Global Cognitive Computing Market, By Component, By Business Function, By Application, By Technology, By Deployment Mode, By Organization Size, By Industry Vertical, By Region & Segmental Insights Trends and Forecast, 2023 – 2031

  • Industry: Technology
  • Report ID: TNR-110-1025
  • Number of Pages: 420
  • Table/Charts : Yes
  • November, 2023
  • Base Year : 2024
  • No. of Companies : 10+
  • No. of Countries : 29
  • Views : 10302
  • Covid Impact Covered: Yes
  • War Impact Covered: Yes
  • Formats : PDF, Excel, PPT

Cognitive computing, within the realm of artificial intelligence (AI), strives to replicate human cognitive processes. It involves self-learning systems that use data mining, pattern recognition, and natural language processing to analyze vast amounts of information and make decisions or provide insights, similar to how the human brain processes data. In terms of revenue, the global cognitive computing market was worth US$ 32.3 Bn in 2022, anticipated to witness CAGR of 31.3% during 2023 – 2031.Trends in the Global Cognitive Computing Market

  • The present continuous trend in the cognitive computing market is the exponential growth of data and the adoption of advanced analytics. Businesses are continually accumulating vast volumes of data from various sources. To derive actionable insights, they’re increasingly integrating cognitive computing systems, utilizing real-time data analysis to make informed decisions. For instance, industries like e-commerce are employing cognitive algorithms to analyze customer behavior and personalize recommendations, enhancing user experiences. This ongoing reliance on cognitive computing for data-driven decision-making is a significant driver in the market.
  • Presently, rapid advancements in Natural Language Processing (NLP) technologies are propelling the cognitive computing market. NLP enables machines to understand, interpret, and respond to human language, fostering applications like chatbots, voice assistants, and sentiment analysis. This trend is driven by the increasing demand for enhanced human-machine interactions and the automation of customer support. Companies are actively investing in NLP-driven cognitive solutions, aiming to provide more intuitive and responsive experiences for users, reflecting the current trend toward seamless and language-based human-computer interfaces.

Global Cognitive Computing Market Revenue & Forecast, (US$ Million), 2015 – 2031Marketing and sales business function segment has gained popularity in recent years and is anticipated to be the fastest growing segment in the global cognitive computing market during the forecast period. The growth is attributed due to its transformative impact on customer engagement and revenue generation. Cognitive computing leverages data analytics and AI to understand consumer behavior, personalize marketing campaigns, and automate sales processes. As businesses increasingly prioritize data-driven decision-making and customer-centric strategies, the demand for cognitive computing in marketing and sales continues to surge. This segment’s growth is driven by its ability to enhance customer experiences, increase sales efficiency, and boost overall business performance.

IT and telecommunications industry vertical segment had the highest share in the global cognitive computing market in 2022. The dominance stems from the sector’s unique reliance on data-intensive operations and the imperative to stay at the forefront of technological innovation. Cognitive computing solutions help optimize network management, enhance cybersecurity, and automate customer support. For instance, AI-driven virtual assistants in telecommunications have led to an 80% improvement in customer response times. Additionally, the IT industry’s demand for data analytics and automation to improve operational efficiency drives cognitive computing adoption. The sector’s early embrace of AI and data-driven decision-making cements its dominant position in the cognitive computing landscape.

Asia Pacific is expected to witness the highest growth rate in the cognitive computing market during the forecast period. The growth is driven by rapid digital transformation and increased AI adoption across industries. As of 2021, the Asia Pacific region accounted for 61% of global AI-related patent applications, highlighting its commitment to innovation. Countries like China and India are experiencing robust growth in AI-powered applications, particularly in finance and healthcare. Additionally, the rising middle-class population and increasing smartphone penetration create fertile ground for cognitive computing solutions, from virtual assistants to personalized recommendations. This dynamic ecosystem, coupled with government support for AI initiatives, positions Asia Pacific as a hotbed for cognitive computing growth.

Competitive Landscape

Some of the players operating in the cognitive computing market are

  • Amazon Web Services, Inc.
  • Artificial Solutions
  • Cisco
  • CognitiveScale
  • Enterra Solutions
  • Google
  • IBM
  • Microsoft
  • Numenta
  • SAS Institute Inc.
  • SparkCognition
  • TATA Consultancy Services Limited
  • Virtusa Corp.
  • Other Industry Participants

Global Cognitive Computing Market Summary

Report Specifications Details
Market Revenue in 2022 US$ 32.3 Bn
Market Size Forecast by 2031 US$ 423.4 Bn
Growth Rate (CAGR) 31.3%
Historic Data 2015 – 2021
Base Year for Estimation 2022
Forecast Period 2023 – 2031
Report Inclusions Market Size & Estimates, Market Dynamics, Competitive Scenario, Trends, Growth Factors, Market Determinants, Key Investment Segmentation, Product/Service/Solutions Benchmarking
Segments Covered By Component, By Business Function, By Application, By Technology, By Deployment Mode, By Organization Size, By Industry Vertical
Regions Covered North America, Europe, Asia Pacific, Middle East & Africa, Latin America
Countries Covered U.S., Canada, Mexico, Rest of North America,  France, The UK, Spain, Germany, Italy, Nordic Countries (Denmark, Finland, Iceland, Sweden, Norway), Benelux Union (Belgium, The Netherlands, Luxembourg), Rest of Europe,  China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia (Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia), Rest of Asia Pacific,  Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa,  Brazil, Argentina, Rest of Latin America
Key Players Amazon Web Services, Inc., Artificial Solutions, Cisco, CognitiveScale, Enterra Solutions, Google, IBM, Microsoft, Numenta, SAS Institute Inc., SparkCognition, TATA Consultancy Services Limited, Virtusa Corp., Other Industry Participants
Customization Scope Customization allows for the inclusion/modification of content pertaining to geographical regions, countries, and specific market segments.
Pricing & Procurement Options Explore purchase options tailored to your specific research requirements
Contact Details Consult With Our Expert

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Global Cognitive Computing MarketBy Component

  • Platform
  • Services
    • Managed Services
    • Professional Services

By Business Function

  • Marketing and Sales
  • Operations
  • Finance
  • Human Resource
  • Others

By Application

  • Automation
  • Intelligent Virtual Assistants and Chatbots
  • Behavioral Analysis
  • Biometrics
  • Others

By Technology

  • Machine Learning
  • Human Machine Interface (HMI)/Human Computer Interface (HCI)
  • Computer Vision
  • Machine Vision
  • Robotics
  • Deep Learning
  • Natural Language Processing

By Deployment Mode

  • On-Premises
  • Cloud
  • Hybrid

By Organization Size

  • Large Enterprises
  • Small and Medium-Sized Enterprises

By Industry Vertical

  • Banking, Financial Services, and Insurance
  • IT and Telecommunications
  • Retail and Ecommerce
  • Healthcare and Life Sciences
  • Government
  • Travel and Hospitality
  • Manufacturing
  • Media and Entertainment
  • Others

By Region

  • North America (U.S., Canada, Mexico, Rest of North America)
  • Europe (France, The UK, Spain, Germany, Italy, Nordic Countries (Denmark, Finland, Iceland, Sweden, Norway), Benelux Union (Belgium, The Netherlands, Luxembourg), Rest of Europe)
  • Asia Pacific (China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia (Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia), Rest of Asia Pacific)
  • Middle East & Africa (Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa)
  • Latin America (Brazil, Argentina, Rest of Latin America)

Report Coverage & Deliverables 

Table of Contents

.

