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市場調查報告書
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1786024

全球認知過程自動化市場

Cognitive Process Automation
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 190 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年，全球認知過程自動化市場規模將達到 358 億美元

全球認知流程自動化市場規模預計在2024年達到82億美元，預計2024年至2030年期間的複合年成長率為27.8%，到2030年將達到358億美元。機器人流程自動化是本報告分析的細分市場之一，預計其複合年成長率將達到31.7%，到分析期結束時規模將達到259億美元。智慧流程自動化細分市場在分析期間的複合年成長率預計將達到20.4%。

美國市場預計將達到 22 億美元，中國市場複合年成長率將達到 26.1%

美國認知過程自動化市場規模預計在2024年達到22億美元。作為世界第二大經濟體，中國預計到2030年市場規模將達到54億美元，在2024-2030年的分析期間內，複合年成長率為26.1%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為25.9%和23.5%。在歐洲，預計德國市場的複合年成長率約為18.7%。

全球認知過程自動化市場－主要趨勢與促進因素摘要

什麼是認知過程自動化？它與傳統自動化有何不同？

認知流程自動化 (CPA) 是一種高階業務流程自動化形式，它整合了人工智慧 (AI)、機器學習 (ML)、自然語言處理 (NLP) 和機器人流程自動化 (RPA)，以創建一個自學習、決策自動化系統。與遵循預定義規則和工作流程的傳統自動化不同，CPA 可以透過分析非結構化資料、識別模式並在無人干預的情況下做出明智的決策來動態調整。該技術透過自動執行複雜的認知任務（例如文件處理、詐欺偵測、索賠管理和 IT 服務台業務）來提高業務效率。 CPA 能夠處理電子郵件、聊天對話、掃描文件和錄音等半結構化和非結構化數據，正在徹底改變金融、醫療保健、供應鏈管理和客戶服務等行業。

企業正在利用註冊會計師 (CPA) 超越基本任務的自動化，實施基於即時數據洞察不斷發展的智慧工作流程。這種能力在銀行和保險等行業尤其重要，因為合規性、準確性和速度至關重要。例如，註冊會計師可以分析客戶交易以偵測異常並標記潛在詐欺行為，從而顯著降低財務風險。同樣，在醫療保健領域，註冊會計師正在透過從患者文件中提取有意義的見解並最佳化臨床決策來改變病歷管理。隨著數位轉型的加速，註冊會計師正成為企業在提高效率的同時保持行業合規性的必備工具。

人工智慧和機器學習如何推動認知過程自動化？

人工智慧和機器學習是認知過程自動化的支柱，使自動化系統能夠持續學習和適應。基於人工智慧的CPA平台可以從海量資料集中獲取洞察，預測結果，並隨著時間的推移不斷最佳化決策流程。機器學習演算法透過模式識別、異常檢測和預測分析來提高CPA的準確性和效率。這種能力在必須快速處理大量資料的行業中尤其有益，例如客戶服務、風險評估和供應鏈管理。

自然語言處理 (NLP) 在註冊會計師 (CPA) 中發揮關鍵作用，它使系統能夠理解、解讀和產生人類語言。這項技術使註冊會計師能夠自動化客戶互動、情緒分析和聊天機器人回應，從而減少服務相關諮詢中對人工干預的需求。此外，人工智慧驅動的圖像和文件識別技術正在透過自動從掃描文件和合約中提取相關資訊，徹底改變銀行和法律服務等行業。深度學習模型的興起使註冊會計師 (CPA) 變得越來越複雜，並催生出能夠推理、從上下文中學習，甚至在高度複雜的工作流程中模擬人類決策流程的自動化解決方案。

哪些產業正在快速採用認知過程自動化？

認知流程自動化 (CPA) 作為一種提升效率、準確性和合規性的能力，正被各行各業廣泛採用。在金融服務業，CPA 正在透過自動化客戶入職、貸款處理和詐欺檢測來改變銀行業務。透過分析交易模式和識別異常，CPA 可以幫助金融機構即時預防欺詐，並減輕合規團隊的負擔。此外，保險業正在利用 CPA 實現理賠處理、承保和風險評估的自動化，從而最大限度地減少人工工作並提升客戶體驗。

在醫療保健領域，CPA 簡化了醫療帳單、病患資料管理和臨床決策支援等行政流程。人工智慧自動化系統可協助醫療保健提供者有效率地管理電子健康記錄(EHR)，並確保準確的資料搜尋和法規遵循。同時，供應鏈和物流行業正在利用 CPA 來增強需求預測、自動化庫存管理並最佳化配送路線規劃。客戶服務中的認知自動化也是一個關鍵應用，人工智慧虛擬助理和聊天機器人可以縮短回應時間並提高客戶滿意度。隨著各行各業不斷認知到 CPA 的優勢，對人工智慧主導的自動化解決方案的需求預計將呈指數級成長。

