By Regional Outlook and Forecast, 2024 - 2031

出版日期: 2024年09月30日 | 出版商:

KBV Research | 英文 373 Pages | 訂單完成後即時交付

價格

簡介目錄圖表

到 2031 年，全球自然語言生成市場規模預計將達到 27 億美元，預測期內複合年成長率為 21.2%。

市場成長要素

企業不斷尋找最佳化業務和降低成本的方法。自動內容生成使組織能夠快速生成大量文本，減少對人類作家的需求並最大限度地降低人事費用。這在行銷等行業尤其有價值，因為及時的內容可以增加銷售額。總之，對自動內容產生的需求不斷成長將推動市場成長。

此外，組織越來越認知到資料在策略制定中的價值。 NLG 技術使企業能夠將複雜的資料集集轉換為易於理解的解釋，從而更容易從原始資料中獲得可操作的見解。當企業尋求保持敏捷性和回應能力時，產生即時報告和摘要的能力至關重要。因此，日益關注基於資料的決策將推動市場成長。

市場限制因素

實施 NLG 解決方案通常需要大量初始投資。這包括與購買軟體、授權以及可能的硬體基礎設施投資相關的成本。對於許多組織、小型企業或Start-Ups來說，這些初始成本可能令人望而卻步。 NLG 工具需要與現有系統和資料來源整合，這涉及複雜的技術工作和額外成本。因此，這些工具的高實施成本阻礙了市場的成長。

企業規模展望

依公司規模，市場分為中小企業和大型企業。 2023 年，中小企業 (SME) 細分市場將佔據該市場 35% 的收益佔有率。儘管規模較小，中小型企業越來越認知到 NLG 技術在提高效率和獲得競爭優勢方面的優勢。 NLG 解決方案使小型企業能夠自動執行重複性任務，從資料中產生見解，並在幾乎不需要人工干預的情況下增強客戶互動。

應用前景

根據應用，該市場分為詐騙偵測與洗錢防制（AML）、預測性維護、風險與合規管理、績效管理、客戶體驗管理等。 2023年，績效管理部門佔該市場13%的收益佔有率。組織擴大利用 NLG 來改善其績效管理流程。透過將績效資料轉化為一致、可操作的見解，NLG 讓管理人員能夠更好地了解其團隊的績效、確定需要改進的領域並做出明智的決策。

解決方案展望

根據解決方案，該市場分為軟體和服務。到 2023 年，服務部門將佔據該市場 35% 的收益佔有率。該部門包括對於 NLG 解決方案的成功實施和營運至關重要的諮詢、實施和維護服務。該領域的成長是由於對客製化和最佳化 NLG 軟體以滿足特定業務需求的專業知識的需求不斷成長而推動的。

發展前景

根據部署，該市場分為本地和雲端。 2023 年，本地市場收益佔有率佔該市場的 35%。本地 NLG 解決方案使企業能夠完全控制資料和基礎設施。這對於具有嚴格資料隱私和安全標準的行業（例如金融、醫療保健和政府）至關重要。

產業展望

根據行業，該市場分為銀行、金融服務和保險、零售和電子商務、能源和公共、政府和國防、醫療保健和生命科學、媒體和娛樂、製造、通訊和 IT、其他。 2023 年，零售和電子商務領域將佔該市場 14% 的收益佔有率。該部門利用 NLG 技術來增強客戶體驗、最佳化行銷工作並提高營運效率。 NLG 工具產生產品描述、個人化行銷訊息和銷售報告，使零售商能夠為其客戶提供量身定做的引人入勝的內容。

區域展望

從區域來看，我們對北美、歐洲、亞太地區和拉丁美洲/中東/非洲的自然語言生成市場進行了分析。 2023 年，北美地區在自然語言生成市場的收益佔有率為 38%。北美的優勢歸因於其先進的技術基礎設施、人工智慧（AI）技術的高採用率以及對 NLG 解決方案的大量投資。領先的 NLG 供應商的存在以及對創新和研究的強烈關注正在進一步推動該地區的市場成長。

全球銀行、金融服務和保險市場：按地區分類
全球製造業市場：按地區
全球零售與電子商務市場：按地區分類
全球政府與國防市場：按地區
全球通訊與 IT 市場：按地區分類
全球醫療保健和生命科學市場：按地區
全球能源和公共產業市場：按地區
全球媒體與娛樂市場：按地區分類
世界其他地區按地區分類的工業市場

第10章全球自然語言生成市場：按地區

北美洲
- 北美自然語言生成市場：依國家分類
  - 美國
  - 加拿大
  - 墨西哥
  - 其他北美地區
歐洲
- 歐洲自然語言生成市場：依國家分類
  - 德國
  - 英國
  - 法國
  - 俄羅斯
  - 西班牙
  - 義大利
  - 其他歐洲國家地區
亞太地區
- 亞太地區自然語言生成市場：依國家分類
  - 中國
  - 日本
  - 印度
  - 韓國
  - 澳洲
  - 馬來西亞
  - 其他亞太地區
拉丁美洲/中東/非洲
- 拉丁美洲/中東/非洲自然語言生成市場：按國家分類
  - 巴西
  - 阿根廷
  - 阿拉伯聯合大公國
  - 沙烏地阿拉伯
  - 南非
  - 奈及利亞
  - 其他拉丁美洲/中東/非洲地區

第11章公司簡介

IBM Corporation
Microsoft Corporation
Google LLC（Alphabet Inc）
Amazon Web Services, Inc（Amazon.com, Inc.）
SAS Institute, Inc
Salesforce, Inc
Arria NLG Limited
vPhrase
Retresco GmbH
Yseop

第12章：在自然語言生成市場中取得成功的基本條件

簡介目錄圖表

The Global Natural Language Generation Market size is expected to reach $2.7 billion by 2031, rising at a market growth of 21.2% CAGR during the forecast period.

In 2023, the Europe region generated 30% revenue share in the natural language generation market. The increasing digital transformation initiatives across various industries, including banking, finance, healthcare, and retail, fuel the growth in Europe. European organizations increasingly adopt NLG technology to streamline operations, ensure regulatory compliance, and enhance customer experiences.

The major strategies followed by the market participants are Product Launches as the key developmental strategy to keep pace with the changing demands of end users. For instance, In June, 2024, Amazon Web Services, Inc. unveiled a generative AI-powered feature in CloudTrail Lake (preview) that allows users to analyze AWS activity events using plain English queries, eliminating the need to write complex SQL. This simplifies event data analysis, enhancing security, compliance, and operational investigations for non-experts. Moreover, In April, 2024, Salesforce, Inc. unveiled MuleSoft's automation, integration, and API management solutions with AI features to boost productivity and streamline workflows. MuleSoft's Intelligent Document Processing (IDP) extracts data from various documents and integrates it with Salesforce Flow for seamless automation. Einstein AI is embedded in MuleSoft's tools, enabling natural language prompts for building integrations and automation.

Market Growth Factors

Businesses are constantly looking for ways to optimize operations and reduce costs. Automated content generation enables organizations to produce large volumes of text quickly, reducing the need for human writers and minimizing labor costs. This is especially valuable in industries like marketing, where timely content can drive sales. In conclusion, increasing demand for automated content generation drives the market's growth.

Additionally, Organizations are increasingly recognizing the value of data in informing their strategies. NLG technologies enable businesses to convert complex data sets into easily understandable narratives, making it simpler to derive actionable insights from raw data. As businesses seek to stay agile and responsive, the ability to generate real-time reports and summaries is crucial. Therefore, the growing focus on data-driven decision-making drives the market's growth.

Market Restraining Factors

Deploying NLG solutions often requires substantial initial investment. This includes costs associated with purchasing software, licensing, and possibly investing in hardware infrastructure. These upfront costs can be prohibitive for many organizations, significantly smaller businesses, or startups. NLG tools must be integrated with existing systems and data sources, involving complex technical work and additional expenses. Therefore, the high implementation costs of these tools are hindering market growth.

Enterprise Size Outlook

By enterprise size, this market is divided into small & medium sized enterprises and large enterprises. The small & medium sized enterprise (SME) segment procured 35% revenue share in this market in 2023. Despite their smaller scale, SMEs increasingly recognize the benefits of NLG technology in improving efficiency and gaining competitive advantages. NLG solutions offer SMEs the capability to automate repetitive tasks, generate insights from data, and enhance customer interactions without extensive human intervention.

