System Integration Market

System Integration Market Size by Service (Infrastructure Integration, Application Integration, Data Integration and Others), End User (IT & Telecom, Defense & Security, BFSI, Oil & Gas, Healthcare, Transportation, Retail and Others), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2023 to 2032

Base Year: 2022 Historical Data: 2019-21
  • Report ID: TBI-13606
  • Published Date: Jul, 2023
  • Pages: 236
  • Category: Information Technology & Semiconductors
  • Format: PDF
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The global system integration market was valued at USD 381.31 Billion in 2022 and growing at a CAGR of 13.13% from 2023 to 2032. The market is expected to reach USD 1,309.34 Billion by 2032.  The market is growing significantly as many government agencies, organizations and other industry specialists recognized the benefits of system integration services for enhancing the IT infrastructure. System integration helps in smoother IT operations with automation and digital transformation. It helps leverage IT resources to their complete potential and complements the existing system and processes. System integration helps connect front-desk applications, mobile apps, and websites to back-end systems, which helps manage customer data. Most advanced technologies, such as advanced analytics, cloud services and automation, are also used. Thus the surge in the adoption of cloud computing, growing demand for automation technologies, demand for energy-efficient production processes and increasing security and safety concerns, among others, are eventually driving the system integration market.

Market Introduction:

Leading organizations are increasing the number of systems and software applications for collecting their customers' information. They collect large amounts of data. Most organizations are largely focusing on information systems to support their business operation. It includes decision support systems, management Information systems, transaction processing systems, etc. Leading organizations use ERP (Enterprise Resource Planning) systems and CRM (Customer Relationship Management) systems, which help their staff have reliable data. Organizations largely focus on digital transformation in this age of Artificial Intelligence and Big Data. IT leaders worldwide are focusing on different ways to optimize business operations. Digital technologies have become a big part of the solution. System and application integration solutions help in connecting IT systems and subsystems. It could be several on-premise, cloud-based, or a mix of both. System integration helps streamline and optimize business processes. When the business process is automated, the employees are more efficient as they make informed decisions and take customer satisfaction to another level. It also helps increase sales as the sales staff has all the required customer information. Also, automation significantly reduces the amount of manual work for transferring information from one system to another. It eventually led to re-allocate resources to other, more productive work. Also, the integrated systems help grow the operations to their maximum potential. All these factors are eventually driving the system integration market. System integration's key advantage is that it substantially boosts the organization's productivity. Also, there is a high cost of maintaining different systems, and each program needs certain maintenance. The coordination of maintenance and upgradation is time-consuming and costly. The system integration helps reduce the maintenance cost tremendously and avoids necessary downtime. System integration helps improve customer satisfaction by decreasing the time one spends offering products and services. Thus propelling the growth of the market.

System Integration Market Size

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Recent Development
  • In November 2019: Cisco completed the acquisition of Singularity Networks, which is a network infrastructure analytics organization. Singularity Networks captures, enriches and analyzes the network data to help web organizations and service providers improve network performance, gain visibility and manage costs with reduced downtime. It is helping the organization expand its market share.  
  • In March 2022: Accenture is planning to acquire the digital engineering and operational technology capabilities of Trancom ITS, a logistics technology service provider. This Accenture will make Accenture's Industry X service provide hyper-automation solutions, which is in demand by manufacturing and logistics organization to become more efficient and sustainable in core operations. It will help the organization in gaining more market share in the market.  
  • In July 2021: Capgemini and Qualcomm Technologies, Inc. planned to collaborate to open the advantages of 5G private networks for supporting their clients' digital transformation into intelligent industries. In this collaboration, Capgemini will be in the role of system integrator, which will use the  5G Private network system of Qualcomm Technologies to enable the business transformation of their client and multiply the benefits of 5G. It is making the organization the leading player in the system Integration market. 

Market Dynamics:

Drivers

The surge in the adoption of cloud computing Based on one of the studies of 2021, the use of cloud computing is growing significantly among industries, with around 90% of organizations using cloud computing. Even during the pandemic, the adoption of cloud computing did not slow down. It became the easy solution when people started working from home, and it became impossible to operate from on-premise infrastructure. Another study of 2021 suggested that the cloud services revenue exceeded the organization's spending on the data centre. The cloud service providers offer strong native optimization capabilities, which can help the organization choose the most cost-effective architecture that can deliver the needed performance. Hence driving the growth of the system integration market.

