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商品編碼

1586669

人工智慧翻譯服務市場 - 全球產業規模、佔有率、趨勢、機會和預測，細分，按類型（線上服務、離線服務）、按應用程式（大型企業和中小企業）、按地區、按競爭，2019-2029F

AI Enabled Translation Services Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, Segmented, By Type (Online Service, Offline Service), By Application (Large Enterprises and SMEs), By Region, By Competition, 2019-2029F

出版日期: 2024年11月08日 | 出版商:

TechSci Research | 英文 182 Pages | 商品交期: 2-3個工作天內

價格

簡介目錄

2023 年，全球人工智慧翻譯服務市場估值為 35.4 億美元，預計到 2029 年將達到 88.3 億美元，預測期內複合年成長率為 16.29%。人工智慧支援的翻譯服務市場是指包含利用人工智慧 (AI) 促進和增強語言翻譯流程的技術和解決方案的行業。這個市場包括一系列服務和工具，旨在藉助人工智慧驅動的技術將書面或口頭內容從一種語言翻譯成另一種語言。與傳統方法相比，這些技術利用先進的機器學習演算法、自然語言處理 (NLP) 和神經網路來提供更準確和上下文相關的翻譯。人工智慧翻譯服務通常整合即時翻譯、自動文字辨識和多語言支援等功能，以滿足全球交流的多樣化需求。該市場迎合各個行業，包括法律、醫療、技術和金融領域，在這些行業中，精確、高效的翻譯至關重要。隨著全球化和數位轉型推動了無縫跨語言通訊的需求，人工智慧翻譯服務變得越來越重要。企業、政府機構和個人利用這些服務來消除語言障礙、加強國際合作並提高資訊的可近性。人工智慧和自然語言處理技術的不斷進步推動了市場的成長，這些技術提高了翻譯的品質和速度，降低了成本，並為處理大量內容提供了可擴展的解決方案。

市場概況
預測期	2025-2029
2023 年市場規模	35.4億美元
2029 年市場規模	88.3億美元
2024-2029 年複合年成長率	16.29%
成長最快的細分市場	中小企業
最大的市場	北美洲

主要市場促進因素

日益成長的全球化和跨境業務營運

人工智慧和機器學習的進步

對多語言內容和全球客戶參與的需求不斷成長

主要市場挑戰

準確性和情境理解挑戰

資料隱私和安全問題

主要市場趨勢

多語言聊天機器人和虛擬助理的擴展

透過人工智慧驅動的解決方案增強本地化能力

細分市場洞察

應用洞察

區域洞察

Global AI Enabled Translation Services Market was valued at USD 3.54 billion in 2023 and is expected to reach USD 8.83 billion by 2029 with a CAGR of 16.29% during the forecast period. The AI Enabled Translation Services Market refers to the sector encompassing technologies and solutions that leverage artificial intelligence (AI) to facilitate and enhance language translation processes. This market includes a range of services and tools designed to translate written or spoken content from one language to another with the aid of AI-driven technologies. These technologies utilize advanced machine learning algorithms, natural language processing (NLP), and neural networks to provide more accurate and contextually relevant translations compared to traditional methods. AI-enabled translation services often integrate features such as real-time translation, automated text recognition, and multilingual support to address the diverse needs of global communication. The market caters to various industries, including legal, medical, technical, and financial sectors, where precise and efficient translation is critical. With globalization and digital transformation driving demand for seamless cross-language communication, AI-enabled translation services are becoming increasingly vital. These services are utilized by businesses, government agencies, and individuals to bridge language barriers, enhance international collaboration, and improve accessibility to information. The market's growth is fueled by continuous advancements in AI and NLP technologies, which enhance the quality and speed of translation, reduce costs, and provide scalable solutions for handling large volumes of content.