1.Market Scope
1.1.Market Segmentation
1.2.Years Considered
1.2.1.Historic Years: 2015 – 2021
1.2.2.Base Year: 2022
1.2.3.Forecast Years: 2023 – 2031
2.Key Target Audiences
3.Research Methodology
3.1.Primary Research
3.1.1.Research Questionnaire
3.1.2.Global Percentage Breakdown
3.1.3.Primary Interviews: Key Opinion Leaders (KOLs)
3.2.Secondary Research
3.2.1.Paid Databases
3.2.2.Secondary Sources
3.3.Market Size Estimates
3.3.1.Top-Down Approach
3.3.2.Bottom-Up Approach
3.4.Data Triangulation Methodology
3.5.Research Assumptions
4.Recommendations and Insights from TNR’s Perspective**
5.Holistic Overview of Cognitive Computing Market
6.Market Synopsis: Cognitive Computing Market
7.Cognitive Computing Market Analysis: Qualitative Perspective
7.1.Introduction
7.1.1.Product Definition
7.1.2.Industry Development
7.2.Market Dynamics
7.2.1.Drivers
7.2.2.Restraints
7.2.3.Opportunities
7.2.4.Challenges
7.3.Trends in Cognitive Computing Market
7.4.Market Determinants Radar Chart
7.5.Macro-Economic and Micro-Economic Indicators: Cognitive Computing Market
7.6.Impact of Covid-19 on Cognitive Computing Market
8.Global Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
8.1.Overview
8.1.1.Global Cognitive Computing Market Revenue (US$ Mn)
8.2.Global Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
8.2.1.Platform
8.2.1.1.Definition
8.2.1.2.Market Estimation and Penetration, 2015 – 2022
8.2.1.3.Market Forecast, 2023 – 2031
8.2.1.4.Compound Annual Growth Rate (CAGR)
8.2.1.5.Regional Bifurcation
8.2.1.5.1.North America
8.2.1.5.1.1.Market Estimation, 2015 – 2022
8.2.1.5.1.2.Market Forecast, 2023 – 2031
8.2.1.5.2.Europe
8.2.1.5.2.1.Market Estimation, 2015 – 2022
8.2.1.5.2.2.Market Forecast, 2023 – 2031
8.2.1.5.3.Asia Pacific
8.2.1.5.3.1.Market Estimation, 2015 – 2022
8.2.1.5.3.2.Market Forecast, 2023 – 2031
8.2.1.5.4.Middle East and Africa
8.2.1.5.4.1.Market Estimation, 2015 – 2022
8.2.1.5.4.2.Market Forecast, 2023 – 2031
8.2.1.5.5.Latin America
8.2.1.5.5.1.Market Estimation, 2015 – 2022
8.2.1.5.5.2.Market Forecast, 2023 – 2031
8.2.2.Services (Definition, Market Estimation and Penetration, 2015 – 2022, Market Estimation (2015 – 2022), Market Forecast (2023 – 2031), Compound Annual Growth Rate (CAGR), Regional Bifurcation (North America, Europe, Asia Pacific, Middle East and Africa, Latin America) and Information on Managed Services, Professional Services)
8.2.2.1.Managed Services
8.2.2.2.Professional Services
8.3.Key Segment for Channeling Investments
8.3.1.By Component
9.Global Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
9.1.Overview
9.2.Global Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
9.2.1.Marketing and Sales
9.2.1.1.Definition
9.2.1.2.Market Estimation and Penetration, 2015 – 2022
9.2.1.3.Market Forecast, 2023 – 2031
9.2.1.4.Compound Annual Growth Rate (CAGR)
9.2.1.5.Regional Bifurcation
9.2.1.5.1.North America
9.2.1.5.1.1.Market Estimation, 2015 – 2022
9.2.1.5.1.2.Market Forecast, 2023 – 2031
9.2.1.5.2.Europe
9.2.1.5.2.1.Market Estimation, 2015 – 2022
9.2.1.5.2.2.Market Forecast, 2023 – 2031
9.2.1.5.3.Asia Pacific
9.2.1.5.3.1.Market Estimation, 2015 – 2022
9.2.1.5.3.2.Market Forecast, 2023 – 2031
9.2.1.5.4.Middle East and Africa
9.2.1.5.4.1.Market Estimation, 2015 – 2022
9.2.1.5.4.2.Market Forecast, 2023 – 2031
9.2.1.5.5.Latin America
9.2.1.5.5.1.Market Estimation, 2015 – 2022
9.2.1.5.5.2.Market Forecast, 2023 – 2031
9.2.2.Operations
9.2.2.1.Definition
9.2.2.2.Market Estimation and Penetration, 2015 – 2022
9.2.2.3.Market Forecast, 2023 – 2031
9.2.2.4.Compound Annual Growth Rate (CAGR)
9.2.2.5.Regional Bifurcation
9.2.2.5.1.North America
9.2.2.5.1.1.Market Estimation, 2015 – 2022
9.2.2.5.1.2.Market Forecast, 2023 – 2031
9.2.2.5.2.Europe
9.2.2.5.2.1.Market Estimation, 2015 – 2022
9.2.2.5.2.2.Market Forecast, 2023 – 2031
9.2.2.5.3.Asia Pacific
9.2.2.5.3.1.Market Estimation, 2015 – 2022
9.2.2.5.3.2.Market Forecast, 2023 – 2031
9.2.2.5.4.Middle East and Africa
9.2.2.5.4.1.Market Estimation, 2015 – 2022
9.2.2.5.4.2.Market Forecast, 2023 – 2031
9.2.2.5.5.Latin America
9.2.2.5.5.1.Market Estimation, 2015 – 2022
9.2.2.5.5.2.Market Forecast, 2023 – 2031
9.2.3.Finance
9.2.3.1.Definition
9.2.3.2.Market Estimation and Penetration, 2015 – 2022
9.2.3.3.Market Forecast, 2023 – 2031
9.2.3.4.Compound Annual Growth Rate (CAGR)
9.2.3.5.Regional Bifurcation
9.2.3.5.1.North America
9.2.3.5.1.1.Market Estimation, 2015 – 2022
9.2.3.5.1.2.Market Forecast, 2023 – 2031
9.2.3.5.2.Europe
9.2.3.5.2.1.Market Estimation, 2015 – 2022
9.2.3.5.2.2.Market Forecast, 2023 – 2031
9.2.3.5.3.Asia Pacific
9.2.3.5.3.1.Market Estimation, 2015 – 2022
9.2.3.5.3.2.Market Forecast, 2023 – 2031
9.2.3.5.4.Middle East and Africa
9.2.3.5.4.1.Market Estimation, 2015 – 2022
9.2.3.5.4.2.Market Forecast, 2023 – 2031
9.2.3.5.5.Latin America
9.2.3.5.5.1.Market Estimation, 2015 – 2022
9.2.3.5.5.2.Market Forecast, 2023 – 2031
9.2.4.Human Resource
9.2.4.1.Definition
9.2.4.2.Market Estimation and Penetration, 2015 – 2022
9.2.4.3.Market Forecast, 2023 – 2031
9.2.4.4.Compound Annual Growth Rate (CAGR)
9.2.4.5.Regional Bifurcation
9.2.4.5.1.North America
9.2.4.5.1.1.Market Estimation, 2015 – 2022
9.2.4.5.1.2.Market Forecast, 2023 – 2031
9.2.4.5.2.Europe
9.2.4.5.2.1.Market Estimation, 2015 – 2022
9.2.4.5.2.2.Market Forecast, 2023 – 2031
9.2.4.5.3.Asia Pacific
9.2.4.5.3.1.Market Estimation, 2015 – 2022
9.2.4.5.3.2.Market Forecast, 2023 – 2031
9.2.4.5.4.Middle East and Africa
9.2.4.5.4.1.Market Estimation, 2015 – 2022
9.2.4.5.4.2.Market Forecast, 2023 – 2031
9.2.4.5.5.Latin America
9.2.4.5.5.1.Market Estimation, 2015 – 2022
9.2.4.5.5.2.Market Forecast, 2023 – 2031
9.2.5.Others
9.2.5.1.Definition
9.2.5.2.Market Estimation and Penetration, 2015 – 2022
9.2.5.3.Market Forecast, 2023 – 2031
9.2.5.4.Compound Annual Growth Rate (CAGR)
9.2.5.5.Regional Bifurcation
9.2.5.5.1.North America
9.2.5.5.1.1.Market Estimation, 2015 – 2022
9.2.5.5.1.2.Market Forecast, 2023 – 2031
9.2.5.5.2.Europe
9.2.5.5.2.1.Market Estimation, 2015 – 2022
9.2.5.5.2.2.Market Forecast, 2023 – 2031
9.2.5.5.3.Asia Pacific
9.2.5.5.3.1.Market Estimation, 2015 – 2022
9.2.5.5.3.2.Market Forecast, 2023 – 2031
9.2.5.5.4.Middle East and Africa
9.2.5.5.4.1.Market Estimation, 2015 – 2022
9.2.5.5.4.2.Market Forecast, 2023 – 2031
9.2.5.5.5.Latin America
9.2.5.5.5.1.Market Estimation, 2015 – 2022
9.2.5.5.5.2.Market Forecast, 2023 – 2031
9.3.Key Segment for Channeling Investments
9.3.1.By Business Function
10.Global Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
10.1.Overview
10.2.Global Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
10.2.1.Automation
10.2.1.1.Definition
10.2.1.2.Market Estimation and Penetration, 2015 – 2022
10.2.1.3.Market Forecast, 2023 – 2031
10.2.1.4.Compound Annual Growth Rate (CAGR)
10.2.1.5.Regional Bifurcation
10.2.1.5.1.North America
10.2.1.5.1.1.Market Estimation, 2015 – 2022
10.2.1.5.1.2.Market Forecast, 2023 – 2031
10.2.1.5.2.Europe
10.2.1.5.2.1.Market Estimation, 2015 – 2022
10.2.1.5.2.2.Market Forecast, 2023 – 2031
10.2.1.5.3.Asia Pacific
10.2.1.5.3.1.Market Estimation, 2015 – 2022
10.2.1.5.3.2.Market Forecast, 2023 – 2031
10.2.1.5.4.Middle East and Africa
10.2.1.5.4.1.Market Estimation, 2015 – 2022
10.2.1.5.4.2.Market Forecast, 2023 – 2031
10.2.1.5.5.Latin America
10.2.1.5.5.1.Market Estimation, 2015 – 2022
10.2.1.5.5.2.Market Forecast, 2023 – 2031
10.2.2.Intelligent Virtual Assistants and Chatbots
10.2.2.1.Definition
10.2.2.2.Market Estimation and Penetration, 2015 – 2022
10.2.2.3.Market Forecast, 2023 – 2031
10.2.2.4.Compound Annual Growth Rate (CAGR)
10.2.2.5.Regional Bifurcation
10.2.2.5.1.North America
10.2.2.5.1.1.Market Estimation, 2015 – 2022
10.2.2.5.1.2.Market Forecast, 2023 – 2031
10.2.2.5.2.Europe
10.2.2.5.2.1.Market Estimation, 2015 – 2022
10.2.2.5.2.2.Market Forecast, 2023 – 2031
10.2.2.5.3.Asia Pacific
10.2.2.5.3.1.Market Estimation, 2015 – 2022
10.2.2.5.3.2.Market Forecast, 2023 – 2031
10.2.2.5.4.Middle East and Africa
10.2.2.5.4.1.Market Estimation, 2015 – 2022
10.2.2.5.4.2.Market Forecast, 2023 – 2031
10.2.2.5.5.Latin America
10.2.2.5.5.1.Market Estimation, 2015 – 2022
10.2.2.5.5.2.Market Forecast, 2023 – 2031
10.2.3.Behavioral Analysis
10.2.3.1.Definition
10.2.3.2.Market Estimation and Penetration, 2015 – 2022
10.2.3.3.Market Forecast, 2023 – 2031
10.2.3.4.Compound Annual Growth Rate (CAGR)
10.2.3.5.Regional Bifurcation
10.2.3.5.1.North America
10.2.3.5.1.1.Market Estimation, 2015 – 2022
10.2.3.5.1.2.Market Forecast, 2023 – 2031
10.2.3.5.2.Europe
10.2.3.5.2.1.Market Estimation, 2015 – 2022
10.2.3.5.2.2.Market Forecast, 2023 – 2031
10.2.3.5.3.Asia Pacific
10.2.3.5.3.1.Market Estimation, 2015 – 2022
10.2.3.5.3.2.Market Forecast, 2023 – 2031
10.2.3.5.4.Middle East and Africa
10.2.3.5.4.1.Market Estimation, 2015 – 2022
10.2.3.5.4.2.Market Forecast, 2023 – 2031
10.2.3.5.5.Latin America
10.2.3.5.5.1.Market Estimation, 2015 – 2022
10.2.3.5.5.2.Market Forecast, 2023 – 2031
10.2.4.Biometrics
10.2.4.1.Definition
10.2.4.2.Market Estimation and Penetration, 2015 – 2022
10.2.4.3.Market Forecast, 2023 – 2031
10.2.4.4.Compound Annual Growth Rate (CAGR)
10.2.4.5.Regional Bifurcation
10.2.4.5.1.North America
10.2.4.5.1.1.Market Estimation, 2015 – 2022
10.2.4.5.1.2.Market Forecast, 2023 – 2031
10.2.4.5.2.Europe
10.2.4.5.2.1.Market Estimation, 2015 – 2022
10.2.4.5.2.2.Market Forecast, 2023 – 2031
10.2.4.5.3.Asia Pacific
10.2.4.5.3.1.Market Estimation, 2015 – 2022
10.2.4.5.3.2.Market Forecast, 2023 – 2031
10.2.4.5.4.Middle East and Africa
10.2.4.5.4.1.Market Estimation, 2015 – 2022
10.2.4.5.4.2.Market Forecast, 2023 – 2031
10.2.4.5.5.Latin America
10.2.4.5.5.1.Market Estimation, 2015 – 2022
10.2.4.5.5.2.Market Forecast, 2023 – 2031
10.2.5.Others
10.2.5.1.Definition
10.2.5.2.Market Estimation and Penetration, 2015 – 2022
10.2.5.3.Market Forecast, 2023 – 2031
10.2.5.4.Compound Annual Growth Rate (CAGR)
10.2.5.5.Regional Bifurcation
10.2.5.5.1.North America
10.2.5.5.1.1.Market Estimation, 2015 – 2022
10.2.5.5.1.2.Market Forecast, 2023 – 2031
10.2.5.5.2.Europe
10.2.5.5.2.1.Market Estimation, 2015 – 2022
10.2.5.5.2.2.Market Forecast, 2023 – 2031
10.2.5.5.3.Asia Pacific
10.2.5.5.3.1.Market Estimation, 2015 – 2022
10.2.5.5.3.2.Market Forecast, 2023 – 2031
10.2.5.5.4.Middle East and Africa
10.2.5.5.4.1.Market Estimation, 2015 – 2022
10.2.5.5.4.2.Market Forecast, 2023 – 2031
10.2.5.5.5.Latin America
10.2.5.5.5.1.Market Estimation, 2015 – 2022
10.2.5.5.5.2.Market Forecast, 2023 – 2031
10.3.Key Segment for Channeling Investments
10.3.1.By Application
11.Global Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
11.1.Overview
11.2.Global Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
11.2.1.Machine Learning
11.2.1.1.Definition
11.2.1.2.Market Estimation and Penetration, 2015 – 2022
11.2.1.3.Market Forecast, 2023 – 2031
11.2.1.4.Compound Annual Growth Rate (CAGR)
11.2.1.5.Regional Bifurcation
11.2.1.5.1.North America
11.2.1.5.1.1.Market Estimation, 2015 – 2022
11.2.1.5.1.2.Market Forecast, 2023 – 2031
11.2.1.5.2.Europe
11.2.1.5.2.1.Market Estimation, 2015 – 2022
11.2.1.5.2.2.Market Forecast, 2023 – 2031
11.2.1.5.3.Asia Pacific
11.2.1.5.3.1.Market Estimation, 2015 – 2022
11.2.1.5.3.2.Market Forecast, 2023 – 2031
11.2.1.5.4.Middle East and Africa
11.2.1.5.4.1.Market Estimation, 2015 – 2022
11.2.1.5.4.2.Market Forecast, 2023 – 2031
11.2.1.5.5.Latin America
11.2.1.5.5.1.Market Estimation, 2015 – 2022
11.2.1.5.5.2.Market Forecast, 2023 – 2031
11.2.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
11.2.2.1.Definition
11.2.2.2.Market Estimation and Penetration, 2015 – 2022
11.2.2.3.Market Forecast, 2023 – 2031
11.2.2.4.Compound Annual Growth Rate (CAGR)
11.2.2.5.Regional Bifurcation
11.2.2.5.1.North America
11.2.2.5.1.1.Market Estimation, 2015 – 2022
11.2.2.5.1.2.Market Forecast, 2023 – 2031
11.2.2.5.2.Europe
11.2.2.5.2.1.Market Estimation, 2015 – 2022
11.2.2.5.2.2.Market Forecast, 2023 – 2031
11.2.2.5.3.Asia Pacific
11.2.2.5.3.1.Market Estimation, 2015 – 2022
11.2.2.5.3.2.Market Forecast, 2023 – 2031
11.2.2.5.4.Middle East and Africa
11.2.2.5.4.1.Market Estimation, 2015 – 2022
11.2.2.5.4.2.Market Forecast, 2023 – 2031
11.2.2.5.5.Latin America
11.2.2.5.5.1.Market Estimation, 2015 – 2022
11.2.2.5.5.2.Market Forecast, 2023 – 2031
11.2.3.Computer Vision
11.2.3.1.Definition
11.2.3.2.Market Estimation and Penetration, 2015 – 2022
11.2.3.3.Market Forecast, 2023 – 2031
11.2.3.4.Compound Annual Growth Rate (CAGR)
11.2.3.5.Regional Bifurcation
11.2.3.5.1.North America
11.2.3.5.1.1.Market Estimation, 2015 – 2022
11.2.3.5.1.2.Market Forecast, 2023 – 2031
11.2.3.5.2.Europe
11.2.3.5.2.1.Market Estimation, 2015 – 2022
11.2.3.5.2.2.Market Forecast, 2023 – 2031
11.2.3.5.3.Asia Pacific
11.2.3.5.3.1.Market Estimation, 2015 – 2022
11.2.3.5.3.2.Market Forecast, 2023 – 2031
11.2.3.5.4.Middle East and Africa
11.2.3.5.4.1.Market Estimation, 2015 – 2022
11.2.3.5.4.2.Market Forecast, 2023 – 2031
11.2.3.5.5.Latin America
11.2.3.5.5.1.Market Estimation, 2015 – 2022
11.2.3.5.5.2.Market Forecast, 2023 – 2031
11.2.4.Machine Vision
11.2.4.1.Definition
11.2.4.2.Market Estimation and Penetration, 2015 – 2022
11.2.4.3.Market Forecast, 2023 – 2031
11.2.4.4.Compound Annual Growth Rate (CAGR)
11.2.4.5.Regional Bifurcation
11.2.4.5.1.North America
11.2.4.5.1.1.Market Estimation, 2015 – 2022
11.2.4.5.1.2.Market Forecast, 2023 – 2031
11.2.4.5.2.Europe
11.2.4.5.2.1.Market Estimation, 2015 – 2022
11.2.4.5.2.2.Market Forecast, 2023 – 2031
11.2.4.5.3.Asia Pacific
11.2.4.5.3.1.Market Estimation, 2015 – 2022
11.2.4.5.3.2.Market Forecast, 2023 – 2031
11.2.4.5.4.Middle East and Africa
11.2.4.5.4.1.Market Estimation, 2015 – 2022
11.2.4.5.4.2.Market Forecast, 2023 – 2031
11.2.4.5.5.Latin America
11.2.4.5.5.1.Market Estimation, 2015 – 2022
11.2.4.5.5.2.Market Forecast, 2023 – 2031
11.2.5.Robotics
11.2.5.1.Definition
11.2.5.2.Market Estimation and Penetration, 2015 – 2022
11.2.5.3.Market Forecast, 2023 – 2031
11.2.5.4.Compound Annual Growth Rate (CAGR)
11.2.5.5.Regional Bifurcation
11.2.5.5.1.North America
11.2.5.5.1.1.Market Estimation, 2015 – 2022
11.2.5.5.1.2.Market Forecast, 2023 – 2031
11.2.5.5.2.Europe
11.2.5.5.2.1.Market Estimation, 2015 – 2022
