MARKET INTRODUCTION Naveen Naveen will walk you through a 15-minute call to present the report’s content and answer all queries if you have any.
Artificial Neural Network (ANN) is a dynamic subdivision of machine learning that assists computer scientists in their work on complex tasks, such as making predictions, strategizing, and recognizing trends. An artificial neural network is different from other machine learning algorithms that crunch numbers or organize data; the artificial neural network is an algorithm that learns from previous experience and repetitive tasks performed by its users. An artificial neural network is a model based on the structure and functions of biological neural networks.
MARKET DYNAMICS
Rise in demand for analytical tools and spatial data, growth in demand for cloud-based solutions, and an increase in the market for prediction solutions are the prime factors driving the growth of the artificial neural network market. However, the lack of trained professionals is the primary factor restraining the growth of the artificial neural network market. The increase in application areas for deep neural networks is expected to boost the growth of the artificial neural network market.
MARKET SCOPE
The "Global Artificial Neural Network Market Analysis to 2031" is a specialized and in-depth study of the Artificial neural network market with a special focus on the global market trend analysis. The report aims to provide an overview of Artificial neural network market with detailed market segmentation by component, end-user. The global Artificial neural network market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading Artificial neural network market players and offers key trends and opportunities in the Artificial neural network market.
MARKET SEGMENTATION
The global Artificial neural network market is segmented on the basis of component, end-user. On the basis of component, the market is segmented as software, services. On the basis of end-user, the market is segmented as aerospace and defense, BFSI, public sector, retail, healthcare, IT and telecom, energy and utilities, manufacturing, others.
The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global Artificial neural network market based on various segments. It also provides market size and forecast estimates from year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The Artificial neural network market by each region is later sub-segmented by respective countries and segments. The report covers analysis and forecast of 18 countries globally along with current trend and opportunities prevailing in the region.
The report analyzes factors affecting Artificial neural network market from both demand and supply side and further evaluates market dynamics effecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA and South America after evaluating political, economic, social and technological factors effecting the Artificial neural network market in these regions.
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The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global Artificial neural network market based on various segments. It also provides market size and forecast estimates from year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The Artificial neural network market by each region is later sub-segmented by respective countries and segments. The report covers analysis and forecast of 18 countries globally along with current trend and opportunities prevailing in the region.
The report analyzes factors affecting Artificial neural network market from both demand and supply side and further evaluates market dynamics effecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA and South America after evaluating political, economic, social and technological factors effecting the Artificial neural network market in these regions.
MARKET PLAYERS
The reports cover key developments in the Artificial neural network market as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals and others such as patents and events. Inorganic growth strategies activities witnessed in the market were acquisitions, and partnership & collaborations. These activities have paved way for expansion of business and customer base of market players. The market players from Artificial neural network market are anticipated to lucrative growth opportunities in the future with the rising demand for Artificial neural network market. Below mentioned is the list of few companies engaged in the Artificial neural network market.
The report also includes the profiles of key Artificial neural network market companies along with their SWOT analysis and market strategies. In addition, the report focuses on leading industry players with information such as company profiles, components and services offered, financial information of last 3 years, key development in past five years.
- Afiniti
- Alyuda Research, LLC.
- GMDH LLC.
- Neural Technologies Limited
- NeuralWare
- NeuroDimension, Inc.
- OLSOFT LLC.
- Starmind International AG
- SwiftKey
- Ward Systems Group, Inc.
The Insight Partner's dedicated research and analysis team consist of experienced professionals with advanced statistical expertise and offer various customization options in the existing study.
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Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
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to country scope.