Market Overview
Forecast Period	2025-2029
Market Size 2023	USD 3.54 Billion
Market Size 2029	USD 8.83 Billion
CAGR 2024-2029	16.29%
Fastest Growing Segment	SM Es
Largest Market	North America

Key Market Drivers

Growing Globalization and Cross-Border Business Operations

The rapid acceleration of globalization and the expansion of cross-border business operations are key drivers of the Global AI Enabled translation services market. As businesses increasingly operate on an international scale, the demand for effective communication across different languages has never been higher. Multinational companies need to communicate with clients, partners, and employees in various languages to ensure smooth operations and maintain a competitive edge. AI-powered translation services facilitate this by providing accurate and contextually relevant translations in real-time, enabling businesses to bridge language barriers and engage with global audiences more effectively. These services support a wide range of applications, from translating marketing materials and legal documents to facilitating multilingual customer support. The integration of AI and machine learning technologies enhances the quality of translations by continuously learning from vast amounts of data, improving accuracy, and adapting to evolving language trends. Furthermore, AI-driven translation solutions offer scalability and efficiency, allowing businesses to manage large volumes of content without compromising on quality. As companies seek to expand their reach and enter new markets, the ability to communicate effectively in multiple languages becomes crucial. This growing need for seamless cross-language communication drives the demand for advanced AI-enabled translation services, positioning the market for sustained growth.

Advancements in Artificial Intelligence and Machine Learning

Advancements in artificial intelligence (AI) and machine learning (ML) are significant drivers of the Global AI Enabled translation services market. Recent innovations in AI and ML have revolutionized the field of translation by enhancing the accuracy, speed, and contextual relevance of translations. AI algorithms, particularly those based on neural networks, are now capable of understanding and processing complex linguistic nuances, idiomatic expressions, and contextual meanings that were previously challenging for traditional translation methods. Machine learning models improve over time by analyzing vast datasets and learning from user interactions, resulting in progressively more accurate translations. These technological advancements also enable real-time translation capabilities, which are critical for applications such as live multilingual customer support, international webinars, and global conferences. The continuous development of AI and ML technologies drives the evolution of translation services, offering more sophisticated and reliable solutions to meet the diverse needs of businesses and individuals. As these technologies advance, they also become more accessible and cost-effective, further accelerating the adoption of AI-enabled translation services across various industries.

Increasing Demand for Multilingual Content and Global Customer Engagement

The growing demand for multilingual content and global customer engagement is a major driver of the Global AI Enabled translation services market. As businesses expand their digital presence and seek to engage with international audiences, the need for high-quality, multilingual content becomes more pronounced. Effective communication in multiple languages is essential for reaching diverse customer segments, enhancing user experience, and building brand loyalty. AI-powered translation services enable businesses to create and manage content in various languages efficiently, ensuring consistency and quality across all communications. These services support a range of content types, including websites, social media posts, marketing materials, and customer support interactions. By leveraging AI-driven translation tools, businesses can quickly adapt their messaging to different cultural contexts and preferences, improving their ability to connect with global audiences. Additionally, the ability to analyze and understand customer feedback in multiple languages helps businesses gain valuable insights into market trends and customer needs. As the demand for personalized and localized content grows, AI-enabled translation services play a crucial role in enabling businesses to engage with their global customer base effectively, driving the market's expansion.

Key Market Challenges

Accuracy and Contextual Understanding Challenges

One of the significant challenges facing the Global AI Enabled translation services market is ensuring the accuracy and contextual understanding of translations. Despite advancements in machine learning and natural language processing, AI systems often struggle with nuances, idiomatic expressions, and cultural contexts inherent in human languages. For example, phrases or words that carry specific connotations in one language may not have direct equivalents in another, leading to potential misinterpretations or loss of meaning. Additionally, AI translation tools can falter when handling complex sentence structures or specialized jargon, which can result in translations that are technically correct but contextually flawed. This issue is particularly critical in fields like legal, medical, or technical translation, where precision and contextual accuracy are paramount. The limitations of current AI technologies in understanding subtle language nuances and maintaining contextual integrity can undermine the effectiveness of translations, potentially leading to communication breakdowns and decreased user satisfaction. As a result, companies in the AI translation sector must continuously invest in improving algorithms and expanding training data to address these accuracy challenges and provide more reliable translation services.