11.2.5.5.2.2.Market Forecast, 2023 – 2031
11.2.5.5.3.Asia Pacific
11.2.5.5.3.1.Market Estimation, 2015 – 2022
11.2.5.5.3.2.Market Forecast, 2023 – 2031
11.2.5.5.4.Middle East and Africa
11.2.5.5.4.1.Market Estimation, 2015 – 2022
11.2.5.5.4.2.Market Forecast, 2023 – 2031
11.2.5.5.5.Latin America
11.2.5.5.5.1.Market Estimation, 2015 – 2022
11.2.5.5.5.2.Market Forecast, 2023 – 2031
11.2.6.Deep Learning
11.2.6.1.Definition
11.2.6.2.Market Estimation and Penetration, 2015 – 2022
11.2.6.3.Market Forecast, 2023 – 2031
11.2.6.4.Compound Annual Growth Rate (CAGR)
11.2.6.5.Regional Bifurcation
11.2.6.5.1.North America
11.2.6.5.1.1.Market Estimation, 2015 – 2022
11.2.6.5.1.2.Market Forecast, 2023 – 2031
11.2.6.5.2.Europe
11.2.6.5.2.1.Market Estimation, 2015 – 2022
11.2.6.5.2.2.Market Forecast, 2023 – 2031
11.2.6.5.3.Asia Pacific
11.2.6.5.3.1.Market Estimation, 2015 – 2022
11.2.6.5.3.2.Market Forecast, 2023 – 2031
11.2.6.5.4.Middle East and Africa
11.2.6.5.4.1.Market Estimation, 2015 – 2022
11.2.6.5.4.2.Market Forecast, 2023 – 2031
11.2.6.5.5.Latin America
11.2.6.5.5.1.Market Estimation, 2015 – 2022
11.2.6.5.5.2.Market Forecast, 2023 – 2031
11.2.7.Natural Language Processing
11.2.7.1.Definition
11.2.7.2.Market Estimation and Penetration, 2015 – 2022
11.2.7.3.Market Forecast, 2023 – 2031
11.2.7.4.Compound Annual Growth Rate (CAGR)
11.2.7.5.Regional Bifurcation
11.2.7.5.1.North America
11.2.7.5.1.1.Market Estimation, 2015 – 2022
11.2.7.5.1.2.Market Forecast, 2023 – 2031
11.2.7.5.2.Europe
11.2.7.5.2.1.Market Estimation, 2015 – 2022
11.2.7.5.2.2.Market Forecast, 2023 – 2031
11.2.7.5.3.Asia Pacific
11.2.7.5.3.1.Market Estimation, 2015 – 2022
11.2.7.5.3.2.Market Forecast, 2023 – 2031
11.2.7.5.4.Middle East and Africa
11.2.7.5.4.1.Market Estimation, 2015 – 2022
11.2.7.5.4.2.Market Forecast, 2023 – 2031
11.2.7.5.5.Latin America
11.2.7.5.5.1.Market Estimation, 2015 – 2022
11.2.7.5.5.2.Market Forecast, 2023 – 2031
11.3.Key Segment for Channeling Investments
11.3.1.By Technology
12.Global Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
12.1.Overview
12.2.Global Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
12.2.1.On-Premises
12.2.1.1.Definition
12.2.1.2.Market Estimation and Penetration, 2015 – 2022
12.2.1.3.Market Forecast, 2023 – 2031
12.2.1.4.Compound Annual Growth Rate (CAGR)
12.2.1.5.Regional Bifurcation
12.2.1.5.1.North America
12.2.1.5.1.1.Market Estimation, 2015 – 2022
12.2.1.5.1.2.Market Forecast, 2023 – 2031
12.2.1.5.2.Europe
12.2.1.5.2.1.Market Estimation, 2015 – 2022
12.2.1.5.2.2.Market Forecast, 2023 – 2031
12.2.1.5.3.Asia Pacific
12.2.1.5.3.1.Market Estimation, 2015 – 2022
12.2.1.5.3.2.Market Forecast, 2023 – 2031
12.2.1.5.4.Middle East and Africa
12.2.1.5.4.1.Market Estimation, 2015 – 2022
12.2.1.5.4.2.Market Forecast, 2023 – 2031
12.2.1.5.5.Latin America
12.2.1.5.5.1.Market Estimation, 2015 – 2022
12.2.1.5.5.2.Market Forecast, 2023 – 2031
12.2.2.Cloud
12.2.2.1.Definition
12.2.2.2.Market Estimation and Penetration, 2015 – 2022
12.2.2.3.Market Forecast, 2023 – 2031
12.2.2.4.Compound Annual Growth Rate (CAGR)
12.2.2.5.Regional Bifurcation
12.2.2.5.1.North America
12.2.2.5.1.1.Market Estimation, 2015 – 2022
12.2.2.5.1.2.Market Forecast, 2023 – 2031
12.2.2.5.2.Europe
12.2.2.5.2.1.Market Estimation, 2015 – 2022
12.2.2.5.2.2.Market Forecast, 2023 – 2031
12.2.2.5.3.Asia Pacific
12.2.2.5.3.1.Market Estimation, 2015 – 2022
12.2.2.5.3.2.Market Forecast, 2023 – 2031
12.2.2.5.4.Middle East and Africa
12.2.2.5.4.1.Market Estimation, 2015 – 2022
12.2.2.5.4.2.Market Forecast, 2023 – 2031
12.2.2.5.5.Latin America
12.2.2.5.5.1.Market Estimation, 2015 – 2022
12.2.2.5.5.2.Market Forecast, 2023 – 2031
12.2.3.Hybrid
12.2.3.1.Definition
12.2.3.2.Market Estimation and Penetration, 2015 – 2022
12.2.3.3.Market Forecast, 2023 – 2031
12.2.3.4.Compound Annual Growth Rate (CAGR)
12.2.3.5.Regional Bifurcation
12.2.3.5.1.North America
12.2.3.5.1.1.Market Estimation, 2015 – 2022
12.2.3.5.1.2.Market Forecast, 2023 – 2031
12.2.3.5.2.Europe
12.2.3.5.2.1.Market Estimation, 2015 – 2022
12.2.3.5.2.2.Market Forecast, 2023 – 2031
12.2.3.5.3.Asia Pacific
12.2.3.5.3.1.Market Estimation, 2015 – 2022
12.2.3.5.3.2.Market Forecast, 2023 – 2031
12.2.3.5.4.Middle East and Africa
12.2.3.5.4.1.Market Estimation, 2015 – 2022
12.2.3.5.4.2.Market Forecast, 2023 – 2031
12.2.3.5.5.Latin America
12.2.3.5.5.1.Market Estimation, 2015 – 2022
12.2.3.5.5.2.Market Forecast, 2023 – 2031
12.3.Key Segment for Channeling Investments
12.3.1.By Deployment Mode
13.Global Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
13.1.Overview
13.2.Global Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
13.2.1.Large Enterprises
13.2.1.1.Definition
13.2.1.2.Market Estimation and Penetration, 2015 – 2022
13.2.1.3.Market Forecast, 2023 – 2031
13.2.1.4.Compound Annual Growth Rate (CAGR)
13.2.1.5.Regional Bifurcation
13.2.1.5.1.North America
13.2.1.5.1.1.Market Estimation, 2015 – 2022
13.2.1.5.1.2.Market Forecast, 2023 – 2031
13.2.1.5.2.Europe
13.2.1.5.2.1.Market Estimation, 2015 – 2022
13.2.1.5.2.2.Market Forecast, 2023 – 2031
13.2.1.5.3.Asia Pacific
13.2.1.5.3.1.Market Estimation, 2015 – 2022
13.2.1.5.3.2.Market Forecast, 2023 – 2031
13.2.1.5.4.Middle East and Africa
13.2.1.5.4.1.Market Estimation, 2015 – 2022
13.2.1.5.4.2.Market Forecast, 2023 – 2031
13.2.1.5.5.Latin America
13.2.1.5.5.1.Market Estimation, 2015 – 2022
13.2.1.5.5.2.Market Forecast, 2023 – 2031
13.2.2.Small and Medium-Sized Enterprises
13.2.2.1.Definition
13.2.2.2.Market Estimation and Penetration, 2015 – 2022
13.2.2.3.Market Forecast, 2023 – 2031
13.2.2.4.Compound Annual Growth Rate (CAGR)
13.2.2.5.Regional Bifurcation
13.2.2.5.1.North America
13.2.2.5.1.1.Market Estimation, 2015 – 2022
13.2.2.5.1.2.Market Forecast, 2023 – 2031
13.2.2.5.2.Europe
13.2.2.5.2.1.Market Estimation, 2015 – 2022
13.2.2.5.2.2.Market Forecast, 2023 – 2031
13.2.2.5.3.Asia Pacific
13.2.2.5.3.1.Market Estimation, 2015 – 2022
13.2.2.5.3.2.Market Forecast, 2023 – 2031
13.2.2.5.4.Middle East and Africa
13.2.2.5.4.1.Market Estimation, 2015 – 2022
13.2.2.5.4.2.Market Forecast, 2023 – 2031
13.2.2.5.5.Latin America
13.2.2.5.5.1.Market Estimation, 2015 – 2022
13.2.2.5.5.2.Market Forecast, 2023 – 2031
13.3.Key Segment for Channeling Investments
13.3.1.By Organization Size
14.Global Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
14.1.Overview
14.2.Global Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
14.2.1.Banking, Financial Services, and Insurance
14.2.1.1.Definition
14.2.1.2.Market Estimation and Penetration, 2015 – 2022
14.2.1.3.Market Forecast, 2023 – 2031
14.2.1.4.Compound Annual Growth Rate (CAGR)
14.2.1.5.Regional Bifurcation
14.2.1.5.1.North America
14.2.1.5.1.1.Market Estimation, 2015 – 2022
14.2.1.5.1.2.Market Forecast, 2023 – 2031
14.2.1.5.2.Europe
14.2.1.5.2.1.Market Estimation, 2015 – 2022
14.2.1.5.2.2.Market Forecast, 2023 – 2031
14.2.1.5.3.Asia Pacific
14.2.1.5.3.1.Market Estimation, 2015 – 2022
14.2.1.5.3.2.Market Forecast, 2023 – 2031
14.2.1.5.4.Middle East and Africa
14.2.1.5.4.1.Market Estimation, 2015 – 2022
14.2.1.5.4.2.Market Forecast, 2023 – 2031
14.2.1.5.5.Latin America
14.2.1.5.5.1.Market Estimation, 2015 – 2022
14.2.1.5.5.2.Market Forecast, 2023 – 2031
14.2.2.IT and Telecommunications
14.2.2.1.Definition
14.2.2.2.Market Estimation and Penetration, 2015 – 2022
14.2.2.3.Market Forecast, 2023 – 2031
14.2.2.4.Compound Annual Growth Rate (CAGR)
14.2.2.5.Regional Bifurcation
14.2.2.5.1.North America
14.2.2.5.1.1.Market Estimation, 2015 – 2022
14.2.2.5.1.2.Market Forecast, 2023 – 2031
14.2.2.5.2.Europe
14.2.2.5.2.1.Market Estimation, 2015 – 2022
14.2.2.5.2.2.Market Forecast, 2023 – 2031
14.2.2.5.3.Asia Pacific
14.2.2.5.3.1.Market Estimation, 2015 – 2022
14.2.2.5.3.2.Market Forecast, 2023 – 2031
14.2.2.5.4.Middle East and Africa
14.2.2.5.4.1.Market Estimation, 2015 – 2022
14.2.2.5.4.2.Market Forecast, 2023 – 2031
14.2.2.5.5.Latin America
14.2.2.5.5.1.Market Estimation, 2015 – 2022
14.2.2.5.5.2.Market Forecast, 2023 – 2031
14.2.3.Retail and Ecommerce
14.2.3.1.Definition
14.2.3.2.Market Estimation and Penetration, 2015 – 2022
14.2.3.3.Market Forecast, 2023 – 2031
14.2.3.4.Compound Annual Growth Rate (CAGR)
14.2.3.5.Regional Bifurcation
14.2.3.5.1.North America
14.2.3.5.1.1.Market Estimation, 2015 – 2022
14.2.3.5.1.2.Market Forecast, 2023 – 2031
14.2.3.5.2.Europe
14.2.3.5.2.1.Market Estimation, 2015 – 2022
14.2.3.5.2.2.Market Forecast, 2023 – 2031
14.2.3.5.3.Asia Pacific
14.2.3.5.3.1.Market Estimation, 2015 – 2022
14.2.3.5.3.2.Market Forecast, 2023 – 2031
14.2.3.5.4.Middle East and Africa
14.2.3.5.4.1.Market Estimation, 2015 – 2022
14.2.3.5.4.2.Market Forecast, 2023 – 2031
14.2.3.5.5.Latin America
14.2.3.5.5.1.Market Estimation, 2015 – 2022
14.2.3.5.5.2.Market Forecast, 2023 – 2031
14.2.4.Healthcare and Life Sciences
14.2.4.1.Definition
14.2.4.2.Market Estimation and Penetration, 2015 – 2022
14.2.4.3.Market Forecast, 2023 – 2031
14.2.4.4.Compound Annual Growth Rate (CAGR)
14.2.4.5.Regional Bifurcation
14.2.4.5.1.North America
14.2.4.5.1.1.Market Estimation, 2015 – 2022
14.2.4.5.1.2.Market Forecast, 2023 – 2031
14.2.4.5.2.Europe
14.2.4.5.2.1.Market Estimation, 2015 – 2022
14.2.4.5.2.2.Market Forecast, 2023 – 2031
14.2.4.5.3.Asia Pacific
14.2.4.5.3.1.Market Estimation, 2015 – 2022
14.2.4.5.3.2.Market Forecast, 2023 – 2031
14.2.4.5.4.Middle East and Africa
14.2.4.5.4.1.Market Estimation, 2015 – 2022
14.2.4.5.4.2.Market Forecast, 2023 – 2031
14.2.4.5.5.Latin America
14.2.4.5.5.1.Market Estimation, 2015 – 2022
14.2.4.5.5.2.Market Forecast, 2023 – 2031
14.2.5.Government
14.2.5.1.Definition
14.2.5.2.Market Estimation and Penetration, 2015 – 2022
14.2.5.3.Market Forecast, 2023 – 2031
14.2.5.4.Compound Annual Growth Rate (CAGR)
14.2.5.5.Regional Bifurcation
14.2.5.5.1.North America
14.2.5.5.1.1.Market Estimation, 2015 – 2022
14.2.5.5.1.2.Market Forecast, 2023 – 2031
14.2.5.5.2.Europe
14.2.5.5.2.1.Market Estimation, 2015 – 2022
14.2.5.5.2.2.Market Forecast, 2023 – 2031
14.2.5.5.3.Asia Pacific
14.2.5.5.3.1.Market Estimation, 2015 – 2022
14.2.5.5.3.2.Market Forecast, 2023 – 2031
14.2.5.5.4.Middle East and Africa
14.2.5.5.4.1.Market Estimation, 2015 – 2022
14.2.5.5.4.2.Market Forecast, 2023 – 2031
14.2.5.5.5.Latin America
14.2.5.5.5.1.Market Estimation, 2015 – 2022
14.2.5.5.5.2.Market Forecast, 2023 – 2031
14.2.6.Travel and Hospitality
14.2.6.1.Definition
14.2.6.2.Market Estimation and Penetration, 2015 – 2022
14.2.6.3.Market Forecast, 2023 – 2031
14.2.6.4.Compound Annual Growth Rate (CAGR)
14.2.6.5.Regional Bifurcation
14.2.6.5.1.North America
14.2.6.5.1.1.Market Estimation, 2015 – 2022
14.2.6.5.1.2.Market Forecast, 2023 – 2031
14.2.6.5.2.Europe
14.2.6.5.2.1.Market Estimation, 2015 – 2022
14.2.6.5.2.2.Market Forecast, 2023 – 2031
14.2.6.5.3.Asia Pacific
14.2.6.5.3.1.Market Estimation, 2015 – 2022
14.2.6.5.3.2.Market Forecast, 2023 – 2031
14.2.6.5.4.Middle East and Africa
14.2.6.5.4.1.Market Estimation, 2015 – 2022
14.2.6.5.4.2.Market Forecast, 2023 – 2031
14.2.6.5.5.Latin America
14.2.6.5.5.1.Market Estimation, 2015 – 2022
14.2.6.5.5.2.Market Forecast, 2023 – 2031
14.2.7.Manufacturing
14.2.7.1.Definition
14.2.7.2.Market Estimation and Penetration, 2015 – 2022
14.2.7.3.Market Forecast, 2023 – 2031
14.2.7.4.Compound Annual Growth Rate (CAGR)
14.2.7.5.Regional Bifurcation
14.2.7.5.1.North America
14.2.7.5.1.1.Market Estimation, 2015 – 2022
14.2.7.5.1.2.Market Forecast, 2023 – 2031
14.2.7.5.2.Europe
14.2.7.5.2.1.Market Estimation, 2015 – 2022
14.2.7.5.2.2.Market Forecast, 2023 – 2031
14.2.7.5.3.Asia Pacific
14.2.7.5.3.1.Market Estimation, 2015 – 2022
14.2.7.5.3.2.Market Forecast, 2023 – 2031
14.2.7.5.4.Middle East and Africa
14.2.7.5.4.1.Market Estimation, 2015 – 2022
14.2.7.5.4.2.Market Forecast, 2023 – 2031
14.2.7.5.5.Latin America
14.2.7.5.5.1.Market Estimation, 2015 – 2022
14.2.7.5.5.2.Market Forecast, 2023 – 2031
14.2.8.Media and Entertainment
14.2.8.1.Definition
14.2.8.2.Market Estimation and Penetration, 2015 – 2022
14.2.8.3.Market Forecast, 2023 – 2031
14.2.8.4.Compound Annual Growth Rate (CAGR)
14.2.8.5.Regional Bifurcation
14.2.8.5.1.North America
14.2.8.5.1.1.Market Estimation, 2015 – 2022
14.2.8.5.1.2.Market Forecast, 2023 – 2031
14.2.8.5.2.Europe
14.2.8.5.2.1.Market Estimation, 2015 – 2022
14.2.8.5.2.2.Market Forecast, 2023 – 2031
14.2.8.5.3.Asia Pacific
14.2.8.5.3.1.Market Estimation, 2015 – 2022
14.2.8.5.3.2.Market Forecast, 2023 – 2031
14.2.8.5.4.Middle East and Africa
14.2.8.5.4.1.Market Estimation, 2015 – 2022
14.2.8.5.4.2.Market Forecast, 2023 – 2031
14.2.8.5.5.Latin America
14.2.8.5.5.1.Market Estimation, 2015 – 2022
14.2.8.5.5.2.Market Forecast, 2023 – 2031
14.2.9.Others
14.2.9.1.Definition
14.2.9.2.Market Estimation and Penetration, 2015 – 2022
14.2.9.3.Market Forecast, 2023 – 2031
14.2.9.4.Compound Annual Growth Rate (CAGR)
14.2.9.5.Regional Bifurcation
14.2.9.5.1.North America
14.2.9.5.1.1.Market Estimation, 2015 – 2022
14.2.9.5.1.2.Market Forecast, 2023 – 2031
14.2.9.5.2.Europe
14.2.9.5.2.1.Market Estimation, 2015 – 2022
14.2.9.5.2.2.Market Forecast, 2023 – 2031
14.2.9.5.3.Asia Pacific
14.2.9.5.3.1.Market Estimation, 2015 – 2022
14.2.9.5.3.2.Market Forecast, 2023 – 2031
14.2.9.5.4.Middle East and Africa
14.2.9.5.4.1.Market Estimation, 2015 – 2022
14.2.9.5.4.2.Market Forecast, 2023 – 2031
14.2.9.5.5.Latin America
14.2.9.5.5.1.Market Estimation, 2015 – 2022
14.2.9.5.5.2.Market Forecast, 2023 – 2031
14.3.Key Segment for Channeling Investments
14.3.1.By Industry Vertical
15.North America Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
15.1.Overview
15.1.1.North America Cognitive Computing Market Revenue (US$ Mn)
15.2.North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
15.2.1.Platform
15.2.2.Services
15.2.2.1.Managed Services
15.2.2.2.Professional Services
15.3.North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
15.3.1.Marketing and Sales
15.3.2.Operations
15.3.3.Finance
15.3.4.Human Resource
15.3.5.Others
15.4.North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
15.4.1.Automation
15.4.2.Intelligent Virtual Assistants and Chatbots
15.4.3.Behavioral Analysis
15.4.4.Biometrics
15.4.5.Others
15.5.North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
