Report Content
Chapter 1 Methodology & Scope
1.1 Research design
1.1.1 Research approach
1.1.2 Data collection methods
1.2 Base estimates & calculations
1.2.1 Base year calculation
1.2.2 Key trends for market estimation
1.3 Forecast model
1.4 Primary research and validation
1.4.1 Primary sources
1.4.2 Data mining sources
1.5 Market scope & definition
Chapter 2 Executive Summary
2.1 Industry 3600 synopsis, 2021 - 2032
Chapter 3 Industry Insights
3.1 Industry ecosystem analysis
3.2 Supplier landscape
3.2.1 Software providers
3.2.2 Service providers
3.2.3 Distribution channel
3.2.4 End users
3.3 Profit margin analysis
3.4 Technology & innovation landscape
3.5 Patent analysis
3.6 Case study
3.7 Comparative analysis of NLP, NLU, and NLG
3.8 Regulatory landscape
3.9 Impact forces
3.9.1 Growth drivers
3.9.1.1 Increasing adoption of AI-powered solutions
3.9.1.2 Growing demand for enhanced customer experience
3.9.1.3 Rising need for efficient data analysis
3.9.1.4 Advancements in machine learning and large language models
3.9.2 Industry pitfalls & challenges
3.9.2.1 Data privacy and security concerns
3.9.2.2 Lack of skilled professionals in NLU technologies
3.10 Growth potential analysis
3.11 Porter’s analysis
3.12 PESTEL analysis
Chapter 4 Competitive Landscape, 2023
4.1 Introduction
4.2 Company market share analysis
4.3 Competitive positioning matrix
4.4 Strategic outlook matrix
Chapter 5 Market Estimates & Forecast, By Component, 2021 - 2032 ($Bn)
5.1 Key trends
5.2 Solution
5.2.1 Software
5.2.2 Platform
5.3 Service
5.3.1 Consulting services
5.3.2 Implementation & integration
5.3.3 Training & support
Chapter 6 Market Estimates & Forecast, By Deployment Mode, 2021 - 2032 ($Bn)
6.1 Key trends
6.2 Cloud-based
6.3 On-premises
Chapter 7 Market Estimates & Forecast, By Organization Size, 2021 - 2032 ($Bn)
7.1 Key trends
7.2 SME
7.3 Large enterprise
Chapter 8 Market Estimates & Forecast, By Technology, 2021 - 2032 ($Bn)
8.1 Key trends
8.2 Statistical
8.3 Rule-based
8.4 Hybrid
Chapter 9 Market Estimates & Forecast, By Application, 2021 - 2032 ($Bn)
9.1 Key trends
9.2 Virtual assistants
9.3 Customer experience management
9.4 Sentiment analysis
9.5 Information extraction
9.6 Question answering systems
9.7 Others
Chapter 10 Market Estimates & Forecast, By End Use, 2021 - 2032 ($Bn)
10.1 Key trends
10.2 BFSI
10.3 Healthcare
10.4 Retail & e-commerce
10.5 Telecommunications
10.6 IT & telecom
10.7 Automotive
10.8 Government
10.9 Others
Chapter 11 Market Estimates & Forecast, By Region, 2021 - 2032 ($Bn)
11.1 Key trends
11.2 North America
11.2.1 U.S.
11.2.2 Canada
11.3 Europe
11.3.1 UK
11.3.2 Germany
11.3.3 France
11.3.4 Italy
11.3.5 Spain
11.3.6 Russia
11.3.7 Nordics
11.4 Asia Pacific
11.4.1 China
11.4.2 India
11.4.3 Japan
11.4.4 Australia
11.4.5 South Korea
11.4.6 Southeast Asia
11.5 Latin America
11.5.1 Brazil
11.5.2 Mexico
11.5.3 Argentina
11.6 MEA
11.6.1 UAE
11.6.2 South Africa
11.6.3 Saudi Arabia
Chapter 12 Company Profiles
12.1 Alibaba Cloud
12.2 Amazon Web Services
12.3 Apple
12.4 Baidu
12.5 Cerebras Systems
12.6 Cloudera
12.7 Cognitivescale
12.8 Google
12.9 Hugging Face
12.10 IBM
12.11 Infosys Limited
12.12 Meta Platforms (Facebook)
12.13 Microsoft Azure
12.14 Nuance Communications
12.15 OpenAI
12.16 Oracle
12.17 Salesforce
12.18 SAP SE
12.19 SAS Institute
12.20 Tata Consultancy Services