Data Privacy and Security Concerns

Another significant challenge for the Global AI Enabled translation services market is managing data privacy and security. As AI translation tools often require access to vast amounts of sensitive and personal data to improve their algorithms and provide accurate translations, ensuring the protection of this data is critical. The use of cloud-based platforms for translation services raises concerns about data breaches and unauthorized access, particularly when dealing with confidential business communications or personal information. Regulatory frameworks such as the General Data Protection Regulation (GDPR) in Europe and the California Consumer Privacy Act (CCPA) impose stringent requirements on how companies handle and safeguard personal data. Failure to comply with these regulations can result in severe penalties and damage to a company's reputation. Furthermore, clients may be hesitant to use AI translation services if they are unsure about how their data is being used or if there are concerns about potential misuse. Companies providing AI-enabled translation services must invest in robust data protection measures, including encryption, secure storage, and access controls, to mitigate these privacy and security risks. Addressing these concerns proactively is essential for maintaining customer trust and ensuring the continued growth and adoption of AI translation technologies.

Key Market Trends

Expansion of Multilingual Chatbots and Virtual Assistants

Another significant trend in the Global AI Enabled translation services market is the rapid expansion of multilingual chatbots and virtual assistants. These AI-driven tools are increasingly being utilized by businesses to provide real-time customer support and engagement across various languages. Multilingual chatbots and virtual assistants leverage advanced translation algorithms and natural language processing (NLP) to interact with users in their preferred language, offering a seamless and personalized experience. This trend is driven by the growing need for businesses to cater to a global audience and provide support that transcends language barriers. By incorporating AI-enabled translation services, companies can enhance their customer service capabilities, improve user satisfaction, and expand their reach into new markets. The deployment of multilingual chatbots and virtual assistants also enables businesses to handle a higher volume of customer interactions efficiently, reducing the need for extensive human resources. Furthermore, these AI tools are equipped with learning capabilities that allow them to adapt and refine their language skills over time, resulting in increasingly accurate and contextually appropriate responses. As organizations strive to deliver exceptional customer experiences and maintain competitive advantage in a globalized marketplace, the adoption of multilingual chatbots and virtual assistants powered by AI translation services is expected to continue growing.

Enhanced Localization Capabilities through AI-Driven Solutions

The Global AI Enabled translation services market is witnessing a growing emphasis on enhanced localization capabilities driven by AI-powered solutions. Localization involves adapting content not only in terms of language but also to align with cultural, social, and regional nuances. AI-driven translation services are increasingly incorporating sophisticated algorithms that go beyond mere translation to provide culturally relevant content that resonates with local audiences. This trend is particularly important for businesses operating in diverse regions with varying cultural contexts and consumer preferences. AI technologies, such as machine learning and deep learning, are being utilized to analyze and understand cultural subtleties, enabling more accurate and effective localization of marketing materials, websites, and product information. Additionally, AI-driven localization solutions offer features such as automatic adaptation of images, idiomatic expressions, and cultural references, ensuring that content is appropriately tailored for different markets. As globalization continues to advance and businesses seek to establish a strong presence in international markets, the demand for AI-enhanced localization services is growing. These solutions help companies avoid cultural missteps and enhance their brand reputation by delivering content that is both linguistically accurate and culturally sensitive. The ongoing development and refinement of AI technologies for localization are expected to drive further growth in this segment of the translation services market.

Segmental Insights

Application Insights

The Large Enterprises segment held the largest Market share in 2023. The AI Enabled translation services market, particularly within the Large Enterprises segment, is driven by several key factors that underscore the critical role of advanced translation technologies in global business operations. One primary driver is the increasing need for seamless communication across diverse linguistic and cultural barriers in multinational corporations. Large enterprises, operating on a global scale, require robust translation solutions to facilitate real-time communication, enhance collaboration, and ensure consistency in multilingual content. AI-driven translation services offer unparalleled accuracy and efficiency compared to traditional methods, significantly reducing the time and cost associated with manual translation processes. These advanced solutions leverage machine learning algorithms and natural language processing to provide contextually accurate translations, which is essential for maintaining the integrity of business documents, marketing materials, legal contracts, and customer interactions.

