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Natural Language Processing in BFSI Market By Component, By Deployment Mode, By Type, By Organization Size, By Technology, By Application: Global Opportunity Analysis and Industry Forecast, 2021-2031

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    Report

  • 560 Pages
  • September 2022
  • Region: Global
  • Allied Market Research
  • ID: 5713139
The natural language processing (NLP) is a part of artificial intelligence (AI) that enables the computer to interpret human language, obtain meaning, and make communication more convenient by using voice enabled artificial intelligence (AI) and conversational intelligence technologies. In addition, the NLP features such as autocorrect and autocomplete tool help to analyze personal language patterns and identify the most appropriate suggestions for the individual users or public. Furthermore, natural language processing automates much of the physical process, and provides analytics and business intelligence for growth and helps to order and organize the processes. In addition, growing data and increasing complexities in the BFSI industry are expected to open numerous opportunities for the natural language processing (NLP) in the market.

Factors such as rising usage of smart devices to facilitate smart environments in the banking industry, drive the natural language processing in BFSI market growth. In addition, increasing demand for advanced text analytics and the growing use of internet and connected devices, fuel the growth of the natural language processing in BFSI market. However, complexities due to the usage of code-mixed language while implementing NLP solutions and limitations in the development of NLP technology using neural networks are restricting the usage of cloud-based services, which can hamper the market growth. On the contrary, increasing investments of the BFSI sector to develop and improve NLP technology is expected to boost the growth of the market in future. Moreover, increasing demand for better customer service in the banking sector is expected to provide lucrative opportunities for the market to grow in upcoming years.

The natural language processing in BFSI market is segmented into component, deployment mode, type, organization size, technology, application, and region. By component, the market is differentiated into solution and services. The services in further segmented into professional services and managed services. The professional services is further differentiated into system implementation & integration, support & maintenance, and training & consulting. The deployment mode is segmented into on-premise and cloud. The cloud is further segmented into public cloud, private cloud, and hybrid cloud. By type, the market is segmented into rule-based NLP, statistical NLP, and hybrid NLP. Depending on organization size, it is fragmented into large enterprises and small and medium sized enterprises. By technology, it is differentiated into interactive voice response (IVR), optical character recognition (OCR), text analysis, pattern and image recognition, and others. The application segment is segregated into customer experience management, virtual assistants/chatbots, social media monitoring, sentiment analysis, risk and threat detection, claims processing, and others. Region-wise, the market is analyzed across North America, Europe, Asia-Pacific, and LAMEA.

The natural language processing in BFSI market analysis includes top companies operating in the market, such as Accenture, ACCERN CORPORATION, Alphabet Inc., Amazon.com, Inc., Artificial Solutions, CSS Corp., eGain Corporation, Gnani Innovations Private Limited, IBM, InData Labs, Microsoft, MindMeld, Inc., Nexocode, Oracle, Verint Systems Inc., Infinia ML, Inc., and ThirdEye Data Inc. These players have adopted various strategies to increase their market penetration and strengthen their position in the natural language processing in banking industry.

KEY BENEFITS FOR STAKEHOLDERS

  • The study provides an in-depth analysis of the global natural language processing in BFSI market along with the current trends and future estimations to illustrate the imminent investment pockets.
  • Information about key drivers, restrains, & opportunities and their impact analysis on the global natural language processing in BFSI market size are provided in the report.
  • The Porter’s five forces analysis illustrates the potency of buyers and suppliers operating in the industry.
  • The quantitative analysis of the global natural language processing in BFSI market from 2021 to 2031 is provided to determine the market potential.

Key Market Segments

By Component

  • Solution
  • Services
  • Services
  • Professional Services
  • Managed Services

By Deployment Mode

  • On-Premise
  • Cloud
  • Cloud
  • Public Cloud
  • Private Cloud
  • Hybrid Cloud

By Type

  • Rule-based NLP
  • Statistical NLP
  • Hybrid NLP

By Organization Size

  • Large Enterprises
  • Small and Medium Sized Enterprises

By Technology

  • Interactive Voice Response (IVR)
  • Optical Character Recognition (OCR)
  • Text Analysis
  • Pattern and Image Recognition
  • Others

By Application

  • Customer Experience Management
  • Virtual Assistants/Chatbots
  • Social Media Monitoring
  • Sentiment Analysis
  • Risk and Threat Detection
  • Claims Processing
  • Others

By Region

  • North America
  • U.S.
  • Canada
  • Europe
  • UK
  • Germany
  • France
  • Italy
  • Spain
  • Netherlands
  • Rest Of Europe
  • Asia-Pacific
  • China
  • Japan
  • India
  • Australia
  • South Korea
  • Singapore
  • Rest Of Asia-Pacific
  • LAMEA
  • Latin America
  • Middle East
  • Africa

Key Market Players

  • Accenture
  • ACCERN CORPORATION
  • Alphabet Inc.
  • Amazon.com, Inc.
  • Artificial Solutions
  • CSS Corp.
  • eGain Corporation
  • Gnani Innovations Private Limited
  • IBM
  • InData Labs
  • Microsoft
  • MindMeld, Inc.
  • Nexocode
  • Oracle
  • Verint Systems Inc.
  • Infinia ML, Inc.
  • ThirdEye Data Inc.

 

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Table of Contents

CHAPTER 1: INTRODUCTION
1.1. Report description
1.2. Key market segments
1.3. Key benefits to the stakeholders
1.4. Research Methodology
1.4.1. Secondary research
1.4.2. Primary research
1.4.3. Analyst tools and models

CHAPTER 2: EXECUTIVE SUMMARY
2.1. Key findings of the study
2.2. CXO Perspective

CHAPTER 3: MARKET OVERVIEW
3.1. Market definition and scope
3.2. Key findings
3.2.1. Top investment pockets
3.3. Porter’s five forces analysis
3.4. Top player positioning
3.5. Market dynamics
3.5.1. Drivers
3.5.2. Restraints
3.5.3. Opportunities
3.6. COVID-19 Impact Analysis on the market

CHAPTER 4: NATURAL LANGUAGE PROCESSING IN BFSI MARKET, BY COMPONENT
4.1 Overview
4.1.1 Market size and forecast
4.2 Solution
4.2.1 Key market trends, growth factors and opportunities
4.2.2 Market size and forecast, by region
4.2.3 Market analysis by country
4.3 Services
4.3.1 Key market trends, growth factors and opportunities
4.3.2 Market size and forecast, by region
4.3.3 Market analysis by country
4.3.4 Services Natural Language Processing in BFSI Market by Services
4.3.4.1 Professional Services Market size and forecast, by region
4.3.4.2 Professional Services Market size and forecast, by country
4.3.4.3 Managed Services Market size and forecast, by region
4.3.4.4 Managed Services Market size and forecast, by country