Application Outlook

On the basis of application, this market is segmented into fraud detection & anti-money laundering (AML), predictive maintenance, risk & compliance management, performance management, customer experience management, and others. The performance management segment held 13% revenue share in this market in 2023. Organizations are increasingly leveraging NLG to improve their performance management processes. By transforming performance data into coherent and actionable insights, NLG enables managers to understand their team's performance better, identify improvement areas, and make informed decisions.

Solutions Outlook

Based on solutions, this market is divided into software and service. The service segment attained 35% revenue share in this market in 2023. This segment includes consulting, implementation, and maintenance services, which are essential for the successful deployment and operation of NLG solutions. The growth in this segment is driven by the increasing need for expertise in customizing and optimizing NLG software to meet specific business requirements.

Deployment Outlook

Based on deployment, this market is categorized into on-premises and cloud. The on-premises segment witnessed 35% revenue share in this market in 2023. On-premises NLG solutions offer businesses complete control over their data and infrastructure, which is crucial for industries with stringent data privacy and security standards, such as finance, healthcare, and government.

Vertical Outlook

Based on vertical, this market is divided into banking, financial services and insurance, retail and e-commerce, energy and utilities, government and defense, healthcare and lifesciences, media and entertainment, manufacturing, telecom and IT, and others. The retail and e-commerce segment held 14% revenue share in this market in 2023. This sector leverages NLG technology to enhance customer experience, optimize marketing efforts, and improve operational efficiency. NLG tools generate product descriptions, personalized marketing messages, and sales reports, enabling retailers to deliver tailored and engaging content to their customers.

Regional Outlook

Region-wise, the natural language generation market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America region witnessed 38% revenue share in the natural language generation market in 2023. The dominance of North America is attributed to the advanced technological infrastructure, high adoption rate of artificial intelligence (AI) technologies, and significant investments in NLG solutions. The presence of major NLG vendors and a strong focus on innovation and research further drive the market growth in this region.

Recent Strategies Deployed in the Market

Jul-2024: Salesforce, Inc. announced the partnership with Workday, Inc., a leading provider of solutions to help organizations manage their people and money to unveil an AI employee service agent to automate tasks, deliver personalized support, and provide data-driven insights. Integrating Salesforce's Agentforce Platform and Einstein AI with Workday's solutions will help organizations develop agents for various employee service scenarios, enhancing efficiency and driving success.
Jun-2024: Amazon Web Services, Inc. CloudWatch unveiled natural language query generation for Logs Insights and Metrics Insights, powered by generative AI. This feature enables users to generate queries using plain English, simplifying extracting insights from logs and metrics. It also offers query refinement, time adjustments, and code explanations.
Jan-2024: Amazon Web Services, Inc. announced the partnership with Siemens AG, a German multinational technology conglomerate company to simplify the creation and scaling of generative AI applications across industries. Siemens is integrating AWS's Amazon Bedrock with its Mendix low-code platform, enabling domain experts in sectors like engineering, logistics, and finance to develop advanced AI-driven solutions securely and efficiently.
Oct-2023: IBM Corporation unveiled Watsonx Code Assistant, a generative AI tool that helps developers and IT operators code faster using natural language prompts. It supports IT automation for Red Hat Ansible Lightspeed and COBOL-to-Java translation for mainframe modernization. Built on IBM's Granite foundation models, it emphasizes trust, security, and compliance.
Sep-2023: SAS Institute Inc. collaborates with clients unveils digital twin simulations for manufacturing and logistics, and generates synthetic data for banking and healthcare. The company is also exploring large language models (LLMs) to address industry challenges, emphasizing trusted, secure outcomes through comprehensive domain expertise, advanced AI, and robust governance.

List of Key Companies Profiled

IBM Corporation
Microsoft Corporation
Google LLC (Alphabet Inc.)
Amazon Web Services, Inc. (Amazon.com, Inc.)
SAS Institute Inc.
Salesforce, Inc.
Arria NLG Limited
vPhrase
Retresco GmbH
Yseop

Global Natural Language Generation Market Report Segmentation

By Enterprise Size

Large Enterprise
Small & Medium Enterprise (SME)

By Application

Risk & Compliance Management
Customer Experience Management
Fraud Detection & Anti-Money Laundering (AML)
Predictive Maintenance
Performance Management
Other Application

By Solutions

Software
Service

By Deployment

Cloud
On-premises

By Vertical

Banking, Financial Services & Insurance
Manufacturing
Retail & Ecommerce
Government & Defense
Telecom & IT
Healthcare & Lifesciences
Energy & Utilities
Media & Entertainment
Other Vertical

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Australia
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
Rest of LAMEA

Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global Natural Language Generation Market, by Enterprise Size
- 1.4.2 Global Natural Language Generation Market, by Application
- 1.4.3 Global Natural Language Generation Market, by Solutions
- 1.4.4 Global Natural Language Generation Market, by Deployment
- 1.4.5 Global Natural Language Generation Market, by Vertical
- 1.4.6 Global Natural Language Generation Market, by Geography
1.5 Methodology for the research

Chapter 2. Market at a Glance

2.1 Key Highlights

Chapter 3. Market Overview

3.1 Introduction
- 3.1.1 Overview
  - 3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints
- 3.2.3 Market Opportunities
- 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
- 4.2.1 Partnerships, Collaborations and Agreements
- 4.2.2 Product Launches and Product Expansions
- 4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2023
4.4 Top Winning Strategies
- 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
- 4.4.2 Key Strategic Move: (Product Launches and Product Expansions : 2023, Mar - 2024, Jun) Leading Players
4.5 Porter Five Forces Analysis

Chapter 5. Global Natural Language Generation Market by Enterprise Size

5.1 Global Large Enterprise Market by Region
5.2 Global Small & Medium Enterprise (SME) Market by Region

Chapter 6. Global Natural Language Generation Market by Application

6.1 Global Risk & Compliance Management Market by Region
6.2 Global Customer Experience Management Market by Region
6.3 Global Fraud Detection & Anti-Money Laundering (AML) Market by Region
6.4 Global Predictive Maintenance Market by Region
6.5 Global Performance Management Market by Region
6.6 Global Other Application Market by Region

Chapter 7. Global Natural Language Generation Market by Solutions

7.1 Global Software Market by Region
7.2 Global Service Market by Region

Chapter 8. Global Natural Language Generation Market by Deployment

8.1 Global Cloud Market by Region
8.2 Global On-premises Market by Region

Chapter 9. Global Natural Language Generation Market by Vertical

9.1 Global Banking, Financial Services & Insurance Market by Region
9.2 Global Manufacturing Market by Region
9.3 Global Retail & Ecommerce Market by Region
9.4 Global Government & Defense Market by Region
9.5 Global Telecom & IT Market by Region
9.6 Global Healthcare & Lifesciences Market by Region
9.7 Global Energy & Utilities Market by Region
9.8 Global Media & Entertainment Market by Region
9.9 Global Other Vertical Market by Region