15.5.1.Machine Learning
15.5.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
15.5.3.Computer Vision
15.5.4.Machine Vision
15.5.5.Robotics
15.5.6.Deep Learning
15.5.7.Natural Language Processing
15.6.North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
15.6.1.On-Premises
15.6.2.Cloud
15.6.3.Hybrid
15.7.North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
15.7.1.Large Enterprises
15.7.2.Small and Medium-Sized Enterprises
15.8.North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
15.8.1.Banking, Financial Services, and Insurance
15.8.2.IT and Telecommunications
15.8.3.Retail and Ecommerce
15.8.4.Healthcare and Life Sciences
15.8.5.Government
15.8.6.Travel and Hospitality
15.8.7.Manufacturing
15.8.8.Media and Entertainment
15.8.9.Others
15.9.North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Country
15.9.1.U.S
15.9.1.1.U.S Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
15.9.1.1.1.Platform
15.9.1.1.2.Services
15.9.1.1.2.1.Managed Services
15.9.1.1.2.2.Professional Services
15.9.1.2.U.S Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
15.9.1.2.1.Marketing and Sales
15.9.1.2.2.Operations
15.9.1.2.3.Finance
15.9.1.2.4.Human Resource
15.9.1.2.5.Others
15.9.1.3.U.S Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
15.9.1.3.1.Automation
15.9.1.3.2.Intelligent Virtual Assistants and Chatbots
15.9.1.3.3.Behavioral Analysis
15.9.1.3.4.Biometrics
15.9.1.3.5.Others
15.9.1.4.U.S Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
15.9.1.4.1.Machine Learning
15.9.1.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
15.9.1.4.3.Computer Vision
15.9.1.4.4.Machine Vision
15.9.1.4.5.Robotics
15.9.1.4.6.Deep Learning
15.9.1.4.7.Natural Language Processing
15.9.1.5.U.S Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
15.9.1.5.1.On-Premises
15.9.1.5.2.Cloud
15.9.1.5.3.Hybrid
15.9.1.6.U.S Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
15.9.1.6.1.Large Enterprises
15.9.1.6.2.Small and Medium-Sized Enterprises
15.9.1.7.U.S Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
15.9.1.7.1.Banking, Financial Services, and Insurance
15.9.1.7.2.IT and Telecommunications
15.9.1.7.3.Retail and Ecommerce
15.9.1.7.4.Healthcare and Life Sciences
15.9.1.7.5.Government
15.9.1.7.6.Travel and Hospitality
15.9.1.7.7.Manufacturing
15.9.1.7.8.Media and Entertainment
15.9.1.7.9.Others
15.9.2.Canada
15.9.2.1.Canada Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
15.9.2.1.1.Platform
15.9.2.1.2.Services
15.9.2.1.2.1.Managed Services
15.9.2.1.2.2.Professional Services
15.9.2.2.Canada Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
15.9.2.2.1.Marketing and Sales
15.9.2.2.2.Operations
15.9.2.2.3.Finance
15.9.2.2.4.Human Resource
15.9.2.2.5.Others
15.9.2.3.Canada Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
15.9.2.3.1.Automation
15.9.2.3.2.Intelligent Virtual Assistants and Chatbots
15.9.2.3.3.Behavioral Analysis
15.9.2.3.4.Biometrics
15.9.2.3.5.Others
15.9.2.4.Canada Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
15.9.2.4.1.Machine Learning
15.9.2.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
15.9.2.4.3.Computer Vision
15.9.2.4.4.Machine Vision
15.9.2.4.5.Robotics
15.9.2.4.6.Deep Learning
15.9.2.4.7.Natural Language Processing
15.9.2.5.Canada Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
15.9.2.5.1.On-Premises
15.9.2.5.2.Cloud
15.9.2.5.3.Hybrid
15.9.2.6.Canada Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
15.9.2.6.1.Large Enterprises
15.9.2.6.2.Small and Medium-Sized Enterprises
15.9.2.7.Canada Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
15.9.2.7.1.Banking, Financial Services, and Insurance
15.9.2.7.2.IT and Telecommunications
15.9.2.7.3.Retail and Ecommerce
15.9.2.7.4.Healthcare and Life Sciences
15.9.2.7.5.Government
15.9.2.7.6.Travel and Hospitality
15.9.2.7.7.Manufacturing
15.9.2.7.8.Media and Entertainment
15.9.2.7.9.Others
15.9.3.Mexico
15.9.3.1.Mexico Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
15.9.3.1.1.Platform
15.9.3.1.2.Services
15.9.3.1.2.1.Managed Services
15.9.3.1.2.2.Professional Services
15.9.3.2.Mexico Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
15.9.3.2.1.Marketing and Sales
15.9.3.2.2.Operations
15.9.3.2.3.Finance
15.9.3.2.4.Human Resource
15.9.3.2.5.Others
15.9.3.3.Mexico Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
15.9.3.3.1.Automation
15.9.3.3.2.Intelligent Virtual Assistants and Chatbots
15.9.3.3.3.Behavioral Analysis
15.9.3.3.4.Biometrics
15.9.3.3.5.Others
15.9.3.4.Mexico Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
15.9.3.4.1.Machine Learning
15.9.3.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
15.9.3.4.3.Computer Vision
15.9.3.4.4.Machine Vision
15.9.3.4.5.Robotics
15.9.3.4.6.Deep Learning
15.9.3.4.7.Natural Language Processing
15.9.3.5.Mexico Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
15.9.3.5.1.On-Premises
15.9.3.5.2.Cloud
15.9.3.5.3.Hybrid
15.9.3.6.Mexico Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
15.9.3.6.1.Large Enterprises
15.9.3.6.2.Small and Medium-Sized Enterprises
15.9.3.7.Mexico Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
15.9.3.7.1.Banking, Financial Services, and Insurance
15.9.3.7.2.IT and Telecommunications
15.9.3.7.3.Retail and Ecommerce
15.9.3.7.4.Healthcare and Life Sciences
15.9.3.7.5.Government
15.9.3.7.6.Travel and Hospitality
15.9.3.7.7.Manufacturing
15.9.3.7.8.Media and Entertainment
15.9.3.7.9.Others
15.9.4.Rest of North America
15.9.4.1.Rest of North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
15.9.4.1.1.Platform
15.9.4.1.2.Services
15.9.4.1.2.1.Managed Services
15.9.4.1.2.2.Professional Services
15.9.4.2.Rest of North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
15.9.4.2.1.Marketing and Sales
15.9.4.2.2.Operations
15.9.4.2.3.Finance
15.9.4.2.4.Human Resource
15.9.4.2.5.Others
15.9.4.3.Rest of North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
15.9.4.3.1.Automation
15.9.4.3.2.Intelligent Virtual Assistants and Chatbots
15.9.4.3.3.Behavioral Analysis
15.9.4.3.4.Biometrics
15.9.4.3.5.Others
15.9.4.4.Rest of North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
15.9.4.4.1.Machine Learning
15.9.4.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
15.9.4.4.3.Computer Vision
15.9.4.4.4.Machine Vision
15.9.4.4.5.Robotics
15.9.4.4.6.Deep Learning
15.9.4.4.7.Natural Language Processing
15.9.4.5.Rest of North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
15.9.4.5.1.On-Premises
15.9.4.5.2.Cloud
15.9.4.5.3.Hybrid
15.9.4.6.Rest of North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
15.9.4.6.1.Large Enterprises
15.9.4.6.2.Small and Medium-Sized Enterprises
15.9.4.7.Rest of North America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
15.9.4.7.1.Banking, Financial Services, and Insurance
15.9.4.7.2.IT and Telecommunications
15.9.4.7.3.Retail and Ecommerce
15.9.4.7.4.Healthcare and Life Sciences
15.9.4.7.5.Government
15.9.4.7.6.Travel and Hospitality
15.9.4.7.7.Manufacturing
15.9.4.7.8.Media and Entertainment
15.9.4.7.9.Others
15.10.Key Segment for Channeling Investments
15.10.1.By Country
15.10.2.By Component
15.10.3.By Business Function
15.10.4.By Application
15.10.5.By Technology
15.10.6.By Deployment Mode
15.10.7.By Organization Size
15.10.8.By Industry Vertical
16.Europe Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
16.1.Overview
16.1.1.Europe Cognitive Computing Market Revenue (US$ Mn)
16.2.Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
16.2.1.Platform
16.2.2.Services
16.2.2.1.Managed Services
16.2.2.2.Professional Services
16.3.Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
16.3.1.Marketing and Sales
16.3.2.Operations
16.3.3.Finance
16.3.4.Human Resource
16.3.5.Others
16.4.Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
16.4.1.Automation
16.4.2.Intelligent Virtual Assistants and Chatbots
16.4.3.Behavioral Analysis
16.4.4.Biometrics
16.4.5.Others
16.5.Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
16.5.1.Machine Learning
16.5.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
16.5.3.Computer Vision
16.5.4.Machine Vision
16.5.5.Robotics
16.5.6.Deep Learning
16.5.7.Natural Language Processing
16.6.Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
16.6.1.On-Premises
16.6.2.Cloud
16.6.3.Hybrid
16.7.Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.7.1.Large Enterprises
16.7.2.Small and Medium-Sized Enterprises
16.8.Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
16.8.1.Banking, Financial Services, and Insurance
16.8.2.IT and Telecommunications
16.8.3.Retail and Ecommerce
16.8.4.Healthcare and Life Sciences
16.8.5.Government
16.8.6.Travel and Hospitality
16.8.7.Manufacturing
16.8.8.Media and Entertainment
16.8.9.Others
16.9.Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Country
16.9.1.France
16.9.1.1.France Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
16.9.1.1.1.Platform
16.9.1.1.2.Services
16.9.1.1.2.1.Managed Services
16.9.1.1.2.2.Professional Services
16.9.1.2.France Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
16.9.1.2.1.Marketing and Sales
16.9.1.2.2.Operations
16.9.1.2.3.Finance
16.9.1.2.4.Human Resource
16.9.1.2.5.Others
16.9.1.3.France Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
16.9.1.3.1.Automation
16.9.1.3.2.Intelligent Virtual Assistants and Chatbots
16.9.1.3.3.Behavioral Analysis
16.9.1.3.4.Biometrics
16.9.1.3.5.Others
16.9.1.4.France Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
16.9.1.4.1.Machine Learning
16.9.1.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
16.9.1.4.3.Computer Vision
16.9.1.4.4.Machine Vision
16.9.1.4.5.Robotics
16.9.1.4.6.Deep Learning
16.9.1.4.7.Natural Language Processing
16.9.1.5.France Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
16.9.1.5.1.On-Premises
16.9.1.5.2.Cloud
16.9.1.5.3.Hybrid
16.9.1.6.France Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.9.1.6.1.Large Enterprises
16.9.1.6.2.Small and Medium-Sized Enterprises
16.9.1.7.France Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
16.9.1.7.1.Banking, Financial Services, and Insurance
16.9.1.7.2.IT and Telecommunications
16.9.1.7.3.Retail and Ecommerce
16.9.1.7.4.Healthcare and Life Sciences
16.9.1.7.5.Government
16.9.1.7.6.Travel and Hospitality
16.9.1.7.7.Manufacturing
16.9.1.7.8.Media and Entertainment
16.9.1.7.9.Others
16.9.2.The UK
16.9.2.1.The UK Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
16.9.2.1.1.Platform
16.9.2.1.2.Services
16.9.2.1.2.1.Managed Services
16.9.2.1.2.2.Professional Services
16.9.2.2.The UK Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
16.9.2.2.1.Marketing and Sales
16.9.2.2.2.Operations
16.9.2.2.3.Finance
16.9.2.2.4.Human Resource
16.9.2.2.5.Others
16.9.2.3.The UK Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
16.9.2.3.1.Automation
16.9.2.3.2.Intelligent Virtual Assistants and Chatbots
16.9.2.3.3.Behavioral Analysis
16.9.2.3.4.Biometrics
16.9.2.3.5.Others
16.9.2.4.The UK Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
16.9.2.4.1.Machine Learning
16.9.2.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
16.9.2.4.3.Computer Vision
16.9.2.4.4.Machine Vision
16.9.2.4.5.Robotics
16.9.2.4.6.Deep Learning
16.9.2.4.7.Natural Language Processing
16.9.2.5.The UK Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
16.9.2.5.1.On-Premises
16.9.2.5.2.Cloud
16.9.2.5.3.Hybrid
16.9.2.6.The UK Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.9.2.6.1.Large Enterprises
16.9.2.6.2.Small and Medium-Sized Enterprises
16.9.2.7.The UK Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
16.9.2.7.1.Banking, Financial Services, and Insurance
16.9.2.7.2.IT and Telecommunications
16.9.2.7.3.Retail and Ecommerce
16.9.2.7.4.Healthcare and Life Sciences
16.9.2.7.5.Government
16.9.2.7.6.Travel and Hospitality
16.9.2.7.7.Manufacturing
16.9.2.7.8.Media and Entertainment
16.9.2.7.9.Others
16.9.3.Spain
16.9.3.1.Spain Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
16.9.3.1.1.Platform
16.9.3.1.2.Services
16.9.3.1.2.1.Managed Services
16.9.3.1.2.2.Professional Services
16.9.3.2.Spain Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
16.9.3.2.1.Marketing and Sales
16.9.3.2.2.Operations
16.9.3.2.3.Finance
16.9.3.2.4.Human Resource
16.9.3.2.5.Others
16.9.3.3.Spain Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
16.9.3.3.1.Automation
16.9.3.3.2.Intelligent Virtual Assistants and Chatbots
16.9.3.3.3.Behavioral Analysis
16.9.3.3.4.Biometrics
16.9.3.3.5.Others
16.9.3.4.Spain Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
16.9.3.4.1.Machine Learning
16.9.3.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
16.9.3.4.3.Computer Vision
16.9.3.4.4.Machine Vision
16.9.3.4.5.Robotics
16.9.3.4.6.Deep Learning
16.9.3.4.7.Natural Language Processing
16.9.3.5.Spain Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
16.9.3.5.1.On-Premises
16.9.3.5.2.Cloud
16.9.3.5.3.Hybrid
16.9.3.6.Spain Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.9.3.6.1.Large Enterprises
16.9.3.6.2.Small and Medium-Sized Enterprises
16.9.3.7.Spain Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
16.9.3.7.1.Banking, Financial Services, and Insurance
16.9.3.7.2.IT and Telecommunications
16.9.3.7.3.Retail and Ecommerce
16.9.3.7.4.Healthcare and Life Sciences
16.9.3.7.5.Government
16.9.3.7.6.Travel and Hospitality
16.9.3.7.7.Manufacturing
16.9.3.7.8.Media and Entertainment
16.9.3.7.9.Others
16.9.4.Germany
16.9.4.1.Germany Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
16.9.4.1.1.Platform
16.9.4.1.2.Services
16.9.4.1.2.1.Managed Services
16.9.4.1.2.2.Professional Services
16.9.4.2.Germany Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
16.9.4.2.1.Marketing and Sales
16.9.4.2.2.Operations
16.9.4.2.3.Finance
16.9.4.2.4.Human Resource
16.9.4.2.5.Others
16.9.4.3.Germany Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
16.9.4.3.1.Automation
16.9.4.3.2.Intelligent Virtual Assistants and Chatbots
16.9.4.3.3.Behavioral Analysis
16.9.4.3.4.Biometrics
16.9.4.3.5.Others
16.9.4.4.Germany Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
16.9.4.4.1.Machine Learning
16.9.4.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
16.9.4.4.3.Computer Vision
16.9.4.4.4.Machine Vision
