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Supercomputer Market Report Scope & Overview:

Supercomputer Market size was valued at USD 12.9 billion in 2022 and is expected to grow to USD 12.99 billion by 2030 and grow at a CAGR of 0.09 % over the forecast period of 2023-2030.

A supercomputer is a computer that has the architecture, resources, and components to handle enormous computations. Supercomputers today are comprised of tens of thousands of processors capable of performing billions or trillions of calculations per second. A supercomputer is typically used in enterprises and organizations that require a high amount of computational capability. A supercomputer combines architectural and operational components from parallel and grid processing, in which a process is processed concurrently or distributed across thousands of processors. Vector processing machines, densely connected cluster computers, and commodity clusters are the three basic types of supercomputers. A vector processing machine is a vector processor or central processing unit (CPU) that provides an instruction set in which its instructions are executed.

Supercomputer Market Revenue Analysis

The vector processing machine is a vector processor or central processing unit (CPU) that provides an instruction set with instructions designed to manage massive one-dimensional arrays of data known as vectors efficiently and effectively. A SIMD (Single Instruction Multiple Data) instruction is a vector instruction. Intel, IBM (power), AMD, and other processor types utilized in commercial, research institutions, government bodies, and other applications are among the various processor kinds.

KEY DRIVERS:

  • Increasing popularity of cloud computing

  • Rising need for more processing power is propelling

Businesses that must collect and process massive volumes of data are seeking for ways to analyse this data to help them make decisions. End users also wish to maintain their competitive advantage. As a result, organizations that use a lot of data make significantly better decisions than those that don't. The growing demand for additional processing capability for data management and decision-making is driving the market for supercomputers. Numerous producers stress increased processing power for various end-user sectors, which further boosts the market. For example, in May 2022, IIT Gandhinagar inaugurated Param Ananta, which provided more space for research projects in a number of subjects including as machine learning, data science, and robotics.

RESTRAIN:

  • Extremely High Ownership and Power Consumption

OPPORTUNITY:

  • Increasing need for high-performance computer systems in a variety of industries

  • Advancement in Technology

The rising need for advanced data analytics and visualization techniques is driving market growth. Because of the exponential growth of data in a variety of industries, including healthcare and finance, advanced computer systems that can manage and analyse large volumes of data quickly and effectively are necessary. Supercomputers are in high demand due to their ability to manage massive amounts of data and assist real-time decision-making.

CHALLENGES:

  • High Manufacturing cost

A supercomputer can cost between $100 million and $300 million to design, manufacture, and deploy. These systems utilize 6-7 megawatts of power on average, with peak demand approaching 9.5 megawatts. The annual energy cost for such usage is around US$ 6-US$ 7 million. Over the life of a supercomputer, the energy costs virtually equal the total investment costs. A supercomputer's energy requirements increase as its processing capability grows. In addition, many technicians are necessary. Keep the supercomputer running. Such variables can have a negative impact on market growth.

IMPACT ANALYSIS

IMPACT OF ONGOING RECESSION

Approximately 84% of businesses want to rapidly digitalize work processes, including a large increase in remote working. Employers estimate that 44% of their staff has the ability to work remotely. 78% of company leaders anticipate some reduction in worker productivity. This shows that some industries and businesses are finding it difficult to adjust to the change to remote working induced by the COVID-19 epidemic and recession. To address productivity and well-being problems, over one-third of all companies stated they will take initiatives to foster a sense of community, connection, and belonging among their staff.

KEY MARKET SEGMENTS

By Type

  • Vector Processing Machines

  • Tightly Connected Cluster Computer

  • Commodity Cluster

By Application

  • Cloud Infrastructure

  • Commercial

  • Space & Research Centers

  • Hospitals & Laboratories

  • Government Entities

  • Defense

  • BFSI

By End User

  • Commercial Industries

  • Government Entities

  • Research Institutions

Supercomputer Market Segmentation Analysis

REGIONAL ANALYSIS

APAC has the most installed supercomputers, accounting for more than 46.2% of the total. Chinese businesses are attempting to build their own supercomputing platforms using locally developed software and hardware. China secretly created the world's first exascale supercomputer in 2022, swiftly followed by a second machine. The supercomputers were first reported by The Next Platform, but Kahaner explained them a few months later.

Compared to other countries, China has well-developed supercomputing landscapes with large investments. According to Top800.0rg, as of June 2022, China had roughly 173 of the world's 500 most powerful supercomputers, three times more than its next competitor, the United States, which had an additional 128 supercomputers.