The rise of globalization and the expansion of digital platforms have amplified the demand for AI-enabled translation services, as companies seek to localize their content to cater to regional markets and engage effectively with a diverse audience. AI technologies enable large enterprises to handle vast volumes of content across multiple languages with high precision, ensuring that communications are both effective and culturally relevant. The ability to process and analyze large datasets for linguistic patterns also enhances the continuous improvement of translation quality, offering enterprises a competitive edge in delivering consistent messaging across various channels. Moreover, AI-enabled translation services support the integration of translation tools with other enterprise systems, such as customer relationship management (CRM) and enterprise resource planning (ERP) systems, streamlining workflows and enhancing operational efficiency. The scalability of AI solutions allows large enterprises to adapt to changing business needs and expanding market demands, making these services indispensable for companies aiming to maintain a strong global presence. The increasing adoption of AI-driven translation solutions is also fueled by advancements in technology, including improvements in neural machine translation and the development of sophisticated algorithms that better understand and translate complex language structures. As large enterprises continue to expand their global footprint and interact with diverse stakeholders, the need for reliable, accurate, and efficient translation services remains a significant driver of growth in the AI Enabled translation services market. The convergence of these factors highlights the essential role of AI in facilitating effective communication and collaboration in the international business landscape, driving demand for advanced translation solutions within large enterprises.

Regional Insights

North America region held the largest market share in 2023. The AI Enabled translation services market in North America is experiencing robust growth, driven by several key factors. One significant driver is the increasing globalization of businesses, which necessitates accurate and efficient translation services to facilitate cross-border communication and expand market reach. North American companies, ranging from multinational corporations to small and medium-sized enterprises, are leveraging AI-powered translation solutions to bridge language barriers, enhance customer experiences, and support international operations.

The proliferation of digital content and the need for real-time translation in various sectors, including e-commerce, healthcare, legal, and finance, further fuel demand for advanced AI-driven translation tools. Additionally, the rise of remote work and virtual collaboration has heightened the need for seamless communication across diverse linguistic backgrounds, making AI-enabled translation services essential for maintaining productivity and fostering collaboration in global teams. The advancement of AI technologies, such as natural language processing (NLP) and machine learning, has significantly improved the accuracy and efficiency of translation services, offering more contextually relevant and nuanced translations compared to traditional methods. This technological evolution is driving the adoption of AI-enabled translation solutions in North America, as organizations seek to leverage these capabilities to stay competitive in a rapidly changing global market.

The growing emphasis on personalized customer experiences and localized marketing strategies is pushing companies to adopt AI-driven translation tools that can deliver high-quality, culturally sensitive translations. The availability of cloud-based AI translation platforms also contributes to market growth by providing scalable and cost-effective solutions for businesses of all sizes. Furthermore, the increasing investment in AI research and development by both private and public sectors in North America is accelerating the innovation and deployment of advanced translation technologies. The expansion of AI-enabled translation services is also supported by the rising demand for multilingual content in digital media, education, and customer support, as organizations strive to reach and engage diverse audiences more effectively. Overall, the convergence of these factors is driving the expansion of the AI Enabled translation services market in North America, as businesses and institutions seek to harness the power of AI to enhance their global communication capabilities, improve operational efficiency, and achieve greater market success.

Key Market Players

Alphabet Inc.
Microsoft Corporation
IBM Corporation
Bending Spoons S.p.A.
DeepL SE
Welocalize, Inc.
TransPerfect Global, Inc.,
Lionbridge Technologies, LLC.

