TABLE OF CONTENTS
1. EXECUTIVE SUMMARY
2. MARKET INTRODUCTION
2.1. Definition
2.2. Scope of the Study
2.2.1. Research Objective
2.2.2. Assumptions
2.2.3. Limitations
3. RESEARCH METHODOLOGY
3.1. Overview
3.2. Data Mining
3.3. Secondary Research
3.4. Primary Research
3.4.1. Primary Interviews and Information Gathering Process
3.4.2. Breakdown of Primary Respondents
3.5. Forecasting Model
3.6. Market Size Estimation
3.6.1. Bottom-Up Approach
3.6.2. Top-Down Approach
3.7. Data Triangulation
3.8. Validation
4. MARKET DYNAMICS
4.1. Overview
4.2. Drivers
4.3. Restraints
4.4. Opportunities
5. MARKET FACTOR ANALYSIS
5.1. Value Chain Analysis
5.2. Porter’s Five Forces Analysis
5.2.1. Bargaining Power of Suppliers
5.2.2. Bargaining Power of Buyers
5.2.3. Threat of New Entrants
5.2.4. Threat of Substitutes
5.2.5. Intensity of Rivalry
5.3. COVID-19 Impact Analysis
5.3.1. Market Impact Analysis
5.3.2. Regional Impact
5.3.3. Opportunity and Threat Analysis
6. GLOBAL NLP IN FINANCE MARKET, BY OFFERING
6.1. Overview
6.2. Software
6.3. Rule-based NLP Software
6.4. Regular Expression (Regex)
6.5. Finite State Expression (FSMs)
6.6. Named Entity Recognition (NER)
6.7. Part-of-Speech (POS) Tagging
6.8. Statistical NLP Software
6.9. Naibe Bayes
6.10. Logistic Regression
6.11. Support Vector Machines (SVMs)
6.12. Recurrent Neural Networks (RNNs)
6.13. Hybrid NLP Software
6.14. Latent Dirichlet Allocation (LDA)
6.15. Hidden Markov Models (HMMs)
6.16. Conditional Random Fields (CRFs)
6.17. Services
6.18. Professional Services
6.19. Training and Consulting
6.20. System Integration and Implementation
6.21. Support and Maintenance
6.22. Managed Services
7. GLOBAL NLP IN FINANCE MARKET, BY TECHNOLOGY
7.1. Overview
7.2. Machine Learning
7.3. Deep Learning
7.4. Natural Language Generation
7.5. Text Classification
7.6. Topic Modeling
7.7. Emotion Detection
7.8. Other Technologies (Named Entity Recognition, Event Extraction)
8. GLOBAL NLP IN FINANCE MARKET, BY APPLICATION
8.1. Overview
8.2. Sentiment Analysis
8.3. Risk Management and Fraud Detection
8.4. Compliance Monitoring
8.5. Investment Analysis
8.6. Financial News and Market Analysis
8.7. Customer Service and Support
8.8. Document and Contract Analysis
8.9. Speech Recognition and Transcription
8.10. Language Translation
8.11. Other Applications (CRM optimization, Underwriting Assistance)
9. GLOBAL NLP IN FINANCE MARKET, BY VERTICAL
9.1. Overview
9.2. Banking Financial Services Insurance
9.3. Retail and E-Commerce
9.4. Manufacturing
9.5. Healthcare and Life Sciences
9.6. Energy and Utilities
9.7. Transportation and Logistics
10. GLOBAL NLP IN FINANCE MARKET, BY REGION
10.1. Overview
10.2. North America
10.2.1. U.S.
10.2.2. Canada
10.3. Europe
10.3.1. Germany
10.3.2. France
10.3.3. U.K
10.3.4. Italy
10.3.5. Spain
10.3.6. Rest of Europe
10.4. Asia-Pacific
10.4.1. China
10.4.2. India
10.4.3. Japan
10.4.4. South Korea
10.4.5. Australia
10.4.6. Rest of Asia-Pacific
10.5. Rest of the World
10.5.1. Middle East
10.5.2. Africa
10.5.3. Latin America
11. COMPETITIVE LANDSCAPE
11.1. Overview
11.2. Competitive Analysis
11.3. Market Share Analysis
11.4. Major Growth Strategy in the Global NLP in Finance Market,
11.5. Competitive Benchmarking
11.6. Leading Players in Terms of Number of Developments in the Global NLP in Finance Market,
11.7. Key developments and Growth Strategies
11.7.1. New Dosage Form Launch/Type Application
11.7.2. Merger & Acquisitions
11.7.3. Joint Ventures
11.8. Major Players Financial Matrix
11.8.1. Sales & Operating Income, 2022
11.8.2. Major Players R&D Expenditure. 2022
12. COMPANY PROFILES
12.1. MICROSOFT
12.1.1. Company Overview
12.1.2. Financial Overview
12.1.3. Dosage Forms Offered
12.1.4. Key Developments
12.1.5. SWOT Analysis
12.1.6. Key Strategies
12.2. Google
12.2.1. Company Overview
12.2.2. Financial Overview
12.2.3. Dosage Forms Offered
12.2.4. Key Developments
12.2.5. SWOT Analysis
12.2.6. Key Strategies
12.3. AWS
12.3.1. Company Overview
12.3.2. Financial Overview
12.3.3. Dosage Forms Offered
12.3.4. Key Developments
12.3.5. SWOT Analysis
12.3.6. Key Strategies
12.4. Oracle
12.4.1. Company Overview
12.4.2. Financial Overview
12.4.3. Dosage Forms Offered
12.4.4. Key Developments
12.4.5. SWOT Analysis
12.4.6. Key Strategies
12.5. SAS lnstitute
12.5.1. Company Overview
12.5.2. Financial Overview
12.5.3. Dosage Forms Offered
12.5.4. Key Developments
12.5.5. SWOT Analysis
12.5.6. Key Strategies
12.6. QUALTRICS