是什麼推動了認知過程自動化市場的成長？

認知流程自動化市場的成長受到多種因素的推動，包括人工智慧和機器學習的進步、對業務效率日益成長的需求、雲端基礎的自動化平台的日益普及，以及受監管行業對合規性要求的提升。關鍵成長要素之一是人工智慧驅動的自動化工具的演進，這些工具能夠處理複雜數據、理解人類語言並自主決策。這些進步使企業能夠從基於規則的自動化轉向智慧流程自動化，從而減少對人工監督的依賴。

隨著企業尋求最佳化工作流程並降低營運成本，對經濟高效且擴充性的自動化解決方案的需求也是關鍵促進因素。雲端基礎的CPA平台日益普及，使企業無需大量基礎設施投資即可採用人工智慧主導的自動化。此外，金融和醫療保健等面臨嚴格監管要求的行業也擴大採用CPA，以確保遵守不斷變化的法律法規並最大限度地降低風險。超自動化的興起，將CPA與其他自動化技術（例如機器人流程自動化 (RPA)、業務流程管理 (BPM) 和人工智慧主導的分析）結合，進一步加速了市場擴張。隨著企業持續優先考慮數位轉型和流程最佳化，認知過程自動化市場預計將持續成長，並塑造企業自動化的未來。

部分

類型（機器人流程自動化、智慧流程自動化）、應用（機器學習、自然語言處理、模式識別、生物識別、光學字元辨識、其他）、最終用途（BFSI 最終用途、IT 和通訊最終用途、零售和電子商務最終用途、製造業最終用途、醫療保健和生命科學最終用途、其他最終用途）

受訪公司範例

  • AntWorks
  • Appian Corporation
  • Automation Anywhere
  • AutomationEdge
  • Blue Prism
  • Celaton
  • Datamatics Global Services
  • Dynatrace
  • EdgeVerve Systems
  • IBM Watson
  • IPsoft
  • Kofax
  • NICE Ltd.
  • Pegasystems
  • Redwood Software
  • SaaS Labs
  • UiPath
  • Verint Systems
  • WorkFusion

人工智慧整合

全球產業分析師利用可操作的專家內容和人工智慧工具改變市場和競爭情報。

Global Industry Analysts 沒有遵循典型的 LLM 或特定於行業的 SLM查詢，而是建立了一個從世界各地的專家收集的內容庫，其中包括影片錄像、BLOG、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地和進出口（成品和原始設備製造商）情況預測其競爭地位的變化。這種複雜而多面的市場動態預計將以多種方式影響競爭對手，包括銷貨成本(COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
Product Code: MCP30048

Global Cognitive Process Automation Market to Reach US$35.8 Billion by 2030

The global market for Cognitive Process Automation estimated at US$8.2 Billion in the year 2024, is expected to reach US$35.8 Billion by 2030, growing at a CAGR of 27.8% over the analysis period 2024-2030. Robotic Process Automation, one of the segments analyzed in the report, is expected to record a 31.7% CAGR and reach US$25.9 Billion by the end of the analysis period. Growth in the Intelligent Process Automation segment is estimated at 20.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.2 Billion While China is Forecast to Grow at 26.1% CAGR

The Cognitive Process Automation market in the U.S. is estimated at US$2.2 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$5.4 Billion by the year 2030 trailing a CAGR of 26.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 25.9% and 23.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 18.7% CAGR.

Global Cognitive Process Automation Market - Key Trends & Drivers Summarized

What is Cognitive Process Automation and How Does It Differ from Traditional Automation?

Cognitive Process Automation (CPA) is an advanced form of business process automation that integrates artificial intelligence (AI), machine learning (ML), natural language processing (NLP), and robotic process automation (RPA) to create self-learning, decision-making automation systems. Unlike traditional automation, which follows predefined rules and workflows, CPA adapts dynamically by analyzing unstructured data, identifying patterns, and making informed decisions without human intervention. This technology enhances operational efficiency by automating complex cognitive tasks such as document processing, fraud detection, claims management, and IT service desk operations. With the ability to handle semi-structured and unstructured data from emails, chat conversations, scanned documents, and voice recordings, CPA is revolutionizing industries such as finance, healthcare, supply chain management, and customer service.

Organizations are leveraging CPA to go beyond basic task automation and introduce intelligent workflows that continuously evolve based on real-time data insights. This capability is particularly valuable in industries where compliance, accuracy, and speed are critical, such as banking and insurance. For example, CPA can analyze customer transactions to detect anomalies and flag potential fraudulent activities, significantly reducing financial risks. Similarly, in healthcare, CPA is transforming medical records management by extracting meaningful insights from patient documents and optimizing clinical decision-making. As digital transformation accelerates, CPA is becoming an essential tool for enterprises seeking to enhance efficiency while maintaining compliance with industry regulations.