Increased demand for high-performance computing across a range of industries, including the public sector, academic institutions, and industry, the Asia Pacific region will account for the largest revenue share of the global supercomputer market in 2021. Because of the growing number of start-ups and small and medium-sized businesses (SMEs), the region needs efficient data management and processing solutions.

REGIONAL COVERAGE:

North America

  • US

  • Canada

  • Mexico

Europe

  • Eastern Europe

    • Poland

    • Romania

    • Hungary

    • Turkey

    • Rest of Eastern Europe

  • Western Europe

    • Germany

    • France

    • UK

    • Italy

    • Spain

    • Netherlands

    • Switzerland

    • Austria

    • Rest of Western Europe

Asia Pacific

  • China

  • India

  • Japan

  • South Korea

  • Vietnam

  • Singapore

  • Australia

  • Rest of Asia Pacific

Middle East & Africa

  • Middle East

    • UAE

    • Egypt

    • Saudi Arabia

    • Qatar

    • Rest of Middle East

  • Africa

    • Nigeria

    • South Africa

    • Rest of Africa

Latin America

  • Brazil

  • Argentina

  • Colombia

  • Rest of Latin America

KEY PLAYERS 

Some of key players of supercomputer market are Nvidia, NEC Corporation, Lenovo, Intel, IBM, HPE, Fujitsu, Dwave, Honeywell, SpaceX, Dell, Cisco, Atos, Advanced Micro Devices and other players are listed in a final report.

Nvidia-Company Financial Analysis

Company Landscape Analysis

RECENT DEVELOPMENT

  • May 2022 - Hewlett Packard Enterprise (HPE) has announced the development of a powerful new Al supercomputer in collaboration with Cerebras Systems. The new system will be comprised of HPE Superdome Flex servers and Cerebras CS:2 accelerators driven by the massive Wafer-Scale Engine 2 (WSE-2) processor. This supercomputer's name is This summer, the Leibniz Supercomputing Center (LRZ) in Bavaria will go active.

  • March 2022 - India's National Supercomputing Mission (NSM) has announced the deployment of the "PARAM Ganga" supercomputer. The Indian Institute of Technology (IIT) Roorkee has a petascale supercomputer. The newly designed and installed system Under the auspices of the NSM, the Centre for Development of Advanced Computing (C-DAC) will give 1.66Petaflops (probably at their peak).  

  • In January 2022, Meta, formerly known as Facebook, will advance into a new generation of Al and power real-time interactions, such as the remarkable achievement of allowing large groups of people to play an AR game or collaborate on a research project while simultaneously speaking different languages.

    Supercomputer Market Report Scope:
    Report Attributes Details

    Market Size in 2022

     US$ 12.9 Bn

    Market Size by 2030

     US$ 12.99 Bn

    CAGR 

     CAGR of 0.09% From 2023 to 2030

    Base Year

    2022

    Forecast Period

     2023-2030

    Historical Data

     2019-2021

    Report Scope & Coverage

    Market Size, Segments Analysis, Competitive  Landscape, Regional Analysis, DROC & SWOT Analysis, Forecast Outlook

    Key Segments

    By Type (Vector Processing Machines, Tightly Connected Cluster Computer, Commodity Cluster), By Application (Cloud Infrastructure, Commercial, Space & Research Centers, Hospitals & Laboratories, Government Entities, Defense, BFSI), By End User (Commercial Industries, Government Entities, Research Institutions)

    Regional Analysis/Coverage

    North America (US, Canada, Mexico), Europe (Eastern Europe [Poland, Romania, Hungary, Turkey, Rest of Eastern Europe] Western Europe] Germany, France, UK, Italy, Spain, Netherlands, Switzerland, Austria, Rest of Western Europe]), Asia Pacific (China, India, Japan, South Korea, Vietnam, Singapore, Australia, Rest of Asia Pacific), Middle East & Africa (Middle East [UAE, Egypt, Saudi Arabia, Qatar, Rest of Middle East], Africa [Nigeria, South Africa, Rest of Africa], Latin America (Brazil, Argentina, Colombia Rest of Latin America)

    Company Profiles

     Nvidia, NEC Corporation, Lenovo, Intel, IBM, HPE, Fujitsu, Dwave, Honeywell, SpaceX, Dell, Cisco, Atos, Advanced Micro Devices

    Key Drivers

    •Increasing popularity of cloud computing
    •Rising need for more processing power is propelling 

    Market Restraints

    •Extremely High Ownership and Power Consumption

     

 

 

Frequently Asked Questions

Increasing popularity of cloud computing and Rising need for more processing power is propelling

 

 Increasing need for high-performance computer systems in a variety of industries and Advancement in Technology.

