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
Unique Offerings 