12.6.1. Company Overview
12.6.2. Financial Overview
12.6.3. Dosage Forms Offered
12.6.4. Key Developments
12.6.5. SWOT Analysis
12.6.6. Key Strategies
12.7. Baidu
12.7.1. Company Overview
12.7.2. Financial Overview
12.7.3. Dosage Forms Offered
12.7.4. Key Developments
12.7.5. SWOT Analysis
12.7.6. Key Strategies
12.8. Inbenta
12.8.1. Company Overview
12.8.2. Financial Overview
12.8.3. Dosage Forms Offered
12.8.4. Key Developments
12.8.5. SWOT Analysis
12.8.6. Key Strategies
12.9. Basis Technology
12.9.1. Company Overview
12.9.2. Financial Overview
12.9.3. Dosage Forms Offered
12.9.4. Key Developments
12.9.5. SWOT Analysis
12.9.6. Key Strategies
12.10. NuanceCommunications
12.10.1. Company Overview
12.10.2. Financial Overview
12.10.3. Dosage Forms Offered
12.10.4. Key Developments
12.10.5. SWOT Analysis
12.10.6. Key Strategies
12.11. Expert.ai
12.11.1. Company Overview
12.11.2. Financial Overview
12.11.3. Dosage Forms Offered
12.11.4. Key Developments
12.11.5. SWOT Analysis
12.11.6. Key Strategies
12.12. LivePerson
12.12.1. Company Overview
12.12.2. Financial Overview
12.12.3. Dosage Forms Offered
12.12.4. Key Developments
12.12.5. SWOT Analysis
12.12.6. Key Strategies
12.13. Veritone
12.13.1. Company Overview
12.13.2. Financial Overview
12.13.3. Dosage Forms Offered
12.13.4. Key Developments
12.13.5. SWOT Analysis
12.13.6. Key Strategies
12.14. Automated lnsights
12.14.1. Company Overview
12.14.2. Financial Overview
12.14.3. Dosage Forms Offered
12.14.4. Key Developments
12.14.5. SWOT Analysis
12.14.6. Key Strategies
12.15. Bitext
12.15.1. Company Overview
12.15.2. Financial Overview
12.15.3. Dosage Forms Offered
12.15.4. Key Developments
12.15.5. SWOT Analysis
12.15.6. Key Strategies
12.16. Conversica
12.16.1. Company Overview
12.16.2. Financial Overview
12.16.3. Dosage Forms Offered
12.16.4. Key Developments
12.16.5. SWOT Analysis
12.16.6. Key Strategies
12.17. Accern
12.17.1. Company Overview
12.17.2. Financial Overview
12.17.3. Dosage Forms Offered
12.17.4. Key Developments
12.17.5. SWOT Analysis
12.17.6. Key Strategies
12.18. Kasisto
12.18.1. Company Overview
12.18.2. Financial Overview
12.18.3. Dosage Forms Offered
12.18.4. Key Developments
12.18.5. SWOT Analysis
12.18.6. Key Strategies
12.19. Kensho
12.19.1. Company Overview
12.19.2. Financial Overview
12.19.3. Dosage Forms Offered
12.19.4. Key Developments
12.19.5. SWOT Analysis
12.19.6. Key Strategies
12.20. ABBYY
12.20.1. Company Overview
12.20.2. Financial Overview
12.20.3. Dosage Forms Offered
12.20.4. Key Developments
12.20.5. SWOT Analysis
12.20.6. Key Strategies
12.21. Mosaic
12.21.1. Company Overview
12.21.2. Financial Overview
12.21.3. Dosage Forms Offered
12.21.4. Key Developments
12.21.5. SWOT Analysis
12.21.6. Key Strategies
12.22. Uniphore
12.22.1. Company Overview
12.22.2. Financial Overview
12.22.3. Dosage Forms Offered
12.22.4. Key Developments
12.22.5. SWOT Analysis
12.22.6. Key Strategies
12.23. Observe.Al
12.23.1. Company Overview
12.23.2. Financial Overview
12.23.3. Dosage Forms Offered
12.23.4. Key Developments
12.23.5. SWOT Analysis
12.23.6. Key Strategies
12.24. Lilt
12.24.1. Company Overview
12.24.2. Financial Overview
12.24.3. Dosage Forms Offered
12.24.4. Key Developments
12.24.5. SWOT Analysis
12.24.6. Key Strategies
12.25. Cognigy
12.25.1. Company Overview
12.25.2. Financial Overview
12.25.3. Dosage Forms Offered
12.25.4. Key Developments
12.25.5. SWOT Analysis
12.25.6. Key Strategies
13. APPENDIX
13.1. References
13.2. Related Reports
LIST OF TABLES
TABLE 1 GLOBAL NLP IN FINANCE MARKET, SYNOPSIS, 2018-2032
TABLE 2 GLOBAL NLP IN FINANCE MARKET, ESTIMATES & FORECAST, 2018-2032 (USD BILLION)
TABLE 3 GLOBAL NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 4 GLOBAL NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 5 GLOBAL NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 6 GLOBAL NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 7 NORTH AMERICA NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 8 NORTH AMERICA NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 9 NORTH AMERICA NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 10 NORTH AMERICA NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 11 NORTH AMERICA NLP IN FINANCE MARKET, BY COUNTRY, 2018-2032 (USD BILLION)