Supercomputer Market size was valued at USD 12.91 billion in 2022

   USD 12.99 billion is expected to grow by 2030.

Supercomputer Market is anticipated to expand by 0.09 % from 2023 to 2030.

Table of Contents

1. Introduction
1.1 Market Definition
1.2 Scope
1.3 Research Assumptions

2. Research Methodology

3. Market Dynamics
3.1 Drivers
3.2 Restraints
3.3 Opportunities
3.4 Challenges

4. Impact Analysis
4.1 Impact of the Ukraine- Russia war
4.2 Impact of ongoing Recession
4.2.1 Introduction
4.2.2 Impact on major economies
4.2.2.1 US
4.2.2.2 Canada
4.2.2.3 Germany
4.2.2.4 France
4.2.2.5 United Kingdom
4.2.2.6 China
4.2.2.7 Japan
4.2.2.8 South Korea
4.2.2.9 Rest of the World

5. Value Chain Analysis

6. Porter’s 5 forces model

7. PEST Analysis

8. Supercomputer Market Segmentation, By Type
8.1    Vector Processing Machines
8.2    Tightly Connected Cluster Computer
8.3    Commodity Cluster

9. Supercomputer Market Segmentation, By Application
9.1    Cloud Infrastructure
9.2    Commercial
9.3    Space & Research Centers
9.4    Hospitals & Laboratories
9.5    Government Entities
9.6    Defense
9.7    BFSI

10. Supercomputer Market Segmentation, By End User
10.1 Commercial Industries
10.2 Government Entities
10.3 Research Institutions