CHAPTER 5: NATURAL LANGUAGE PROCESSING IN BFSI MARKET, BY DEPLOYMENT MODE
5.1 Overview
5.1.1 Market size and forecast
5.2 On-Premise
5.2.1 Key market trends, growth factors and opportunities
5.2.2 Market size and forecast, by region
5.2.3 Market analysis by country
5.3 Cloud
5.3.1 Key market trends, growth factors and opportunities
5.3.2 Market size and forecast, by region
5.3.3 Market analysis by country
5.3.4 Cloud Natural Language Processing in BFSI Market by Cloud
5.3.4.1 Public Cloud Market size and forecast, by region
5.3.4.2 Public Cloud Market size and forecast, by country
5.3.4.3 Private Cloud Market size and forecast, by region
5.3.4.4 Private Cloud Market size and forecast, by country
5.3.4.5 Hybrid Cloud Market size and forecast, by region
5.3.4.6 Hybrid Cloud Market size and forecast, by country

CHAPTER 6: NATURAL LANGUAGE PROCESSING IN BFSI MARKET, BY TYPE
6.1 Overview
6.1.1 Market size and forecast
6.2 Rule-based NLP
6.2.1 Key market trends, growth factors and opportunities
6.2.2 Market size and forecast, by region
6.2.3 Market analysis by country
6.3 Statistical NLP
6.3.1 Key market trends, growth factors and opportunities
6.3.2 Market size and forecast, by region
6.3.3 Market analysis by country
6.4 Hybrid NLP
6.4.1 Key market trends, growth factors and opportunities
6.4.2 Market size and forecast, by region
6.4.3 Market analysis by country

CHAPTER 7: NATURAL LANGUAGE PROCESSING IN BFSI MARKET, BY ORGANIZATION SIZE
7.1 Overview
7.1.1 Market size and forecast
7.2 Large Enterprises
7.2.1 Key market trends, growth factors and opportunities
7.2.2 Market size and forecast, by region
7.2.3 Market analysis by country
7.3 Small and MediU.S.zed Enterprises
7.3.1 Key market trends, growth factors and opportunities
7.3.2 Market size and forecast, by region
7.3.3 Market analysis by country

CHAPTER 8: NATURAL LANGUAGE PROCESSING IN BFSI MARKET, BY TECHNOLOGY
8.1 Overview
8.1.1 Market size and forecast
8.2 Interactive Voice Response (IVR)
8.2.1 Key market trends, growth factors and opportunities
8.2.2 Market size and forecast, by region
8.2.3 Market analysis by country
8.3 Optical Character Recognition (OCR)
8.3.1 Key market trends, growth factors and opportunities
8.3.2 Market size and forecast, by region
8.3.3 Market analysis by country
8.4 Text Analysis
8.4.1 Key market trends, growth factors and opportunities
8.4.2 Market size and forecast, by region
8.4.3 Market analysis by country
8.5 Pattern and Image Recognition
8.5.1 Key market trends, growth factors and opportunities
8.5.2 Market size and forecast, by region
8.5.3 Market analysis by country
8.6 Others
8.6.1 Key market trends, growth factors and opportunities
8.6.2 Market size and forecast, by region
8.6.3 Market analysis by country

CHAPTER 9: NATURAL LANGUAGE PROCESSING IN BFSI MARKET, BY APPLICATION
9.1 Overview
9.1.1 Market size and forecast
9.2 Customer Experience Management
9.2.1 Key market trends, growth factors and opportunities
9.2.2 Market size and forecast, by region
9.2.3 Market analysis by country
9.3 Virtual Assistants/Chatbots
9.3.1 Key market trends, growth factors and opportunities
9.3.2 Market size and forecast, by region
9.3.3 Market analysis by country
9.4 Social Media Monitoring
9.4.1 Key market trends, growth factors and opportunities
9.4.2 Market size and forecast, by region
9.4.3 Market analysis by country
9.5 Sentiment Analysis
9.5.1 Key market trends, growth factors and opportunities
9.5.2 Market size and forecast, by region
9.5.3 Market analysis by country
9.6 Risk and Threat Detection
9.6.1 Key market trends, growth factors and opportunities
9.6.2 Market size and forecast, by region
9.6.3 Market analysis by country
9.7 Claims Processing
9.7.1 Key market trends, growth factors and opportunities
9.7.2 Market size and forecast, by region
9.7.3 Market analysis by country
9.8 Others
9.8.1 Key market trends, growth factors and opportunities
9.8.2 Market size and forecast, by region
9.8.3 Market analysis by country