TABLE 12 U.S. NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 13 U.S. NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 14 U.S. NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 15 U.S. NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 16 CANADA NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 17 CANADA NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 18 CANADA NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 19 CANADA NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 20 EUROPE NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 21 EUROPE NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 22 EUROPE NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 23 EUROPE NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 24 EUROPE NLP IN FINANCE MARKET, BY COUNTRY, 2018-2032 (USD BILLION)
TABLE 25 GERMANY NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 26 GERMANY NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 27 GERMANY NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 28 GERMANY NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 29 FRANCE NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 30 FRANCE NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 31 FRANCE NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 32 FRANCE NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 33 ITALY NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 34 ITALY NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 35 ITALY NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 36 ITALY NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 37 SPAIN NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 38 SPAIN NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 39 SPAIN NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 40 SPAIN NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 41 U.K NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 42 U.K NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 43 U.K NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 44 U.K NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 45 REST OF EUROPE NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 46 REST OF EUROPE NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 47 REST OF EUROPE NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 48 REST OF EUROPE NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 49 ASIA PACIFIC NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 50 ASIA PACIFIC NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 51 ASIA PACIFIC NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 52 ASIA PACIFIC NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 53 ASIA PACIFIC NLP IN FINANCE MARKET, BY COUNTRY, 2018-2032 (USD BILLION)
TABLE 54 JAPAN NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 55 JAPAN NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 56 JAPAN NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 57 JAPAN NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 58 CHINA NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 59 CHINA NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 60 CHINA NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 61 CHINA NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 62 INDIA NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 63 INDIA NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 64 INDIA NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 65 INDIA NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 66 AUSTRALIA NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 67 AUSTRALIA NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 68 AUSTRALIA NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 69 AUSTRALIA NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 70 SOUTH KOREA NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 71 SOUTH KOREA NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 72 SOUTH KOREA NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 73 SOUTH KOREA NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 74 REST OF ASIA-PACIFIC NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 75 REST OF ASIA-PACIFIC NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 76 REST OF ASIA-PACIFIC NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 77 REST OF ASIA-PACIFIC NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 78 REST OF WORLD NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 79 REST OF WORLD NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 80 REST OF WORLD NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 81 REST OF WORLD NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 82 REST OF WORLD NLP IN FINANCE MARKET, BY COUNTRY, 2018-2032 (USD BILLION)