Restraints:

High Investment cost – There is a need for high investment in installing solutions like MES and SCADA, among others, which is restricting the process automation market. Also, there are several difficulties in integrating the legacy system with the latest emerging technologies. Also, there is a shortage of technologically skilled professionals to operate sophisticated systems. Also, there is a threat of cyber attacks. All these factors are acting as restraints for the market. 

Opportunities:

The growing investment by leading organizations in advanced technologies – Industrial organizations are investing in the upgradation of their manufacturing plants and R&D centers. There is a surge in investments in software solutions, helping accelerate product and process innovation and elevating the customer experience. It connects the system for driving automation and end-to-end design. The connected system helps in managing the data, which can guide in improving the delivery of goods and services. Leading organizations are increasing their investments in artificial intelligence (AI). Based on one of the studies, by 2025, around a fifth of the world's computing infrastructure will be used for AI. All these factors eventually drive the system integration market in the forecasting period. 

Regional segmentation analysis:

The regions analyzed for the market include North America, Europe, South America, Asia Pacific, the Middle East, and Africa. North America emerged as the largest market for the global System Integration market, with a 36.67% share of the market revenue in 2022.

North American region will account for the largest market share with revenue growth. It is attributed to the presence of all leading players in the region, which offer advanced solutions and invest heavily in its development. Also, in the region, there is a surge in the use of IoT for industrial automation and growing demand for cloud-based services among leading companies. Also, in this region, the BFSI sector is investing heavily to migrate to modern technology. It is helping in improving their customer experience by meeting their requirements.

North America Region System Integration Market Share in 2022 - 36.67%

 

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  • Based on one of the studies in 2023, in the US, around 60% of consumers are interested in using digital banks. It is found that millennials are more interested in digital banking, with around 79 per cent, and the baby boomers are not much interested. Around 27% of Americans are using online-only banks. These factors are eventually driving the system integration market in North America.
Service Segment Analysis

The service segment is divided into infrastructure integration, application integration, data integration and others. The infrastructure integration segment dominated the market, with a market share of around 38.18% in 2022. This factor is due to the growing need for an integrated, secure, agile IT infrastructure. The leading organizations are trying to adopt new IT infrastructure, creating the demand for infrastructure integration. Several organizations seek effective infrastructure integration solutions with the growing BFSI sector.

End User Segment Analysis

The end-user segment is divided into IT & telecom, defence & security, BFSI, oil & gas, healthcare, transportation, retail and others. The BFSI segment dominated the market, with a market share of around 20.45% in 2022. The BFSI sector is focusing on offering innovative solutions and improving customer engagement. Hence they are gradually adopting digital transformation, which helps offer new and better products and services by controlling and decreasing operational costs. The use of IoT and Big Data etc., are offering deep insight into customer data, and hence the use of data analytics and AI etc., have become crucial to stay competitive in the market. 

Some of the Key Market Players:
  • Deloitte Touche Tohmatsu Limited
  • Tata Consultancy Services Limited
  • Accenture
  • Tech Mahindra Limited
  • Fortinet, Inc.
  • Capgemini
  • Cognizant
  • Cisco Systems, Inc.
  • International Business Machines Corporation
  • Infosys Limited

Report Description: 

Attribute Description
Market Size Revenue (USD Billion)
Market size value in 2022 USD 381.31 Billion
Market size value in 2032 USD 1,309.34 Billion
CAGR (2023 to 2032) 13.13%
Historical data 2019-2021
Base Year 2022
Forecast 2023-2032
Region The regions analyzed for the market are Asia Pacific, Europe, South America, North America, and Middle East & Africa. Furthermore, the regions are further analyzed at the country level.
Segments Service and End User

Frequesntly Asked Questions

North America region emerged as the largest market for the System Integration.

The market's growth will be influenced by the surge in the adoption of cloud computing.

High Investment cost could hamper the market growth.

Growing investment by leading organizations on advanced technologies will provide huge opportunities to the market.