Report Scope:

In this report, the Global AI Enabled Translation Services Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

AI Enabled Translation Services Market, By Type:

Online Service
Offline Service

AI Enabled Translation Services Market, By Application:

Large Enterprises
SMEs

AI Enabled Translation Services Market, By Region:

North America
- United States
- Canada
- Mexico
Europe
- France
- United Kingdom
- Italy
- Germany
- Spain
Asia-Pacific
- China
- India
- Japan
- Australia
- South Korea
South America
- Brazil
- Argentina
- Colombia
Middle East & Africa
- South Africa
- Saudi Arabia
- UAE
- Kuwait
- Turkey

Competitive Landscape

Company Profiles: Detailed analysis of the major companies presents in the Global AI Enabled Translation Services Market.

Available Customizations:

Global AI Enabled Translation Services Market report with the given Market data, Tech Sci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

1. Product Overview

1.1. Market Definition
1.2. Scope of the Market
- 1.2.1. Markets Covered
- 1.2.2. Years Considered for Study
1.3. Key Market Segmentations

2. Research Methodology

2.1. Objective of the Study
2.2. Baseline Methodology
2.3. Formulation of the Scope
2.4. Assumptions and Limitations
2.5. Sources of Research
- 2.5.1. Secondary Research
- 2.5.2. Primary Research
2.6. Approach for the Market Study
- 2.6.1. The Bottom-Up Approach
- 2.6.2. The Top-Down Approach
2.7. Methodology Followed for Calculation of Market Size & Market Shares
2.8. Forecasting Methodology
- 2.8.1. Data Triangulation & Validation

3. Executive Summary

4. Voice of Customer

5. Global AI Enabled Translation Services Market Outlook

5.1. Market Size & Forecast
- 5.1.1. By Value
5.2. Market Share & Forecast
- 5.2.1. By Type (Online Service, Offline Service)
- 5.2.2. By Application (Large Enterprises and SMEs)
- 5.2.3. By Company (2023)
- 5.2.4. Market Map

6. North America AI Enabled Translation Services Market Outlook

6.1. Market Size & Forecast
- 6.1.1. By Value
6.2. Market Share & Forecast
- 6.2.1. By Type
- 6.2.2. By Application
- 6.2.3. By Country
6.3. North America: Country Analysis
- 6.3.1. United States AI Enabled Translation Services Market Outlook
  - 6.3.1.1. Market Size & Forecast
    - 6.3.1.1.1. By Value
  - 6.3.1.2. Market Share & Forecast
    - 6.3.1.2.1. By Type
    - 6.3.1.2.2. By Application
- 6.3.2. Canada AI Enabled Translation Services Market Outlook
  - 6.3.2.1. Market Size & Forecast
    - 6.3.2.1.1. By Value
  - 6.3.2.2. Market Share & Forecast
    - 6.3.2.2.1. By Type
    - 6.3.2.2.2. By Application
- 6.3.3. Mexico AI Enabled Translation Services Market Outlook
  - 6.3.3.1. Market Size & Forecast
    - 6.3.3.1.1. By Value
  - 6.3.3.2. Market Share & Forecast
    - 6.3.3.2.1. By Type
    - 6.3.3.2.2. By Application

7. Europe AI Enabled Translation Services Market Outlook

7.1. Market Size & Forecast
- 7.1.1. By Value
7.2. Market Share & Forecast
- 7.2.1. By Type
- 7.2.2. By Application
- 7.2.3. By Country
7.3. Europe: Country Analysis
- 7.3.1. Germany AI Enabled Translation Services Market Outlook
  - 7.3.1.1. Market Size & Forecast
    - 7.3.1.1.1. By Value
  - 7.3.1.2. Market Share & Forecast
    - 7.3.1.2.1. By Type
    - 7.3.1.2.2. By Application
- 7.3.2. United Kingdom AI Enabled Translation Services Market Outlook
  - 7.3.2.1. Market Size & Forecast
    - 7.3.2.1.1. By Value
  - 7.3.2.2. Market Share & Forecast
    - 7.3.2.2.1. By Type
    - 7.3.2.2.2. By Application
- 7.3.3. Italy AI Enabled Translation Services Market Outlook
  - 7.3.3.1. Market Size & Forecast
    - 7.3.3.1.1. By Value
  - 7.3.3.2. Market Share & Forecast
    - 7.3.3.2.1. By Type
    - 7.3.3.2.2. By Application
- 7.3.4. France AI Enabled Translation Services Market Outlook
  - 7.3.4.1. Market Size & Forecast
    - 7.3.4.1.1. By Value
  - 7.3.4.2. Market Share & Forecast
    - 7.3.4.2.1. By Type
    - 7.3.4.2.2. By Application
- 7.3.5. Spain AI Enabled Translation Services Market Outlook
  - 7.3.5.1. Market Size & Forecast
    - 7.3.5.1.1. By Value
  - 7.3.5.2. Market Share & Forecast
    - 7.3.5.2.1. By Type
    - 7.3.5.2.2. By Application