11. Regional Analysis
11.1 Introduction
11.2 North America
11.2.1 North America Supercomputer Market by Country
11.2.2North America Supercomputer Market by Type
11.2.3 North America Supercomputer Market by Application
11.2.4 North America Supercomputer Market by End User
11.2.5 USA
11.2.5.1 USA Supercomputer Market by Type
11.2.5.2 USA Supercomputer Market by Application
11.2.5.3 USA Supercomputer Market by End User
11.2.6 Canada
11.2.6.1 Canada Supercomputer Market by Type
11.2.6.2 Canada Supercomputer Market by Application
11.2.6.3 Canada Supercomputer Market by End User
11.2.7 Mexico
11.2.7.1 Mexico Supercomputer Market by Type
11.2.7.2 Mexico Supercomputer Market by Application
11.2.7.3 Mexico Supercomputer Market by End User
11.3 Europe
11.3.1 Eastern Europe
11.3.1.1 Eastern Europe Supercomputer Market by Country
11.3.1.2 Eastern Europe Supercomputer Market by Type
11.3.1.3 Eastern Europe Supercomputer Market by Application
11.3.1.4 Eastern Europe Supercomputer Market by End User
11.3.1.5 Poland
11.3.1.5.1 Poland Supercomputer Market by Type
11.3.1.5.2 Poland Supercomputer Market by Application
11.3.1.5.3 Poland Supercomputer Market by End User
11.3.1.6 Romania
11.3.1.6.1 Romania Supercomputer Market by Type
11.3.1.6.2 Romania Supercomputer Market by Application
11.3.1.6.4 Romania Supercomputer Market by End User
11.3.1.7 Turkey
11.3.1.7.1 Turkey Supercomputer Market by Type
11.3.1.7.2 Turkey Supercomputer Market by Application
11.3.1.7.3 Turkey Supercomputer Market by End User
11.3.1.8 Rest of Eastern Europe
11.3.1.8.1 Rest of Eastern Europe Supercomputer Market by Type
11.3.1.8.2 Rest of Eastern Europe Supercomputer Market by Application
11.3.1.8.3 Rest of Eastern Europe Supercomputer Market by End User
11.3.2 Western Europe
11.3.2.1 Western Europe Supercomputer Market by Type
11.3.2.2 Western Europe Supercomputer Market by Application
11.3.2.3 Western Europe Supercomputer Market by End User
11.3.2.4 Germany
11.3.2.4.1 Germany Supercomputer Market by Type
11.3.2.4.2 Germany Supercomputer Market by Application
11.3.2.4.3 Germany Supercomputer Market by End User
11.3.2.5 France
11.3.2.5.1 France Supercomputer Market by Type
11.3.2.5.2 France Supercomputer Market by Application
11.3.2.5.3 France Supercomputer Market by End User
11.3.2.6 UK
11.3.2.6.1 UK Supercomputer Market by Type
11.3.2.6.2 UK Supercomputer Market by Application
11.3.2.6.3 UK Supercomputer Market by End User
11.3.2.7 Italy
11.3.2.7.1 Italy Supercomputer Market by Type
11.3.2.7.2 Italy Supercomputer Market by Application
11.3.2.7.3 Italy Supercomputer Market by End User
11.3.2.8 Spain
11.3.2.8.1 Spain Supercomputer Market by Type
11.3.2.8.2 Spain Supercomputer Market by Application
11.3.2.8.3 Spain Supercomputer Market by End User
11.3.2.9 Netherlands
11.3.2.9.1 Netherlands Supercomputer Market by Type
11.3.2.9.2 Netherlands Supercomputer Market by Application
11.3.2.9.3 Netherlands Supercomputer Market by End User
11.3.2.10 Switzerland
11.3.2.10.1 Switzerland Supercomputer Market by Type
11.3.2.10.2 Switzerland Supercomputer Market by Application
11.3.2.10.3 Switzerland Supercomputer Market by End User
11.3.2.11.1 Austria
11.3.2.11.2 Austria Supercomputer Market by Type
11.3.2.11.3 Austria Supercomputer Market by Application
11.3.2.11.4 Austria Supercomputer Market by End User
11.3.2.12 Rest of Western Europe
11.3.2.12.1 Rest of Western Europe Supercomputer Market by Type
11.3.2.12.2 Rest of Western Europe Supercomputer Market by Application
11.3.2.12.3 Rest of Western Europe Supercomputer Market by End User
11.4 Asia-Pacific
11.4.1 Asia-Pacific Supercomputer Market by Country
11.4.2 Asia-Pacific Supercomputer Market by Type
11.4.3 Asia-Pacific Supercomputer Market by Application
11.4.4 Asia-Pacific Supercomputer Market by End User
11.4.5 China
11.4.5.1 China Supercomputer Market by Type
11.4.5.2 China Supercomputer Market by End User
11.4.5.3 China Supercomputer Market by Application
11.4.6 India
11.4.6.1 India Supercomputer Market by Type
11.4.6.2 India Supercomputer Market by Application
11.4.6.3 India Supercomputer Market by End User
11.4.7 Japan
11.4.7.1 Japan Supercomputer Market by Type
11.4.7.2 Japan Supercomputer Market by Application
11.4.7.3 Japan Supercomputer Market by End User
11.4.8 South Korea
11.4.8.1 South Korea Supercomputer Market by Type
11.4.8.2 South Korea Supercomputer Market by Application
11.4.8.3 South Korea Supercomputer Market by End User
11.4.9 Vietnam
11.4.9.1 Vietnam Supercomputer Market by Type
11.4.9.2 Vietnam Supercomputer Market by Application
11.4.9.3 Vietnam Supercomputer Market by End User
11.4.10 Singapore
11.4.10.1 Singapore Supercomputer Market by Type
11.4.10.2 Singapore Supercomputer Market by Application
11.4.10.3 Singapore Supercomputer Market by End User
11.4.11 Australia
11.4.11.1 Australia Supercomputer Market by Type
11.4.11.2 Australia Supercomputer Market by Application
11.4.11.3 Australia Supercomputer Market by End User
11.4.12 Rest of Asia-Pacific
11.4.12.1 Rest of Asia-Pacific Supercomputer Market by Type
11.4.12.2 Rest of Asia-Pacific Supercomputer Market by Application
11.4.12.3 Rest of Asia-Pacific Supercomputer Market by End User
11.5 Middle East & Africa
11.5.1 Middle East
11.5.1.1 Middle East Supercomputer Market by Country
11.5.1.2 Middle East Supercomputer Market by Type
11.5.1.3 Middle East Supercomputer Market by Application
11.5.1.4 Middle East Supercomputer Market by End User
11.5.1.5 UAE
11.5.1.5.1 UAE Supercomputer Market by Type
11.5.1.5.2 UAE Supercomputer Market by Application
11.5.1.5.3 UAE Supercomputer Market by End User
11.5.1.6 Egypt
11.5.1.6.1 Egypt Supercomputer Market by Type
11.5.1.6.2 Egypt Supercomputer Market by Application
11.5.1.6.3 Egypt Supercomputer Market by End User
11.5.1.7 Saudi Arabia
11.5.1.7.1 Saudi Arabia Supercomputer Market by Type
11.5.1.7.2 Saudi Arabia Supercomputer Market by Application
11.5.1.7.3 Saudi Arabia Supercomputer Market by End User
11.5.1.8 Qatar
11.5.1.8.1 Qatar Supercomputer Market by Type
11.5.1.8.2 Qatar Supercomputer Market by Application
11.5.1.8.3 Qatar Supercomputer Market by End User
11.5.1.9 Rest of Middle East
11.5.1.9.1 Rest of Middle East Supercomputer Market by Type
11.5.1.9.2 Rest of Middle East Supercomputer Market by Application
11.5.1.9.3 Rest of Middle East Supercomputer Market by End User
11.5.2 Africa
11.5.2.1 Africa Transfusion Diagnostics Market by Country
11.5.2.2 Africa Supercomputer Market by Type
11.5.2.3 Africa Supercomputer Market by Application
11.5.2.4 Africa Supercomputer Market by End User
11.5.2.5 Nigeria
11.5.2.5.1 Nigeria Supercomputer Market by Type
11.5.2.5.2 Nigeria Supercomputer Market by Application
11.5.2.5.3 Nigeria Supercomputer Market by End User
11.5.2.6 South Africa
11.5.2.6.1 South Africa Supercomputer Market by Type
11.5.2.6.2 South Africa Supercomputer Market by Application
11.5.2.6.3 South Africa Supercomputer Market by End User
11.5.2.7 Rest of Africa
11.5.2.7.1 Rest of Africa Supercomputer Market by Type
11.5.2.7.2 Rest of Africa Supercomputer Market by Application
11.5.2.7.3 Rest of Africa Supercomputer Market by End User
11.6 Latin America
11.6.1 Latin America Supercomputer Market by Country
11.6.2 Latin America Supercomputer Market by Type
11.6.3 Latin America Supercomputer Market by Application
11.6.4 Latin America Supercomputer Market by End User
11.6.5 Brazil
11.6.5.1 Brazil Supercomputer Market by Type
11.6.5.2 Brazil Supercomputer Market by Application
11.6.5.3 Brazil Supercomputer Market by End User
11.6.6 Argentina
11.6.6.1 Argentina Supercomputer Market by Type
11.6.6.2 Argentina Supercomputer Market by Application
11.6.6.3 Argentina Supercomputer Market by End User
11.6.7 Colombia
11.6.7.1 Colombia Supercomputer Market by Type
11.6.7.2 Colombia Supercomputer Market by Application
11.6.7.3 Colombia Supercomputer Market by End User
11.6.8 Rest of Latin America
11.6.8.1 Rest of Latin America Supercomputer Market by Type
11.6.8.2 Rest of Latin America Supercomputer Market by Application
11.6.8.3 Rest of Latin America Supercomputer Market by End User