TABLE OF CONTENTS
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Artificial Neural Network Market - By Component
1.3.2 Artificial Neural Network Market - By End-User
1.3.3 Artificial Neural Network Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. ARTIFICIAL NEURAL NETWORK MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PEST ANALYSIS
4.2.1 North America - Pest Analysis
4.2.2 Europe - Pest Analysis
4.2.3 Asia-Pacific - Pest Analysis
4.2.4 Middle East and Africa - Pest Analysis
4.2.5 South and Central America - Pest Analysis
4.3. ECOSYSTEM ANALYSIS
4.4. EXPERT OPINIONS
5. ARTIFICIAL NEURAL NETWORK MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS, RESTRAINTS & EXPECTED INFLUENCE OF COVID-19 PANDEMIC
6. ARTIFICIAL NEURAL NETWORK MARKET - GLOBAL MARKET ANALYSIS
6.1. ARTIFICIAL NEURAL NETWORK - GLOBAL MARKET OVERVIEW
6.2. ARTIFICIAL NEURAL NETWORK - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. ARTIFICIAL NEURAL NETWORK MARKET - REVENUE AND FORECASTS TO 2028 - COMPONENT
7.1. OVERVIEW
7.2. COMPONENT MARKET FORECASTS AND ANALYSIS
7.3. SOFTWARE
7.3.1. Overview
7.3.2. Software Market Forecast and Analysis
7.4. SERVICES
7.4.1. Overview
7.4.2. Services Market Forecast and Analysis
8. ARTIFICIAL NEURAL NETWORK MARKET - REVENUE AND FORECASTS TO 2028 - END-USER
8.1. OVERVIEW
8.2. END-USER MARKET FORECASTS AND ANALYSIS
8.3. AEROSPACE AND DEFENSE
8.3.1. Overview
8.3.2. Aerospace and Defense Market Forecast and Analysis
8.4. BFSI
8.4.1. Overview
8.4.2. BFSI Market Forecast and Analysis
8.5. PUBLIC SECTOR
8.5.1. Overview
8.5.2. Public Sector Market Forecast and Analysis
8.6. RETAIL
8.6.1. Overview
8.6.2. Retail Market Forecast and Analysis
8.7. HEALTHCARE
8.7.1. Overview
8.7.2. Healthcare Market Forecast and Analysis
8.8. IT AND TELECOM
8.8.1. Overview
8.8.2. IT and Telecom Market Forecast and Analysis
8.9. ENERGY AND UTILITIES
8.9.1. Overview
8.9.2. Energy and Utilities Market Forecast and Analysis
8.10. MANUFACTURING
8.10.1. Overview
8.10.2. Manufacturing Market Forecast and Analysis
8.11. OTHERS
8.11.1. Overview
8.11.2. Others Market Forecast and Analysis
9. ARTIFICIAL NEURAL NETWORK MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Artificial Neural Network Market Overview
9.1.2 North America Artificial Neural Network Market Forecasts and Analysis
9.1.3 North America Artificial Neural Network Market Forecasts and Analysis - By Component
9.1.4 North America Artificial Neural Network Market Forecasts and Analysis - By End-User
9.1.5 North America Artificial Neural Network Market Forecasts and Analysis - By Countries
9.1.5.1 United States Artificial Neural Network Market
9.1.5.1.1 United States Artificial Neural Network Market by Component
9.1.5.1.2 United States Artificial Neural Network Market by End-User
9.1.5.2 Canada Artificial Neural Network Market
9.1.5.2.1 Canada Artificial Neural Network Market by Component
9.1.5.2.2 Canada Artificial Neural Network Market by End-User
9.1.5.3 Mexico Artificial Neural Network Market
9.1.5.3.1 Mexico Artificial Neural Network Market by Component
9.1.5.3.2 Mexico Artificial Neural Network Market by End-User
9.2. EUROPE
9.2.1 Europe Artificial Neural Network Market Overview
9.2.2 Europe Artificial Neural Network Market Forecasts and Analysis
9.2.3 Europe Artificial Neural Network Market Forecasts and Analysis - By Component
9.2.4 Europe Artificial Neural Network Market Forecasts and Analysis - By End-User
9.2.5 Europe Artificial Neural Network Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Artificial Neural Network Market
9.2.5.1.1 Germany Artificial Neural Network Market by Component