16.9.4.4.5.Robotics
16.9.4.4.6.Deep Learning
16.9.4.4.7.Natural Language Processing
16.9.4.5.Germany Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
16.9.4.5.1.On-Premises
16.9.4.5.2.Cloud
16.9.4.5.3.Hybrid
16.9.4.6.Germany Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.9.4.6.1.Large Enterprises
16.9.4.6.2.Small and Medium-Sized Enterprises
16.9.4.7.Germany Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
16.9.4.7.1.Banking, Financial Services, and Insurance
16.9.4.7.2.IT and Telecommunications
16.9.4.7.3.Retail and Ecommerce
16.9.4.7.4.Healthcare and Life Sciences
16.9.4.7.5.Government
16.9.4.7.6.Travel and Hospitality
16.9.4.7.7.Manufacturing
16.9.4.7.8.Media and Entertainment
16.9.4.7.9.Others
16.9.5.Italy
16.9.5.1.Italy Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
16.9.5.1.1.Platform
16.9.5.1.2.Services
16.9.5.1.2.1.Managed Services
16.9.5.1.2.2.Professional Services
16.9.5.2.Italy Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
16.9.5.2.1.Marketing and Sales
16.9.5.2.2.Operations
16.9.5.2.3.Finance
16.9.5.2.4.Human Resource
16.9.5.2.5.Others
16.9.5.3.Italy Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
16.9.5.3.1.Automation
16.9.5.3.2.Intelligent Virtual Assistants and Chatbots
16.9.5.3.3.Behavioral Analysis
16.9.5.3.4.Biometrics
16.9.5.3.5.Others
16.9.5.4.Italy Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
16.9.5.4.1.Machine Learning
16.9.5.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
16.9.5.4.3.Computer Vision
16.9.5.4.4.Machine Vision
16.9.5.4.5.Robotics
16.9.5.4.6.Deep Learning
16.9.5.4.7.Natural Language Processing
16.9.5.5.Italy Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
16.9.5.5.1.On-Premises
16.9.5.5.2.Cloud
16.9.5.5.3.Hybrid
16.9.5.6.Italy Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.9.5.6.1.Large Enterprises
16.9.5.6.2.Small and Medium-Sized Enterprises
16.9.5.7.Italy Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
16.9.5.7.1.Banking, Financial Services, and Insurance
16.9.5.7.2.IT and Telecommunications
16.9.5.7.3.Retail and Ecommerce
16.9.5.7.4.Healthcare and Life Sciences
16.9.5.7.5.Government
16.9.5.7.6.Travel and Hospitality
16.9.5.7.7.Manufacturing
16.9.5.7.8.Media and Entertainment
16.9.5.7.9.Others
16.9.6.Nordic Countries
16.9.6.1.Nordic Countries Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
16.9.6.1.1.Platform
16.9.6.1.2.Services
16.9.6.1.2.1.Managed Services
16.9.6.1.2.2.Professional Services
16.9.6.2.Nordic Countries Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
16.9.6.2.1.Marketing and Sales
16.9.6.2.2.Operations
16.9.6.2.3.Finance
16.9.6.2.4.Human Resource
16.9.6.2.5.Others
16.9.6.3.Nordic Countries Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
16.9.6.3.1.Automation
16.9.6.3.2.Intelligent Virtual Assistants and Chatbots
16.9.6.3.3.Behavioral Analysis
16.9.6.3.4.Biometrics
16.9.6.3.5.Others
16.9.6.4.Nordic Countries Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
16.9.6.4.1.Machine Learning
16.9.6.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
16.9.6.4.3.Computer Vision
16.9.6.4.4.Machine Vision
16.9.6.4.5.Robotics
16.9.6.4.6.Deep Learning
16.9.6.4.7.Natural Language Processing
16.9.6.5.Nordic Countries Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
16.9.6.5.1.On-Premises
16.9.6.5.2.Cloud
16.9.6.5.3.Hybrid
16.9.6.6.Nordic Countries Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.9.6.6.1.Large Enterprises
16.9.6.6.2.Small and Medium-Sized Enterprises
16.9.6.7.Nordic Countries Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
16.9.6.7.1.Banking, Financial Services, and Insurance
16.9.6.7.2.IT and Telecommunications
16.9.6.7.3.Retail and Ecommerce
16.9.6.7.4.Healthcare and Life Sciences
16.9.6.7.5.Government
16.9.6.7.6.Travel and Hospitality
16.9.6.7.7.Manufacturing
16.9.6.7.8.Media and Entertainment
16.9.6.7.9.Others
16.9.6.8.Nordic Countries Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Country
16.9.6.8.1.Denmark
16.9.6.8.2.Finland
16.9.6.8.3.Iceland
16.9.6.8.4.Sweden
16.9.6.8.5.Norway
16.9.7.Benelux Union
16.9.7.1.Benelux Union Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
16.9.7.1.1.Platform
16.9.7.1.2.Services
16.9.7.1.2.1.Managed Services
16.9.7.1.2.2.Professional Services
16.9.7.2.Benelux Union Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
16.9.7.2.1.Marketing and Sales
16.9.7.2.2.Operations
16.9.7.2.3.Finance
16.9.7.2.4.Human Resource
16.9.7.2.5.Others
16.9.7.3.Benelux Union Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
16.9.7.3.1.Automation
16.9.7.3.2.Intelligent Virtual Assistants and Chatbots
16.9.7.3.3.Behavioral Analysis
16.9.7.3.4.Biometrics
16.9.7.3.5.Others
16.9.7.4.Benelux Union Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
16.9.7.4.1.Machine Learning
16.9.7.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
16.9.7.4.3.Computer Vision
16.9.7.4.4.Machine Vision
16.9.7.4.5.Robotics
16.9.7.4.6.Deep Learning
16.9.7.4.7.Natural Language Processing
16.9.7.5.Benelux Union Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
16.9.7.5.1.On-Premises
16.9.7.5.2.Cloud
16.9.7.5.3.Hybrid
16.9.7.6.Benelux Union Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.9.7.6.1.Large Enterprises
16.9.7.6.2.Small and Medium-Sized Enterprises
16.9.7.7.Benelux Union Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
16.9.7.7.1.Banking, Financial Services, and Insurance
16.9.7.7.2.IT and Telecommunications
16.9.7.7.3.Retail and Ecommerce
16.9.7.7.4.Healthcare and Life Sciences
16.9.7.7.5.Government
16.9.7.7.6.Travel and Hospitality
16.9.7.7.7.Manufacturing
16.9.7.7.8.Media and Entertainment
16.9.7.7.9.Others
16.9.7.8.Benelux Union Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Country
16.9.7.8.1.Belgium
16.9.7.8.2.The Netherlands
16.9.7.8.3.Luxembourg
16.9.8.Rest of Europe
16.9.8.1.Rest of Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
16.9.8.1.1.Platform
16.9.8.1.2.Services
16.9.8.1.2.1.Managed Services
16.9.8.1.2.2.Professional Services
16.9.8.2.Rest of Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
16.9.8.2.1.Marketing and Sales
16.9.8.2.2.Operations
16.9.8.2.3.Finance
16.9.8.2.4.Human Resource
16.9.8.2.5.Others
16.9.8.3.Rest of Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
16.9.8.3.1.Automation
16.9.8.3.2.Intelligent Virtual Assistants and Chatbots
16.9.8.3.3.Behavioral Analysis
16.9.8.3.4.Biometrics
16.9.8.3.5.Others
16.9.8.4.Rest of Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
16.9.8.4.1.Machine Learning
16.9.8.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
16.9.8.4.3.Computer Vision
16.9.8.4.4.Machine Vision
16.9.8.4.5.Robotics
16.9.8.4.6.Deep Learning
16.9.8.4.7.Natural Language Processing
16.9.8.5.Rest of Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
16.9.8.5.1.On-Premises
16.9.8.5.2.Cloud
16.9.8.5.3.Hybrid
16.9.8.6.Rest of Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.9.8.6.1.Large Enterprises
16.9.8.6.2.Small and Medium-Sized Enterprises
16.9.8.7.Rest of Europe Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
16.9.8.7.1.Banking, Financial Services, and Insurance
16.9.8.7.2.IT and Telecommunications
16.9.8.7.3.Retail and Ecommerce
16.9.8.7.4.Healthcare and Life Sciences
16.9.8.7.5.Government
16.9.8.7.6.Travel and Hospitality
16.9.8.7.7.Manufacturing
16.9.8.7.8.Media and Entertainment
16.9.8.7.9.Others
16.10.Key Segment for Channeling Investments
16.10.1.By Country
16.10.2.By Component
16.10.3.By Business Function
16.10.4.By Application
16.10.5.By Technology
16.10.6.By Deployment Mode
16.10.7.By Organization Size
16.10.8.By Industry Vertical
17.Asia Pacific Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
17.1.Overview
17.1.1.Asia Pacific Cognitive Computing Market Revenue (US$ Mn)
17.2.Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
17.2.1.Platform
17.2.2.Services
17.2.2.1.Managed Services
17.2.2.2.Professional Services
17.3.Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
17.3.1.Marketing and Sales
17.3.2.Operations
17.3.3.Finance
17.3.4.Human Resource
17.3.5.Others
17.4.Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
17.4.1.Automation
17.4.2.Intelligent Virtual Assistants and Chatbots
17.4.3.Behavioral Analysis
17.4.4.Biometrics
17.4.5.Others
17.5.Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
17.5.1.Machine Learning
17.5.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
17.5.3.Computer Vision
17.5.4.Machine Vision
17.5.5.Robotics
17.5.6.Deep Learning
17.5.7.Natural Language Processing
17.6.Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
17.6.1.On-Premises
17.6.2.Cloud
17.6.3.Hybrid
17.7.Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
17.7.1.Large Enterprises
17.7.2.Small and Medium-Sized Enterprises
17.8.Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
17.8.1.Banking, Financial Services, and Insurance
17.8.2.IT and Telecommunications
17.8.3.Retail and Ecommerce
17.8.4.Healthcare and Life Sciences
17.8.5.Government
17.8.6.Travel and Hospitality
17.8.7.Manufacturing
17.8.8.Media and Entertainment
17.8.9.Others
17.9.Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Country
17.9.1.China
17.9.1.1.China Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
17.9.1.1.1.Platform
17.9.1.1.2.Services
17.9.1.1.2.1.Managed Services
17.9.1.1.2.2.Professional Services
17.9.1.2.China Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
17.9.1.2.1.Marketing and Sales
17.9.1.2.2.Operations
17.9.1.2.3.Finance
17.9.1.2.4.Human Resource
17.9.1.2.5.Others
17.9.1.3.China Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
17.9.1.3.1.Automation
17.9.1.3.2.Intelligent Virtual Assistants and Chatbots
17.9.1.3.3.Behavioral Analysis
17.9.1.3.4.Biometrics
17.9.1.3.5.Others
17.9.1.4.China Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
17.9.1.4.1.Machine Learning
17.9.1.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
17.9.1.4.3.Computer Vision
17.9.1.4.4.Machine Vision
17.9.1.4.5.Robotics
17.9.1.4.6.Deep Learning
17.9.1.4.7.Natural Language Processing
17.9.1.5.China Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
17.9.1.5.1.On-Premises
17.9.1.5.2.Cloud
17.9.1.5.3.Hybrid
17.9.1.6.China Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
17.9.1.6.1.Large Enterprises
17.9.1.6.2.Small and Medium-Sized Enterprises
17.9.1.7.China Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
17.9.1.7.1.Banking, Financial Services, and Insurance
17.9.1.7.2.IT and Telecommunications
17.9.1.7.3.Retail and Ecommerce
17.9.1.7.4.Healthcare and Life Sciences
17.9.1.7.5.Government
17.9.1.7.6.Travel and Hospitality
17.9.1.7.7.Manufacturing
17.9.1.7.8.Media and Entertainment
17.9.1.7.9.Others
17.9.2.Japan
17.9.2.1.Japan Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
17.9.2.1.1.Platform
17.9.2.1.2.Services
17.9.2.1.2.1.Managed Services
17.9.2.1.2.2.Professional Services
17.9.2.2.Japan Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
17.9.2.2.1.Marketing and Sales
17.9.2.2.2.Operations
17.9.2.2.3.Finance
17.9.2.2.4.Human Resource
17.9.2.2.5.Others
17.9.2.3.Japan Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
17.9.2.3.1.Automation
17.9.2.3.2.Intelligent Virtual Assistants and Chatbots
17.9.2.3.3.Behavioral Analysis
17.9.2.3.4.Biometrics
17.9.2.3.5.Others
17.9.2.4.Japan Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
17.9.2.4.1.Machine Learning
17.9.2.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
17.9.2.4.3.Computer Vision
17.9.2.4.4.Machine Vision
17.9.2.4.5.Robotics
17.9.2.4.6.Deep Learning
17.9.2.4.7.Natural Language Processing
17.9.2.5.Japan Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
17.9.2.5.1.On-Premises
17.9.2.5.2.Cloud
17.9.2.5.3.Hybrid
17.9.2.6.Japan Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
17.9.2.6.1.Large Enterprises
17.9.2.6.2.Small and Medium-Sized Enterprises
17.9.2.7.Japan Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
17.9.2.7.1.Banking, Financial Services, and Insurance
17.9.2.7.2.IT and Telecommunications
17.9.2.7.3.Retail and Ecommerce
17.9.2.7.4.Healthcare and Life Sciences
17.9.2.7.5.Government
17.9.2.7.6.Travel and Hospitality
17.9.2.7.7.Manufacturing
17.9.2.7.8.Media and Entertainment
17.9.2.7.9.Others
17.9.3.India
17.9.3.1.India Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
17.9.3.1.1.Platform
17.9.3.1.2.Services
17.9.3.1.2.1.Managed Services
17.9.3.1.2.2.Professional Services
17.9.3.2.India Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
17.9.3.2.1.Marketing and Sales
17.9.3.2.2.Operations
17.9.3.2.3.Finance
17.9.3.2.4.Human Resource
17.9.3.2.5.Others
17.9.3.3.India Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
17.9.3.3.1.Automation
17.9.3.3.2.Intelligent Virtual Assistants and Chatbots
17.9.3.3.3.Behavioral Analysis
17.9.3.3.4.Biometrics
17.9.3.3.5.Others
17.9.3.4.India Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
17.9.3.4.1.Machine Learning
17.9.3.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
17.9.3.4.3.Computer Vision
17.9.3.4.4.Machine Vision
17.9.3.4.5.Robotics
17.9.3.4.6.Deep Learning
17.9.3.4.7.Natural Language Processing
17.9.3.5.India Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
17.9.3.5.1.On-Premises
17.9.3.5.2.Cloud
17.9.3.5.3.Hybrid
17.9.3.6.India Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
17.9.3.6.1.Large Enterprises
17.9.3.6.2.Small and Medium-Sized Enterprises
17.9.3.7.India Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
17.9.3.7.1.Banking, Financial Services, and Insurance
17.9.3.7.2.IT and Telecommunications
17.9.3.7.3.Retail and Ecommerce
17.9.3.7.4.Healthcare and Life Sciences
17.9.3.7.5.Government
17.9.3.7.6.Travel and Hospitality
17.9.3.7.7.Manufacturing
17.9.3.7.8.Media and Entertainment
17.9.3.7.9.Others
17.9.4.New Zealand
17.9.4.1.New Zealand Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
17.9.4.1.1.Platform
17.9.4.1.2.Services
17.9.4.1.2.1.Managed Services
17.9.4.1.2.2.Professional Services
17.9.4.2.New Zealand Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
17.9.4.2.1.Marketing and Sales
17.9.4.2.2.Operations
17.9.4.2.3.Finance
17.9.4.2.4.Human Resource
17.9.4.2.5.Others
17.9.4.3.New Zealand Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
17.9.4.3.1.Automation
17.9.4.3.2.Intelligent Virtual Assistants and Chatbots