12   Company profile
12.1 Nvidia
12.1.1 Company Overview 12.1.2 Financial 12.1.3 Products/ Services Offered 12.1.4 SWOT Analysis 12.1.5 The SNS View  12.2 NEC Corporation
12.2.1 Company Overview
12.2.2 Financials
12.2.3 Product/Services Offered
12.2.4 SWOT Analysis
12.2.5 The SNS View
12.3 Lenovo
12.3.1 Company Overview
12.3.2 Financials
12.3.3 Product/Services Offered
12.3.4 SWOT Analysis
12.3.5 The SNS View
12.4 Intel
12.4.1 Company Overview
12.4.2 Financials
12.4.3 Product/Services Offered
12.4.4 SWOT Analysis
12.4.5 The SNS View
12.5 IBM
12.5.1 Company Overview
12.5.2 Financials
12.5.3 Product/Services Offered
12.5.4 SWOT Analysis
12.5.5 The SNS View
12.6 HPE
12.6.1 Company Overview
12.6.2 Financials
12.6.3 Product/Services Offered
12.6.4 SWOT Analysis
12.6.5 The SNS View
12.7 Fujitsu
12.7.1 Company Overview
12.7.2 Financials
12.7.3 Product/Services Offered
12.7.4 SWOT Analysis
12.7.5 The SNS View
12.8 Dwave
12.8.1 Company Overview
12.8.2 Financials
12.8.3 Product/Services Offered
12.8.4 SWOT Analysis
12.8.5 The SNS View
12.9 Honeywell
12.9.1 Company Overview
12.9.2 Financials
12.9.3 Product/Services Offered
12.9.4 SWOT Analysis
12.9.5 The SNS View
12.10 SpaceX
12.10.1 Company Overview
12.10.2 Financials
12.10.3 Product/Services Offered
12.10.4 SWOT Analysis
12.10.5 The SNS View
12.11 Dell
12.11.1 Company Overview
12.11.2 Financials
12.11.3 Product/Services Offered
12.11.4 SWOT Analysis
12.11.5 The SNS View
12.12 Cisco
12.12.1 Company Overview
12.12.2 Financials
12.12.3 Product/Services Offered
12.12.4 SWOT Analysis
12.12.5 The SNS View
12.13 Atos
12.13.1 Company Overview
12.13.2 Financials
12.13.3 Product/Services Offered
12.13.4 SWOT Analysis
12.13.5 The SNS View
12.14 Advanced Micro Devices
12.14.1 Company Overview
12.14.2 Financials
12.14.3 Product/Services Offered
12.14.4 SWOT Analysis
12.14.5 The SNS View