CHAPTER 10: NATURAL LANGUAGE PROCESSING IN BFSI MARKET, BY REGION
10.1 Overview
10.1.1 Market size and forecast
10.2 North America
10.2.1 Key trends and opportunities
10.2.2 North America Market size and forecast, by Component
10.2.2.1 North America Services Natural Language Processing in BFSI Market by Services
10.2.3 North America Market size and forecast, by Deployment Mode
10.2.3.1 North America Cloud Natural Language Processing in BFSI Market by Cloud
10.2.4 North America Market size and forecast, by Type
10.2.5 North America Market size and forecast, by Organization Size
10.2.6 North America Market size and forecast, by Technology
10.2.7 North America Market size and forecast, by Application
10.2.8 North America Market size and forecast, by country
10.2.8.1 U.S.
10.2.8.1.1 Market size and forecast, by Component
10.2.8.1.1.1 U.S. Services Natural Language Processing in BFSI Market by Services
10.2.8.1.2 Market size and forecast, by Deployment Mode
10.2.8.1.2.1 U.S. Cloud Natural Language Processing in BFSI Market by Cloud
10.2.8.1.3 Market size and forecast, by Type
10.2.8.1.4 Market size and forecast, by Organization Size
10.2.8.1.5 Market size and forecast, by Technology
10.2.8.1.6 Market size and forecast, by Application
10.2.8.2 Canada
10.2.8.2.1 Market size and forecast, by Component
10.2.8.2.1.1 Canada Services Natural Language Processing in BFSI Market by Services
10.2.8.2.2 Market size and forecast, by Deployment Mode
10.2.8.2.2.1 Canada Cloud Natural Language Processing in BFSI Market by Cloud
10.2.8.2.3 Market size and forecast, by Type
10.2.8.2.4 Market size and forecast, by Organization Size
10.2.8.2.5 Market size and forecast, by Technology
10.2.8.2.6 Market size and forecast, by Application
10.3 Europe
10.3.1 Key trends and opportunities
10.3.2 Europe Market size and forecast, by Component
10.3.2.1 Europe Services Natural Language Processing in BFSI Market by Services
10.3.3 Europe Market size and forecast, by Deployment Mode
10.3.3.1 Europe Cloud Natural Language Processing in BFSI Market by Cloud
10.3.4 Europe Market size and forecast, by Type
10.3.5 Europe Market size and forecast, by Organization Size
10.3.6 Europe Market size and forecast, by Technology
10.3.7 Europe Market size and forecast, by Application
10.3.8 Europe Market size and forecast, by country
10.3.8.1 UK
10.3.8.1.1 Market size and forecast, by Component
10.3.8.1.1.1 U.S.rvices Natural Language Processing in BFSI Market by Services
10.3.8.1.2 Market size and forecast, by Deployment Mode
10.3.8.1.2.1 UK Cloud Natural Language Processing in BFSI Market by Cloud
10.3.8.1.3 Market size and forecast, by Type
10.3.8.1.4 Market size and forecast, by Organization Size
10.3.8.1.5 Market size and forecast, by Technology
10.3.8.1.6 Market size and forecast, by Application
10.3.8.2 Germany
10.3.8.2.1 Market size and forecast, by Component
10.3.8.2.1.1 Germany Services Natural Language Processing in BFSI Market by Services
10.3.8.2.2 Market size and forecast, by Deployment Mode
10.3.8.2.2.1 Germany Cloud Natural Language Processing in BFSI Market by Cloud
10.3.8.2.3 Market size and forecast, by Type
10.3.8.2.4 Market size and forecast, by Organization Size
10.3.8.2.5 Market size and forecast, by Technology
10.3.8.2.6 Market size and forecast, by Application
10.3.8.3 France
10.3.8.3.1 Market size and forecast, by Component
10.3.8.3.1.1 France Services Natural Language Processing in BFSI Market by Services
10.3.8.3.2 Market size and forecast, by Deployment Mode
10.3.8.3.2.1 France Cloud Natural Language Processing in BFSI Market by Cloud
10.3.8.3.3 Market size and forecast, by Type
10.3.8.3.4 Market size and forecast, by Organization Size
10.3.8.3.5 Market size and forecast, by Technology
10.3.8.3.6 Market size and forecast, by Application
10.3.8.4 Italy
10.3.8.4.1 Market size and forecast, by Component
10.3.8.4.1.1 Italy Services Natural Language Processing in BFSI Market by Services
10.3.8.4.2 Market size and forecast, by Deployment Mode
10.3.8.4.2.1 Italy Cloud Natural Language Processing in BFSI Market by Cloud
10.3.8.4.3 Market size and forecast, by Type
10.3.8.4.4 Market size and forecast, by Organization Size
10.3.8.4.5 Market size and forecast, by Technology
10.3.8.4.6 Market size and forecast, by Application
10.3.8.5 Spain
10.3.8.5.1 Market size and forecast, by Component
10.3.8.5.1.1 Spain Services Natural Language Processing in BFSI Market by Services
10.3.8.5.2 Market size and forecast, by Deployment Mode
10.3.8.5.2.1 Spain Cloud Natural Language Processing in BFSI Market by Cloud
10.3.8.5.3 Market size and forecast, by Type
10.3.8.5.4 Market size and forecast, by Organization Size
10.3.8.5.5 Market size and forecast, by Technology
10.3.8.5.6 Market size and forecast, by Application
10.3.8.6 Netherlands
10.3.8.6.1 Market size and forecast, by Component
10.3.8.6.1.1 Netherlands Services Natural Language Processing in BFSI Market by Services
10.3.8.6.2 Market size and forecast, by Deployment Mode
10.3.8.6.2.1 Netherlands Cloud Natural Language Processing in BFSI Market by Cloud
10.3.8.6.3 Market size and forecast, by Type
10.3.8.6.4 Market size and forecast, by Organization Size
10.3.8.6.5 Market size and forecast, by Technology
10.3.8.6.6 Market size and forecast, by Application
10.3.8.7 Rest of Europe
10.3.8.7.1 Market size and forecast, by Component
10.3.8.7.1.1 Rest of Europe Services Natural Language Processing in BFSI Market by Services
10.3.8.7.2 Market size and forecast, by Deployment Mode
10.3.8.7.2.1 Rest of Europe Cloud Natural Language Processing in BFSI Market by Cloud
10.3.8.7.3 Market size and forecast, by Type
10.3.8.7.4 Market size and forecast, by Organization Size
10.3.8.7.5 Market size and forecast, by Technology
10.3.8.7.6 Market size and forecast, by Application
10.4 Asia-Pacific
10.4.1 Key trends and opportunities
10.4.2 Asia-Pacific Market size and forecast, by Component
10.4.2.1 Asia-Pacific Services Natural Language Processing in BFSI Market by Services
10.4.3 Asia-Pacific Market size and forecast, by Deployment Mode
10.4.3.1 Asia-Pacific Cloud Natural Language Processing in BFSI Market by Cloud
10.4.4 Asia-Pacific Market size and forecast, by Type
10.4.5 Asia-Pacific Market size and forecast, by Organization Size
10.4.6 Asia-Pacific Market size and forecast, by Technology
10.4.7 Asia-Pacific Market size and forecast, by Application
10.4.8 Asia-Pacific Market size and forecast, by country
10.4.8.1 China
10.4.8.1.1 Market size and forecast, by Component
10.4.8.1.1.1 China Services Natural Language Processing in BFSI Market by Services
10.4.8.1.2 Market size and forecast, by Deployment Mode
10.4.8.1.2.1 China Cloud Natural Language Processing in BFSI Market by Cloud
10.4.8.1.3 Market size and forecast, by Type
10.4.8.1.4 Market size and forecast, by Organization Size
10.4.8.1.5 Market size and forecast, by Technology
10.4.8.1.6 Market size and forecast, by Application
10.4.8.2 Japan
10.4.8.2.1 Market size and forecast, by Component
10.4.8.2.1.1 Japan Services Natural Language Processing in BFSI Market by Services
10.4.8.2.2 Market size and forecast, by Deployment Mode
10.4.8.2.2.1 Japan Cloud Natural Language Processing in BFSI Market by Cloud
10.4.8.2.3 Market size and forecast, by Type
10.4.8.2.4 Market size and forecast, by Organization Size
10.4.8.2.5 Market size and forecast, by Technology
10.4.8.2.6 Market size and forecast, by Application
10.4.8.3 India
10.4.8.3.1 Market size and forecast, by Component
10.4.8.3.1.1 India Services Natural Language Processing in BFSI Market by Services
10.4.8.3.2 Market size and forecast, by Deployment Mode
10.4.8.3.2.1 India Cloud Natural Language Processing in BFSI Market by Cloud
10.4.8.3.3 Market size and forecast, by Type
10.4.8.3.4 Market size and forecast, by Organization Size
10.4.8.3.5 Market size and forecast, by Technology
10.4.8.3.6 Market size and forecast, by Application
10.4.8.4 Australia
10.4.8.4.1 Market size and forecast, by Component
10.4.8.4.1.1 Australia Services Natural Language Processing in BFSI Market by Services
10.4.8.4.2 Market size and forecast, by Deployment Mode
10.4.8.4.2.1 Australia Cloud Natural Language Processing in BFSI Market by Cloud
10.4.8.4.3 Market size and forecast, by Type
10.4.8.4.4 Market size and forecast, by Organization Size
10.4.8.4.5 Market size and forecast, by Technology
10.4.8.4.6 Market size and forecast, by Application
10.4.8.5 South Korea
10.4.8.5.1 Market size and forecast, by Component
10.4.8.5.1.1 South Korea Services Natural Language Processing in BFSI Market by Services
10.4.8.5.2 Market size and forecast, by Deployment Mode
10.4.8.5.2.1 South Korea Cloud Natural Language Processing in BFSI Market by Cloud
10.4.8.5.3 Market size and forecast, by Type
10.4.8.5.4 Market size and forecast, by Organization Size
10.4.8.5.5 Market size and forecast, by Technology
10.4.8.5.6 Market size and forecast, by Application
10.4.8.6 Singapore
10.4.8.6.1 Market size and forecast, by Component
10.4.8.6.1.1 Singapore Services Natural Language Processing in BFSI Market by Services
10.4.8.6.2 Market size and forecast, by Deployment Mode
10.4.8.6.2.1 Singapore Cloud Natural Language Processing in BFSI Market by Cloud
10.4.8.6.3 Market size and forecast, by Type
10.4.8.6.4 Market size and forecast, by Organization Size
10.4.8.6.5 Market size and forecast, by Technology
10.4.8.6.6 Market size and forecast, by Application
10.4.8.7 Rest of Asia-Pacific
10.4.8.7.1 Market size and forecast, by Component
10.4.8.7.1.1 Rest of Asia-Pacific Services Natural Language Processing in BFSI Market by Services
10.4.8.7.2 Market size and forecast, by Deployment Mode
10.4.8.7.2.1 Rest of Asia-Pacific Cloud Natural Language Processing in BFSI Market by Cloud
10.4.8.7.3 Market size and forecast, by Type
10.4.8.7.4 Market size and forecast, by Organization Size
10.4.8.7.5 Market size and forecast, by Technology
10.4.8.7.6 Market size and forecast, by Application
10.5 LAMEA
10.5.1 Key trends and opportunities
10.5.2 LAMEA Market size and forecast, by Component
10.5.2.1 LAMEA Services Natural Language Processing in BFSI Market by Services
10.5.3 LAMEA Market size and forecast, by Deployment Mode
10.5.3.1 LAMEA Cloud Natural Language Processing in BFSI Market by Cloud
10.5.4 LAMEA Market size and forecast, by Type
10.5.5 LAMEA Market size and forecast, by Organization Size
10.5.6 LAMEA Market size and forecast, by Technology
10.5.7 LAMEA Market size and forecast, by Application
10.5.8 LAMEA Market size and forecast, by country
10.5.8.1 Latin America
10.5.8.1.1 Market size and forecast, by Component
10.5.8.1.1.1 Latin America Services Natural Language Processing in BFSI Market by Services
10.5.8.1.2 Market size and forecast, by Deployment Mode
10.5.8.1.2.1 Latin America Cloud Natural Language Processing in BFSI Market by Cloud
10.5.8.1.3 Market size and forecast, by Type
10.5.8.1.4 Market size and forecast, by Organization Size
10.5.8.1.5 Market size and forecast, by Technology
10.5.8.1.6 Market size and forecast, by Application
10.5.8.2 Middle East
10.5.8.2.1 Market size and forecast, by Component
10.5.8.2.1.1 Middle East Services Natural Language Processing in BFSI Market by Services
10.5.8.2.2 Market size and forecast, by Deployment Mode
10.5.8.2.2.1 Middle East Cloud Natural Language Processing in BFSI Market by Cloud
10.5.8.2.3 Market size and forecast, by Type
10.5.8.2.4 Market size and forecast, by Organization Size
10.5.8.2.5 Market size and forecast, by Technology
10.5.8.2.6 Market size and forecast, by Application
10.5.8.3 Africa
10.5.8.3.1 Market size and forecast, by Component
10.5.8.3.1.1 Africa Services Natural Language Processing in BFSI Market by Services
10.5.8.3.2 Market size and forecast, by Deployment Mode
10.5.8.3.2.1 Africa Cloud Natural Language Processing in BFSI Market by Cloud
10.5.8.3.3 Market size and forecast, by Type
10.5.8.3.4 Market size and forecast, by Organization Size
10.5.8.3.5 Market size and forecast, by Technology
10.5.8.3.6 Market size and forecast, by Application