Key players are Deloitte Touche Tohmatsu Limited, Tata Consultancy Services Limited, Accenture, Tech Mahindra Limited, Fortinet, Inc., Capgemini, Cognizant, Cisco Systems, Inc., International Business Machines Corporation and Infosys Limited among others.

1. Introduction
    1.1. Objectives of the Study
    1.2. Market Definition
    1.3. Research Scope
    1.4. Currency
    1.5. Key Target Audience

2. Research Methodology and Assumptions

3. Executive Summary

4. Premium Insights
    4.1. Porter’s Five Forces Analysis
    4.2. Value Chain Analysis
    4.3. Top Investment Pockets
          4.3.1. Market Attractiveness Analysis By Service
          4.3.2. Market Attractiveness Analysis By End User
          4.3.3. Market Attractiveness Analysis By Region
    4.4. Industry Trends

5. Market Dynamics
    5.1. Market Evaluation
    5.2. Drivers
          5.2.1. Surge in the adoption of cloud computing
    5.3. Restraints
          5.3.1. High Investment cost
    5.4. Opportunities
          5.4.1. Growing investment by leading organizations on advanced technologies
    5.5. Challenges
          5.5.1. Economic slowdown

6. Global System Integration Market Analysis and Forecast, By Service
    6.1. Segment Overview
    6.2. Infrastructure Integration
    6.3. Application Integration
    6.4. Data Integration
    6.5. Others

7. Global System Integration Market Analysis and Forecast, By End User
    7.1. Segment Overview
    7.2. IT & Telecom
    7.3. Defence & Security
    7.4. BFSI
    7.5. Oil & Gas
    7.6. Healthcare
    7.7. Transportation
    7.8. Retail
    7.9. Others

8. Global System Integration Market Analysis and Forecast, By Regional Analysis
    8.1. Segment Overview
    8.2. North America
          8.2.1. U.S.
          8.2.2. Canada
          8.2.3. Mexico
    8.3. Europe
          8.3.1. Germany
          8.3.2. France
          8.3.3. U.K.
          8.3.4. Italy
          8.3.5. Spain
    8.4. Asia-Pacific
          8.4.1. Japan
          8.4.2. China
          8.4.3. India
    8.5. South America
          8.5.1. Brazil
    8.6. Middle East and Africa
          8.6.1. UAE
          8.6.2. South Africa

9. Global System Integration Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in Global System Integration Market
          9.2.1. Global Company Market Share
          9.2.2. North America Company Market Share
          9.2.3. Europe Company Market Share
          9.2.4. APAC Company Market Share
    9.3. Competitive Situations and Trends
          9.3.1. Product Launches and Developments
          9.3.2. Partnerships, Collaborations, and Agreements
          9.3.3. Mergers & Acquisitions
          9.3.4. Expansions

10. Company Profiles
    10.1. Deloitte Touche Tohmatsu Limited
          10.1.1. Business Overview
          10.1.2. Company Snapshot
          10.1.3. Company Market Share Analysis
          10.1.4. Company Product Portfolio
          10.1.5. Recent Developments
          10.1.6. SWOT Analysis
    10.2. Tata Consultancy Services Limited.
          10.2.1. Business Overview
          10.2.2. Company Snapshot
          10.2.3. Company Market Share Analysis
          10.2.4. Company Product Portfolio
          10.2.5. Recent Developments
          10.2.6. SWOT Analysis
    10.3. Accenture
          10.3.1. Business Overview
          10.3.2. Company Snapshot
          10.3.3. Company Market Share Analysis
          10.3.4. Company Product Portfolio
          10.3.5. Recent Developments
          10.3.6. SWOT Analysis
    10.4. Tech Mahindra Limited
          10.4.1. Business Overview
          10.4.2. Company Snapshot
          10.4.3. Company Market Share Analysis
          10.4.4. Company Product Portfolio
          10.4.5. Recent Developments
          10.4.6. SWOT Analysis
    10.5. Fortinet, Inc.
          10.5.1. Business Overview
          10.5.2. Company Snapshot
          10.5.3. Company Market Share Analysis
          10.5.4. Company Product Portfolio
          10.5.5. Recent Developments
          10.5.6. SWOT Analysis
    10.6. Capgemini
          10.6.1. Business Overview
          10.6.2. Company Snapshot
          10.6.3. Company Market Share Analysis
          10.6.4. Company Product Portfolio
          10.6.5. Recent Developments
          10.6.6. SWOT Analysis
    10.7. Cognizant
          10.7.1. Business Overview
          10.7.2. Company Snapshot
          10.7.3. Company Market Share Analysis
          10.7.4. Company Product Portfolio
          10.7.5. Recent Developments
          10.7.6. SWOT Analysis
    10.8. Cisco Systems, Inc.
          10.8.1. Business Overview
          10.8.2. Company Snapshot
          10.8.3. Company Market Share Analysis
          10.8.4. Company Product Portfolio
          10.8.5. Recent Developments
          10.8.6. SWOT Analysis
    10.9. International Business Machines Corporation
          10.9.1. Business Overview
          10.9.2. Company Snapshot
          10.9.3. Company Market Share Analysis
          10.9.4. Company Product Portfolio
          10.9.5. Recent Developments
          10.9.6. SWOT Analysis
    10.10. Infosys Limited
          10.10.1. Business Overview
          10.10.2. Company Snapshot
          10.10.3. Company Market Share Analysis
          10.10.4. Company Product Portfolio
          10.10.5. Recent Developments
          10.10.6. SWOT Analysis