Chapter 10. Global Natural Language Generation Market by Region

10.1 North America Natural Language Generation Market
- 10.1.1 North America Natural Language Generation Market by Enterprise Size
  - 10.1.1.1 North America Large Enterprise Market by Region
  - 10.1.1.2 North America Small & Medium Enterprise (SME) Market by Region
- 10.1.2 North America Natural Language Generation Market by Application
  - 10.1.2.1 North America Risk & Compliance Management Market by Country
  - 10.1.2.2 North America Customer Experience Management Market by Country
  - 10.1.2.3 North America Fraud Detection & Anti-Money Laundering (AML) Market by Country
  - 10.1.2.4 North America Predictive Maintenance Market by Country
  - 10.1.2.5 North America Performance Management Market by Country
  - 10.1.2.6 North America Other Application Market by Country
- 10.1.3 North America Natural Language Generation Market by Solutions
  - 10.1.3.1 North America Software Market by Country
  - 10.1.3.2 North America Service Market by Country
- 10.1.4 North America Natural Language Generation Market by Deployment
  - 10.1.4.1 North America Cloud Market by Country
  - 10.1.4.2 North America On-premises Market by Country
- 10.1.5 North America Natural Language Generation Market by Vertical
  - 10.1.5.1 North America Banking, Financial Services & Insurance Market by Country
  - 10.1.5.2 North America Manufacturing Market by Country
  - 10.1.5.3 North America Retail & Ecommerce Market by Country
  - 10.1.5.4 North America Government & Defense Market by Country
  - 10.1.5.5 North America Telecom & IT Market by Country
  - 10.1.5.6 North America Healthcare & Lifesciences Market by Country
  - 10.1.5.7 North America Energy & Utilities Market by Country
  - 10.1.5.8 North America Media & Entertainment Market by Country
  - 10.1.5.9 North America Other Vertical Market by Country
- 10.1.6 North America Natural Language Generation Market by Country
  - 10.1.6.1 US Natural Language Generation Market
    - 10.1.6.1.1 US Natural Language Generation Market by Enterprise Size
    - 10.1.6.1.2 US Natural Language Generation Market by Application
    - 10.1.6.1.3 US Natural Language Generation Market by Solutions
    - 10.1.6.1.4 US Natural Language Generation Market by Deployment
    - 10.1.6.1.5 US Natural Language Generation Market by Vertical
  - 10.1.6.2 Canada Natural Language Generation Market
    - 10.1.6.2.1 Canada Natural Language Generation Market by Enterprise Size
    - 10.1.6.2.2 Canada Natural Language Generation Market by Application
    - 10.1.6.2.3 Canada Natural Language Generation Market by Solutions
    - 10.1.6.2.4 Canada Natural Language Generation Market by Deployment
    - 10.1.6.2.5 Canada Natural Language Generation Market by Vertical
  - 10.1.6.3 Mexico Natural Language Generation Market
    - 10.1.6.3.1 Mexico Natural Language Generation Market by Enterprise Size
    - 10.1.6.3.2 Mexico Natural Language Generation Market by Application
    - 10.1.6.3.3 Mexico Natural Language Generation Market by Solutions
    - 10.1.6.3.4 Mexico Natural Language Generation Market by Deployment
    - 10.1.6.3.5 Mexico Natural Language Generation Market by Vertical
  - 10.1.6.4 Rest of North America Natural Language Generation Market
    - 10.1.6.4.1 Rest of North America Natural Language Generation Market by Enterprise Size
    - 10.1.6.4.2 Rest of North America Natural Language Generation Market by Application
    - 10.1.6.4.3 Rest of North America Natural Language Generation Market by Solutions
    - 10.1.6.4.4 Rest of North America Natural Language Generation Market by Deployment
    - 10.1.6.4.5 Rest of North America Natural Language Generation Market by Vertical
10.2 Europe Natural Language Generation Market
- 10.2.1 Europe Natural Language Generation Market by Enterprise Size
  - 10.2.1.1 Europe Large Enterprise Market by Country
  - 10.2.1.2 Europe Small & Medium Enterprise (SME) Market by Country
- 10.2.2 Europe Natural Language Generation Market by Application
  - 10.2.2.1 Europe Risk & Compliance Management Market by Country
  - 10.2.2.2 Europe Customer Experience Management Market by Country
  - 10.2.2.3 Europe Fraud Detection & Anti-Money Laundering (AML) Market by Country
  - 10.2.2.4 Europe Predictive Maintenance Market by Country
  - 10.2.2.5 Europe Performance Management Market by Country
  - 10.2.2.6 Europe Other Application Market by Country
- 10.2.3 Europe Natural Language Generation Market by Solutions
  - 10.2.3.1 Europe Software Market by Country
  - 10.2.3.2 Europe Service Market by Country
- 10.2.4 Europe Natural Language Generation Market by Deployment
  - 10.2.4.1 Europe Cloud Market by Country
  - 10.2.4.2 Europe On-premises Market by Country
- 10.2.5 Europe Natural Language Generation Market by Vertical
  - 10.2.5.1 Europe Banking, Financial Services & Insurance Market by Country
  - 10.2.5.2 Europe Manufacturing Market by Country
  - 10.2.5.3 Europe Retail & Ecommerce Market by Country
  - 10.2.5.4 Europe Government & Defense Market by Country
  - 10.2.5.5 Europe Telecom & IT Market by Country
  - 10.2.5.6 Europe Healthcare & Lifesciences Market by Country
  - 10.2.5.7 Europe Energy & Utilities Market by Country
  - 10.2.5.8 Europe Media & Entertainment Market by Country
  - 10.2.5.9 Europe Other Vertical Market by Country
- 10.2.6 Europe Natural Language Generation Market by Country
  - 10.2.6.1 Germany Natural Language Generation Market
    - 10.2.6.1.1 Germany Natural Language Generation Market by Enterprise Size
    - 10.2.6.1.2 Germany Natural Language Generation Market by Application
    - 10.2.6.1.3 Germany Natural Language Generation Market by Solutions
    - 10.2.6.1.4 Germany Natural Language Generation Market by Deployment
    - 10.2.6.1.5 Germany Natural Language Generation Market by Vertical
  - 10.2.6.2 UK Natural Language Generation Market
    - 10.2.6.2.1 UK Natural Language Generation Market by Enterprise Size
    - 10.2.6.2.2 UK Natural Language Generation Market by Application
    - 10.2.6.2.3 UK Natural Language Generation Market by Solutions
    - 10.2.6.2.4 UK Natural Language Generation Market by Deployment
    - 10.2.6.2.5 UK Natural Language Generation Market by Vertical
  - 10.2.6.3 France Natural Language Generation Market
    - 10.2.6.3.1 France Natural Language Generation Market by Enterprise Size
    - 10.2.6.3.2 France Natural Language Generation Market by Application
    - 10.2.6.3.3 France Natural Language Generation Market by Solutions
    - 10.2.6.3.4 France Natural Language Generation Market by Deployment
    - 10.2.6.3.5 France Natural Language Generation Market by Vertical
  - 10.2.6.4 Russia Natural Language Generation Market
    - 10.2.6.4.1 Russia Natural Language Generation Market by Enterprise Size
    - 10.2.6.4.2 Russia Natural Language Generation Market by Application
    - 10.2.6.4.3 Russia Natural Language Generation Market by Solutions
    - 10.2.6.4.4 Russia Natural Language Generation Market by Deployment
    - 10.2.6.4.5 Russia Natural Language Generation Market by Vertical
  - 10.2.6.5 Spain Natural Language Generation Market
    - 10.2.6.5.1 Spain Natural Language Generation Market by Enterprise Size
    - 10.2.6.5.2 Spain Natural Language Generation Market by Application
    - 10.2.6.5.3 Spain Natural Language Generation Market by Solutions
    - 10.2.6.5.4 Spain Natural Language Generation Market by Deployment
    - 10.2.6.5.5 Spain Natural Language Generation Market by Vertical
  - 10.2.6.6 Italy Natural Language Generation Market
    - 10.2.6.6.1 Italy Natural Language Generation Market by Enterprise Size
    - 10.2.6.6.2 Italy Natural Language Generation Market by Application
    - 10.2.6.6.3 Italy Natural Language Generation Market by Solutions
    - 10.2.6.6.4 Italy Natural Language Generation Market by Deployment
    - 10.2.6.6.5 Italy Natural Language Generation Market by Vertical
  - 10.2.6.7 Rest of Europe Natural Language Generation Market
    - 10.2.6.7.1 Rest of Europe Natural Language Generation Market by Enterprise Size
    - 10.2.6.7.2 Rest of Europe Natural Language Generation Market by Application
    - 10.2.6.7.3 Rest of Europe Natural Language Generation Market by Solutions
    - 10.2.6.7.4 Rest of Europe Natural Language Generation Market by Deployment
    - 10.2.6.7.5 Rest of Europe Natural Language Generation Market by Vertical
10.3 Asia Pacific Natural Language Generation Market
- 10.3.1 Asia Pacific Natural Language Generation Market by Enterprise Size
  - 10.3.1.1 Asia Pacific Large Enterprise Market by Country
  - 10.3.1.2 Asia Pacific Small & Medium Enterprise (SME) Market by Country
- 10.3.2 Asia Pacific Natural Language Generation Market by Application
  - 10.3.2.1 Asia Pacific Risk & Compliance Management Market by Country
  - 10.3.2.2 Asia Pacific Customer Experience Management Market by Country
  - 10.3.2.3 Asia Pacific Fraud Detection & Anti-Money Laundering (AML) Market by Country
  - 10.3.2.4 Asia Pacific Predictive Maintenance Market by Country
