NLP in Finance Market Share, Size, Trends, Industry Analysis Report, By Offering (Software, Services); By Application; By Technology (Machine Learning, Rule-Based, Hybrid); By Vertical; By Region; Segment Forecast, 2023

Description

List of Tables

The global NLP in finance market size is expected to reach USD 47.92 billion by 2032, according to a new study by Polaris Market Research. The report "NLP in Finance Market Share, Size, Trends, Industry Analysis Report, By Offering (Software, Services); By Application; By Technology (Machine Learning, Rule-Based, Hybrid); By Vertical; By Region; Segment Forecast, 2023 - 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The significant rise in payment frauds, amounting to over Rs 800 crore, during the fourth quarter ended March 2023, as reported by the Reserve Bank of India, is a compelling driving factor fueling the growth of NLP in the finance market. Financial institutions are increasingly recognizing the urgent need to combat such fraudulent activities and are turning to NLP technology for effective solutions. By leveraging NLP algorithms, these institutions can analyze and interpret vast volumes of textual data, including fraud reports and transaction records, to detect patterns, anomalies, and suspicious behaviors. This proactive approach facilitated by NLP empowers financial organizations to enhance their fraud detection capabilities, mitigate risks, and protect their customers' financial assets.

According to International Data Corporation (IDC), From 2022 to 2026, the size of the Global DataSphere is anticipated too more than double. This expansion signifies the increasing volume of data being generated worldwide, leading to a demand for NLP technology to efficiently process, analyze, and extract insights from this vast amount of data. The growth of the Global DataSphere fuels the adoption of NLP in finance, enabling data-driven decision-making, customer understanding and personalization, and enhanced risk management and compliance. This will further fuel the growth of the market in coming years.

NLP in Finance Market Report Highlights

Service segment is anticipated to witness faster growth in the coming years due to the increasing demand for system integration.

Fraud Detection & Prevention segment accounted for the larger market share owing to the growing fraudulent activities.

Machine learning segment is expected to have higher growth due to increasing availability of unstructured data and the need for real-time insights.

Banking segment is projected to experience a larger revenue share due to the increasing need to extract meaningful insights from unstructured data.

Asia Pacific is projected to register a higher growth rate in the study period owing to increasing adoption of digital banking.

North America is expected to grow larger revenue share owing to the growing investments by the fintech companies.

The global players include: IBM, Google, Microsoft, Intel, Amazon, NVIDIA, Facebook, Apple, SAP, Nuance Communications, Megvii Technologies, DigitalGenius, Smartlogic Semaphore & Basis Technology.

Polaris Market Research has segmented the NLP in finance market report based on offering, application, technology, vertical and region:

NLP in Finance, Offering Outlook (Revenue - USD Billion, 2019 - 2032)

Software
Rule-based NLP Software
Regular Expression (Regex)
Finite State Machines (FSMs)
Named Entity Recognition (NER)
Part-of-speech (POS) Tagging
Statistical NLP Software
Naive Bayes
Logistic Regression
Support Vector Machines (SVMs)
Recurrent Neural Networks (RNNs),
Hybrid NLP software
Latent Dirichlet Allocation (LDA) * Hidden Markov Models (HMMs)
Conditional Random Fields (CRFs)
Services
Professional Services
Training and Consulting
System Integration and Implementation
Support and Maintenance
Managed Services

NLP in Finance, Application Outlook (Revenue - USD Billion, 2019 - 2032)

Sentiment Analysis
Brand Monitoring
Customer Feedback Analysis
Brand Reputation Management
Customer Service & Support
Chatbots
Interactive Voice Response (IVR)
Email Response
Fraud Detection & Prevention
Payment Fraud Detection
Account Takeover Detection
Identity Theft Detection
Risk Management
Credit Risk Analysis
Market Risk Analysis
Operational Risk Analysis
Others (e.g., Trading, Compliance)
Algorithmic Trading
Trade Surveillance
Regulatory Compliance