CHAPTER 11: COMPANY LANDSCAPE
11.1. Introduction
11.2. Top winning strategies
11.3. Product Mapping of Top 10 Player
11.4. Competitive Dashboard
11.5. Competitive Heatmap
11.6. Key developments

CHAPTER 12: COMPANY PROFILES
12.1 Accenture
12.1.1 Company overview
12.1.2 Company snapshot
12.1.3 Operating business segments
12.1.4 Product portfolio
12.1.5 Business performance
12.1.6 Key strategic moves and developments
12.2 ACCERN CORPORATION
12.2.1 Company overview
12.2.2 Company snapshot
12.2.3 Operating business segments
12.2.4 Product portfolio
12.2.5 Business performance
12.2.6 Key strategic moves and developments
12.3 Alphabet Inc.
12.3.1 Company overview
12.3.2 Company snapshot
12.3.3 Operating business segments
12.3.4 Product portfolio
12.3.5 Business performance
12.3.6 Key strategic moves and developments
12.4 Amazon. com, Inc.
12.4.1 Company overview
12.4.2 Company snapshot
12.4.3 Operating business segments
12.4.4 Product portfolio
12.4.5 Business performance
12.4.6 Key strategic moves and developments
12.5 Artificial Solutions
12.5.1 Company overview
12.5.2 Company snapshot
12.5.3 Operating business segments
12.5.4 Product portfolio
12.5.5 Business performance
12.5.6 Key strategic moves and developments
12.6 CSS Corp.
12.6.1 Company overview
12.6.2 Company snapshot
12.6.3 Operating business segments
12.6.4 Product portfolio
12.6.5 Business performance
12.6.6 Key strategic moves and developments
12.7 eGain Corporation
12.7.1 Company overview
12.7.2 Company snapshot
12.7.3 Operating business segments
12.7.4 Product portfolio
12.7.5 Business performance
12.7.6 Key strategic moves and developments
12.8 Gnani Innovations Private Limited
12.8.1 Company overview
12.8.2 Company snapshot
12.8.3 Operating business segments
12.8.4 Product portfolio
12.8.5 Business performance
12.8.6 Key strategic moves and developments
12.9 IBM
12.9.1 Company overview
12.9.2 Company snapshot
12.9.3 Operating business segments
12.9.4 Product portfolio
12.9.5 Business performance
12.9.6 Key strategic moves and developments
12.10 InData Labs
12.10.1 Company overview
12.10.2 Company snapshot
12.10.3 Operating business segments
12.10.4 Product portfolio
12.10.5 Business performance
12.10.6 Key strategic moves and developments
12.11 Microsoft
12.11.1 Company overview
12.11.2 Company snapshot
12.11.3 Operating business segments
12.11.4 Product portfolio
12.11.5 Business performance
12.11.6 Key strategic moves and developments
12.12 MindMeld, Inc.
12.12.1 Company overview
12.12.2 Company snapshot
12.12.3 Operating business segments
12.12.4 Product portfolio
12.12.5 Business performance
12.12.6 Key strategic moves and developments
12.13 Nexocode
12.13.1 Company overview
12.13.2 Company snapshot
12.13.3 Operating business segments
12.13.4 Product portfolio
12.13.5 Business performance
12.13.6 Key strategic moves and developments
12.14 Oracle
12.14.1 Company overview
12.14.2 Company snapshot
12.14.3 Operating business segments
12.14.4 Product portfolio
12.14.5 Business performance
12.14.6 Key strategic moves and developments
12.15 Verint Systems Inc.
12.15.1 Company overview
12.15.2 Company snapshot
12.15.3 Operating business segments
12.15.4 Product portfolio
12.15.5 Business performance
12.15.6 Key strategic moves and developments
12.16 Infinia ML, Inc.
12.16.1 Company overview
12.16.2 Company snapshot
12.16.3 Operating business segments
12.16.4 Product portfolio
12.16.5 Business performance
12.16.6 Key strategic moves and developments
12.17 ThirdEye Data Inc.
12.17.1 Company overview
12.17.2 Company snapshot
12.17.3 Operating business segments
12.17.4 Product portfolio
12.17.5 Business performance
12.17.6 Key strategic moves and developments