  - 10.3.2.5 Asia Pacific Performance Management Market by Country
  - 10.3.2.6 Asia Pacific Other Application Market by Country
- 10.3.3 Asia Pacific Natural Language Generation Market by Solutions
  - 10.3.3.1 Asia Pacific Software Market by Country
  - 10.3.3.2 Asia Pacific Service Market by Country
- 10.3.4 Asia Pacific Natural Language Generation Market by Deployment
  - 10.3.4.1 Asia Pacific Cloud Market by Country
  - 10.3.4.2 Asia Pacific On-premises Market by Country
- 10.3.5 Asia Pacific Natural Language Generation Market by Vertical
  - 10.3.5.1 Asia Pacific Banking, Financial Services & Insurance Market by Country
  - 10.3.5.2 Asia Pacific Manufacturing Market by Country
  - 10.3.5.3 Asia Pacific Retail & Ecommerce Market by Country
  - 10.3.5.4 Asia Pacific Government & Defense Market by Country
  - 10.3.5.5 Asia Pacific Telecom & IT Market by Country
  - 10.3.5.6 Asia Pacific Healthcare & Lifesciences Market by Country
  - 10.3.5.7 Asia Pacific Energy & Utilities Market by Country
  - 10.3.5.8 Asia Pacific Media & Entertainment Market by Country
  - 10.3.5.9 Asia Pacific Other Vertical Market by Country
- 10.3.6 Asia Pacific Natural Language Generation Market by Country
  - 10.3.6.1 China Natural Language Generation Market
    - 10.3.6.1.1 China Natural Language Generation Market by Enterprise Size
    - 10.3.6.1.2 China Natural Language Generation Market by Application
    - 10.3.6.1.3 China Natural Language Generation Market by Solutions
    - 10.3.6.1.4 China Natural Language Generation Market by Deployment
    - 10.3.6.1.5 China Natural Language Generation Market by Vertical
  - 10.3.6.2 Japan Natural Language Generation Market
    - 10.3.6.2.1 Japan Natural Language Generation Market by Enterprise Size
    - 10.3.6.2.2 Japan Natural Language Generation Market by Application
    - 10.3.6.2.3 Japan Natural Language Generation Market by Solutions
    - 10.3.6.2.4 Japan Natural Language Generation Market by Deployment
    - 10.3.6.2.5 Japan Natural Language Generation Market by Vertical
  - 10.3.6.3 India Natural Language Generation Market
    - 10.3.6.3.1 India Natural Language Generation Market by Enterprise Size
    - 10.3.6.3.2 India Natural Language Generation Market by Application
    - 10.3.6.3.3 India Natural Language Generation Market by Solutions
    - 10.3.6.3.4 India Natural Language Generation Market by Deployment
    - 10.3.6.3.5 India Natural Language Generation Market by Vertical
  - 10.3.6.4 South Korea Natural Language Generation Market
    - 10.3.6.4.1 South Korea Natural Language Generation Market by Enterprise Size
    - 10.3.6.4.2 South Korea Natural Language Generation Market by Application
    - 10.3.6.4.3 South Korea Natural Language Generation Market by Solutions
    - 10.3.6.4.4 South Korea Natural Language Generation Market by Deployment
    - 10.3.6.4.5 South Korea Natural Language Generation Market by Vertical
  - 10.3.6.5 Australia Natural Language Generation Market
    - 10.3.6.5.1 Australia Natural Language Generation Market by Enterprise Size
    - 10.3.6.5.2 Australia Natural Language Generation Market by Application
    - 10.3.6.5.3 Australia Natural Language Generation Market by Solutions
    - 10.3.6.5.4 Australia Natural Language Generation Market by Deployment
    - 10.3.6.5.5 Australia Natural Language Generation Market by Vertical
  - 10.3.6.6 Malaysia Natural Language Generation Market
    - 10.3.6.6.1 Malaysia Natural Language Generation Market by Enterprise Size
    - 10.3.6.6.2 Malaysia Natural Language Generation Market by Application
    - 10.3.6.6.3 Malaysia Natural Language Generation Market by Solutions
    - 10.3.6.6.4 Malaysia Natural Language Generation Market by Deployment
    - 10.3.6.6.5 Malaysia Natural Language Generation Market by Vertical
  - 10.3.6.7 Rest of Asia Pacific Natural Language Generation Market
    - 10.3.6.7.1 Rest of Asia Pacific Natural Language Generation Market by Enterprise Size
    - 10.3.6.7.2 Rest of Asia Pacific Natural Language Generation Market by Application
    - 10.3.6.7.3 Rest of Asia Pacific Natural Language Generation Market by Solutions
    - 10.3.6.7.4 Rest of Asia Pacific Natural Language Generation Market by Deployment
    - 10.3.6.7.5 Rest of Asia Pacific Natural Language Generation Market by Vertical
10.4 LAMEA Natural Language Generation Market
- 10.4.1 LAMEA Natural Language Generation Market by Enterprise Size
  - 10.4.1.1 LAMEA Large Enterprise Market by Country
  - 10.4.1.2 LAMEA Small & Medium Enterprise (SME) Market by Country
- 10.4.2 LAMEA Natural Language Generation Market by Application
  - 10.4.2.1 LAMEA Risk & Compliance Management Market by Country
  - 10.4.2.2 LAMEA Customer Experience Management Market by Country
  - 10.4.2.3 LAMEA Fraud Detection & Anti-Money Laundering (AML) Market by Country
  - 10.4.2.4 LAMEA Predictive Maintenance Market by Country
  - 10.4.2.5 LAMEA Performance Management Market by Country
  - 10.4.2.6 LAMEA Other Application Market by Country
- 10.4.3 LAMEA Natural Language Generation Market by Solutions
  - 10.4.3.1 LAMEA Software Market by Country
  - 10.4.3.2 LAMEA Service Market by Country
- 10.4.4 LAMEA Natural Language Generation Market by Deployment
  - 10.4.4.1 LAMEA Cloud Market by Country
  - 10.4.4.2 LAMEA On-premises Market by Country
- 10.4.5 LAMEA Natural Language Generation Market by Vertical
  - 10.4.5.1 LAMEA Banking, Financial Services & Insurance Market by Country
  - 10.4.5.2 LAMEA Manufacturing Market by Country
  - 10.4.5.3 LAMEA Retail & Ecommerce Market by Country
  - 10.4.5.4 LAMEA Government & Defense Market by Country
  - 10.4.5.5 LAMEA Telecom & IT Market by Country
  - 10.4.5.6 LAMEA Healthcare & Lifesciences Market by Country
  - 10.4.5.7 LAMEA Energy & Utilities Market by Country
  - 10.4.5.8 LAMEA Media & Entertainment Market by Country
  - 10.4.5.9 LAMEA Other Vertical Market by Country
- 10.4.6 LAMEA Natural Language Generation Market by Country
  - 10.4.6.1 Brazil Natural Language Generation Market
    - 10.4.6.1.1 Brazil Natural Language Generation Market by Enterprise Size
    - 10.4.6.1.2 Brazil Natural Language Generation Market by Application
    - 10.4.6.1.3 Brazil Natural Language Generation Market by Solutions
    - 10.4.6.1.4 Brazil Natural Language Generation Market by Deployment
    - 10.4.6.1.5 Brazil Natural Language Generation Market by Vertical
  - 10.4.6.2 Argentina Natural Language Generation Market
    - 10.4.6.2.1 Argentina Natural Language Generation Market by Enterprise Size
    - 10.4.6.2.2 Argentina Natural Language Generation Market by Application
    - 10.4.6.2.3 Argentina Natural Language Generation Market by Solutions
    - 10.4.6.2.4 Argentina Natural Language Generation Market by Deployment
    - 10.4.6.2.5 Argentina Natural Language Generation Market by Vertical
  - 10.4.6.3 UAE Natural Language Generation Market
    - 10.4.6.3.1 UAE Natural Language Generation Market by Enterprise Size
    - 10.4.6.3.2 UAE Natural Language Generation Market by Application
    - 10.4.6.3.3 UAE Natural Language Generation Market by Solutions
    - 10.4.6.3.4 UAE Natural Language Generation Market by Deployment
    - 10.4.6.3.5 UAE Natural Language Generation Market by Vertical
  - 10.4.6.4 Saudi Arabia Natural Language Generation Market
    - 10.4.6.4.1 Saudi Arabia Natural Language Generation Market by Enterprise Size
    - 10.4.6.4.2 Saudi Arabia Natural Language Generation Market by Application
    - 10.4.6.4.3 Saudi Arabia Natural Language Generation Market by Solutions
    - 10.4.6.4.4 Saudi Arabia Natural Language Generation Market by Deployment
    - 10.4.6.4.5 Saudi Arabia Natural Language Generation Market by Vertical
  - 10.4.6.5 South Africa Natural Language Generation Market
    - 10.4.6.5.1 South Africa Natural Language Generation Market by Enterprise Size
    - 10.4.6.5.2 South Africa Natural Language Generation Market by Application
    - 10.4.6.5.3 South Africa Natural Language Generation Market by Solutions
    - 10.4.6.5.4 South Africa Natural Language Generation Market by Deployment
    - 10.4.6.5.5 South Africa Natural Language Generation Market by Vertical
  - 10.4.6.6 Nigeria Natural Language Generation Market
    - 10.4.6.6.1 Nigeria Natural Language Generation Market by Enterprise Size
    - 10.4.6.6.2 Nigeria Natural Language Generation Market by Application
    - 10.4.6.6.3 Nigeria Natural Language Generation Market by Solutions
    - 10.4.6.6.4 Nigeria Natural Language Generation Market by Deployment
    - 10.4.6.6.5 Nigeria Natural Language Generation Market by Vertical
  - 10.4.6.7 Rest of LAMEA Natural Language Generation Market
    - 10.4.6.7.1 Rest of LAMEA Natural Language Generation Market by Enterprise Size
    - 10.4.6.7.2 Rest of LAMEA Natural Language Generation Market by Application
    - 10.4.6.7.3 Rest of LAMEA Natural Language Generation Market by Solutions
    - 10.4.6.7.4 Rest of LAMEA Natural Language Generation Market by Deployment
    - 10.4.6.7.5 Rest of LAMEA Natural Language Generation Market by Vertical