NLP in Finance, Technology Outlook (Revenue - USD Billion, 2019 - 2032)

Machine Learning
Natural Language Processing (NLP) Algorithms
Deep Learning Algorithms
Others (e.g., Random Forest, SVM)
Rule-Based
Pattern Matching
Keyword-Based
Hybrid (Combination of Machine Learning and Rule-Based)
Supervised Machine Learning
Semi-Supervised Machine Learning

NLP in Finance, Vertical Outlook (Revenue - USD Billion, 2019 - 2032)

Banking
Retail Banking
Corporate Banking
Investment Banking
Insurance
Life Insurance
Property & Casualty Insurance
Investment & Wealth Management
Asset Management
Wealth Management
Others (e.g., Accounting, Financial Planning)
Accounting & Bookkeeping
Financial Planning & Analysis to

NLP in Finance, Regional Outlook (Revenue - USD Billion, 2019 - 2032)

North America
U.S.
Canada
Europe
Germany
UK
France
Italy
Spain
Russia
Netherlands
Asia Pacific
China
India
Japan
South Korea
Indonesia
Malaysia
Latin America
Argentina
Brazil
Mexico
Middle East & Africa
UAE
Saudi Arabia
Israel
South Africa

Product Code: PM3563

1. Introduction

1.1. Report Description
- 1.1.1. Objectives of the Study
- 1.1.2. Market Scope
- 1.1.3. Assumptions
1.2. Stakeholders

2. Executive Summary

2.1. Market Highlights

3. Research Methodology

3.1. Overview
- 3.1.1. Data Mining
3.2. Data Sources
- 3.2.1. Primary Sources
- 3.2.2. Secondary Sources

4. Global NLP in Finance Market Insights

4.1. NLP in Finance - Industry Snapshot
4.2. NLP in Finance Market Dynamics
- 4.2.1. Drivers and Opportunities
  - 4.2.1.1. Growing demand for financial services that are automated and efficient, as well as a need for accurate and real-time analysis of complex financial data
  - 4.2.1.2. Emergence of AI and ML Models
- 4.2.2. Restraints and Challenges
  - 4.2.2.1. Lack of Standardization in NLP-based Financial Applications and Services
4.3. Porter's Five Forces Analysis
- 4.3.1. Bargaining Power of Suppliers (Moderate)
- 4.3.2. Threats of New Entrants: (Low)
- 4.3.3. Bargaining Power of Buyers (Moderate)
- 4.3.4. Threat of Substitute (Moderate)
- 4.3.5. Rivalry among existing firms (High)
4.4. PESTLE Analysis
4.5. NLP in Finance Industry Trends
4.6. Value Chain Analysis
4.7. COVID-19 Impact Analysis

5. Global NLP in Finance Market, by Offering

5.1. Key Findings
5.2. Introduction
- 5.2.1. Global NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
5.3. Software
- 5.3.1. Global NLP in Finance Market, by Software, by Region, 2019-2032 (USD Billion)
5.4. Services
- 5.4.1. Global NLP in Finance Market, by Services, by Region, 2019-2032 (USD Billion)

6. Global NLP in Finance Market, by Application

6.1. Key Findings
6.2. Introduction
- 6.2.1. Global NLP in Finance Market, by Application, 2019-2032 (USD Billion)
6.3. Sentiment Analysis
- 6.3.1. Global NLP in Finance Market, by Sentiment Analysis, by Region, 2019-2032 (USD Billion)
6.4. Customer Service & Support
- 6.4.1. Global NLP in Finance Market, by Customer Service & Support, by Region, 2019-2032 (USD Billion)
6.5. Fraud Detection & Prevention
- 6.5.1. Global NLP in Finance Market, by Fraud Detection & Prevention, by Region, 2019-2032 (USD Billion)
6.6. Risk Management
- 6.6.1. Global NLP in Finance Market, by Risk Management, by Region, 2019-2032 (USD Billion)
6.7. Others (e.g., Trading, Compliance)
- 6.7.1. Global NLP in Finance Market, by Others (e.g., Trading, Compliance), by Region, 2019-2032 (USD Billion)