List of Tables
Table 1. Global Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 2. Natural Language Processing in Bfsi Market, for Solution, by Region, 2021-2031 ($Million)
Table 3. Natural Language Processing in Bfsi Market for Solution, by Country, 2021-2031 ($Million)
Table 4. Natural Language Processing in Bfsi Market, for Services, by Region, 2021-2031 ($Million)
Table 5. Natural Language Processing in Bfsi Market for Services, by Country, 2021-2031 ($Million)
Table 6. Global Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 7. Natural Language Processing in Bfsi Market, for Professional Services, by Region, 2021-2031 ($Million)
Table 8. Natural Language Processing in Bfsi Market, for Professional Services, by Country, 2021-2031 ($Million)
Table 9. Natural Language Processing in Bfsi Market, for Managed Services, by Region, 2021-2031 ($Million)
Table 10. Natural Language Processing in Bfsi Market, for Managed Services, by Country, 2021-2031 ($Million)
Table 11. Global Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 12. Natural Language Processing in Bfsi Market, for On-Premise, by Region, 2021-2031 ($Million)
Table 13. Natural Language Processing in Bfsi Market for On-Premise, by Country, 2021-2031 ($Million)
Table 14. Natural Language Processing in Bfsi Market, for Cloud, by Region, 2021-2031 ($Million)
Table 15. Natural Language Processing in Bfsi Market for Cloud, by Country, 2021-2031 ($Million)
Table 16. Global Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 17. Natural Language Processing in Bfsi Market, for Public Cloud, by Region, 2021-2031 ($Million)
Table 18. Natural Language Processing in Bfsi Market, for Public Cloud, by Country, 2021-2031 ($Million)
Table 19. Natural Language Processing in Bfsi Market, for Private Cloud, by Region, 2021-2031 ($Million)
Table 20. Natural Language Processing in Bfsi Market, for Private Cloud, by Country, 2021-2031 ($Million)
Table 21. Natural Language Processing in Bfsi Market, for Hybrid Cloud, by Region, 2021-2031 ($Million)
Table 22. Natural Language Processing in Bfsi Market, for Hybrid Cloud, by Country, 2021-2031 ($Million)
Table 23. Global Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 24. Natural Language Processing in Bfsi Market, for Rule-based Nlp, by Region, 2021-2031 ($Million)
Table 25. Natural Language Processing in Bfsi Market for Rule-based Nlp, by Country, 2021-2031 ($Million)
Table 26. Natural Language Processing in Bfsi Market, for Statistical Nlp, by Region, 2021-2031 ($Million)
Table 27. Natural Language Processing in Bfsi Market for Statistical Nlp, by Country, 2021-2031 ($Million)
Table 28. Natural Language Processing in Bfsi Market, for Hybrid Nlp, by Region, 2021-2031 ($Million)
Table 29. Natural Language Processing in Bfsi Market for Hybrid Nlp, by Country, 2021-2031 ($Million)
Table 30. Global Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 31. Natural Language Processing in Bfsi Market, for Large Enterprises, by Region, 2021-2031 ($Million)
Table 32. Natural Language Processing in Bfsi Market for Large Enterprises, by Country, 2021-2031 ($Million)
Table 33. Natural Language Processing in Bfsi Market, for Small and MediU.S.zed Enterprises, by Region, 2021-2031 ($Million)
Table 34. Natural Language Processing in Bfsi Market for Small and MediU.S.zed Enterprises, by Country, 2021-2031 ($Million)
Table 35. Global Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 36. Natural Language Processing in Bfsi Market, for Interactive Voice Response (Ivr), by Region, 2021-2031 ($Million)
Table 37. Natural Language Processing in Bfsi Market for Interactive Voice Response (Ivr), by Country, 2021-2031 ($Million)
Table 38. Natural Language Processing in Bfsi Market, for Optical Character Recognition (Ocr), by Region, 2021-2031 ($Million)
Table 39. Natural Language Processing in Bfsi Market for Optical Character Recognition (Ocr), by Country, 2021-2031 ($Million)
Table 40. Natural Language Processing in Bfsi Market, for Text Analysis, by Region, 2021-2031 ($Million)
Table 41. Natural Language Processing in Bfsi Market for Text Analysis, by Country, 2021-2031 ($Million)
Table 42. Natural Language Processing in Bfsi Market, for Pattern and Image Recognition, by Region, 2021-2031 ($Million)
Table 43. Natural Language Processing in Bfsi Market for Pattern and Image Recognition, by Country, 2021-2031 ($Million)
Table 44. Natural Language Processing in Bfsi Market, for Others, by Region, 2021-2031 ($Million)
Table 45. Natural Language Processing in Bfsi Market for Others, by Country, 2021-2031 ($Million)
Table 46. Global Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 47. Natural Language Processing in Bfsi Market, for Customer Experience Management, by Region, 2021-2031 ($Million)
Table 48. Natural Language Processing in Bfsi Market for Customer Experience Management, by Country, 2021-2031 ($Million)
Table 49. Natural Language Processing in Bfsi Market, for Virtual Assistants/Chatbots, by Region, 2021-2031 ($Million)
Table 50. Natural Language Processing in Bfsi Market for Virtual Assistants/Chatbots, by Country, 2021-2031 ($Million)
Table 51. Natural Language Processing in Bfsi Market, for Social Media Monitoring, by Region, 2021-2031 ($Million)
Table 52. Natural Language Processing in Bfsi Market for Social Media Monitoring, by Country, 2021-2031 ($Million)
Table 53. Natural Language Processing in Bfsi Market, for Sentiment Analysis, by Region, 2021-2031 ($Million)
Table 54. Natural Language Processing in Bfsi Market for Sentiment Analysis, by Country, 2021-2031 ($Million)
Table 55. Natural Language Processing in Bfsi Market, for Risk and Threat Detection, by Region, 2021-2031 ($Million)
Table 56. Natural Language Processing in Bfsi Market for Risk and Threat Detection, by Country, 2021-2031 ($Million)
Table 57. Natural Language Processing in Bfsi Market, for Claims Processing, by Region, 2021-2031 ($Million)
Table 58. Natural Language Processing in Bfsi Market for Claims Processing, by Country, 2021-2031 ($Million)
Table 59. Natural Language Processing in Bfsi Market, for Others, by Region, 2021-2031 ($Million)
Table 60. Natural Language Processing in Bfsi Market for Others, by Country, 2021-2031 ($Million)
Table 61. Natural Language Processing in Bfsi Market, by Region, 2021-2031 ($Million)
Table 62. North America Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 63. North America Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 64. North America Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 65. North America Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 66. North America Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 67. North America Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 68. North America Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 69. North America Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 70. North America Natural Language Processing in Bfsi Market, by Country, 2021-2031 ($Million)
Table 71. U.S. Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 72. U.S. Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 73. U.S. Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 74. U.S. Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 75. U.S. Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 76. U.S. Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 77. U.S. Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 78. U.S. Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 79. Canada Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 80. Canada Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 81. Canada Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 82. Canada Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 83. Canada Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 84. Canada Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 85. Canada Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 86. Canada Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 87. Europe Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 88. Europe Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 89. Europe Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 90. Europe Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 91. Europe Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 92. Europe Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 93. Europe Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 94. Europe Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 95. Europe Natural Language Processing in Bfsi Market, by Country, 2021-2031 ($Million)
Table 96. UK Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 97. U.S.rvices Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 98. UK Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 99. UK Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 100. UK Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 101. UK Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 102. UK Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 103. UK Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 104. Germany Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 105. Germany Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 106. Germany Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 107. Germany Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 108. Germany Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 109. Germany Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 110. Germany Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 111. Germany Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 112. France Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 113. France Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 114. France Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 115. France Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 116. France Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 117. France Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 118. France Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 119. France Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 120. Italy Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 121. Italy Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 122. Italy Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 123. Italy Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 124. Italy Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 125. Italy Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 126. Italy Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 127. Italy Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 128. Spain Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 129. Spain Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 130. Spain Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 131. Spain Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 132. Spain Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 133. Spain Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 134. Spain Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 135. Spain Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 136. Netherlands Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 137. Netherlands Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 138. Netherlands Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 139. Netherlands Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 140. Netherlands Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 141. Netherlands Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 142. Netherlands Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 143. Netherlands Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 144. Rest of Europe Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 145. Rest of Europe Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 146. Rest of Europe Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 147. Rest of Europe Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 148. Rest of Europe Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 149. Rest of Europe Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 150. Rest of Europe Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 151. Rest of Europe Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 152. Asia-Pacific Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 153. Asia-Pacific Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 154. Asia-Pacific Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 155. Asia-Pacific Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 156. Asia-Pacific Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 157. Asia-Pacific Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 158. Asia-Pacific Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 159. Asia-Pacific Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 160. Asia-Pacific Natural Language Processing in Bfsi Market, by Country, 2021-2031 ($Million)