Chapter 11. Company Profiles

11.1 IBM Corporation
- 11.1.1 Company Overview
- 11.1.2 Financial Analysis
- 11.1.3 Regional & Segmental Analysis
- 11.1.4 Research & Development Expenses
- 11.1.5 Recent strategies and developments:
  - 11.1.5.1 Product Launches and Product Expansions:
- 11.1.6 SWOT Analysis
11.2 Microsoft Corporation
- 11.2.1 Company Overview
- 11.2.2 Financial Analysis
- 11.2.3 Segmental and Regional Analysis
- 11.2.4 Research & Development Expenses
- 11.2.5 SWOT Analysis
11.3 Google LLC (Alphabet Inc.)
- 11.3.1 Company Overview
- 11.3.2 Financial Analysis
- 11.3.3 Segmental and Regional Analysis
- 11.3.4 Research & Development Expense
- 11.3.5 Recent strategies and developments:
  - 11.3.5.1 Product Launches and Product Expansions:
- 11.3.6 SWOT Analysis
11.4 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 11.4.1 Company Overview
- 11.4.2 Financial Analysis
- 11.4.3 Segmental Analysis
- 11.4.4 Recent strategies and developments:
  - 11.4.4.1 Partnerships, Collaborations, and Agreements:
  - 11.4.4.2 Product Launches and Product Expansions:
- 11.4.5 SWOT Analysis
11.5 SAS Institute, Inc.
- 11.5.1 Company Overview
- 11.5.2 Recent strategies and developments:
  - 11.5.2.1 Product Launches and Product Expansions:
- 11.5.3 SWOT Analysis
11.6 Salesforce, Inc.
- 11.6.1 Company Overview
- 11.6.2 Financial Analysis
- 11.6.3 Regional Analysis
- 11.6.4 Research & Development Expenses
- 11.6.5 Recent strategies and developments:
  - 11.6.5.1 Partnerships, Collaborations, and Agreements:
  - 11.6.5.2 Product Launches and Product Expansions:
- 11.6.6 SWOT Analysis
11.7 Arria NLG Limited
- 11.7.1 Company Overview
- 11.7.2 Recent strategies and developments:
  - 11.7.2.1 Product Launches and Product Expansions:
  - 11.7.2.2 Acquisition and Mergers:
- 11.7.3 SWOT Analysis
11.8 vPhrase
- 11.8.1 Company Overview
- 11.8.2 SWOT Analysis
11.9 Retresco GmbH
- 11.9.1 Company Overview
- 11.9.2 SWOT Analysis
11.10. Yseop
- 11.10.1 Company Overview
- 11.10.2 Recent strategies and developments:
  - 11.10.2.1 Product Launches and Product Expansions:
- 11.10.3 SWOT Analysis

