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Natural Language Processing (NLP) in Finance - Global Strategic Business Report

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    Report

  • 210 Pages
  • February 2025
  • Region: Global
  • Global Industry Analysts, Inc
  • ID: 5968940
The global market for Natural Language Processing (NLP) in Finance was valued at US$7.4 Billion in 2024 and is projected to reach US$28.7 Billion by 2030, growing at a CAGR of 25.3% from 2024 to 2030. This comprehensive report provides an in-depth analysis of market trends, drivers, and forecasts, helping you make informed business decisions.

Global Natural Language Processing (NLP) in Finance Market - Key Trends and Drivers Summarized

Natural Language Processing (NLP) is revolutionizing the financial sector by enhancing how financial institutions manage and analyze the vast amounts of unstructured data they accumulate. This data, which is growing annually by 55-65%, includes everything from customer communications and regulatory filings to financial news articles and social media content. Through NLP, which is a subset of artificial intelligence, financial companies are able to automate the processing of this data and extract actionable insights more efficiently. NLP applications in finance include automating document classification, entity recognition, and extraction of financial relationships, which collectively improve decision-making and operational efficiency. By transforming unstructured data into structured, actionable information, NLP enables financial institutions to enhance accuracy, save time, and reduce the need for extensive manual intervention in data handling.

The growth of NLP in finance is driven by several critical factors. The exponential increase in unstructured data necessitates robust tools for data extraction and analysis, making NLP invaluable for financial institutions aiming to leverage this data for strategic planning and decision-making. Enhancing customer experience is another major driver, with NLP enabling more personalized customer interactions through technologies such as chatbots and virtual assistants. These tools automate responses and provide tailored financial advice, significantly improving customer engagement. Additionally, NLP technologies increase operational efficiency by automating routine tasks such as data entry and report generation, which not only accelerates these processes but also minimizes the errors associated with manual tasks. Compliance and risk management are also facilitated by NLP, as it helps monitor and analyze communications to ensure adherence to regulatory standards and identify risky behaviors or transactions.

Advancements in AI and machine learning have significantly improved the capabilities of NLP, making these tools more accurate and efficient in processing natural language. This technological evolution is crucial as it enhances the utility of NLP in financial applications, allowing for better decision-making through deeper insights into market trends and customer behavior. Moreover, the integration of NLP with existing IT infrastructures, including legacy systems, is relatively seamless, promoting its adoption within the financial sector. The competitive pressure among financial institutions to adopt NLP is also a key growth driver, as firms seek to remain relevant and competitive in a rapidly evolving digital landscape. As real-time analytics become increasingly important in finance, NLP supports the timely decision-making required in dynamic markets. These factors collectively contribute to the widespread adoption and ongoing development of NLP in finance, setting new standards for efficiency and customer service in the industry.

Report Scope

The report analyzes the Natural Language Processing (NLP) in Finance market, presented in terms of market value (US$ Thousand). The analysis covers the key segments and geographic regions outlined below.

Segments

Offering (Software, Services); Application (Risk Management & Fraud Detection, Compliance Monitoring, Sentiment Analysis, Investment Analysis, Speech Recognition & Transcription, Customer Service & Support, Financial News & Market Analysis, Other Applications); Vertical (Banking, Financial Services, Insurance, Other Verticals).

Geographic Regions/Countries

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Key Insights:

  • Market Growth: Understand the significant growth trajectory of the NLP Software segment, which is expected to reach US$13.8 Billion by 2030 with a CAGR of a 20.1%. The NLP Services segment is also set to grow at 32% CAGR over the analysis period.
  • Regional Analysis: Gain insights into the U.S. market, valued at $2 Billion in 2024, and China, forecasted to grow at an impressive 24.1% CAGR to reach $4.3 Billion by 2030. Discover growth trends in other key regions, including Japan, Canada, Germany, and the Asia-Pacific.

Report Features:

  • Comprehensive Market Data: Independent analysis of annual sales and market forecasts in US$ Million from 2024 to 2030.
  • In-Depth Regional Analysis: Detailed insights into key markets, including the U.S., China, Japan, Canada, Europe, Asia-Pacific, Latin America, Middle East, and Africa.
  • Company Profiles: Coverage of major players such as Amazon Web Services, Inc., Basis Technology Corporation, Expert.ai, IBM Corporation, John Snow Labs Inc. and more.
  • Complimentary Updates: Receive free report updates for one year to keep you informed of the latest market developments.

Why You Should Buy This Report:

  • Detailed Market Analysis: Access a thorough analysis of the Global Natural Language Processing (NLP) in Finance Market, covering all major geographic regions and market segments.
  • Competitive Insights: Get an overview of the competitive landscape, including the market presence of major players across different geographies.
  • Future Trends and Drivers: Understand the key trends and drivers shaping the future of the Global Natural Language Processing (NLP) in Finance Market.
  • Actionable Insights: Benefit from actionable insights that can help you identify new revenue opportunities and make strategic business decisions.

Key Questions Answered:

  • How is the Global Natural Language Processing (NLP) in Finance Market expected to evolve by 2030?
  • What are the main drivers and restraints affecting the market?
  • Which market segments will grow the most over the forecast period?
  • How will market shares for different regions and segments change by 2030?
  • Who are the leading players in the market, and what are their prospects?