Table 161. China Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 162. China Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 163. China Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 164. China Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 165. China Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 166. China Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 167. China Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 168. China Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 169. Japan Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 170. Japan Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 171. Japan Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 172. Japan Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 173. Japan Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 174. Japan Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 175. Japan Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 176. Japan Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 177. India Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 178. India Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 179. India Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 180. India Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 181. India Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 182. India Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 183. India Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 184. India Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 185. Australia Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 186. Australia Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 187. Australia Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 188. Australia Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 189. Australia Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 190. Australia Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 191. Australia Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 192. Australia Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 193. South Korea Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 194. South Korea Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 195. South Korea Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 196. South Korea Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 197. South Korea Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 198. South Korea Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 199. South Korea Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 200. South Korea Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 201. Singapore Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 202. Singapore Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 203. Singapore Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 204. Singapore Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 205. Singapore Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 206. Singapore Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 207. Singapore Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 208. Singapore Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 209. Rest of Asia-Pacific Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 210. Rest of Asia-Pacific Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 211. Rest of Asia-Pacific Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 212. Rest of Asia-Pacific Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 213. Rest of Asia-Pacific Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 214. Rest of Asia-Pacific Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 215. Rest of Asia-Pacific Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 216. Rest of Asia-Pacific Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 217. LAMEA Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 218. LAMEA Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 219. LAMEA Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 220. LAMEA Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 221. LAMEA Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 222. LAMEA Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 223. LAMEA Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 224. LAMEA Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 225. LAMEA Natural Language Processing in Bfsi Market, by Country, 2021-2031 ($Million)
Table 226. Latin America Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 227. Latin America Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 228. Latin America Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 229. Latin America Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 230. Latin America Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 231. Latin America Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 232. Latin America Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 233. Latin America Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 234. Middle East Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 235. Middle East Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 236. Middle East Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 237. Middle East Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 238. Middle East Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 239. Middle East Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 240. Middle East Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 241. Middle East Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 242. Africa Natural Language Processing in Bfsi Market, by Component, 2021-2031 ($Million)
Table 243. Africa Services Natural Language Processing in Bfsi Market, by Services, 2021-2031 ($Million)
Table 244. Africa Natural Language Processing in Bfsi Market, by Deployment Mode, 2021-2031 ($Million)
Table 245. Africa Cloud Natural Language Processing in Bfsi Market, by Cloud, 2021-2031 ($Million)
Table 246. Africa Natural Language Processing in Bfsi Market, by Type, 2021-2031 ($Million)
Table 247. Africa Natural Language Processing in Bfsi Market, by Organization Size, 2021-2031 ($Million)
Table 248. Africa Natural Language Processing in Bfsi Market, by Technology, 2021-2031 ($Million)
Table 249. Africa Natural Language Processing in Bfsi Market, by Application, 2021-2031 ($Million)
Table 250. Accenture: Company Snapshot
Table 251. Accenture: Operating Segments
Table 252. Accenture: Product Portfolio
Table 253. Accenture: Net Sales
Table 254. Accenture: Key Strategies
Table 255. Accern Corporation: Company Snapshot
Table 256. Accern Corporation: Operating Segments
Table 257. Accern Corporation: Product Portfolio
Table 258. Accern Corporation: Net Sales
Table 259. Accern Corporation: Key Strategies
Table 260. Alphabet Inc.: Company Snapshot
Table 261. Alphabet Inc.: Operating Segments
Table 262. Alphabet Inc.: Product Portfolio
Table 263. Alphabet Inc.: Net Sales
Table 264. Alphabet Inc.: Key Strategies
Table 265. Amazon. Com, Inc.: Company Snapshot
Table 266. Amazon. Com, Inc.: Operating Segments
Table 267. Amazon. Com, Inc.: Product Portfolio
Table 268. Amazon. Com, Inc.: Net Sales
Table 269. Amazon. Com, Inc.: Key Strategies
Table 270. Artificial Solutions: Company Snapshot
Table 271. Artificial Solutions: Operating Segments
Table 272. Artificial Solutions: Product Portfolio
Table 273. Artificial Solutions: Net Sales
Table 274. Artificial Solutions: Key Strategies
Table 275. Css Corp.: Company Snapshot
Table 276. Css Corp.: Operating Segments
Table 277. Css Corp.: Product Portfolio
Table 278. Css Corp.: Net Sales
Table 279. Css Corp.: Key Strategies
Table 280. Egain Corporation: Company Snapshot
Table 281. Egain Corporation: Operating Segments
Table 282. Egain Corporation: Product Portfolio
Table 283. Egain Corporation: Net Sales
Table 284. Egain Corporation: Key Strategies
Table 285. Gnani Innovations Private Limited: Company Snapshot
Table 286. Gnani Innovations Private Limited: Operating Segments
Table 287. Gnani Innovations Private Limited: Product Portfolio
Table 288. Gnani Innovations Private Limited: Net Sales
Table 289. Gnani Innovations Private Limited: Key Strategies
Table 290. IBM: Company Snapshot
Table 291. IBM: Operating Segments
Table 292. IBM: Product Portfolio
Table 293. IBM: Net Sales
Table 294. IBM: Key Strategies
Table 295. Indata Labs: Company Snapshot
Table 296. Indata Labs: Operating Segments
Table 297. Indata Labs: Product Portfolio
Table 298. Indata Labs: Net Sales
Table 299. Indata Labs: Key Strategies
Table 300. Microsoft: Company Snapshot
Table 301. Microsoft: Operating Segments
Table 302. Microsoft: Product Portfolio
Table 303. Microsoft: Net Sales
Table 304. Microsoft: Key Strategies
Table 305. Mindmeld, Inc.: Company Snapshot
Table 306. Mindmeld, Inc.: Operating Segments
Table 307. Mindmeld, Inc.: Product Portfolio
Table 308. Mindmeld, Inc.: Net Sales
Table 309. Mindmeld, Inc.: Key Strategies
Table 310. Nexocode: Company Snapshot
Table 311. Nexocode: Operating Segments
Table 312. Nexocode: Product Portfolio
Table 313. Nexocode: Net Sales
Table 314. Nexocode: Key Strategies
Table 315. Oracle: Company Snapshot
Table 316. Oracle: Operating Segments
Table 317. Oracle: Product Portfolio
Table 318. Oracle: Net Sales
Table 319. Oracle: Key Strategies
Table 320. Verint Systems Inc.: Company Snapshot
Table 321. Verint Systems Inc.: Operating Segments
Table 322. Verint Systems Inc.: Product Portfolio
Table 323. Verint Systems Inc.: Net Sales
Table 324. Verint Systems Inc.: Key Strategies
Table 325. Infinia ML, Inc.: Company Snapshot
Table 326. Infinia ML, Inc.: Operating Segments
Table 327. Infinia ML, Inc.: Product Portfolio
Table 328. Infinia ML, Inc.: Net Sales
Table 329. Infinia ML, Inc.: Key Strategies
Table 330. Thirdeye Data Inc.: Company Snapshot
Table 331. Thirdeye Data Inc.: Operating Segments
Table 332. Thirdeye Data Inc.: Product Portfolio
Table 333. Thirdeye Data Inc.: Net Sales
Table 334. Thirdeye Data Inc.: Key Strategies