7. Global NLP in Finance Market, by Technology

7.1. Key Findings
7.2. Introduction
- 7.2.1. Global NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
7.3. Machine Learning
- 7.3.1. Global NLP in Finance Market, by Machine Learning, by Region, 2019-2032 (USD Billion)
7.4. Rule-Based
- 7.4.1. Global NLP in Finance Market, by Rule-Based, by Region, 2019-2032 (USD Billion)
7.5. Hybrid (Combination of Machine Learning and Rule-Based)
- 7.5.1. Global NLP in Finance Market, by Hybrid (Combination of Machine Learning and Rule-Based), by Region, 2019-2032 (USD Billion)

8. Global NLP in Finance Market, by Vertical

8.1. Key Findings
8.2. Introduction
- 8.2.1. Global NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
8.3. Banking
- 8.3.1. Global NLP in Finance Market, by Banking, by Region, 2019-2032 (USD Billion)
8.4. Insurance
- 8.4.1. Global NLP in Finance Market, by Insurance, by Region, 2019-2032 (USD Billion)
8.5. Investment & Wealth Management
- 8.5.1. Global NLP in Finance Market, by Investment & Wealth Management, by Region, 2019-2032 (USD Billion)
8.6. Others (e.g., Accounting, Financial Planning)
- 8.6.1. Global NLP in Finance Market, by Others (e.g., Accounting, Financial Planning), by Region, 2019-2032 (USD Billion)