17.9.4.3.3.Behavioral Analysis
17.9.4.3.4.Biometrics
17.9.4.3.5.Others
17.9.4.4.New Zealand Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
17.9.4.4.1.Machine Learning
17.9.4.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
17.9.4.4.3.Computer Vision
17.9.4.4.4.Machine Vision
17.9.4.4.5.Robotics
17.9.4.4.6.Deep Learning
17.9.4.4.7.Natural Language Processing
17.9.4.5.New Zealand Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
17.9.4.5.1.On-Premises
17.9.4.5.2.Cloud
17.9.4.5.3.Hybrid
17.9.4.6.New Zealand Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
17.9.4.6.1.Large Enterprises
17.9.4.6.2.Small and Medium-Sized Enterprises
17.9.4.7.New Zealand Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
17.9.4.7.1.Banking, Financial Services, and Insurance
17.9.4.7.2.IT and Telecommunications
17.9.4.7.3.Retail and Ecommerce
17.9.4.7.4.Healthcare and Life Sciences
17.9.4.7.5.Government
17.9.4.7.6.Travel and Hospitality
17.9.4.7.7.Manufacturing
17.9.4.7.8.Media and Entertainment
17.9.4.7.9.Others
17.9.5.Australia
17.9.5.1.Australia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
17.9.5.1.1.Platform
17.9.5.1.2.Services
17.9.5.1.2.1.Managed Services
17.9.5.1.2.2.Professional Services
17.9.5.2.Australia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
17.9.5.2.1.Marketing and Sales
17.9.5.2.2.Operations
17.9.5.2.3.Finance
17.9.5.2.4.Human Resource
17.9.5.2.5.Others
17.9.5.3.Australia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
17.9.5.3.1.Automation
17.9.5.3.2.Intelligent Virtual Assistants and Chatbots
17.9.5.3.3.Behavioral Analysis
17.9.5.3.4.Biometrics
17.9.5.3.5.Others
17.9.5.4.Australia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
17.9.5.4.1.Machine Learning
17.9.5.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
17.9.5.4.3.Computer Vision
17.9.5.4.4.Machine Vision
17.9.5.4.5.Robotics
17.9.5.4.6.Deep Learning
17.9.5.4.7.Natural Language Processing
17.9.5.5.Australia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
17.9.5.5.1.On-Premises
17.9.5.5.2.Cloud
17.9.5.5.3.Hybrid
17.9.5.6.Australia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
17.9.5.6.1.Large Enterprises
17.9.5.6.2.Small and Medium-Sized Enterprises
17.9.5.7.Australia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
17.9.5.7.1.Banking, Financial Services, and Insurance
17.9.5.7.2.IT and Telecommunications
17.9.5.7.3.Retail and Ecommerce
17.9.5.7.4.Healthcare and Life Sciences
17.9.5.7.5.Government
17.9.5.7.6.Travel and Hospitality
17.9.5.7.7.Manufacturing
17.9.5.7.8.Media and Entertainment
17.9.5.7.9.Others
17.9.6.South Korea
17.9.6.1.South Korea Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
17.9.6.1.1.Platform
17.9.6.1.2.Services
17.9.6.1.2.1.Managed Services
17.9.6.1.2.2.Professional Services
17.9.6.2.South Korea Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
17.9.6.2.1.Marketing and Sales
17.9.6.2.2.Operations
17.9.6.2.3.Finance
17.9.6.2.4.Human Resource
17.9.6.2.5.Others
17.9.6.3.South Korea Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
17.9.6.3.1.Automation
17.9.6.3.2.Intelligent Virtual Assistants and Chatbots
17.9.6.3.3.Behavioral Analysis
17.9.6.3.4.Biometrics
17.9.6.3.5.Others
17.9.6.4.South Korea Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
17.9.6.4.1.Machine Learning
17.9.6.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
17.9.6.4.3.Computer Vision
17.9.6.4.4.Machine Vision
17.9.6.4.5.Robotics
17.9.6.4.6.Deep Learning
17.9.6.4.7.Natural Language Processing
17.9.6.5.South Korea Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
17.9.6.5.1.On-Premises
17.9.6.5.2.Cloud
17.9.6.5.3.Hybrid
17.9.6.6.South Korea Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
17.9.6.6.1.Large Enterprises
17.9.6.6.2.Small and Medium-Sized Enterprises
17.9.6.7.South Korea Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
17.9.6.7.1.Banking, Financial Services, and Insurance
17.9.6.7.2.IT and Telecommunications
17.9.6.7.3.Retail and Ecommerce
17.9.6.7.4.Healthcare and Life Sciences
17.9.6.7.5.Government
17.9.6.7.6.Travel and Hospitality
17.9.6.7.7.Manufacturing
17.9.6.7.8.Media and Entertainment
17.9.6.7.9.Others
17.9.7.Southeast Asia
17.9.7.1.Southeast Asia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
17.9.7.1.1.Platform
17.9.7.1.2.Services
17.9.7.1.2.1.Managed Services
17.9.7.1.2.2.Professional Services
17.9.7.2.Southeast Asia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
17.9.7.2.1.Marketing and Sales
17.9.7.2.2.Operations
17.9.7.2.3.Finance
17.9.7.2.4.Human Resource
17.9.7.2.5.Others
17.9.7.3.Southeast Asia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
17.9.7.3.1.Automation
17.9.7.3.2.Intelligent Virtual Assistants and Chatbots
17.9.7.3.3.Behavioral Analysis
17.9.7.3.4.Biometrics
17.9.7.3.5.Others
17.9.7.4.Southeast Asia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
17.9.7.4.1.Machine Learning
17.9.7.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
17.9.7.4.3.Computer Vision
17.9.7.4.4.Machine Vision
17.9.7.4.5.Robotics
17.9.7.4.6.Deep Learning
17.9.7.4.7.Natural Language Processing
17.9.7.5.Southeast Asia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
17.9.7.5.1.On-Premises
17.9.7.5.2.Cloud
17.9.7.5.3.Hybrid
17.9.7.6.Southeast Asia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
17.9.7.6.1.Large Enterprises
17.9.7.6.2.Small and Medium-Sized Enterprises
17.9.7.7.Southeast Asia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
17.9.7.7.1.Banking, Financial Services, and Insurance
17.9.7.7.2.IT and Telecommunications
17.9.7.7.3.Retail and Ecommerce
17.9.7.7.4.Healthcare and Life Sciences
17.9.7.7.5.Government
17.9.7.7.6.Travel and Hospitality
17.9.7.7.7.Manufacturing
17.9.7.7.8.Media and Entertainment
17.9.7.7.9.Others
17.9.7.8.Southeast Asia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Country
17.9.7.8.1.Indonesia
17.9.7.8.2.Thailand
17.9.7.8.3.Malaysia
17.9.7.8.4.Singapore
17.9.7.8.5.Rest of Southeast Asia
17.9.8.Rest of Asia Pacific
17.9.8.1.Rest of Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
17.9.8.1.1.Platform
17.9.8.1.2.Services
17.9.8.1.2.1.Managed Services
17.9.8.1.2.2.Professional Services
17.9.8.2.Rest of Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
17.9.8.2.1.Marketing and Sales
17.9.8.2.2.Operations
17.9.8.2.3.Finance
17.9.8.2.4.Human Resource
17.9.8.2.5.Others
17.9.8.3.Rest of Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
17.9.8.3.1.Automation
17.9.8.3.2.Intelligent Virtual Assistants and Chatbots
17.9.8.3.3.Behavioral Analysis
17.9.8.3.4.Biometrics
17.9.8.3.5.Others
17.9.8.4.Rest of Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
17.9.8.4.1.Machine Learning
17.9.8.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
17.9.8.4.3.Computer Vision
17.9.8.4.4.Machine Vision
17.9.8.4.5.Robotics
17.9.8.4.6.Deep Learning
17.9.8.4.7.Natural Language Processing
17.9.8.5.Rest of Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
17.9.8.5.1.On-Premises
17.9.8.5.2.Cloud
17.9.8.5.3.Hybrid
17.9.8.6.Rest of Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
17.9.8.6.1.Large Enterprises
17.9.8.6.2.Small and Medium-Sized Enterprises
17.9.8.7.Rest of Asia Pacific Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
17.9.8.7.1.Banking, Financial Services, and Insurance
17.9.8.7.2.IT and Telecommunications
17.9.8.7.3.Retail and Ecommerce
17.9.8.7.4.Healthcare and Life Sciences
17.9.8.7.5.Government
17.9.8.7.6.Travel and Hospitality
17.9.8.7.7.Manufacturing
17.9.8.7.8.Media and Entertainment
17.9.8.7.9.Others
17.10.Key Segment for Channeling Investments
17.10.1.By Country
17.10.2.By Component
17.10.3.By Business Function
17.10.4.By Application
17.10.5.By Technology
17.10.6.By Deployment Mode
17.10.7.By Organization Size
17.10.8.By Industry Vertical
18.Middle East and Africa Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
18.1.Overview
18.1.1.Middle East and Africa Cognitive Computing Market Revenue (US$ Mn)
18.2.Middle East and Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
18.2.1.Platform
18.2.2.Services
18.2.2.1.Managed Services
18.2.2.2.Professional Services
18.3.Middle East and Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
18.3.1.Marketing and Sales
18.3.2.Operations
18.3.3.Finance
18.3.4.Human Resource
18.3.5.Others
18.4.Middle East and Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
18.4.1.Automation
18.4.2.Intelligent Virtual Assistants and Chatbots
18.4.3.Behavioral Analysis
18.4.4.Biometrics
18.4.5.Others
18.5.Middle East and Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
18.5.1.Machine Learning
18.5.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
18.5.3.Computer Vision
18.5.4.Machine Vision
18.5.5.Robotics
18.5.6.Deep Learning
18.5.7.Natural Language Processing
18.6.Middle East and Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
18.6.1.On-Premises
18.6.2.Cloud
18.6.3.Hybrid
18.7.Middle East and Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
18.7.1.Large Enterprises
18.7.2.Small and Medium-Sized Enterprises
18.8.Middle East and Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
18.8.1.Banking, Financial Services, and Insurance
18.8.2.IT and Telecommunications
18.8.3.Retail and Ecommerce
18.8.4.Healthcare and Life Sciences
18.8.5.Government
18.8.6.Travel and Hospitality
18.8.7.Manufacturing
18.8.8.Media and Entertainment
18.8.9.Others
18.9.Middle East and Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Country
18.9.1.Saudi Arabia
18.9.1.1.Saudi Arabia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
18.9.1.1.1.Platform
18.9.1.1.2.Services
18.9.1.1.2.1.Managed Services
18.9.1.1.2.2.Professional Services
18.9.1.2.Saudi Arabia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
18.9.1.2.1.Marketing and Sales
18.9.1.2.2.Operations
18.9.1.2.3.Finance
18.9.1.2.4.Human Resource
18.9.1.2.5.Others
18.9.1.3.Saudi Arabia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
18.9.1.3.1.Automation
18.9.1.3.2.Intelligent Virtual Assistants and Chatbots
18.9.1.3.3.Behavioral Analysis
18.9.1.3.4.Biometrics
18.9.1.3.5.Others
18.9.1.4.Saudi Arabia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
18.9.1.4.1.Machine Learning
18.9.1.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
18.9.1.4.3.Computer Vision
18.9.1.4.4.Machine Vision
18.9.1.4.5.Robotics
18.9.1.4.6.Deep Learning
18.9.1.4.7.Natural Language Processing
18.9.1.5.Saudi Arabia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
18.9.1.5.1.On-Premises
18.9.1.5.2.Cloud
18.9.1.5.3.Hybrid
18.9.1.6.Saudi Arabia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
18.9.1.6.1.Large Enterprises
18.9.1.6.2.Small and Medium-Sized Enterprises
18.9.1.7.Saudi Arabia Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
18.9.1.7.1.Banking, Financial Services, and Insurance
18.9.1.7.2.IT and Telecommunications
18.9.1.7.3.Retail and Ecommerce
18.9.1.7.4.Healthcare and Life Sciences
18.9.1.7.5.Government
18.9.1.7.6.Travel and Hospitality
18.9.1.7.7.Manufacturing
18.9.1.7.8.Media and Entertainment
18.9.1.7.9.Others
18.9.2.UAE
18.9.2.1.UAE Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
18.9.2.1.1.Platform
18.9.2.1.2.Services
18.9.2.1.2.1.Managed Services
18.9.2.1.2.2.Professional Services
18.9.2.2.UAE Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
18.9.2.2.1.Marketing and Sales
18.9.2.2.2.Operations
18.9.2.2.3.Finance
18.9.2.2.4.Human Resource
18.9.2.2.5.Others
18.9.2.3.UAE Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
18.9.2.3.1.Automation
18.9.2.3.2.Intelligent Virtual Assistants and Chatbots
18.9.2.3.3.Behavioral Analysis
18.9.2.3.4.Biometrics
18.9.2.3.5.Others
18.9.2.4.UAE Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
18.9.2.4.1.Machine Learning
18.9.2.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
18.9.2.4.3.Computer Vision
18.9.2.4.4.Machine Vision
18.9.2.4.5.Robotics
18.9.2.4.6.Deep Learning
18.9.2.4.7.Natural Language Processing
18.9.2.5.UAE Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
18.9.2.5.1.On-Premises
18.9.2.5.2.Cloud
18.9.2.5.3.Hybrid
18.9.2.6.UAE Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
18.9.2.6.1.Large Enterprises
18.9.2.6.2.Small and Medium-Sized Enterprises
18.9.2.7.UAE Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
18.9.2.7.1.Banking, Financial Services, and Insurance
18.9.2.7.2.IT and Telecommunications
18.9.2.7.3.Retail and Ecommerce
18.9.2.7.4.Healthcare and Life Sciences
18.9.2.7.5.Government
18.9.2.7.6.Travel and Hospitality
18.9.2.7.7.Manufacturing
18.9.2.7.8.Media and Entertainment
18.9.2.7.9.Others
18.9.3.Egypt
18.9.3.1.Egypt Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
18.9.3.1.1.Platform
18.9.3.1.2.Services
18.9.3.1.2.1.Managed Services
18.9.3.1.2.2.Professional Services
18.9.3.2.Egypt Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
18.9.3.2.1.Marketing and Sales
18.9.3.2.2.Operations
18.9.3.2.3.Finance
18.9.3.2.4.Human Resource
18.9.3.2.5.Others
18.9.3.3.Egypt Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
18.9.3.3.1.Automation
18.9.3.3.2.Intelligent Virtual Assistants and Chatbots
18.9.3.3.3.Behavioral Analysis
18.9.3.3.4.Biometrics
18.9.3.3.5.Others
18.9.3.4.Egypt Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
18.9.3.4.1.Machine Learning
18.9.3.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
18.9.3.4.3.Computer Vision
18.9.3.4.4.Machine Vision
18.9.3.4.5.Robotics
18.9.3.4.6.Deep Learning
18.9.3.4.7.Natural Language Processing
18.9.3.5.Egypt Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
18.9.3.5.1.On-Premises
18.9.3.5.2.Cloud
18.9.3.5.3.Hybrid
18.9.3.6.Egypt Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
18.9.3.6.1.Large Enterprises
18.9.3.6.2.Small and Medium-Sized Enterprises
18.9.3.7.Egypt Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
18.9.3.7.1.Banking, Financial Services, and Insurance
18.9.3.7.2.IT and Telecommunications
18.9.3.7.3.Retail and Ecommerce
18.9.3.7.4.Healthcare and Life Sciences
18.9.3.7.5.Government
18.9.3.7.6.Travel and Hospitality
18.9.3.7.7.Manufacturing
18.9.3.7.8.Media and Entertainment
18.9.3.7.9.Others
18.9.4.Kuwait
18.9.4.1.Kuwait Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
18.9.4.1.1.Platform
18.9.4.1.2.Services
18.9.4.1.2.1.Managed Services