List of Table

1. Global System Integration Market, By Service, 2019-2032 (USD Billion)

2. Global Infrastructure Integration, System Integration Market, By Region, 2019-2032 (USD Billion) 

3. Global Application Integration, System Integration Market, By Region, 2019-2032 (USD Billion) 

4. Global Data Integration, System Integration Market, By Region, 2019-2032 (USD Billion) 

5. Global Others, System Integration Market, By Region, 2019-2032 (USD Billion) 

6. Global System Integration Market, By End User, 2019-2032 (USD Billion) 

7. Global IT & Telecom, System Integration Market, By Region, 2019-2032 (USD Billion) 

8. Global Defence & Security, System Integration Market, By Region, 2019-2032 (USD Billion) 

9. Global BFSI, System Integration Market, By Region, 2019-2032 (USD Billion) 

10. Global Oil & Gas, System Integration Market, By Region, 2019-2032 (USD Billion) 

11. Global Healthcare, System Integration Market, By Region, 2019-2032 (USD Billion) 

12. Global Transportation, System Integration Market, By Region, 2019-2032 (USD Billion) 

13. Global Retail, System Integration Market, By Region, 2019-2032 (USD Billion) 

14. Global Others, System Integration Market, By Region, 2019-2032 (USD Billion) 

15. North America System Integration Market, By Service, 2019-2032 (USD Billion)

16. North America System Integration Market, By End User, 2019-2032 (USD Billion)

17. U.S. System Integration Market, By Service, 2019-2032 (USD Billion)

18. U.S. System Integration Market, By End User, 2019-2032 (USD Billion)

19. Canada System Integration Market, By Service, 2019-2032 (USD Billion)

20. Canada System Integration Market, By End User, 2019-2032 (USD Billion)

21. Mexico System Integration Market, By Service, 2019-2032 (USD Billion)

22. Mexico System Integration Market, By End User, 2019-2032 (USD Billion)

23. Europe System Integration Market, By Service, 2019-2032 (USD Billion)

24. Europe System Integration Market, By End User, 2019-2032 (USD Billion)

25. Germany System Integration Market, By Service, 2019-2032 (USD Billion)

26. Germany System Integration Market, By End User, 2019-2032 (USD Billion)

27. France System Integration Market, By Service, 2019-2032 (USD Billion)

28. France System Integration Market, By End User, 2019-2032 (USD Billion)

29. U.K. System Integration Market, By Service, 2019-2032 (USD Billion)

30. U.K. System Integration Market, By End User, 2019-2032 (USD Billion)

31. Italy System Integration Market, By Service, 2019-2032 (USD Billion)

32. Italy System Integration Market, By End User, 2019-2032 (USD Billion)

33. Spain System Integration Market, By Service, 2019-2032 (USD Billion)

34. Spain System Integration Market, By End User, 2019-2032 (USD Billion)

35. Asia Pacific System Integration Market, By Service, 2019-2032 (USD Billion)

36. Asia Pacific System Integration Market, By End User, 2019-2032 (USD Billion)

37. Japan System Integration Market, By Service, 2019-2032 (USD Billion)

38. Japan System Integration Market, By End User, 2019-2032 (USD Billion)

39. China System Integration Market, By Service, 2019-2032 (USD Billion)

40. China System Integration Market, By End User, 2019-2032 (USD Billion)

41. India System Integration Market, By Service, 2019-2032 (USD Billion)

42. India System Integration Market, By End User, 2019-2032 (USD Billion)

43. South America System Integration Market, By Service, 2019-2032 (USD Billion)

44. South America System Integration Market, By End User, 2019-2032 (USD Billion)

45. Brazil System Integration Market, By Service, 2019-2032 (USD Billion)

46. Brazil System Integration Market, By End User, 2019-2032 (USD Billion)

47. Middle East and Africa System Integration Market, By Service, 2019-2032 (USD Billion)

48. Middle East and Africa System Integration Market, By End User, 2019-2032 (USD Billion)

49. UAE System Integration Market, By Service, 2019-2032 (USD Billion)

50. UAE System Integration Market, By End User, 2019-2032 (USD Billion)

51. South Africa System Integration Market, By Service, 2019-2032 (USD Billion)

52. South Africa System Integration Market, By End User, 2019-2032 (USD Billion)