Chapter 12. Winning Imperatives for Natural Language Generation Market

簡介目錄圖表

LIST OF TABLES

TABLE 1 Global Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 2 Global Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- Natural Language Generation Market
TABLE 4 Product Launches And Product Expansions- Natural Language Generation Market
TABLE 5 Acquisition and Mergers- Natural Language Generation Market
TABLE 6 Global Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 7 Global Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 8 Global Large Enterprise Market by Region, 2020 - 2023, USD Million
TABLE 9 Global Large Enterprise Market by Region, 2024 - 2031, USD Million
TABLE 10 Global Small & Medium Enterprise (SME) Market by Region, 2020 - 2023, USD Million
TABLE 11 Global Small & Medium Enterprise (SME) Market by Region, 2024 - 2031, USD Million
TABLE 12 Global Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 13 Global Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 14 Global Risk & Compliance Management Market by Region, 2020 - 2023, USD Million
TABLE 15 Global Risk & Compliance Management Market by Region, 2024 - 2031, USD Million
TABLE 16 Global Customer Experience Management Market by Region, 2020 - 2023, USD Million
TABLE 17 Global Customer Experience Management Market by Region, 2024 - 2031, USD Million
TABLE 18 Global Fraud Detection & Anti-Money Laundering (AML) Market by Region, 2020 - 2023, USD Million
TABLE 19 Global Fraud Detection & Anti-Money Laundering (AML) Market by Region, 2024 - 2031, USD Million
TABLE 20 Global Predictive Maintenance Market by Region, 2020 - 2023, USD Million
TABLE 21 Global Predictive Maintenance Market by Region, 2024 - 2031, USD Million
TABLE 22 Global Performance Management Market by Region, 2020 - 2023, USD Million
TABLE 23 Global Performance Management Market by Region, 2024 - 2031, USD Million
TABLE 24 Global Other Application Market by Region, 2020 - 2023, USD Million
TABLE 25 Global Other Application Market by Region, 2024 - 2031, USD Million
TABLE 26 Global Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 27 Global Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 28 Global Software Market by Region, 2020 - 2023, USD Million
TABLE 29 Global Software Market by Region, 2024 - 2031, USD Million
TABLE 30 Global Service Market by Region, 2020 - 2023, USD Million
TABLE 31 Global Service Market by Region, 2024 - 2031, USD Million
TABLE 32 Global Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 33 Global Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 34 Global Cloud Market by Region, 2020 - 2023, USD Million
TABLE 35 Global Cloud Market by Region, 2024 - 2031, USD Million
TABLE 36 Global On-premises Market by Region, 2020 - 2023, USD Million
TABLE 37 Global On-premises Market by Region, 2024 - 2031, USD Million
TABLE 38 Global Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 39 Global Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 40 Global Banking, Financial Services & Insurance Market by Region, 2020 - 2023, USD Million
TABLE 41 Global Banking, Financial Services & Insurance Market by Region, 2024 - 2031, USD Million
TABLE 42 Global Manufacturing Market by Region, 2020 - 2023, USD Million
TABLE 43 Global Manufacturing Market by Region, 2024 - 2031, USD Million
TABLE 44 Global Retail & Ecommerce Market by Region, 2020 - 2023, USD Million
TABLE 45 Global Retail & Ecommerce Market by Region, 2024 - 2031, USD Million
TABLE 46 Global Government & Defense Market by Region, 2020 - 2023, USD Million
TABLE 47 Global Government & Defense Market by Region, 2024 - 2031, USD Million
TABLE 48 Global Telecom & IT Market by Region, 2020 - 2023, USD Million
TABLE 49 Global Telecom & IT Market by Region, 2024 - 2031, USD Million
TABLE 50 Global Healthcare & Lifesciences Market by Region, 2020 - 2023, USD Million
TABLE 51 Global Healthcare & Lifesciences Market by Region, 2024 - 2031, USD Million
TABLE 52 Global Energy & Utilities Market by Region, 2020 - 2023, USD Million
TABLE 53 Global Energy & Utilities Market by Region, 2024 - 2031, USD Million
TABLE 54 Global Media & Entertainment Market by Region, 2020 - 2023, USD Million
TABLE 55 Global Media & Entertainment Market by Region, 2024 - 2031, USD Million
TABLE 56 Global Other Vertical Market by Region, 2020 - 2023, USD Million
TABLE 57 Global Other Vertical Market by Region, 2024 - 2031, USD Million
TABLE 58 Global Natural Language Generation Market by Region, 2020 - 2023, USD Million
TABLE 59 Global Natural Language Generation Market by Region, 2024 - 2031, USD Million
TABLE 60 North America Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 61 North America Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 62 North America Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 63 North America Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 64 North America Large Enterprise Market by Region, 2020 - 2023, USD Million
TABLE 65 North America Large Enterprise Market by Region, 2024 - 2031, USD Million
TABLE 66 North America Small & Medium Enterprise (SME) Market by Region, 2020 - 2023, USD Million
TABLE 67 North America Small & Medium Enterprise (SME) Market by Region, 2024 - 2031, USD Million
TABLE 68 North America Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 69 North America Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 70 North America Risk & Compliance Management Market by Country, 2020 - 2023, USD Million
TABLE 71 North America Risk & Compliance Management Market by Country, 2024 - 2031, USD Million
TABLE 72 North America Customer Experience Management Market by Country, 2020 - 2023, USD Million
TABLE 73 North America Customer Experience Management Market by Country, 2024 - 2031, USD Million
TABLE 74 North America Fraud Detection & Anti-Money Laundering (AML) Market by Country, 2020 - 2023, USD Million
TABLE 75 North America Fraud Detection & Anti-Money Laundering (AML) Market by Country, 2024 - 2031, USD Million
TABLE 76 North America Predictive Maintenance Market by Country, 2020 - 2023, USD Million
TABLE 77 North America Predictive Maintenance Market by Country, 2024 - 2031, USD Million
TABLE 78 North America Performance Management Market by Country, 2020 - 2023, USD Million
TABLE 79 North America Performance Management Market by Country, 2024 - 2031, USD Million
TABLE 80 North America Other Application Market by Country, 2020 - 2023, USD Million
TABLE 81 North America Other Application Market by Country, 2024 - 2031, USD Million
TABLE 82 North America Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 83 North America Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 84 North America Software Market by Country, 2020 - 2023, USD Million
TABLE 85 North America Software Market by Country, 2024 - 2031, USD Million
TABLE 86 North America Service Market by Country, 2020 - 2023, USD Million
TABLE 87 North America Service Market by Country, 2024 - 2031, USD Million
TABLE 88 North America Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 89 North America Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 90 North America Cloud Market by Country, 2020 - 2023, USD Million
TABLE 91 North America Cloud Market by Country, 2024 - 2031, USD Million
TABLE 92 North America On-premises Market by Country, 2020 - 2023, USD Million
TABLE 93 North America On-premises Market by Country, 2024 - 2031, USD Million
TABLE 94 North America Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 95 North America Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 96 North America Banking, Financial Services & Insurance Market by Country, 2020 - 2023, USD Million
TABLE 97 North America Banking, Financial Services & Insurance Market by Country, 2024 - 2031, USD Million
TABLE 98 North America Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 99 North America Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 100 North America Retail & Ecommerce Market by Country, 2020 - 2023, USD Million
TABLE 101 North America Retail & Ecommerce Market by Country, 2024 - 2031, USD Million
TABLE 102 North America Government & Defense Market by Country, 2020 - 2023, USD Million
TABLE 103 North America Government & Defense Market by Country, 2024 - 2031, USD Million
TABLE 104 North America Telecom & IT Market by Country, 2020 - 2023, USD Million
TABLE 105 North America Telecom & IT Market by Country, 2024 - 2031, USD Million
TABLE 106 North America Healthcare & Lifesciences Market by Country, 2020 - 2023, USD Million
TABLE 107 North America Healthcare & Lifesciences Market by Country, 2024 - 2031, USD Million
TABLE 108 North America Energy & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 109 North America Energy & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 110 North America Media & Entertainment Market by Country, 2020 - 2023, USD Million
TABLE 111 North America Media & Entertainment Market by Country, 2024 - 2031, USD Million
TABLE 112 North America Other Vertical Market by Country, 2020 - 2023, USD Million
TABLE 113 North America Other Vertical Market by Country, 2024 - 2031, USD Million
TABLE 114 North America Natural Language Generation Market by Country, 2020 - 2023, USD Million
TABLE 115 North America Natural Language Generation Market by Country, 2024 - 2031, USD Million
TABLE 116 US Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 117 US Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 118 US Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 119 US Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 120 US Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 121 US Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 122 US Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 123 US Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 124 US Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 125 US Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 126 US Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 127 US Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 128 Canada Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 129 Canada Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 130 Canada Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 131 Canada Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 132 Canada Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 133 Canada Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 134 Canada Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 135 Canada Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 136 Canada Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 137 Canada Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 138 Canada Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 139 Canada Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 140 Mexico Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 141 Mexico Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 142 Mexico Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 143 Mexico Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 144 Mexico Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 145 Mexico Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 146 Mexico Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 147 Mexico Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 148 Mexico Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 149 Mexico Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 150 Mexico Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 151 Mexico Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 152 Rest of North America Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 153 Rest of North America Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 154 Rest of North America Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 155 Rest of North America Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 156 Rest of North America Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 157 Rest of North America Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 158 Rest of North America Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 159 Rest of North America Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 160 Rest of North America Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 161 Rest of North America Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 162 Rest of North America Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 163 Rest of North America Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 164 Europe Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 165 Europe Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 166 Europe Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 167 Europe Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 168 Europe Large Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 169 Europe Large Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 170 Europe Small & Medium Enterprise (SME) Market by Country, 2020 - 2023, USD Million
TABLE 171 Europe Small & Medium Enterprise (SME) Market by Country, 2024 - 2031, USD Million
TABLE 172 Europe Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 173 Europe Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 174 Europe Risk & Compliance Management Market by Country, 2020 - 2023, USD Million
TABLE 175 Europe Risk & Compliance Management Market by Country, 2024 - 2031, USD Million
TABLE 176 Europe Customer Experience Management Market by Country, 2020 - 2023, USD Million
TABLE 177 Europe Customer Experience Management Market by Country, 2024 - 2031, USD Million
TABLE 178 Europe Fraud Detection & Anti-Money Laundering (AML) Market by Country, 2020 - 2023, USD Million
TABLE 179 Europe Fraud Detection & Anti-Money Laundering (AML) Market by Country, 2024 - 2031, USD Million
TABLE 180 Europe Predictive Maintenance Market by Country, 2020 - 2023, USD Million
TABLE 181 Europe Predictive Maintenance Market by Country, 2024 - 2031, USD Million
TABLE 182 Europe Performance Management Market by Country, 2020 - 2023, USD Million
TABLE 183 Europe Performance Management Market by Country, 2024 - 2031, USD Million
TABLE 184 Europe Other Application Market by Country, 2020 - 2023, USD Million
TABLE 185 Europe Other Application Market by Country, 2024 - 2031, USD Million
TABLE 186 Europe Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 187 Europe Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 188 Europe Software Market by Country, 2020 - 2023, USD Million
TABLE 189 Europe Software Market by Country, 2024 - 2031, USD Million
TABLE 190 Europe Service Market by Country, 2020 - 2023, USD Million
TABLE 191 Europe Service Market by Country, 2024 - 2031, USD Million
TABLE 192 Europe Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 193 Europe Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 194 Europe Cloud Market by Country, 2020 - 2023, USD Million
TABLE 195 Europe Cloud Market by Country, 2024 - 2031, USD Million
TABLE 196 Europe On-premises Market by Country, 2020 - 2023, USD Million
TABLE 197 Europe On-premises Market by Country, 2024 - 2031, USD Million
TABLE 198 Europe Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 199 Europe Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 200 Europe Banking, Financial Services & Insurance Market by Country, 2020 - 2023, USD Million
TABLE 201 Europe Banking, Financial Services & Insurance Market by Country, 2024 - 2031, USD Million
TABLE 202 Europe Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 203 Europe Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 204 Europe Retail & Ecommerce Market by Country, 2020 - 2023, USD Million
TABLE 205 Europe Retail & Ecommerce Market by Country, 2024 - 2031, USD Million
TABLE 206 Europe Government & Defense Market by Country, 2020 - 2023, USD Million
TABLE 207 Europe Government & Defense Market by Country, 2024 - 2031, USD Million
TABLE 208 Europe Telecom & IT Market by Country, 2020 - 2023, USD Million
TABLE 209 Europe Telecom & IT Market by Country, 2024 - 2031, USD Million
TABLE 210 Europe Healthcare & Lifesciences Market by Country, 2020 - 2023, USD Million
TABLE 211 Europe Healthcare & Lifesciences Market by Country, 2024 - 2031, USD Million
TABLE 212 Europe Energy & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 213 Europe Energy & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 214 Europe Media & Entertainment Market by Country, 2020 - 2023, USD Million
TABLE 215 Europe Media & Entertainment Market by Country, 2024 - 2031, USD Million
TABLE 216 Europe Other Vertical Market by Country, 2020 - 2023, USD Million
TABLE 217 Europe Other Vertical Market by Country, 2024 - 2031, USD Million
TABLE 218 Europe Natural Language Generation Market by Country, 2020 - 2023, USD Million
TABLE 219 Europe Natural Language Generation Market by Country, 2024 - 2031, USD Million
TABLE 220 Germany Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 221 Germany Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 222 Germany Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 223 Germany Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 224 Germany Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 225 Germany Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 226 Germany Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 227 Germany Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 228 Germany Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 229 Germany Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 230 Germany Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 231 Germany Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 232 UK Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 233 UK Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 234 UK Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 235 UK Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 236 UK Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 237 UK Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 238 UK Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 239 UK Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 240 UK Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 241 UK Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 242 UK Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 243 UK Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 244 France Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 245 France Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 246 France Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 247 France Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 248 France Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 249 France Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 250 France Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 251 France Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 252 France Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 253 France Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 254 France Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 255 France Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 256 Russia Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 257 Russia Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 258 Russia Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 259 Russia Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 260 Russia Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 261 Russia Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 262 Russia Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 263 Russia Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 264 Russia Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 265 Russia Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 266 Russia Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 267 Russia Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 268 Spain Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 269 Spain Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 270 Spain Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 271 Spain Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 272 Spain Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 273 Spain Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 274 Spain Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 275 Spain Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 276 Spain Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 277 Spain Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 278 Spain Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 279 Spain Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 280 Italy Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 281 Italy Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 282 Italy Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 283 Italy Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 284 Italy Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 285 Italy Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 286 Italy Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 287 Italy Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 288 Italy Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 289 Italy Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 290 Italy Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 291 Italy Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 292 Rest of Europe Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 293 Rest of Europe Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 294 Rest of Europe Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 295 Rest of Europe Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 296 Rest of Europe Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 297 Rest of Europe Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 298 Rest of Europe Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 299 Rest of Europe Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 300 Rest of Europe Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 301 Rest of Europe Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 302 Rest of Europe Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 303 Rest of Europe Natural Language Generation Market by Vertical, 2024 - 2031, USD Million