How Are AI and Machine Learning Advancing Cognitive Process Automation?

Artificial intelligence and machine learning are the backbone of cognitive process automation, enabling automation systems to continuously learn and adapt. AI-driven CPA platforms can extract insights from vast datasets, predict outcomes, and refine decision-making processes over time. Machine learning algorithms allow CPA to improve its accuracy and efficiency through pattern recognition, anomaly detection, and predictive analytics. This capability is particularly beneficial in industries where high volumes of data must be processed quickly, such as customer service, risk assessment, and supply chain management.

Natural language processing (NLP) plays a crucial role in CPA, allowing systems to understand, interpret, and generate human language. This technology enables CPA to automate customer interactions, sentiment analysis, and chatbot responses, reducing the need for human intervention in service-related queries. Additionally, AI-driven image and document recognition technologies are revolutionizing sectors such as banking and legal services by automatically extracting relevant information from scanned documents and contracts. With the rise of deep learning models, CPA is becoming increasingly sophisticated, enabling automation solutions that can reason, learn from context, and even simulate human decision-making processes in highly complex workflows.

Which Industries Are Rapidly Adopting Cognitive Process Automation?

Cognitive process automation is witnessing widespread adoption across multiple industries, where its capabilities are enhancing efficiency, accuracy, and compliance. In the financial sector, CPA is transforming banking operations by automating customer onboarding, loan processing, and fraud detection. By analyzing transaction patterns and identifying anomalies, CPA helps financial institutions prevent fraud in real time while reducing the burden on compliance teams. Additionally, the insurance industry is utilizing CPA to automate claims processing, policy underwriting, and risk assessment, minimizing manual effort and enhancing customer experience.

In the healthcare sector, CPA is streamlining administrative processes such as medical billing, patient data management, and clinical decision support. AI-powered automation systems are helping healthcare providers manage electronic health records (EHRs) efficiently, ensuring accurate data retrieval and regulatory compliance. Meanwhile, the supply chain and logistics industry is leveraging CPA to enhance demand forecasting, automate inventory management, and optimize route planning for deliveries. Cognitive automation in customer service is another major application, where AI-driven virtual assistants and chatbots are improving response times and customer satisfaction. As industries continue to recognize the benefits of CPA, the demand for AI-driven automation solutions is expected to grow exponentially.

What is Driving the Growth of the Cognitive Process Automation Market?

The growth in the cognitive process automation market is driven by several factors, including advancements in AI and machine learning, increasing demand for operational efficiency, rising adoption of cloud-based automation platforms, and the need for enhanced compliance in regulated industries. One of the primary growth drivers is the evolution of AI-powered automation tools that can process complex data, understand human language, and make autonomous decisions. These advancements are enabling businesses to transition from rule-based automation to intelligent process automation, reducing dependency on human oversight.

The demand for cost-effective and scalable automation solutions is another key driver, as enterprises seek to optimize workflows and reduce operational expenses. Cloud-based CPA platforms are gaining traction, allowing businesses to deploy AI-driven automation without significant infrastructure investments. Additionally, industries facing stringent regulatory requirements, such as finance and healthcare, are adopting CPA to ensure compliance with evolving laws and minimize risks. The rise of hyperautomation-where CPA integrates with other automation technologies like RPA, business process management (BPM), and AI-driven analytics-is further accelerating market expansion. As organizations continue to prioritize digital transformation and process optimization, the cognitive process automation market is expected to experience sustained growth, shaping the future of enterprise automation.

SCOPE OF STUDY:

The report analyzes the Cognitive Process Automation market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Type (Robotic Process Automation, Intelligent Process Automation); Application (Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application, Other Applications); End-Use (BFSI End-Use, IT and Telecommunication End-Use, Retail and E-commerce End-Use, Manufacturing End-Use, Healthcare and Life Sciences End-Use, Other End-Uses)

Geographic Regions/Countries:

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

Select Competitors (Total 48 Featured) -

  • AntWorks
  • Appian Corporation
  • Automation Anywhere
  • AutomationEdge
  • Blue Prism
  • Celaton
  • Datamatics Global Services
  • Dynatrace
  • EdgeVerve Systems
  • IBM Watson
  • IPsoft
  • Kofax
  • NICE Ltd.
  • Pegasystems
  • Redwood Software
  • SaaS Labs
  • UiPath
  • Verint Systems
  • WorkFusion