TABLE 83 MIDDLE EAST NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 84 MIDDLE EAST NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 85 MIDDLE EAST NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 86 MIDDLE EAST NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 87 AFRICA NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 88 AFRICA NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 89 AFRICA NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 90 AFRICA NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
TABLE 91 LATIN AMERICA NLP IN FINANCE MARKET, BY OFFERING, 2018-2032 (USD BILLION)
TABLE 92 LATIN AMERICA NLP IN FINANCE MARKET, BY TECHNOLOGY, 2018-2032 (USD BILLION)
TABLE 93 LATIN AMERICA NLP IN FINANCE MARKET, BY APPLICATION, 2018-2032 (USD BILLION)
TABLE 94 LATIN AMERICA NLP IN FINANCE MARKET, BY VERTICAL, 2018-2032 (USD BILLION)
LIST OF FIGURES
FIGURE 1 RESEARCH PROCESS
FIGURE 2 MARKET STRUCTURE FOR THE GLOBAL NLP IN FINANCE MARKET
FIGURE 3 MARKET DYNAMICS FOR THE GLOBAL NLP IN FINANCE MARKET
FIGURE 4 GLOBAL NLP IN FINANCE MARKET, SHARE (%), BY OFFERING, 2022
FIGURE 5 GLOBAL NLP IN FINANCE MARKET, SHARE (%), BY TECHNOLOGY, 2022
FIGURE 6 GLOBAL NLP IN FINANCE MARKET, SHARE (%), BY APPLICATION, 2022
FIGURE 7 GLOBAL NLP IN FINANCE MARKET, SHARE (%), BY VERTICAL, 2022
FIGURE 8 GLOBAL NLP IN FINANCE MARKET, SHARE (%), BY REGION, 2022
FIGURE 9 NORTH AMERICA: NLP IN FINANCE MARKET, SHARE (%), BY REGION, 2022
FIGURE 10 EUROPE: NLP IN FINANCE MARKET, SHARE (%), BY REGION, 2022
FIGURE 11 ASIA-PACIFIC: NLP IN FINANCE MARKET, SHARE (%), BY REGION, 2022
FIGURE 12 REST OF THE WORLD: NLP IN FINANCE MARKET, SHARE (%), BY REGION, 2022
FIGURE 13 GLOBAL NLP IN FINANCE MARKET: COMPANY SHARE ANALYSIS, 2022 (%)
FIGURE 14 MICROSOFT: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 15 MICROSOFT: SWOT ANALYSIS
FIGURE 16 GOOGLE: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 17 GOOGLE: SWOT ANALYSIS
FIGURE 18 AWS: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 19 AWS: SWOT ANALYSIS
FIGURE 20 ORACLE: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 21 ORACLE: SWOT ANALYSIS
FIGURE 22 SAS LNSTITUTE.: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 23 SAS LNSTITUTE.: SWOT ANALYSIS
FIGURE 24 QUALTRICS: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 25 QUALTRICS: SWOT ANALYSIS
FIGURE 26 BAIDU: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 27 BAIDU: SWOT ANALYSIS
FIGURE 28 INBENTA: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 29 INBENTA: SWOT ANALYSIS
FIGURE 30 BASIS TECHNOLOGY: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 31 BASIS TECHNOLOGY: SWOT ANALYSIS
FIGURE 32 NUANCECOMMUNICATIONS: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 33 NUANCECOMMUNICATIONS: SWOT ANALYSIS
FIGURE 34 EXPERT.AI: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 35 EXPERT.AI: SWOT ANALYSIS
FIGURE 36 LIVEPERSON: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 37 LIVEPERSON: SWOT ANALYSIS
FIGURE 38 VERITONE: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 39 VERITONE: SWOT ANALYSIS
FIGURE 40 AUTOMATED LNSIGHTS: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 41 AUTOMATED LNSIGHTS: SWOT ANALYSIS
FIGURE 42 BITEXT: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 43 BITEXT: SWOT ANALYSIS
FIGURE 44 CONVERSICA: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 45 CONVERSICA: SWOT ANALYSIS
FIGURE 46 ACCERN: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 47 ACCERN: SWOT ANALYSIS
FIGURE 48 KASISTO: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 49 KASISTO: SWOT ANALYSIS
FIGURE 50 KENSHO: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 51 KENSHO: SWOT ANALYSIS
FIGURE 52 ABBYY: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 53 ABBYY: SWOT ANALYSIS
FIGURE 54 MOSAIC: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 55 MOSAIC: SWOT ANALYSIS
FIGURE 56 UNIPHORE: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 57 UNIPHORE: SWOT ANALYSIS
FIGURE 58 OBSERVE.AL: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 59 OBSERVE.AL: SWOT ANALYSIS
FIGURE 60 LILT: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 61 LILT: SWOT ANALYSIS
FIGURE 62 COGNIGY: FINANCIAL OVERVIEW SNAPSHOT
FIGURE 63 COGNIGY: SWOT ANALYSIS