Report Content
Chapter 1 Scope & Methodology
1.1 Market scope & definition
1.2 Base estimates & calculations
1.3 Forecast parameters
1.4 Data sources
1.4.1 Primary
1.4.2 Secondary
1.4.2.1 Paid sources
1.4.2.2 Public sources
Chapter 2 Executive Summary
2.1 Industry 360º synopsis, 2024 - 2032
2.2 Business trends
2.2.1 Total Addressable Market (TAM), 2024-2032
Chapter 3 Industry Insights
3.1 Industry ecosystem analysis
3.2 Vendor matrix
3.3 Technology & innovation landscape
3.4 Patent analysis
3.5 Key news and initiatives
3.6 Regulatory landscape
3.7 Impact forces
3.7.1 Growth drivers
3.7.1.1 Increasing advancements in AI and ML
3.7.1.2 Rising volume of unstructured data
3.7.1.3 Surge in demand for automation and efficiency
3.7.1.4 Rising shift toward cloud-based services
3.7.1.5 Growing awareness and investment in fintech startups
3.7.2 Industry pitfalls & challenges
3.7.2.1 Data privacy and security
3.7.2.2 Complexity in integration with legacy systems
3.8 Growth potential analysis
3.9 Porter’s analysis
3.9.1 Supplier power
3.9.2 Buyer power
3.9.3 Threat of new entrants
3.9.4 Threat of substitutes
3.9.5 Industry rivalry
3.10 PESTEL analysis
Chapter 4 Competitive Landscape, 2023
4.1 Company market share analysis
4.2 Competitive positioning matrix
4.3 Strategic outlook matrix
Chapter 5 Market Estimates & Forecast, By Component, 2021 - 2032 (USD Million)
5.1 Key trends
5.2 Software
5.2.1 Rule-based NLP software
5.2.2 Regular Expression (Regex)
5.2.3 Finite State Machines (FSMs)
5.2.4 Named Entity Recognition (NER)
5.2.5 Part-of-speech (POS) tagging
5.2.6 Statistical NLP software
5.2.7 Naive bayes
5.2.8 Logistics regression
5.2.9 Support Vector Machines (SVMs)
5.2.10 Recurrent Neural Networks (RNNs)
5.2.11 Hybrid NLP software
5.2.12 Latent Dirichlet Allocation (LDA)
5.2.13 Hidden Markov Models (HMMs)
5.2.14 Conditional Random Fields (CRFs)
5.3 Services
5.3.1 Professional services
5.3.1.1 Training and consulting
5.3.1.2 System integration and implementation
5.3.1.3 Support and maintenance
5.3.2 Managed services
Chapter 6 Market Estimates & Forecast, By Technology, 2021 - 2032 (USD Million)