9.2.5.1.2 Germany Artificial Neural Network Market by End-User
9.2.5.2 France Artificial Neural Network Market
9.2.5.2.1 France Artificial Neural Network Market by Component
9.2.5.2.2 France Artificial Neural Network Market by End-User
9.2.5.3 Italy Artificial Neural Network Market
9.2.5.3.1 Italy Artificial Neural Network Market by Component
9.2.5.3.2 Italy Artificial Neural Network Market by End-User
9.2.5.4 United Kingdom Artificial Neural Network Market
9.2.5.4.1 United Kingdom Artificial Neural Network Market by Component
9.2.5.4.2 United Kingdom Artificial Neural Network Market by End-User
9.2.5.5 Russia Artificial Neural Network Market
9.2.5.5.1 Russia Artificial Neural Network Market by Component
9.2.5.5.2 Russia Artificial Neural Network Market by End-User
9.2.5.6 Rest of Europe Artificial Neural Network Market
9.2.5.6.1 Rest of Europe Artificial Neural Network Market by Component
9.2.5.6.2 Rest of Europe Artificial Neural Network Market by End-User
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Artificial Neural Network Market Overview
9.3.2 Asia-Pacific Artificial Neural Network Market Forecasts and Analysis
9.3.3 Asia-Pacific Artificial Neural Network Market Forecasts and Analysis - By Component
9.3.4 Asia-Pacific Artificial Neural Network Market Forecasts and Analysis - By End-User
9.3.5 Asia-Pacific Artificial Neural Network Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Artificial Neural Network Market
9.3.5.1.1 Australia Artificial Neural Network Market by Component
9.3.5.1.2 Australia Artificial Neural Network Market by End-User
9.3.5.2 China Artificial Neural Network Market
9.3.5.2.1 China Artificial Neural Network Market by Component
9.3.5.2.2 China Artificial Neural Network Market by End-User
9.3.5.3 India Artificial Neural Network Market
9.3.5.3.1 India Artificial Neural Network Market by Component
9.3.5.3.2 India Artificial Neural Network Market by End-User
9.3.5.4 Japan Artificial Neural Network Market
9.3.5.4.1 Japan Artificial Neural Network Market by Component
9.3.5.4.2 Japan Artificial Neural Network Market by End-User
9.3.5.5 South Korea Artificial Neural Network Market
9.3.5.5.1 South Korea Artificial Neural Network Market by Component
9.3.5.5.2 South Korea Artificial Neural Network Market by End-User
9.3.5.6 Rest of Asia-Pacific Artificial Neural Network Market
9.3.5.6.1 Rest of Asia-Pacific Artificial Neural Network Market by Component
9.3.5.6.2 Rest of Asia-Pacific Artificial Neural Network Market by End-User
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Artificial Neural Network Market Overview
9.4.2 Middle East and Africa Artificial Neural Network Market Forecasts and Analysis
9.4.3 Middle East and Africa Artificial Neural Network Market Forecasts and Analysis - By Component
9.4.4 Middle East and Africa Artificial Neural Network Market Forecasts and Analysis - By End-User
9.4.5 Middle East and Africa Artificial Neural Network Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Artificial Neural Network Market
9.4.5.1.1 South Africa Artificial Neural Network Market by Component
9.4.5.1.2 South Africa Artificial Neural Network Market by End-User
9.4.5.2 Saudi Arabia Artificial Neural Network Market
9.4.5.2.1 Saudi Arabia Artificial Neural Network Market by Component
9.4.5.2.2 Saudi Arabia Artificial Neural Network Market by End-User
9.4.5.3 U.A.E Artificial Neural Network Market
9.4.5.3.1 U.A.E Artificial Neural Network Market by Component
9.4.5.3.2 U.A.E Artificial Neural Network Market by End-User
9.4.5.4 Rest of Middle East and Africa Artificial Neural Network Market