List of Figures 

1. Global System Integration Market Segmentation

2. Global System Integration Market: Research Methodology

3. Market Size Estimation Methodology: Bottom-Up Approach

4. Market Size Estimation Methodology: Top-Down Approach

5. Data Triangulation

6. Porter’s Five Forces Analysis 

7. Value Chain Analysis 

8. Global System Integration Market Attractiveness Analysis By Service  

9. Global System Integration Market Attractiveness Analysis By End User 

10. Global System Integration Market Attractiveness Analysis By Region

11. Global System Integration Market: Dynamics

12. Global System Integration Market Share By Service (2023 & 2032)

13. Global System Integration Market Share By End User (2023 & 2032)

14. Global System Integration Market Share By Regions (2023 & 2032)

15. Global System Integration Market Share By Company (2022)

This study forecasts revenue at global, regional, and country levels from 2019 to 2032. The Brainy Insights has segmented the global system integration market based on below mentioned segments:

Global System Integration Market by Service:

  • Infrastructure Integration
  • Application Integration
  • Data Integration
  • Others

Global System Integration Market by End-user:

  • IT & Telecom
  • Defence & Security
  • BFSI
  • Oil & Gas
  • Healthcare
  • Transportation
  • Retail
  • Others

Global System Integration by Region:

  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • Germany
    • France
    • U.K.
    • Italy
    • Spain
  • Asia-Pacific
    • Japan
    • China
    • India
  • South America
    • Brazil
  • Middle East and Africa  
    • UAE
    • South Africa

Methodology

Research has its special purpose to undertake marketing efficiently. In this competitive scenario, businesses need information across all industry verticals; the information about customer wants, market demand, competition, industry trends, distribution channels etc. This information needs to be updated regularly because businesses operate in a dynamic environment. Our organization, The Brainy Insights incorporates scientific and systematic research procedures in order to get proper market insights and industry analysis for overall business success. The analysis consists of studying the market from a miniscule level wherein we implement statistical tools which helps us in examining the data with accuracy and precision. 

Our research reports feature both; quantitative and qualitative aspects for any market. Qualitative information for any market research process are fundamental because they reveal the customer needs and wants, usage and consumption for any product/service related to a specific industry. This in turn aids the marketers/investors in knowing certain perceptions of the customers. Qualitative research can enlighten about the different product concepts and designs along with unique service offering that in turn, helps define marketing problems and generate opportunities. On the other hand, quantitative research engages with the data collection process through interviews, e-mail interactions, surveys and pilot studies. Quantitative aspects for the market research are useful to validate the hypotheses generated during qualitative research method, explore empirical patterns in the data with the help of statistical tools, and finally make the market estimations.

The Brainy Insights offers comprehensive research and analysis, based on a wide assortment of factual insights gained through interviews with CXOs and global experts and secondary data from reliable sources. Our analysts and industry specialist assume vital roles in building up statistical tools and analysis models, which are used to analyse the data and arrive at accurate insights with exceedingly informative research discoveries. The data provided by our organization have proven precious to a diverse range of companies, facilitating them to address issues such as determining which products/services are the most appealing, whether or not customers use the product in the manner anticipated, the purchasing intentions of the market and many others.