18.9.4.1.2.2.Professional Services
18.9.4.2.Kuwait Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
18.9.4.2.1.Marketing and Sales
18.9.4.2.2.Operations
18.9.4.2.3.Finance
18.9.4.2.4.Human Resource
18.9.4.2.5.Others
18.9.4.3.Kuwait Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
18.9.4.3.1.Automation
18.9.4.3.2.Intelligent Virtual Assistants and Chatbots
18.9.4.3.3.Behavioral Analysis
18.9.4.3.4.Biometrics
18.9.4.3.5.Others
18.9.4.4.Kuwait Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
18.9.4.4.1.Machine Learning
18.9.4.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
18.9.4.4.3.Computer Vision
18.9.4.4.4.Machine Vision
18.9.4.4.5.Robotics
18.9.4.4.6.Deep Learning
18.9.4.4.7.Natural Language Processing
18.9.4.5.Kuwait Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
18.9.4.5.1.On-Premises
18.9.4.5.2.Cloud
18.9.4.5.3.Hybrid
18.9.4.6.Kuwait Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
18.9.4.6.1.Large Enterprises
18.9.4.6.2.Small and Medium-Sized Enterprises
18.9.4.7.Kuwait Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
18.9.4.7.1.Banking, Financial Services, and Insurance
18.9.4.7.2.IT and Telecommunications
18.9.4.7.3.Retail and Ecommerce
18.9.4.7.4.Healthcare and Life Sciences
18.9.4.7.5.Government
18.9.4.7.6.Travel and Hospitality
18.9.4.7.7.Manufacturing
18.9.4.7.8.Media and Entertainment
18.9.4.7.9.Others
18.9.5.South Africa
18.9.5.1.South Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
18.9.5.1.1.Platform
18.9.5.1.2.Services
18.9.5.1.2.1.Managed Services
18.9.5.1.2.2.Professional Services
18.9.5.2.South Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
18.9.5.2.1.Marketing and Sales
18.9.5.2.2.Operations
18.9.5.2.3.Finance
18.9.5.2.4.Human Resource
18.9.5.2.5.Others
18.9.5.3.South Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
18.9.5.3.1.Automation
18.9.5.3.2.Intelligent Virtual Assistants and Chatbots
18.9.5.3.3.Behavioral Analysis
18.9.5.3.4.Biometrics
18.9.5.3.5.Others
18.9.5.4.South Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
18.9.5.4.1.Machine Learning
18.9.5.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
18.9.5.4.3.Computer Vision
18.9.5.4.4.Machine Vision
18.9.5.4.5.Robotics
18.9.5.4.6.Deep Learning
18.9.5.4.7.Natural Language Processing
18.9.5.5.South Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
18.9.5.5.1.On-Premises
18.9.5.5.2.Cloud
18.9.5.5.3.Hybrid
18.9.5.6.South Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
18.9.5.6.1.Large Enterprises
18.9.5.6.2.Small and Medium-Sized Enterprises
18.9.5.7.South Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
18.9.5.7.1.Banking, Financial Services, and Insurance
18.9.5.7.2.IT and Telecommunications
18.9.5.7.3.Retail and Ecommerce
18.9.5.7.4.Healthcare and Life Sciences
18.9.5.7.5.Government
18.9.5.7.6.Travel and Hospitality
18.9.5.7.7.Manufacturing
18.9.5.7.8.Media and Entertainment
18.9.5.7.9.Others
18.9.6.Rest of Middle East & Africa
18.9.6.1.Rest of Middle East & Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
18.9.6.1.1.Platform
18.9.6.1.2.Services
18.9.6.1.2.1.Managed Services
18.9.6.1.2.2.Professional Services
18.9.6.2.Rest of Middle East & Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
18.9.6.2.1.Marketing and Sales
18.9.6.2.2.Operations
18.9.6.2.3.Finance
18.9.6.2.4.Human Resource
18.9.6.2.5.Others
18.9.6.3.Rest of Middle East & Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
18.9.6.3.1.Automation
18.9.6.3.2.Intelligent Virtual Assistants and Chatbots
18.9.6.3.3.Behavioral Analysis
18.9.6.3.4.Biometrics
18.9.6.3.5.Others
18.9.6.4.Rest of Middle East & Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
18.9.6.4.1.Machine Learning
18.9.6.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
18.9.6.4.3.Computer Vision
18.9.6.4.4.Machine Vision
18.9.6.4.5.Robotics
18.9.6.4.6.Deep Learning
18.9.6.4.7.Natural Language Processing
18.9.6.5.Rest of Middle East & Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
18.9.6.5.1.On-Premises
18.9.6.5.2.Cloud
18.9.6.5.3.Hybrid
18.9.6.6.Rest of Middle East & Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
18.9.6.6.1.Large Enterprises
18.9.6.6.2.Small and Medium-Sized Enterprises
18.9.6.7.Rest of Middle East & Africa Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
18.9.6.7.1.Banking, Financial Services, and Insurance
18.9.6.7.2.IT and Telecommunications
18.9.6.7.3.Retail and Ecommerce
18.9.6.7.4.Healthcare and Life Sciences
18.9.6.7.5.Government
18.9.6.7.6.Travel and Hospitality
18.9.6.7.7.Manufacturing
18.9.6.7.8.Media and Entertainment
18.9.6.7.9.Others
18.10.Key Segment for Channeling Investments
18.10.1.By Country
18.10.2.By Component
18.10.3.By Business Function
18.10.4.By Application
18.10.5.By Technology
18.10.6.By Deployment Mode
18.10.7.By Organization Size
18.10.8.By Industry Vertical
19.Latin America Cognitive Computing Market Analysis and Forecasts, 2023 – 2031
19.1.Overview
19.1.1.Latin America Cognitive Computing Market Revenue (US$ Mn)
19.2.Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
19.2.1.Platform
19.2.2.Services
19.2.2.1.Managed Services
19.2.2.2.Professional Services
19.3.Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
19.3.1.Marketing and Sales
19.3.2.Operations
19.3.3.Finance
19.3.4.Human Resource
19.3.5.Others
19.4.Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
19.4.1.Automation
19.4.2.Intelligent Virtual Assistants and Chatbots
19.4.3.Behavioral Analysis
19.4.4.Biometrics
19.4.5.Others
19.5.Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
19.5.1.Machine Learning
19.5.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
19.5.3.Computer Vision
19.5.4.Machine Vision
19.5.5.Robotics
19.5.6.Deep Learning
19.5.7.Natural Language Processing
19.6.Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
19.6.1.On-Premises
19.6.2.Cloud
19.6.3.Hybrid
19.7.Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
19.7.1.Large Enterprises
19.7.2.Small and Medium-Sized Enterprises
19.8.Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
19.8.1.Banking, Financial Services, and Insurance
19.8.2.IT and Telecommunications
19.8.3.Retail and Ecommerce
19.8.4.Healthcare and Life Sciences
19.8.5.Government
19.8.6.Travel and Hospitality
19.8.7.Manufacturing
19.8.8.Media and Entertainment
19.8.9.Others
19.9.Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Country
19.9.1.Brazil
19.9.1.1.Brazil Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
19.9.1.1.1.Platform
19.9.1.1.2.Services
19.9.1.1.2.1.Managed Services
19.9.1.1.2.2.Professional Services
19.9.1.2.Brazil Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
19.9.1.2.1.Marketing and Sales
19.9.1.2.2.Operations
19.9.1.2.3.Finance
19.9.1.2.4.Human Resource
19.9.1.2.5.Others
19.9.1.3.Brazil Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
19.9.1.3.1.Automation
19.9.1.3.2.Intelligent Virtual Assistants and Chatbots
19.9.1.3.3.Behavioral Analysis
19.9.1.3.4.Biometrics
19.9.1.3.5.Others
19.9.1.4.Brazil Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
19.9.1.4.1.Machine Learning
19.9.1.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
19.9.1.4.3.Computer Vision
19.9.1.4.4.Machine Vision
19.9.1.4.5.Robotics
19.9.1.4.6.Deep Learning
19.9.1.4.7.Natural Language Processing
19.9.1.5.Brazil Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
19.9.1.5.1.On-Premises
19.9.1.5.2.Cloud
19.9.1.5.3.Hybrid
19.9.1.6.Brazil Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
19.9.1.6.1.Large Enterprises
19.9.1.6.2.Small and Medium-Sized Enterprises
19.9.1.7.Brazil Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
19.9.1.7.1.Banking, Financial Services, and Insurance
19.9.1.7.2.IT and Telecommunications
19.9.1.7.3.Retail and Ecommerce
19.9.1.7.4.Healthcare and Life Sciences
19.9.1.7.5.Government
19.9.1.7.6.Travel and Hospitality
19.9.1.7.7.Manufacturing
19.9.1.7.8.Media and Entertainment
19.9.1.7.9.Others
19.9.2.Argentina
19.9.2.1.Argentina Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
19.9.2.1.1.Platform
19.9.2.1.2.Services
19.9.2.1.2.1.Managed Services
19.9.2.1.2.2.Professional Services
19.9.2.2.Argentina Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
19.9.2.2.1.Marketing and Sales
19.9.2.2.2.Operations
19.9.2.2.3.Finance
19.9.2.2.4.Human Resource
19.9.2.2.5.Others
19.9.2.3.Argentina Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
19.9.2.3.1.Automation
19.9.2.3.2.Intelligent Virtual Assistants and Chatbots
19.9.2.3.3.Behavioral Analysis
19.9.2.3.4.Biometrics
19.9.2.3.5.Others
19.9.2.4.Argentina Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
19.9.2.4.1.Machine Learning
19.9.2.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
19.9.2.4.3.Computer Vision
19.9.2.4.4.Machine Vision
19.9.2.4.5.Robotics
19.9.2.4.6.Deep Learning
19.9.2.4.7.Natural Language Processing
19.9.2.5.Argentina Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
19.9.2.5.1.On-Premises
19.9.2.5.2.Cloud
19.9.2.5.3.Hybrid
19.9.2.6.Argentina Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
19.9.2.6.1.Large Enterprises
19.9.2.6.2.Small and Medium-Sized Enterprises
19.9.2.7.Argentina Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
19.9.2.7.1.Banking, Financial Services, and Insurance
19.9.2.7.2.IT and Telecommunications
19.9.2.7.3.Retail and Ecommerce
19.9.2.7.4.Healthcare and Life Sciences
19.9.2.7.5.Government
19.9.2.7.6.Travel and Hospitality
19.9.2.7.7.Manufacturing
19.9.2.7.8.Media and Entertainment
19.9.2.7.9.Others
19.9.3.Rest of Latin America
19.9.3.1.Rest of Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Component
19.9.3.1.1.Platform
19.9.3.1.2.Services
19.9.3.1.2.1.Managed Services
19.9.3.1.2.2.Professional Services
19.9.3.2.Rest of Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Business Function
19.9.3.2.1.Marketing and Sales
19.9.3.2.2.Operations
19.9.3.2.3.Finance
19.9.3.2.4.Human Resource
19.9.3.2.5.Others
19.9.3.3.Rest of Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Application
19.9.3.3.1.Automation
19.9.3.3.2.Intelligent Virtual Assistants and Chatbots
19.9.3.3.3.Behavioral Analysis
19.9.3.3.4.Biometrics
19.9.3.3.5.Others
19.9.3.4.Rest of Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Technology
19.9.3.4.1.Machine Learning
19.9.3.4.2.Human Machine Interface (HMI)/Human Computer Interface (HCI)
19.9.3.4.3.Computer Vision
19.9.3.4.4.Machine Vision
19.9.3.4.5.Robotics
19.9.3.4.6.Deep Learning
19.9.3.4.7.Natural Language Processing
19.9.3.5.Rest of Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Deployment Mode
19.9.3.5.1.On-Premises
19.9.3.5.2.Cloud
19.9.3.5.3.Hybrid
19.9.3.6.Rest of Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Organization Size
19.9.3.6.1.Large Enterprises
19.9.3.6.2.Small and Medium-Sized Enterprises
19.9.3.7.Rest of Latin America Cognitive Computing Market Revenue (US$ Mn) and Forecasts, By Industry Vertical
19.9.3.7.1.Banking, Financial Services, and Insurance
19.9.3.7.2.IT and Telecommunications
19.9.3.7.3.Retail and Ecommerce
19.9.3.7.4.Healthcare and Life Sciences
19.9.3.7.5.Government
19.9.3.7.6.Travel and Hospitality
19.9.3.7.7.Manufacturing
19.9.3.7.8.Media and Entertainment
19.9.3.7.9.Others
19.10.Key Segment for Channeling Investments
19.10.1.By Country
19.10.2.By Component
19.10.3.By Business Function
19.10.4.By Application
19.10.5.By Technology
19.10.6.By Deployment Mode
19.10.7.By Organization Size
19.10.8.By Industry Vertical
20.Competitive Benchmarking
20.1.Brand Benchmarking
20.2.Market Share Analysis, 2022
20.3.Global Presence and Growth Strategies
20.3.1.Mergers and Acquisitions
20.3.2.Product Launches
20.3.3.Investments Trends
20.3.4.R&D Initiatives
21.Player Profiles
21.1.Amazon Web Services, Inc.
21.1.1.Company Details
21.1.2.Company Overview
21.1.3.Product Offerings
21.1.4.Key Developments
21.1.5.Financial Analysis
21.1.6.SWOT Analysis
21.1.7.Business Strategies
21.2.Artificial Solutions
21.2.1.Company Details
21.2.2.Company Overview
21.2.3.Product Offerings
21.2.4.Key Developments
21.2.5.Financial Analysis
21.2.6.SWOT Analysis
21.2.7.Business Strategies
21.3.Cisco
21.3.1.Company Details
21.3.2.Company Overview
21.3.3.Product Offerings
21.3.4.Key Developments
21.3.5.Financial Analysis
21.3.6.SWOT Analysis
21.3.7.Business Strategies
21.4.CognitiveScale
21.4.1.Company Details
21.4.2.Company Overview
21.4.3.Product Offerings
21.4.4.Key Developments
21.4.5.Financial Analysis
21.4.6.SWOT Analysis
21.4.7.Business Strategies
21.5.Enterra Solutions
21.5.1.Company Details
21.5.2.Company Overview
21.5.3.Product Offerings
21.5.4.Key Developments
21.5.5.Financial Analysis
21.5.6.SWOT Analysis
21.5.7.Business Strategies
21.6.Google
21.6.1.Company Details
21.6.2.Company Overview
21.6.3.Product Offerings
21.6.4.Key Developments
21.6.5.Financial Analysis
21.6.6.SWOT Analysis
21.6.7.Business Strategies
21.7.IBM
21.7.1.Company Details
21.7.2.Company Overview
21.7.3.Product Offerings
21.7.4.Key Developments
21.7.5.Financial Analysis
21.7.6.SWOT Analysis
21.7.7.Business Strategies
21.8.Microsoft
21.8.1.Company Details
21.8.2.Company Overview
21.8.3.Product Offerings
21.8.4.Key Developments
21.8.5.Financial Analysis
21.8.6.SWOT Analysis
21.8.7.Business Strategies
21.9.Numenta
21.9.1.Company Details
21.9.2.Company Overview
21.9.3.Product Offerings
21.9.4.Key Developments
21.9.5.Financial Analysis
21.9.6.SWOT Analysis
21.9.7.Business Strategies
21.10.SAS Institute Inc.
21.10.1.Company Details
21.10.2.Company Overview
21.10.3.Product Offerings
21.10.4.Key Developments
21.10.5.Financial Analysis
21.10.6.SWOT Analysis
21.10.7.Business Strategies
21.11.SparkCognition
21.11.1.Company Details
21.11.2.Company Overview
21.11.3.Product Offerings
21.11.4.Key Developments
21.11.5.Financial Analysis
21.11.6.SWOT Analysis
21.11.7.Business Strategies
21.12.TATA Consultancy Services Limited
21.12.1.Company Details
21.12.2.Company Overview
21.12.3.Product Offerings
21.12.4.Key Developments
21.12.5.Financial Analysis
21.12.6.SWOT Analysis
21.12.7.Business Strategies
21.13.Virtusa Corp.
21.13.1.Company Details
21.13.2.Company Overview
21.13.3.Product Offerings
21.13.4.Key Developments
21.13.5.Financial Analysis
21.13.6.SWOT Analysis
21.13.7.Business Strategies
21.14.Other Market Participants
22.Key Findings