8. Asia-Pacific AI Enabled Translation Services Market Outlook

8.1. Market Size & Forecast
- 8.1.1. By Value
8.2. Market Share & Forecast
- 8.2.1. By Type
- 8.2.2. By Application
- 8.2.3. By Country
8.3. Asia-Pacific: Country Analysis
- 8.3.1. China AI Enabled Translation Services Market Outlook
  - 8.3.1.1. Market Size & Forecast
    - 8.3.1.1.1. By Value
  - 8.3.1.2. Market Share & Forecast
    - 8.3.1.2.1. By Type
    - 8.3.1.2.2. By Application
- 8.3.2. India AI Enabled Translation Services Market Outlook
  - 8.3.2.1. Market Size & Forecast
    - 8.3.2.1.1. By Value
  - 8.3.2.2. Market Share & Forecast
    - 8.3.2.2.1. By Type
    - 8.3.2.2.2. By Application
- 8.3.3. Japan AI Enabled Translation Services Market Outlook
  - 8.3.3.1. Market Size & Forecast
    - 8.3.3.1.1. By Value
  - 8.3.3.2. Market Share & Forecast
    - 8.3.3.2.1. By Type
    - 8.3.3.2.2. By Application
- 8.3.4. South Korea AI Enabled Translation Services Market Outlook
  - 8.3.4.1. Market Size & Forecast
    - 8.3.4.1.1. By Value
  - 8.3.4.2. Market Share & Forecast
    - 8.3.4.2.1. By Type
    - 8.3.4.2.2. By Application
- 8.3.5. Australia AI Enabled Translation Services Market Outlook
  - 8.3.5.1. Market Size & Forecast
    - 8.3.5.1.1. By Value
  - 8.3.5.2. Market Share & Forecast
    - 8.3.5.2.1. By Type
    - 8.3.5.2.2. By Application

9. South America AI Enabled Translation Services Market Outlook

9.1. Market Size & Forecast
- 9.1.1. By Value
9.2. Market Share & Forecast
- 9.2.1. By Type
- 9.2.2. By Application
- 9.2.3. By Country
9.3. South America: Country Analysis
- 9.3.1. Brazil AI Enabled Translation Services Market Outlook
  - 9.3.1.1. Market Size & Forecast
    - 9.3.1.1.1. By Value
  - 9.3.1.2. Market Share & Forecast
    - 9.3.1.2.1. By Type
    - 9.3.1.2.2. By Application
- 9.3.2. Argentina AI Enabled Translation Services Market Outlook
  - 9.3.2.1. Market Size & Forecast
    - 9.3.2.1.1. By Value
  - 9.3.2.2. Market Share & Forecast
    - 9.3.2.2.1. By Type
    - 9.3.2.2.2. By Application
- 9.3.3. Colombia AI Enabled Translation Services Market Outlook
  - 9.3.3.1. Market Size & Forecast
    - 9.3.3.1.1. By Value
  - 9.3.3.2. Market Share & Forecast
    - 9.3.3.2.1. By Type
    - 9.3.3.2.2. By Application