9. Global NLP in Finance Market, by Geography

9.1. Key findings
9.2. Introduction
- 9.2.1. NLP in Finance Market Assessment, By Geography, 2019-2032 (USD Billion)
9.3. NLP in Finance Market - North America
- 9.3.1. North America: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
- 9.3.2. North America: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
- 9.3.3. North America: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
- 9.3.4. North America: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.3.5. NLP in Finance Market - U.S.
  - 9.3.5.1. U.S.: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.3.5.2. U.S.: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.3.5.3. U.S.: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.3.5.4. U.S.: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.3.6. NLP in Finance Market - Canada
  - 9.3.6.1. Canada: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.3.6.2. Canada: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.3.6.3. Canada: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.3.6.4. Canada: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
9.4. NLP in Finance Market - Europe
- 9.4.1. Europe: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
- 9.4.2. Europe: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
- 9.4.3. Europe: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
- 9.4.4. Europe: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.4.5. NLP in Finance Market - UK
  - 9.4.5.1. UK: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.4.5.2. UK: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.4.5.3. UK: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.4.5.4. UK: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.4.6. NLP in Finance Market - France
  - 9.4.6.1. France: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.4.6.2. France: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.4.6.3. France: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.4.6.4. France: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.4.7. NLP in Finance Market - Germany
  - 9.4.7.1. Germany: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.4.7.2. Germany: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.4.7.3. Germany: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.4.7.4. Germany: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.4.8. NLP in Finance Market - Italy
  - 9.4.8.1. Italy: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.4.8.2. Italy: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.4.8.3. Italy: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.4.8.4. Italy: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.4.9. NLP in Finance Market - Spain
  - 9.4.9.1. Spain: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.4.9.2. Spain: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.4.9.3. Spain: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.4.9.4. Spain: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.4.10. NLP in Finance Market - Netherlands
  - 9.4.10.1. Netherlands: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.4.10.2. Netherlands: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.4.10.3. Netherlands: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.4.10.4. Netherlands: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.4.11. NLP in Finance Market - Russia
  - 9.4.11.1. Russia: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.4.11.2. Russia.: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.4.11.3. Russia: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.4.11.4. Russia: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
9.5. NLP in Finance Market - Asia Pacific
- 9.5.1. Asia Pacific: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
- 9.5.2. Asia Pacific: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
- 9.5.3. Asia Pacific: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
- 9.5.4. Asia Pacific: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.5.5. NLP in Finance Market - China
  - 9.5.5.1. China: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.5.5.2. China.: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.5.5.3. China: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.5.5.4. China: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.5.6. NLP in Finance Market - India
  - 9.5.6.1. India: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.5.6.2. India.: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.5.6.3. India: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.5.6.4. India: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.5.7. NLP in Finance Market - Japan
  - 9.5.7.1. Japan: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.5.7.2. Japan.: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.5.7.3. Japan: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.5.7.4. Japan: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.5.8. NLP in Finance Market - Malaysia
  - 9.5.8.1. Malaysia: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.5.8.2. Malaysia.: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.5.8.3. Malaysia: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.5.8.4. Malaysia: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.5.9. NLP in Finance Market - Indonesia
  - 9.5.9.1. Indonesia: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.5.9.2. Indonesia.: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.5.9.3. Indonesia: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.5.9.4. Indonesia: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.5.10. NLP in Finance Market - South Korea
  - 9.5.10.1. South Korea: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.5.10.2. South Korea.: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.5.10.3. South Korea: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.5.10.4. South Korea: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
9.6. NLP in Finance Market - Middle East & Africa
- 9.6.1. Middle East & Africa: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
- 9.6.2. Middle East & Africa: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
- 9.6.3. Middle East & Africa: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
- 9.6.4. Middle East & Africa: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.6.5. NLP in Finance Market - Saudi Arabia
  - 9.6.5.1. Saudi Arabia: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.6.5.2. Saudi Arabia: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.6.5.3. Saudi Arabia: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.6.5.4. Saudi Arabia: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.6.6. NLP in Finance Market - South Africa
  - 9.6.6.1. South Africa: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.6.6.2. South Africa: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.6.6.3. South Africa: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.6.6.4. South Africa: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.6.7. NLP in Finance Market - Israel
  - 9.6.7.1. Israel: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.6.7.2. Israel: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.6.7.3. Israel: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.6.7.4. Israel: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.6.8. NLP in Finance Market - UAE
  - 9.6.8.1. UAE: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.6.8.2. UAE: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.6.8.3. UAE: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.6.8.4. UAE: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
9.7. NLP in Finance Market - Latin America
- 9.7.1. Latin America: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
- 9.7.2. Latin America: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
- 9.7.3. Latin America: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
- 9.7.4. Latin America: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.7.5. NLP in Finance Market - Mexico
  - 9.7.5.1. Mexico: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.7.5.2. Mexico: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.7.5.3. Mexico: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.7.5.4. Mexico: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.7.6. NLP in Finance Market - Brazil
  - 9.7.6.1. Brazil: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.7.6.2. Brazil: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.7.6.3. Brazil: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.7.6.4. Brazil: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
- 9.7.7. NLP in Finance Market - Argentina
  - 9.7.7.1. Argentina: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
  - 9.7.7.2. Argentina: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
  - 9.7.7.3. Argentina: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
  - 9.7.7.4. Argentina: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)

10. Competitive Landscape

10.1. Expansion and Acquisition Analysis
- 10.1.1. Expansion
- 10.1.2. Acquisitions
10.2. Partnerships/Collaborations/Agreements/Exhibitions