List of Figures
Figure 1. Natural Language Processing in Bfsi Market Segmentation
Figure 2. Natural Language Processing in Bfsi Market, 2021-2031
Figure 3. Natural Language Processing in Bfsi Market, 2021-2031
Figure 4. Top Investment Pockets, by Region
Figure 5. Porter Five-1
Figure 6. Porter Five-2
Figure 7. Porter Five-3
Figure 8. Porter Five-4
Figure 9. Porter Five-5
Figure 10. Top Player Positioning
Figure 11. Natural Language Processing in Bfsi Mark.:Drivers, Restraints and Opportunities
Figure 12. Natural Language Processing in Bfsi Market, By Component, 2021(%)
Figure 13. Comparative Share Analysis of Solution Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 14. Comparative Share Analysis of Services Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 15. Natural Language Processing in Bfsi Market, By Deployment Mode, 2021(%)
Figure 16. Comparative Share Analysis of On-Premise Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 17. Comparative Share Analysis of Cloud Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 18. Natural Language Processing in Bfsi Market, By Type, 2021(%)
Figure 19. Comparative Share Analysis of Rule-Based Nlp Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 20. Comparative Share Analysis of Statistical Nlp Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 21. Comparative Share Analysis of Hybrid Nlp Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 22. Natural Language Processing in Bfsi Market, By Organization Size, 2021(%)
Figure 23. Comparative Share Analysis of Large Enterprises Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 24. Comparative Share Analysis of Small and Medium Sized Enterprises Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 25. Natural Language Processing in Bfsi Market, By Technology, 2021(%)
Figure 26. Comparative Share Analysis of Interactive Voice Response (Ivr) Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 27. Comparative Share Analysis of Optical Character Recognition (Ocr) Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 28. Comparative Share Analysis of Text Analysis Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 29. Comparative Share Analysis of Pattern and Image Recognition Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 30. Comparative Share Analysis of Others Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 31. Natural Language Processing in Bfsi Market, By Application, 2021(%)
Figure 32. Comparative Share Analysis of Customer Experience Management Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 33. Comparative Share Analysis of Virtual Assistants/Chatbots Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 34. Comparative Share Analysis of Social Media Monitoring Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 35. Comparative Share Analysis of Sentiment Analysis Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 36. Comparative Share Analysis of Risk and Threat Detection Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 37. Comparative Share Analysis of Claims Processing Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 38. Comparative Share Analysis of Others Natural Language Processing in Bfsi Market, 2021-2031(%)
Figure 39. Natural Language Processing in Bfsi Market by Region, 2021
Figure 40. U.S. Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 41. Canada Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 42. Uk Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 43. Germany Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 44. France Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 45. Italy Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 46. Spain Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 47. Netherlands Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 48. Rest of Europe Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 49. China Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 50. Japan Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 51. India Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 52. Australia Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 53. South Korea Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 54. Singapore Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 55. Rest of Asia-Pacific Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 56. Latin America Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 57. Middle East Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 58. Africa Natural Language Processing in Bfsi Market, 2021-2031($Million)
Figure 59. Top Winning Strategies, by Year
Figure 60. Top Winning Strategies, by Development
Figure 61. Top Winning Strategies, by Company
Figure 62. Product Mapping of Top 10 Players
Figure 63. Competitive Dashboard
Figure 64. Competitive Heatmap of Top 10 Key Players
Figure 65. Accentur.: Net Sales, ($Million)
Figure 66. Accern Corporatio.: Net Sales, ($Million)
Figure 67. Alphabet Inc.: Net Sales, ($Million)
Figure 68. Amazon.Com, Inc.: Net Sales, ($Million)
Figure 69. Artificial Solution.: Net Sales, ($Million)
Figure 70. Css Corp.: Net Sales, ($Million)
Figure 71. Egain Corporatio.: Net Sales, ($Million)
Figure 72. Gnani Innovations Private Limite.: Net Sales, ($Million)
Figure 73. Ib.: Net Sales, ($Million)
Figure 74. Indata Lab.: Net Sales, ($Million)
Figure 75. Microsof.: Net Sales, ($Million)
Figure 76. Mindmeld, Inc.: Net Sales, ($Million)
Figure 77. Nexocod.: Net Sales, ($Million)
Figure 78. Oracl.: Net Sales, ($Million)
Figure 79. Verint Systems Inc.: Net Sales, ($Million)
Figure 80. Infinia Ml, Inc.: Net Sales, ($Million)
Figure 81. Thirdeye Data Inc.: Net Sales, ($Million)