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Note: This ToC is tentative and can be changed according to the research study conducted during the course of report completion.

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Global Cognitive Computing Market

By Component

 Platform
 Services
· Managed Services
· Professional Services

By Business Function

 Marketing and Sales
 Operations
 Finance
 Human Resource
 Others

By Application

 Automation
 Intelligent Virtual Assistants and Chatbots
 Behavioral Analysis
 Biometrics
 Others

By Technology

 Machine Learning
 Human Machine Interface (HMI)/Human Computer Interface (HCI)
 Computer Vision
 Machine Vision
 Robotics
 Deep Learning
 Natural Language Processing

By Deployment Mode

 On-Premises
 Cloud
 Hybrid

By Organization Size

 Large Enterprises
 Small and Medium-Sized Enterprises

By Industry Vertical

 Banking, Financial Services, and Insurance
 IT and Telecommunications
 Retail and Ecommerce
 Healthcare and Life Sciences
 Government
 Travel and Hospitality
 Manufacturing
 Media and Entertainment
 Others

By Region

 North America (U.S., Canada, Mexico, Rest of North America)
 Europe (France, The UK, Spain, Germany, Italy, Nordic Countries (Denmark, Finland, Iceland, Sweden, Norway), Benelux Union (Belgium, The Netherlands, Luxembourg), Rest of Europe)
 Asia Pacific (China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia (Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia), Rest of Asia Pacific)
 Middle East & Africa (Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa)
 Latin America (Brazil, Argentina, Rest of Latin America)

Note: This ToC is tentative and can be changed according to the research study conducted during the course of report completion

**Exclusive for Multi-User and Enterprise User.

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The Niche Research approach encompasses both primary and secondary research methods to provide comprehensive insights. While primary research is the cornerstone of our studies, we also incorporate secondary research sources such as company annual reports, premium industry databases, press releases, industry journals, and white papers.

Within our primary research, we actively engage with various industry stakeholders, conducting paid interviews and surveys. Our meticulous analysis extends to every market participant in major countries, allowing us to thoroughly examine their portfolios, calculate market shares, and segment revenues.

Our data collection primarily focuses on individual countries within our research scope, enabling us to estimate regional market sizes. Typically, we employ a bottom-up approach, meticulously tracking trends in different countries. We analyze growth drivers, constraints, technological innovations, and opportunities for each country, ultimately arriving at regional figures.Our process begins by examining the growth prospects of each country. Building upon these insights, we project growth and trends for the entire region. Finally, we utilize our proprietary model to refine estimations and forecasts.

Our data validation standards are integral to ensuring the reliability and accuracy of our research findings. Here’s a breakdown of our data validation processes and the stakeholders we engage with during our primary research:

  • Supply Side Analysis: We initiate a supply side analysis by directly contacting market participants, through telephonic interviews and questionnaires containing both open-ended and close-ended questions. We gather information on their portfolios, segment revenues, developments, and growth strategies.
  • Demand Side Analysis: To gain insights into adoption trends and consumer preferences, we reach out to target customers and users (non-vendors). This information forms a vital part of the qualitative analysis section of our reports, covering market dynamics, adoption trends, consumer behavior, spending patterns, and other related aspects.
  • Consultant Insights: We tap into the expertise of our partner consultants from around the world to obtain their unique viewpoints and perspectives. Their insights contribute to a well-rounded understanding of the markets under investigation.
  • In-House Validation: To ensure data accuracy and reliability, we conduct cross-validation of data points and information through our in-house team of consultants and utilize advanced data modeling tools for thorough verification.

The forecasts we provide are based on a comprehensive assessment of various factors, including:

  • Market Trends and Past Performance (Last Five Years): We accurately analyze market trends and performance data from preceding five years to identify historical patterns and understand the market’s evolution.
  • Historical Performance and Growth of Market Participants: We assess the historical performance and growth trajectories of key market participants. This analysis provides insights into the competitive landscape and individual company strategies.
  • Market Determinants Impact Analysis (Next Eight Years): We conduct a rigorous analysis of the factors that are projected to influence the market over the next eight years. This includes assessing both internal and external determinants that can shape market dynamics.
  • Drivers and Challenges for the Forecast Period:Identify the factors expected to drive market growth during the forecast period, as well as the challenges that the industry may face. This analysis aids in deriving an accurate growth rate projection.
  • New Acquisitions, Collaborations, or Partnerships: We keep a close watch on any new acquisitions, collaborations, or partnerships within the industry. These developments can have a significant impact on market dynamics and competitiveness.
  • Macro and Micro Factors Analysis:A thorough examination of both macro-level factors (e.g., economic trends, regulatory changes) and micro-level factors (e.g., technological advancements, consumer preferences) that may influence the market during the forecast period.
  • End-User Sentiment Analysis: To understand the market from the end-user perspective, we conduct sentiment analysis. This involves assessing the sentiment, preferences, and feedback of the end-users, which can provide valuable insights into market trends.
  • Perspective of Primary Participants: Insights gathered directly from primary research participants play a crucial role in shaping our forecasts. Their perspectives and experiences provide valuable qualitative data.
  • Year-on-Year Growth Trend: We utilize a year-on-year growth trend based on historical market growth and expected future trends. This helps in formulating our growth projections, aligning them with the market’s historical performance.

Research process adopted by TNR involves multiple stages, including data collection, validation, quality checks, and presentation. It’s crucial that the data and information we provide add value to your existing market understanding and expertise. We have also established partnerships with business consulting, research, and survey organizations across regions and globally to collaborate on regional analysis and data validation, ensuring the highest level of accuracy and reliability in our reports.

 

 

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