10. Middle East and Africa AI Enabled Translation Services Market Outlook

10.1. Market Size & Forecast
- 10.1.1. By Value
10.2. Market Share & Forecast
- 10.2.1. By Type
- 10.2.2. By Application
- 10.2.3. By Country
10.3. Middle East and Africa: Country Analysis
- 10.3.1. South Africa AI Enabled Translation Services Market Outlook
  - 10.3.1.1. Market Size & Forecast
    - 10.3.1.1.1. By Value
  - 10.3.1.2. Market Share & Forecast
    - 10.3.1.2.1. By Type
    - 10.3.1.2.2. By Application
- 10.3.2. Saudi Arabia AI Enabled Translation Services Market Outlook
  - 10.3.2.1. Market Size & Forecast
    - 10.3.2.1.1. By Value
  - 10.3.2.2. Market Share & Forecast
    - 10.3.2.2.1. By Type
    - 10.3.2.2.2. By Application
- 10.3.3. UAE AI Enabled Translation Services Market Outlook
  - 10.3.3.1. Market Size & Forecast
    - 10.3.3.1.1. By Value
  - 10.3.3.2. Market Share & Forecast
    - 10.3.3.2.1. By Type
    - 10.3.3.2.2. By Application
- 10.3.4. Kuwait AI Enabled Translation Services Market Outlook
  - 10.3.4.1. Market Size & Forecast
    - 10.3.4.1.1. By Value
  - 10.3.4.2. Market Share & Forecast
    - 10.3.4.2.1. By Type
    - 10.3.4.2.2. By Application
- 10.3.5. Turkey AI Enabled Translation Services Market Outlook
  - 10.3.5.1. Market Size & Forecast
    - 10.3.5.1.1. By Value
  - 10.3.5.2. Market Share & Forecast
    - 10.3.5.2.1. By Type
    - 10.3.5.2.2. By Application

11. Market Dynamics

11.1. Drivers
11.2. Challenges

12. Market Trends & Developments

13. Company Profiles

13.1. Alphabet Inc.
- 13.1.1. Business Overview
- 13.1.2. Key Revenue and Financials
- 13.1.3. Recent Developments
- 13.1.4. Key Personnel/Key Contact Person
- 13.1.5. Key Product/Services Offered
13.2. Microsoft Corporation
- 13.2.1. Business Overview
- 13.2.2. Key Revenue and Financials
- 13.2.3. Recent Developments
- 13.2.4. Key Personnel/Key Contact Person
- 13.2.5. Key Product/Services Offered
13.3. IBM Corporation
- 13.3.1. Business Overview
- 13.3.2. Key Revenue and Financials
- 13.3.3. Recent Developments
- 13.3.4. Key Personnel/Key Contact Person
- 13.3.5. Key Product/Services Offered
13.4. Bending Spoons S.p.A.
- 13.4.1. Business Overview
- 13.4.2. Key Revenue and Financials
- 13.4.3. Recent Developments
- 13.4.4. Key Personnel/Key Contact Person
- 13.4.5. Key Product/Services Offered
13.5. DeepL SE
- 13.5.1. Business Overview
- 13.5.2. Key Revenue and Financials
- 13.5.3. Recent Developments
- 13.5.4. Key Personnel/Key Contact Person
- 13.5.5. Key Product/Services Offered
13.6. Welocalize, Inc.
- 13.6.1. Business Overview
- 13.6.2. Key Revenue and Financials
- 13.6.3. Recent Developments
- 13.6.4. Key Personnel/Key Contact Person
- 13.6.5. Key Product/Services Offered
13.7. TransPerfect Global, Inc.,
- 13.7.1. Business Overview
- 13.7.2. Key Revenue and Financials
- 13.7.3. Recent Developments
- 13.7.4. Key Personnel/Key Contact Person
- 13.7.5. Key Product/Services Offered
13.8. Lionbridge Technologies, LLC.
- 13.8.1. Business Overview
- 13.8.2. Key Revenue and Financials
- 13.8.3. Recent Developments
- 13.8.4. Key Personnel/Key Contact Person
- 13.8.5. Key Product/Services Offered