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Cognitive Process Automation - 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
    • Rising Demand for End-to-End Business Process Automation Drives Adoption of Cognitive Process Automation
    • Integration of AI, ML, and NLP Enhances Automation Beyond Rule-Based Tasks in Legacy RPA Systems
    • Shift Toward Hyperautomation Strategies Positions CPA as a Core Enabler of Intelligent Digital Workflows
    • Growth of Data-Driven Decision-Making Spurs Adoption of Cognitive Tools That Learn and Adapt in Real-Time
    • Surge in Unstructured Data Processing Needs Boosts Demand for NLP-Powered Automation in Document-Intensive Industries
    • Expansion of Industry-Specific Use Cases Enhances Vertical Market Growth
    • Rising Enterprise Focus on Operational Efficiency and Cost Reduction Strengthens the Business Case for CPA
    • Increased Adoption of Intelligent Virtual Assistants and Chatbots Supports Front-End Cognitive Automation Use Cases
    • Growing Demand for Scalable, Self-Learning Systems Encourages Use of Cognitive Bots in Complex Workflows
    • Integration of CPA With ERP and CRM Platforms Improves End-to-End Business Process Orchestration
    • Advancements in Computer Vision and Cognitive OCR Extend Automation to Visual and Handwritten Data Inputs
    • Increased Emphasis on Business Continuity and Resilience Fuels CPA Deployment in Mission-Critical Processes
    • Improved ROI Measurement and Process Intelligence Tools Strengthen Stakeholder Buy-In for CPA Initiatives
    • Emergence of Low-Code/No-Code Platforms Simplifies Deployment and Democratizes Access to Cognitive Automation
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Cognitive Process Automation Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Process Automation 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 6-Year Perspective for Cognitive Process Automation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Robotic Process Automation 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 5: World 6-Year Perspective for Robotic Process Automation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Intelligent Process Automation 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 7: World 6-Year Perspective for Intelligent Process Automation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for IT & Telecommunication End-Use 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 6-Year Perspective for IT & Telecommunication End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Retail & E-commerce End-Use 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 11: World 6-Year Perspective for Retail & E-commerce End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Manufacturing End-Use 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 13: World 6-Year Perspective for Manufacturing End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Healthcare & Life Sciences End-Use 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 6-Year Perspective for Healthcare & Life Sciences End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Other End-Uses 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 17: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for BFSI End-Use 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 19: World 6-Year Perspective for BFSI End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Machine Learning Application 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 6-Year Perspective for Machine Learning Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Natural Language Processing Application 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 23: World 6-Year Perspective for Natural Language Processing Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Pattern Identification Application 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 25: World 6-Year Perspective for Pattern Identification Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Biometrics Application 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 6-Year Perspective for Biometrics Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Optical Character Recognition Application 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 29: World 6-Year Perspective for Optical Character Recognition Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: 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 31: World 6-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 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Cognitive Process Automation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 32: USA Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Canada 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Cognitive Process Automation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Japan 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 46: Japan Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Japan 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Japan 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • CHINA
    • Cognitive Process Automation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 50: China Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: China 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 52: China Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: China 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 54: China Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: China 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Cognitive Process Automation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Cognitive Process Automation by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe 6-Year Perspective for Cognitive Process Automation by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 58: Europe Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Europe 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 60: Europe Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Europe 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Europe 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • FRANCE
    • Cognitive Process Automation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 64: France Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: France 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 66: France Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: France 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 68: France Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: France 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Cognitive Process Automation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 70: Germany Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Germany 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 72: Germany Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Germany 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 74: Germany Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Germany 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 76: Italy Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Italy 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 78: Italy Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: Italy 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 80: Italy Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Italy 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Cognitive Process Automation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 82: UK Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: UK 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 84: UK Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: UK 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 86: UK Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: UK 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 88: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Rest of Europe 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 90: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Rest of Europe 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 92: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Rest of Europe 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Cognitive Process Automation Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 94: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Asia-Pacific 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 96: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Asia-Pacific 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 98: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Asia-Pacific 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 100: Rest of World Recent Past, Current & Future Analysis for Cognitive Process Automation by Type - Robotic Process Automation and Intelligent Process Automation - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Rest of World 6-Year Perspective for Cognitive Process Automation by Type - Percentage Breakdown of Value Sales for Robotic Process Automation and Intelligent Process Automation for the Years 2025 & 2030
    • TABLE 102: Rest of World Recent Past, Current & Future Analysis for Cognitive Process Automation by End-Use - IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: Rest of World 6-Year Perspective for Cognitive Process Automation by End-Use - Percentage Breakdown of Value Sales for IT & Telecommunication End-Use, Retail & E-commerce End-Use, Manufacturing End-Use, Healthcare & Life Sciences End-Use, Other End-Uses and BFSI End-Use for the Years 2025 & 2030
    • TABLE 104: Rest of World Recent Past, Current & Future Analysis for Cognitive Process Automation by Application - Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Rest of World 6-Year Perspective for Cognitive Process Automation by Application - Percentage Breakdown of Value Sales for Machine Learning Application, Natural Language Processing Application, Pattern Identification Application, Biometrics Application, Optical Character Recognition Application and Other Applications for the Years 2025 & 2030

IV. COMPETITION