Executive Summary

According to the report, “Natural Language Processing in BFSI Market," the natural language processing in bfsi market was valued at $3.2 billion in 2021, and is estimated to reach $20.3 billion by 2031, growing at a CAGR of 20.5% from 2022 to 2031.

Rise in penetration of internet is increasingly encouraging the creation and usage of innovative technologies, as well as the development of new technologies in PC and computing devices, which drives the growth of natural language processing in BFSI market. These developments have resulted in the rapid development of natural language processing services in BFSI market. Furthermore, the availability of advanced and robust IT infrastructure opens up numerous possibilities for NLP AI, which is expected to provide lucrative opportunities for the market growth. However, lack of skilled workforce and reliability issue can hamper the natural language processing in BFSI market growth.

Furthermore, key players in the global natural language processing in BFSI market are improving their services and trying to provide better products to assist the organizations. For instance, in January 2022, Intel Corporation launched the “OpenVINO toolkit” to accelerate artificial intelligence (AI) across almost all use cases, including automatic speech recognition, emulation of human vision, NLP, recommendation systems, and among others.

On the basis of organization size, the large enterprises segment acquired a major share in the natural language processing in BFSI market in 2021. This is attributed to the fact that large enterprises are integrating their large volume of data through natural language generation to augment their speed, accuracy, and value chain scalability, which provides lucrative opportunities for the market.

Region-wise, North America dominated the natural language processing in BFSI market trends in 2021. This is attributed to the rising need for enhanced customer experience in BFSI sector in the region owing to greater awareness of customer about digital banking. Moreover, the increasing focus on providing advanced technological financial services to the customers by the BFSI industry is propelling the growth of the market in the region.

The demand for natural language processing in BFSI industry has increased considerably during the COVID-19 pandemic. This is attributed to increase in adoption of cloud-based digital platforms by the banking sector, which has aided customers to know digital banking. Moreover, natural language processing in banking trends, such as online banking and digital payments experienced growth during the pandemic period, and is anticipated to remain high during the forecast period. Thus, these factors promoted the growth of the natural language processing in BFSI industry during the pandemic situation.

Key Findings of the Study

  • By technology, the text analysis segment led the highest natural language processing in BFSI market share in terms of revenue in 2021.
  • By application, the claims processing segment is expected to exhibit the fastest growth rate during the forecast period.
  • Region-wise, North America generated the highest revenue in natural language processing in BFSI market size in 2021.
  • The key players operating in the natural language processing in BFSI market analysis include, Accenture, ACCERN CORPORATION, Alphabet Inc., Amazon.com, Inc., Artificial Solutions, CSS Corp., eGain Corporation, Gnani Innovations Private Limited, IBM, InData Labs, Microsoft, MindMeld, Inc., Nexocode, Oracle, Verint Systems Inc., Infinia ML, Inc., and ThirdEye Data Inc. These players have adopted various strategies to increase their market penetration and strengthen their position in the industry.

Companies Mentioned

  • Accenture
  • ACCERN CORPORATION
  • Alphabet Inc.
  • Amazon.com, Inc.
  • Artificial Solutions
  • CSS Corp.
  • eGain Corporation
  • Gnani Innovations Private Limited
  • IBM
  • InData Labs
  • Microsoft
  • MindMeld, Inc.
  • Nexocode
  • Oracle
  • Verint Systems Inc.
  • Infinia ML, Inc.
  • ThirdEye Data Inc.

Methodology

The analyst offers exhaustive research and analysis based on a wide variety of factual inputs, which largely include interviews with industry participants, reliable statistics, and regional intelligence. The in-house industry experts play an instrumental role in designing analytic tools and models, tailored to the requirements of a particular industry segment. The primary research efforts include reaching out participants through mail, tele-conversations, referrals, professional networks, and face-to-face interactions.

They are also in professional corporate relations with various companies that allow them greater flexibility for reaching out to industry participants and commentators for interviews and discussions.

They also refer to a broad array of industry sources for their secondary research, which typically include; however, not limited to:

  • Company SEC filings, annual reports, company websites, broker & financial reports, and investor presentations for competitive scenario and shape of the industry
  • Scientific and technical writings for product information and related preemptions
  • Regional government and statistical databases for macro analysis
  • Authentic news articles and other related releases for market evaluation
  • Internal and external proprietary databases, key market indicators, and relevant press releases for market estimates and forecast

Furthermore, the accuracy of the data will be analyzed and validated by conducting additional primaries with various industry experts and KOLs. They also provide robust post-sales support to clients.

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