9.4.5.4.1 Rest of Middle East and Africa Artificial Neural Network Market by Component
9.4.5.4.2 Rest of Middle East and Africa Artificial Neural Network Market by End-User
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Artificial Neural Network Market Overview
9.5.2 South and Central America Artificial Neural Network Market Forecasts and Analysis
9.5.3 South and Central America Artificial Neural Network Market Forecasts and Analysis - By Component
9.5.4 South and Central America Artificial Neural Network Market Forecasts and Analysis - By End-User
9.5.5 South and Central America Artificial Neural Network Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Artificial Neural Network Market
9.5.5.1.1 Brazil Artificial Neural Network Market by Component
9.5.5.1.2 Brazil Artificial Neural Network Market by End-User
9.5.5.2 Argentina Artificial Neural Network Market
9.5.5.2.1 Argentina Artificial Neural Network Market by Component
9.5.5.2.2 Argentina Artificial Neural Network Market by End-User
9.5.5.3 Rest of South and Central America Artificial Neural Network Market
9.5.5.3.1 Rest of South and Central America Artificial Neural Network Market by Component
9.5.5.3.2 Rest of South and Central America Artificial Neural Network Market by End-User
10. INDUSTRY LANDSCAPE
10.1. MERGERS AND ACQUISITIONS
10.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
10.3. NEW PRODUCT LAUNCHES
10.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
11. ARTIFICIAL NEURAL NETWORK MARKET, KEY COMPANY PROFILES
11.1. AFINITI
11.1.1. Key Facts
11.1.2. Business Description
11.1.3. Products and Services
11.1.4. Financial Overview
11.1.5. SWOT Analysis
11.1.6. Key Developments
11.2. ALYUDA RESEARCH, LLC.
11.2.1. Key Facts
11.2.2. Business Description
11.2.3. Products and Services
11.2.4. Financial Overview
11.2.5. SWOT Analysis
11.2.6. Key Developments
11.3. GMDH LLC.
11.3.1. Key Facts
11.3.2. Business Description
11.3.3. Products and Services
11.3.4. Financial Overview
11.3.5. SWOT Analysis
11.3.6. Key Developments
11.4. NEURAL TECHNOLOGIES LIMITED
11.4.1. Key Facts
11.4.2. Business Description
11.4.3. Products and Services
11.4.4. Financial Overview
11.4.5. SWOT Analysis
11.4.6. Key Developments
11.5. NEURALWARE
11.5.1. Key Facts
11.5.2. Business Description
11.5.3. Products and Services
11.5.4. Financial Overview
11.5.5. SWOT Analysis
11.5.6. Key Developments
11.6. NEURODIMENSION, INC.
11.6.1. Key Facts
11.6.2. Business Description
11.6.3. Products and Services
11.6.4. Financial Overview
11.6.5. SWOT Analysis
11.6.6. Key Developments
11.7. OLSOFT LLC.
11.7.1. Key Facts
11.7.2. Business Description
11.7.3. Products and Services
11.7.4. Financial Overview
11.7.5. SWOT Analysis
11.7.6. Key Developments
11.8. STARMIND INTERNATIONAL AG
11.8.1. Key Facts
11.8.2. Business Description
11.8.3. Products and Services
11.8.4. Financial Overview
11.8.5. SWOT Analysis
11.8.6. Key Developments
11.9. SWIFTKEY
11.9.1. Key Facts
11.9.2. Business Description
11.9.3. Products and Services
11.9.4. Financial Overview
11.9.5. SWOT Analysis
11.9.6. Key Developments
11.10. WARD SYSTEMS GROUP, INC.
11.10.1. Key Facts
11.10.2. Business Description
11.10.3. Products and Services
11.10.4. Financial Overview
11.10.5. SWOT Analysis
11.10.6. Key Developments
12. APPENDIX
12.1. ABOUT THE INSIGHT PARTNERS
12.2. GLOSSARY OF TERMS
The List of Companies
1.Afiniti
2.Alyuda Research, LLC.
3.GMDH LLC.
4.Neural Technologies Limited
5.NeuralWare
6.NeuroDimension, Inc.
7.OLSOFT LLC.
8.Starmind International AG
9.SwiftKey
10.Ward Systems Group, Inc.
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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