TABLE 304 Asia Pacific Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 305 Asia Pacific Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 306 Asia Pacific Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 307 Asia Pacific Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 308 Asia Pacific Large Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 309 Asia Pacific Large Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 310 Asia Pacific Small & Medium Enterprise (SME) Market by Country, 2020 - 2023, USD Million
TABLE 311 Asia Pacific Small & Medium Enterprise (SME) Market by Country, 2024 - 2031, USD Million
TABLE 312 Asia Pacific Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 313 Asia Pacific Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 314 Asia Pacific Risk & Compliance Management Market by Country, 2020 - 2023, USD Million
TABLE 315 Asia Pacific Risk & Compliance Management Market by Country, 2024 - 2031, USD Million
TABLE 316 Asia Pacific Customer Experience Management Market by Country, 2020 - 2023, USD Million
TABLE 317 Asia Pacific Customer Experience Management Market by Country, 2024 - 2031, USD Million
TABLE 318 Asia Pacific Fraud Detection & Anti-Money Laundering (AML) Market by Country, 2020 - 2023, USD Million
TABLE 319 Asia Pacific Fraud Detection & Anti-Money Laundering (AML) Market by Country, 2024 - 2031, USD Million
TABLE 320 Asia Pacific Predictive Maintenance Market by Country, 2020 - 2023, USD Million
TABLE 321 Asia Pacific Predictive Maintenance Market by Country, 2024 - 2031, USD Million
TABLE 322 Asia Pacific Performance Management Market by Country, 2020 - 2023, USD Million
TABLE 323 Asia Pacific Performance Management Market by Country, 2024 - 2031, USD Million
TABLE 324 Asia Pacific Other Application Market by Country, 2020 - 2023, USD Million
TABLE 325 Asia Pacific Other Application Market by Country, 2024 - 2031, USD Million
TABLE 326 Asia Pacific Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 327 Asia Pacific Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 328 Asia Pacific Software Market by Country, 2020 - 2023, USD Million
TABLE 329 Asia Pacific Software Market by Country, 2024 - 2031, USD Million
TABLE 330 Asia Pacific Service Market by Country, 2020 - 2023, USD Million
TABLE 331 Asia Pacific Service Market by Country, 2024 - 2031, USD Million
TABLE 332 Asia Pacific Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 333 Asia Pacific Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 334 Asia Pacific Cloud Market by Country, 2020 - 2023, USD Million
TABLE 335 Asia Pacific Cloud Market by Country, 2024 - 2031, USD Million
TABLE 336 Asia Pacific On-premises Market by Country, 2020 - 2023, USD Million
TABLE 337 Asia Pacific On-premises Market by Country, 2024 - 2031, USD Million
TABLE 338 Asia Pacific Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 339 Asia Pacific Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 340 Asia Pacific Banking, Financial Services & Insurance Market by Country, 2020 - 2023, USD Million
TABLE 341 Asia Pacific Banking, Financial Services & Insurance Market by Country, 2024 - 2031, USD Million
TABLE 342 Asia Pacific Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 343 Asia Pacific Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 344 Asia Pacific Retail & Ecommerce Market by Country, 2020 - 2023, USD Million
TABLE 345 Asia Pacific Retail & Ecommerce Market by Country, 2024 - 2031, USD Million
TABLE 346 Asia Pacific Government & Defense Market by Country, 2020 - 2023, USD Million
TABLE 347 Asia Pacific Government & Defense Market by Country, 2024 - 2031, USD Million
TABLE 348 Asia Pacific Telecom & IT Market by Country, 2020 - 2023, USD Million
TABLE 349 Asia Pacific Telecom & IT Market by Country, 2024 - 2031, USD Million
TABLE 350 Asia Pacific Healthcare & Lifesciences Market by Country, 2020 - 2023, USD Million
TABLE 351 Asia Pacific Healthcare & Lifesciences Market by Country, 2024 - 2031, USD Million
TABLE 352 Asia Pacific Energy & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 353 Asia Pacific Energy & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 354 Asia Pacific Media & Entertainment Market by Country, 2020 - 2023, USD Million
TABLE 355 Asia Pacific Media & Entertainment Market by Country, 2024 - 2031, USD Million
TABLE 356 Asia Pacific Other Vertical Market by Country, 2020 - 2023, USD Million
TABLE 357 Asia Pacific Other Vertical Market by Country, 2024 - 2031, USD Million
TABLE 358 Asia Pacific Natural Language Generation Market by Country, 2020 - 2023, USD Million
TABLE 359 Asia Pacific Natural Language Generation Market by Country, 2024 - 2031, USD Million
TABLE 360 China Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 361 China Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 362 China Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 363 China Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 364 China Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 365 China Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 366 China Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 367 China Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 368 China Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 369 China Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 370 China Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 371 China Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 372 Japan Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 373 Japan Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 374 Japan Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 375 Japan Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 376 Japan Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 377 Japan Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 378 Japan Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 379 Japan Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 380 Japan Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 381 Japan Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 382 Japan Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 383 Japan Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 384 India Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 385 India Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 386 India Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 387 India Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 388 India Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 389 India Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 390 India Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 391 India Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 392 India Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 393 India Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 394 India Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 395 India Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 396 South Korea Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 397 South Korea Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 398 South Korea Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 399 South Korea Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 400 South Korea Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 401 South Korea Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 402 South Korea Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 403 South Korea Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 404 South Korea Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 405 South Korea Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 406 South Korea Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 407 South Korea Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 408 Australia Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 409 Australia Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 410 Australia Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 411 Australia Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 412 Australia Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 413 Australia Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 414 Australia Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 415 Australia Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 416 Australia Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 417 Australia Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 418 Australia Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 419 Australia Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 420 Malaysia Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 421 Malaysia Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 422 Malaysia Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 423 Malaysia Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 424 Malaysia Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 425 Malaysia Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 426 Malaysia Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 427 Malaysia Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 428 Malaysia Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 429 Malaysia Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 430 Malaysia Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 431 Malaysia Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 432 Rest of Asia Pacific Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 433 Rest of Asia Pacific Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 434 Rest of Asia Pacific Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 435 Rest of Asia Pacific Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 436 Rest of Asia Pacific Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 437 Rest of Asia Pacific Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 438 Rest of Asia Pacific Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 439 Rest of Asia Pacific Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 440 Rest of Asia Pacific Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 441 Rest of Asia Pacific Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 442 Rest of Asia Pacific Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 443 Rest of Asia Pacific Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 444 LAMEA Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 445 LAMEA Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 446 LAMEA Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 447 LAMEA Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 448 LAMEA Large Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 449 LAMEA Large Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 450 LAMEA Small & Medium Enterprise (SME) Market by Country, 2020 - 2023, USD Million
TABLE 451 LAMEA Small & Medium Enterprise (SME) Market by Country, 2024 - 2031, USD Million
TABLE 452 LAMEA Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 453 LAMEA Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 454 LAMEA Risk & Compliance Management Market by Country, 2020 - 2023, USD Million
TABLE 455 LAMEA Risk & Compliance Management Market by Country, 2024 - 2031, USD Million
TABLE 456 LAMEA Customer Experience Management Market by Country, 2020 - 2023, USD Million
TABLE 457 LAMEA Customer Experience Management Market by Country, 2024 - 2031, USD Million
TABLE 458 LAMEA Fraud Detection & Anti-Money Laundering (AML) Market by Country, 2020 - 2023, USD Million
TABLE 459 LAMEA Fraud Detection & Anti-Money Laundering (AML) Market by Country, 2024 - 2031, USD Million
TABLE 460 LAMEA Predictive Maintenance Market by Country, 2020 - 2023, USD Million
TABLE 461 LAMEA Predictive Maintenance Market by Country, 2024 - 2031, USD Million
TABLE 462 LAMEA Performance Management Market by Country, 2020 - 2023, USD Million
TABLE 463 LAMEA Performance Management Market by Country, 2024 - 2031, USD Million
TABLE 464 LAMEA Other Application Market by Country, 2020 - 2023, USD Million
TABLE 465 LAMEA Other Application Market by Country, 2024 - 2031, USD Million
TABLE 466 LAMEA Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 467 LAMEA Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 468 LAMEA Software Market by Country, 2020 - 2023, USD Million
TABLE 469 LAMEA Software Market by Country, 2024 - 2031, USD Million
TABLE 470 LAMEA Service Market by Country, 2020 - 2023, USD Million
TABLE 471 LAMEA Service Market by Country, 2024 - 2031, USD Million
TABLE 472 LAMEA Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 473 LAMEA Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 474 LAMEA Cloud Market by Country, 2020 - 2023, USD Million
TABLE 475 LAMEA Cloud Market by Country, 2024 - 2031, USD Million
TABLE 476 LAMEA On-premises Market by Country, 2020 - 2023, USD Million
TABLE 477 LAMEA On-premises Market by Country, 2024 - 2031, USD Million
TABLE 478 LAMEA Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 479 LAMEA Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 480 LAMEA Banking, Financial Services & Insurance Market by Country, 2020 - 2023, USD Million
TABLE 481 LAMEA Banking, Financial Services & Insurance Market by Country, 2024 - 2031, USD Million
TABLE 482 LAMEA Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 483 LAMEA Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 484 LAMEA Retail & Ecommerce Market by Country, 2020 - 2023, USD Million
TABLE 485 LAMEA Retail & Ecommerce Market by Country, 2024 - 2031, USD Million
TABLE 486 LAMEA Government & Defense Market by Country, 2020 - 2023, USD Million
TABLE 487 LAMEA Government & Defense Market by Country, 2024 - 2031, USD Million
TABLE 488 LAMEA Telecom & IT Market by Country, 2020 - 2023, USD Million
TABLE 489 LAMEA Telecom & IT Market by Country, 2024 - 2031, USD Million
TABLE 490 LAMEA Healthcare & Lifesciences Market by Country, 2020 - 2023, USD Million
TABLE 491 LAMEA Healthcare & Lifesciences Market by Country, 2024 - 2031, USD Million
TABLE 492 LAMEA Energy & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 493 LAMEA Energy & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 494 LAMEA Media & Entertainment Market by Country, 2020 - 2023, USD Million
TABLE 495 LAMEA Media & Entertainment Market by Country, 2024 - 2031, USD Million
TABLE 496 LAMEA Other Vertical Market by Country, 2020 - 2023, USD Million
TABLE 497 LAMEA Other Vertical Market by Country, 2024 - 2031, USD Million
TABLE 498 LAMEA Natural Language Generation Market by Country, 2020 - 2023, USD Million
TABLE 499 LAMEA Natural Language Generation Market by Country, 2024 - 2031, USD Million
TABLE 500 Brazil Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 501 Brazil Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 502 Brazil Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 503 Brazil Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 504 Brazil Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 505 Brazil Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 506 Brazil Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 507 Brazil Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 508 Brazil Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 509 Brazil Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 510 Brazil Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 511 Brazil Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 512 Argentina Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 513 Argentina Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 514 Argentina Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 515 Argentina Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 516 Argentina Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 517 Argentina Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 518 Argentina Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 519 Argentina Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 520 Argentina Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 521 Argentina Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 522 Argentina Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 523 Argentina Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 524 UAE Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 525 UAE Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 526 UAE Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 527 UAE Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 528 UAE Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 529 UAE Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 530 UAE Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 531 UAE Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 532 UAE Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 533 UAE Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 534 UAE Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 535 UAE Natural Language Generation Market by Vertical, 2024 - 2031, USD Million