11. Company Profiles

11.1. IBM
- 11.1.1. Company Overview
- 11.1.2. Financial Performance
- 11.1.3. Product Benchmarking
- 11.1.4. Recent Development
11.2. Google
- 11.2.1. Company Overview
- 11.2.2. Financial Performance
- 11.2.3. Product Benchmarking
- 11.2.4. Recent Development
11.3. Microsoft
- 11.3.1. Company Overview
- 11.3.2. Financial Performance
- 11.3.3. Product Benchmarking
- 11.3.4. Recent Development
11.4. Intel
- 11.4.1. Company Overview
- 11.4.2. Financial Performance
- 11.4.3. Product Benchmarking
- 11.4.4. Recent Development
11.5. Amazon
- 11.5.1. Company Overview
- 11.5.2. Financial Performance
- 11.5.3. Product Benchmarking
- 11.5.4. Recent Development
11.6. NVIDIA
- 11.6.1. Company Overview
- 11.6.2. Financial Performance
- 11.6.3. Product Benchmarking
- 11.6.4. Recent Development
11.7. Facebook
- 11.7.1. Company Overview
- 11.7.2. Financial Performance
- 11.7.3. Product Benchmarking
- 11.7.4. Recent Development
11.8. Apple
- 11.8.1. Company Overview
- 11.8.2. Financial Performance
- 11.8.3. Product Benchmarking
- 11.8.4. Recent Development
11.9. SAP
- 11.9.1. Company Overview
- 11.9.2. Financial Performance
- 11.9.3. Product Benchmarking
- 11.9.4. Recent Development
11.10. Nuance Communications
- 11.10.1. Company Overview
- 11.10.2. Financial Performance
- 11.10.3. Product Benchmarking
- 11.10.4. Recent Development
11.11. Digital Reasoning Systems
- 11.11.1. Company Overview
- 11.11.2. Financial Performance
- 11.11.3. Product Benchmarking
- 11.11.4. Recent Development
11.12. Ayasdi
- 11.12.1. Company Overview
- 11.12.2. Financial Performance
- 11.12.3. Product Benchmarking
- 11.12.4. Recent Development
11.13. Lexalytics
- 11.13.1. Company Overview
- 11.13.2. Financial Performance
- 11.13.3. Product Benchmarking
- 11.13.4. Recent Development
11.14. 3DiVi
- 11.14.1. Company Overview
- 11.14.2. Financial Performance
- 11.14.3. Product Benchmarking
- 11.14.4. Recent Development
11.15. Yseop
- 11.15.1. Company Overview
- 11.15.2. Financial Performance
- 11.15.3. Product Benchmarking
- 11.15.4. Recent Development
11.16. Verint Systems
- 11.16.1. Company Overview
- 11.16.2. Financial Performance
- 11.16.3. Product Benchmarking
- 11.16.4. Recent Development
11.17. Numenta
- 11.17.1. Company Overview
- 11.17.2. Financial Performance
- 11.17.3. Product Benchmarking
- 11.17.4. Recent Development
11.18. IPsoft
- 11.18.1. Company Overview
- 11.18.2. Financial Performance
- 11.18.3. Product Benchmarking
- 11.18.4. Recent Development
11.19. Mindbreeze
- 11.19.1. Company Overview
- 11.19.2. Financial Performance
- 11.19.3. Product Benchmarking
- 11.19.4. Recent Development
11.20. Expert System
- 11.20.1. Company Overview
- 11.20.2. Financial Performance
- 11.20.3. Product Benchmarking
- 11.20.4. Recent Development
11.21. Pragmatic Works
- 11.21.1. Company Overview