6.1 Key trends
6.2 Machine learning
6.2.1 Supervised learning
6.2.2 Unsupervised learning
6.2.3 Reinforcement learning
6.3 Deep learning
6.3.1 Convolutional Neural Networks (CNN)
6.3.2 Recurrent Neural Networks (RNN)
6.3.3 Transformer models (BERT, GPT-3, etc.)
6.4 Natural language generation
6.4.1 Automated report writing
6.4.2 Customer communication
6.4.3 Financial document generation
6.5 Text Classification
6.5.1 Sentiment classification
6.5.2 Intent classification
6.6 Topic Modeling
6.6.1 Topic identification
6.6.2 Topic clustering
6.6.3 Topic visualization
6.7 Emotion Detection
6.7.1 Emotion recognition
6.7.2 Emotion classification
6.8 Others
Chapter 7 Market Estimates & Forecast, By Application, 2021 - 2032 (USD Million)
7.1 Key trends
7.2 Sentiment analysis
7.2.1 Brand reputation management
7.2.2 Market sentiment analysis
7.2.3 Customer feedback analysis
7.2.4 Product review analysis
7.2.5 Social media monitoring
7.3 Risk management and fraud detection
7.3.1 Credit risk assessment
7.3.2 Fraud detection and prevention
7.3.3 Anti-money Laundering (AML)
7.3.4 Compliance monitoring
7.3.5 Cybersecurity and threat detection
7.4 Compliance monitoring
7.4.1 Regulatory compliance monitoring
7.4.2 KYC/AML compliance monitoring
7.4.3 Legal and policy compliance monitoring
7.4.4 Audit trail monitoring
7.4.5 Trade surveillance
7.5 Investment analysis
7.5.1 Asset allocation and portfolio optimization
7.5.2 Equity research and analysis
7.5.3 Quantitative analysis and modeling
7.5.4 Investment recommendations and planning
7.5.5 Risk management and prediction
7.5.6 Investment opportunity identification
7.6 Financial news and market analysis
7.6.1 Financial news and analysis
7.6.2 Stock market prediction
7.6.3 Macroeconomic analysis
7.7 Customer service and support
7.7.1 Chatbots and virtual assistants
7.7.2 Personalized support and service
7.7.3 Complaint resolution
7.7.4 Query resolution and escalation management
7.7.5 Self-service options
7.8 Document and contract analysis
7.8.1 Contract management
7.8.2 Legal document analysis
7.8.3 Due diligence analysis
7.8.4 Data extraction and normalization
7.9 Speech recognition and transcription
7.9.1 Voice-enabled search and navigation
7.9.2 Speech-to-text conversion
7.9.3 Call transcription and analysis
7.9.4 Voice biometrics and authentication
7.9.5 Speech-enabled virtual assistants
7.10 Language translation
7.10.1 Financial document translation
7.10.2 Investment research translation
7.10.3 Multilingual customer service and support
7.10.4 Cross-border business communication
7.10.5 Localization and internationalization
7.11 Others
Chapter 8 Market Estimates & Forecast, By Industry vertical, 2021 - 2032 (USD Million)
8.1 Key trends
8.2 Banking
8.2.1 Retail banking
8.2.2 Corporate banking
8.2.3 Investment banking
8.2.4 Wealth management
8.3 Insurance
8.3.1 Life insurance
8.3.2 Property and casualty insurance
8.3.3 Health insurance
8.4 Financial services
8.4.1 Credit rating
8.4.2 Payment processing and remittance
8.4.3 Accounting and auditing
8.4.4 Personal finance management
8.4.5 Robo-advisory
8.4.6 Cryptocurrencies and blockchain
8.4.7 Stock movement prediction
8.5 Others
Chapter 9 Market Estimates & Forecast, By Region, 2021 - 2032 (USD Million)
9.1 Key trends
9.2 North America
9.2.1 U.S.
9.2.2 Canada
9.3 Europe
9.3.1 UK
9.3.2 Germany
9.3.3 France
9.3.4 Italy
9.3.5 Spain
9.3.6 Rest of Europe
9.4 Asia Pacific
9.4.1 China
9.4.2 India
9.4.3 Japan
9.4.4 South Korea
9.4.5 ANZ
9.4.6 Rest of Asia Pacific
9.5 Latin America
9.5.1 Brazil
9.5.2 Mexico
9.5.3 Rest of Latin America
9.6 MEA
9.6.1 UAE
9.6.2 Saudi Arabia
9.6.3 South Africa
9.6.4 Rest of MEA
Chapter 10 Company Profiles
10.1 ABBYY
10.2 Amazon Web Services, Inc.
10.3 Automated Insights
10.4 Baidu, Inc.
10.5 BasisTech.
10.6 Bitext Innovations Inc.
10.7 Conversica, Inc.
10.8 Expert.ai S.p.A.
10.9 Google LLC
10.10 IBM Corporation
10.11 Inbenta Holdings Inc.
10.12 Intercom
10.13 Kasisto, Inc.
10.14 Kensho Technologies, LLC.
10.15 LivePerson.
10.16 Microsoft Corporation
10.17 Monitaur, Inc.
10.18 Mosaic Data Science
10.19 Nuance Communications, Inc.
10.20 Oracle
10.21 Qualtrics
10.22 SAS Institute Inc.
10.23 Uniphore Technologies Inc.
10.24 Veritone, Inc.