TABLE 536 Saudi Arabia Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 537 Saudi Arabia Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 538 Saudi Arabia Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 539 Saudi Arabia Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 540 Saudi Arabia Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 541 Saudi Arabia Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 542 Saudi Arabia Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 543 Saudi Arabia Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 544 Saudi Arabia Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 545 Saudi Arabia Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 546 Saudi Arabia Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 547 Saudi Arabia Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 548 South Africa Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 549 South Africa Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 550 South Africa Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 551 South Africa Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 552 South Africa Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 553 South Africa Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 554 South Africa Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 555 South Africa Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 556 South Africa Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 557 South Africa Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 558 South Africa Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 559 South Africa Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 560 Nigeria Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 561 Nigeria Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 562 Nigeria Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 563 Nigeria Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 564 Nigeria Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 565 Nigeria Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 566 Nigeria Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 567 Nigeria Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 568 Nigeria Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 569 Nigeria Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 570 Nigeria Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 571 Nigeria Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 572 Rest of LAMEA Natural Language Generation Market, 2020 - 2023, USD Million
TABLE 573 Rest of LAMEA Natural Language Generation Market, 2024 - 2031, USD Million
TABLE 574 Rest of LAMEA Natural Language Generation Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 575 Rest of LAMEA Natural Language Generation Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 576 Rest of LAMEA Natural Language Generation Market by Application, 2020 - 2023, USD Million
TABLE 577 Rest of LAMEA Natural Language Generation Market by Application, 2024 - 2031, USD Million
TABLE 578 Rest of LAMEA Natural Language Generation Market by Solutions, 2020 - 2023, USD Million
TABLE 579 Rest of LAMEA Natural Language Generation Market by Solutions, 2024 - 2031, USD Million
TABLE 580 Rest of LAMEA Natural Language Generation Market by Deployment, 2020 - 2023, USD Million
TABLE 581 Rest of LAMEA Natural Language Generation Market by Deployment, 2024 - 2031, USD Million
TABLE 582 Rest of LAMEA Natural Language Generation Market by Vertical, 2020 - 2023, USD Million
TABLE 583 Rest of LAMEA Natural Language Generation Market by Vertical, 2024 - 2031, USD Million
TABLE 584 Key Information - IBM Corporation
TABLE 585 Key Information - Microsoft Corporation
TABLE 586 Key Information - Google LLC
TABLE 587 Key Information - Amazon Web Services, Inc.
TABLE 588 Key Information - SAS Institute, Inc.
TABLE 589 Key Information - Salesforce, Inc.
TABLE 590 Key Information - Arria NLG Limited
TABLE 591 Key Information - vPhrase
TABLE 592 Key Information - Retresco GmbH
TABLE 593 Key Information - Yseop