- 11.21.2. Financial Performance
- 11.21.3. Product Benchmarking
- 11.21.4. Recent Development
11.22. RapidMiner
- 11.22.1. Company Overview
- 11.22.2. Financial Performance
- 11.22.3. Product Benchmarking
- 11.22.4. Recent Development
11.23. Trooclick
- 11.23.1. Company Overview
- 11.23.2. Financial Performance
- 11.23.3. Product Benchmarking
- 11.23.4. Recent Development
11.24. Luminoso Technologies
- 11.24.1. Company Overview
- 11.24.2. Financial Performance
- 11.24.3. Product Benchmarking
- 11.24.4. Recent Development
11.25. Veritone
- 11.25.1. Company Overview
- 11.25.2. Financial Performance
- 11.25.3. Product Benchmarking
- 11.25.4. Recent Development
11.26. Algoworks Technologies
- 11.26.1. Company Overview
- 11.26.2. Financial Performance
- 11.26.3. Product Benchmarking
- 11.26.4. Recent Development
11.27. Bitext Innovations
- 11.27.1. Company Overview
- 11.27.2. Financial Performance
- 11.27.3. Product Benchmarking
- 11.27.4. Recent Development
11.28. Meya.ai
- 11.28.1. Company Overview
- 11.28.2. Financial Performance
- 11.28.3. Product Benchmarking
- 11.28.4. Recent Development
11.29. OpenText
- 11.29.1. Company Overview
- 11.29.2. Financial Performance
- 11.29.3. Product Benchmarking
- 11.29.4. Recent Development
11.30. KAI
- 11.30.1. Company Overview
- 11.30.2. Financial Performance
- 11.30.3. Product Benchmarking
- 11.30.4. Recent Development
11.31. Textkernel
- 11.31.1. Company Overview
- 11.31.2. Financial Performance
- 11.31.3. Product Benchmarking
- 11.31.4. Recent Development
11.32. Attivio
- 11.32.1. Company Overview
- 11.32.2. Financial Performance
- 11.32.3. Product Benchmarking
- 11.32.4. Recent Development
11.33. Squirro
- 11.33.1. Company Overview
- 11.33.2. Financial Performance
- 11.33.3. Product Benchmarking
- 11.33.4. Recent Development
11.34. SparkCognition
- 11.34.1. Company Overview
- 11.34.2. Financial Performance
- 11.34.3. Product Benchmarking
- 11.34.4. Recent Development
11.35. Idibon
- 11.35.1. Company Overview
- 11.35.2. Financial Performance
- 11.35.3. Product Benchmarking
- 11.35.4. Recent Development
11.36. NLP Logix
- 11.36.1. Company Overview
- 11.36.2. Financial Performance
- 11.36.3. Product Benchmarking
- 11.36.4. Recent Development
11.37. Megvii Technologies
- 11.37.1. Company Overview
- 11.37.2. Financial Performance
- 11.37.3. Product Benchmarking
- 11.37.4. Recent Development
11.38. DigitalGenius
- 11.38.1. Company Overview
- 11.38.2. Financial Performance
- 11.38.3. Product Benchmarking
- 11.38.4. Recent Development
11.39. Smartlogic Semaphore
- 11.39.1. Company Overview
- 11.39.2. Financial Performance
- 11.39.3. Product Benchmarking
- 11.39.4. Recent Development
11.40. Basis Technology
- 11.40.1. Company Overview
- 11.40.2. Financial Performance
- 11.40.3. Product Benchmarking
- 11.40.4. Recent Development