13. Competitive Landscape 
13.1 Competitive Bench marking
13.2 Market Share Analysis
13.3 Recent Developments  
13.3.1 Industry News 
13.3.2 Company News 
13.3.3 Mergers & Acquisitions

14. Use Case and Best Practices

15. Conclusion

An accurate research report requires proper strategizing as well as implementation. There are multiple factors involved in the completion of good and accurate research report and selecting the best methodology to compete the research is the toughest part. Since the research reports we provide play a crucial role in any company’s decision-making process, therefore we at SNS Insider always believe that we should choose the best method which gives us results closer to reality. This allows us to reach at a stage wherein we can provide our clients best and accurate investment to output ratio.

Each report that we prepare takes a timeframe of 350-400 business hours for production. Starting from the selection of titles through a couple of in-depth brain storming session to the final QC process before uploading our titles on our website we dedicate around 350 working hours. The titles are selected based on their current market cap and the foreseen CAGR and growth.

 

The 5 steps process:

Step 1: Secondary Research:

Secondary Research or Desk Research is as the name suggests is a research process wherein, we collect data through the readily available information. In this process we use various paid and unpaid databases which our team has access to and gather data through the same. This includes examining of listed companies’ annual reports, Journals, SEC filling etc. Apart from this our team has access to various associations across the globe across different industries. Lastly, we have exchange relationships with various university as well as individual libraries.

Secondary Research

Step 2: Primary Research

When we talk about primary research, it is a type of study in which the researchers collect relevant data samples directly, rather than relying on previously collected data.  This type of research is focused on gaining content specific facts that can be sued to solve specific problems. Since the collected data is fresh and first hand therefore it makes the study more accurate and genuine.

We at SNS Insider have divided Primary Research into 2 parts.

Part 1 wherein we interview the KOLs of major players as well as the upcoming ones across various geographic regions. This allows us to have their view over the market scenario and acts as an important tool to come closer to the accurate market numbers. As many as 45 paid and unpaid primary interviews are taken from both the demand and supply side of the industry to make sure we land at an accurate judgement and analysis of the market.

This step involves the triangulation of data wherein our team analyses the interview transcripts, online survey responses and observation of on filed participants. The below mentioned chart should give a better understanding of the part 1 of the primary interview.

Primary Research

Part 2: In this part of primary research the data collected via secondary research and the part 1 of the primary research is validated with the interviews from individual consultants and subject matter experts.

Consultants are those set of people who have at least 12 years of experience and expertise within the industry whereas Subject Matter Experts are those with at least 15 years of experience behind their back within the same space. The data with the help of two main processes i.e., FGDs (Focused Group Discussions) and IDs (Individual Discussions). This gives us a 3rd party nonbiased primary view of the market scenario making it a more dependable one while collation of the data pointers.

Step 3: Data Bank Validation

Once all the information is collected via primary and secondary sources, we run that information for data validation. At our intelligence centre our research heads track a lot of information related to the market which includes the quarterly reports, the daily stock prices, and other relevant information. Our data bank server gets updated every fortnight and that is how the information which we collected using our primary and secondary information is revalidated in real time.

Data Bank Validation

Step 4: QA/QC Process

After all the data collection and validation our team does a final level of quality check and quality assurance to get rid of any unwanted or undesired mistakes. This might include but not limited to getting rid of the any typos, duplication of numbers or missing of any important information. The people involved in this process include technical content writers, research heads and graphics people. Once this process is completed the title gets uploader on our platform for our clients to read it.

Step 5: Final QC/QA Process:

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