Some of the 23 major companies featured in this Natural Language Processing (NLP) in Finance market report include:

  • Amazon Web Services, Inc.
  • Basis Technology Corporation
  • Expert.ai
  • IBM Corporation
  • John Snow Labs Inc.
  • Oracle Corporation
  • Qualtrics
  • SAS Institute, Inc.
  • Softengi

Table of Contents

I. METHODOLOGYII. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
  • Influencer Market Insights
  • World Market Trajectories
  • Global Economic Update
  • Natural Language Processing (NLP) in Finance - Global Key Competitors Percentage Market Share in 2025 (E)
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
  • NLP Advances Fraud Detection Capabilities, Strengthening Security in Financial Services
  • Sentiment Analysis through NLP Spurs Growth in Customer Insight Acquisition
  • NLP-driven Compliance Monitoring Expands Addressable Market Opportunity in Regulated Industries
  • Chatbots Enhanced with NLP Propel Customer Service Efficiency in Banking
  • Voice Recognition Technology in NLP Sustains Growth in User-friendly Banking Services
  • NLP for Personalized Financial Advice Strengthens Business Case for AI Investment
  • Cross-lingual NLP Capabilities Expand Market Opportunity in Global Finance
  • NLP in Blockchain Applications Throws the Spotlight On Secure Financial Transactions
  • Customer Behavior Analysis through NLP Accelerates Demand in Marketing Strategies
4. GLOBAL MARKET PERSPECTIVE
  • Table 1: World Natural Language Processing (NLP) in Finance Market Analysis of Annual Sales in US$ Million for Years 2022 through 2030
  • Table 2: World Recent Past, Current & Future Analysis for Natural Language Processing (NLP) in Finance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 3: World Historic Review for Natural Language Processing (NLP) in Finance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 4: World 8-Year Perspective for Natural Language Processing (NLP) in Finance by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2022, 2025 & 2030
  • Table 5: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 6: World Historic Review for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 7: World 8-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 8: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 9: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 10: World 8-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 11: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 12: World Historic Review for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 13: World 8-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 14: World Recent Past, Current & Future Analysis for Risk Management & Fraud Detection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 15: World Historic Review for Risk Management & Fraud Detection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 16: World 8-Year Perspective for Risk Management & Fraud Detection by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 17: World Recent Past, Current & Future Analysis for Compliance Monitoring by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 18: World Historic Review for Compliance Monitoring by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 19: World 8-Year Perspective for Compliance Monitoring by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 20: World Recent Past, Current & Future Analysis for Sentiment Analysis by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 21: World Historic Review for Sentiment Analysis by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 22: World 8-Year Perspective for Sentiment Analysis by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 23: World Recent Past, Current & Future Analysis for Investment Analysis by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 24: World Historic Review for Investment Analysis by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 25: World 8-Year Perspective for Investment Analysis by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 26: World Recent Past, Current & Future Analysis for Speech Recognition & Transcription by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 27: World Historic Review for Speech Recognition & Transcription by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 28: World 8-Year Perspective for Speech Recognition & Transcription by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 29: World Recent Past, Current & Future Analysis for Customer Service & Support by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 30: World Historic Review for Customer Service & Support by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 31: World 8-Year Perspective for Customer Service & Support by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 32: World Recent Past, Current & Future Analysis for Financial News & Market Analysis by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 33: World Historic Review for Financial News & Market Analysis by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 34: World 8-Year Perspective for Financial News & Market Analysis by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 35: World Recent Past, Current & Future Analysis for Banking by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 36: World Historic Review for Banking by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 37: World 8-Year Perspective for Banking by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 38: World Recent Past, Current & Future Analysis for Financial Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 39: World Historic Review for Financial Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 40: World 8-Year Perspective for Financial Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 41: World Recent Past, Current & Future Analysis for Insurance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 42: World Historic Review for Insurance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 43: World 8-Year Perspective for Insurance by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
  • Table 44: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
  • Table 45: World Historic Review for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2022 through 2023 and % CAGR
  • Table 46: World 8-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
III. MARKET ANALYSIS
UNITED STATES
  • Natural Language Processing (NLP) in Finance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
CANADA
JAPAN
  • Natural Language Processing (NLP) in Finance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
CHINA
  • Natural Language Processing (NLP) in Finance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
EUROPE
  • Natural Language Processing (NLP) in Finance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
FRANCE
  • Natural Language Processing (NLP) in Finance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
GERMANY
  • Natural Language Processing (NLP) in Finance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
ITALY
UNITED KINGDOM
  • Natural Language Processing (NLP) in Finance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
REST OF EUROPE
ASIA-PACIFIC
  • Natural Language Processing (NLP) in Finance Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
REST OF WORLDIV. COMPETITION

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • Amazon Web Services, Inc.
  • Basis Technology Corporation
  • Expert.ai
  • IBM Corporation
  • John Snow Labs Inc.
  • Oracle Corporation
  • Qualtrics
  • SAS Institute, Inc.
  • Softengi

Table Information