Product Code: PM3563

List of Tables

Table 1 Global NLP in Finance Market, by Offering, by Region, 2019-2032 (USD Billion)
Table 2 Global NLP in Finance Market, by Application, by Region, 2019-2032 (USD Billion)
Table 3 Global NLP in Finance Market, by Technology, by Region, 2019-2032 (USD Billion)
Table 4 Global NLP in Finance Market, by Vertical, by Region, 2019-2032 (USD Billion)
Table 5 NLP in Finance Market Assessment, By Geography, 2019-2032 (USD Billion)
Table 6 North America: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 7 North America: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 8 North America: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 9 North America: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 10 U.S.: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 11 U.S.: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 12 U.S.: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 13 U.S.: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 14 Canada: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 15 Canada: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 16 Canada: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 17 Canada: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 18 Europe: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 19 Europe: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 20 Europe: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 21 Europe: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 22 Germany: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 23 Germany: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 24 Germany: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 25 Germany: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 26 France: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 27 France: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 28 France: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 29 France: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 30 UK: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 31 UK: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 32 UK: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 33 UK: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 34 Italy: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 35 Italy: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 36 Italy: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 37 Italy: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 38 Netherlands: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 39 Netherlands: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 40 Netherlands: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 41 Netherlands: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 42 Spain: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 43 Spain: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 44 Spain: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 45 Spain: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 46 Russia: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 47 Russia: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 48 Russia: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 49 Russia: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 50 Asia Pacific: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 51 Asia Pacific: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 52 Asia Pacific: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 53 Asia Pacific: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 54 China: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 55 China: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 56 China: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 57 China: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 58 Japan: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 59 Japan: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 60 Japan: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 61 Japan: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 62 India: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 63 India: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 64 India: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 65 India: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 66 Indonesia: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 67 Indonesia: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 68 Indonesia: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 69 Indonesia: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 70 Malaysia: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 71 Malaysia: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 72 Malaysia: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 73 Malaysia: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 74 South Korea: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 75 South Korea: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 76 South Korea: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 77 South Korea: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 78 Latin America: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 79 Latin America: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 80 Latin America: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 81 Latin America: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 82 Brazil: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 83 Brazil: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 84 Brazil: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 85 Brazil: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 86 Mexico: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 87 Mexico: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 88 Mexico: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 89 Mexico: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 90 Argentina: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 91 Argentina: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 92 Argentina: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 93 Argentina: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 94 Middle East & Africa: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 95 Middle East & Africa: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 96 Middle East & Africa: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 97 Middle East & Africa: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 98 UAE: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 99 UAE: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 100 UAE: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 101 UAE: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 102 Saudi Arabia: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 103 Saudi Arabia: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 104 Saudi Arabia: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 105 Saudi Arabia: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 106 South Africa: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 107 South Africa: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 108 South Africa: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 109 South Africa: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)
Table 110 Israel: NLP in Finance Market, by Offering, 2019-2032 (USD Billion)
Table 111 Israel: NLP in Finance Market, by Application, 2019-2032 (USD Billion)
Table 112 Israel: NLP in Finance Market, by Technology, 2019-2032 (USD Billion)
Table 113 Israel: NLP in Finance Market, by Vertical, 2019-2032 (USD Billion)

List of Figures

Figure 1. Global NLP in Finance Market, 2019-2032 (USD Billion)
Figure 2. Integrated Ecosystem
Figure 3. Research Methodology: Top-Down & Bottom-Up Vertical
Figure 4. Market by Geography
Figure 5. Porter's Five Forces
Figure 6. Market by Offering
Figure 7. Global NLP in Finance Market, by Offering, 2021 & 2030 (USD Billion)
Figure 8. Market by Vertical
Figure 9. Global NLP in Finance Market, by Vertical, 2021 & 2030 (USD Billion)
Figure 10. Market by Application
Figure 11. Global NLP in Finance Market, by Application, 2021 & 2030 (USD Billion)
Figure 12. Market by Technology
Figure 13. Global NLP in Finance Market, by Technology, 2021 & 2030 (USD Billion)

NLP in Finance Market Share, Size, Trends, Industry Analysis Report, By Offering (Software, Services); By Application; By Technology (Machine Learning, Rule-Based, Hybrid); By Vertical; By Region; Segment Forecast, 2023 - 2032

Description

Table of Contents

List of Tables

NLP in Finance Market Report Highlights

NLP in Finance, Offering Outlook (Revenue - USD Billion, 2019 - 2032)

NLP in Finance, Application Outlook (Revenue - USD Billion, 2019 - 2032)

NLP in Finance, Technology Outlook (Revenue - USD Billion, 2019 - 2032)

NLP in Finance, Vertical Outlook (Revenue - USD Billion, 2019 - 2032)

NLP in Finance, Regional Outlook (Revenue - USD Billion, 2019 - 2032)

Table of Contents

1. Introduction

2. Executive Summary

3. Research Methodology

4. Global NLP in Finance Market Insights

5. Global NLP in Finance Market, by Offering

6. Global NLP in Finance Market, by Application

7. Global NLP in Finance Market, by Technology

8. Global NLP in Finance Market, by Vertical

9. Global NLP in Finance Market, by Geography

10. Competitive Landscape

11. Company Profiles

List of Tables

List of Figures