Our research methodology encompasses an idyllic combination of primary and secondary initiatives. Key phases involved in this process are listed below:

MARKET RESEARCH PROCESS

Data Procurement:

The phase involves the gathering and collecting of market data and its related information with the help of different sources & research procedures.

The data procurement stage involves in data gathering and collecting through various data sources.

This stage involves in extensive research. These data sources includes:

Purchased Database: Purchased databases play a crucial role in estimating the market sizes irrespective of the domain. Our purchased database includes:

  • The organizational databases such as D&B Hoovers, and Bloomberg that helps us to identify the competitive scenario of the key market players/organizations along with the financial information.
  • Industry/Market databases such as Statista, and Factiva provides market/industry insights and deduce certain formulations. 
  • We also have contractual agreements with various reputed data providers and third party vendors who provide information which are not limited to:
    • Import & Export Data
    • Business Trade Information
    • Usage rates of a particular product/service on certain demographics mainly focusing on the unmet prerequisites

Primary Research: The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. Primary research mainly involves in telephonic interviews, E-mail interactions and face-to-face interviews with the raw material providers, manufacturers/producers, distributors, & independent consultants. The interviews that we conduct provides valuable data on market size and industry growth trends prevailing in the market. Our organization also conducts surveys with the various industry experts in order to gain overall insights of the industry/market. For instance, in healthcare industry we conduct surveys with the pharmacists, doctors, surgeons and nurses in order to gain insights and key information of a medical product/device/equipment which the customers are going to usage. Surveys are conducted in the form of questionnaire designed by our own analyst team. Surveys plays an important role in primary research because surveys helps us to identify the key target audiences of the market. Additionally, surveys helps to identify the key target audience engaged with the market. Our survey team conducts the survey by targeting the key audience, thus gaining insights from them. Based on the perspectives of the customers, this information is utilized to formulate market strategies. Moreover, market surveys helps us to understand the current competitive situation of the industry. To be precise, our survey process typically involve with the 360 analysis of the market. This analytical process begins by identifying the prospective customers for a product or service related to the market/industry to obtain data on how a product/service could fit into customers’ lives.

Secondary Research: The secondary data sources includes information published by the on-profit organizations such as World bank, WHO, company fillings, investor presentations, annual reports, national government documents, statistical databases, blogs, articles, white papers and others. From the annual report, we analyse a company’s revenue to understand the key segment and market share of that organization in a particular region. We analyse the company websites and adopt the product mapping technique which is important for deriving the segment revenue. In the product mapping method, we select and categorize the products offered by the companies catering to domain specific market, deduce the product revenue for each of the companies so as to get overall estimation of the market size. We also source data and analyses trends based on information received from supply side and demand side intermediaries in the value chain. The supply side denotes the data gathered from supplier, distributor, wholesaler and the demand side illustrates the data gathered from the end customers for respective market domain.

The supply side for a domain specific market is analysed by:

  • Estimating and projecting penetration rates through analysing product attributes, availability of internal and external substitutes, followed by pricing analysis of the product.
  • Experiential assessment of year-on-year sales of the product by conducting interviews.

The demand side for the market is estimated through:

  • Evaluating the penetration level and usage rates of the product.
  • Referring to the historical data to determine the growth rate and evaluate the industry trends

In-house Library: Apart from these third-party sources, we have our in-house library of qualitative and quantitative information. Our in-house database includes market data for various industry and domains. These data are updated on regular basis as per the changing market scenario. Our library includes, historic databases, internal audit reports and archives.

Sometimes there are instances where there is no metadata or raw data available for any domain specific market. For those cases, we use our expertise to forecast and estimate the market size in order to generate comprehensive data sets. Our analyst team adopt a robust research technique in order to produce the estimates:

  • Applying demographic along with psychographic segmentation for market evaluation
  • Determining the Micro and Macro-economic indicators for each region 
  • Examining the industry indicators prevailing in the market. 

Data Synthesis: This stage involves the analysis & mapping of all the information obtained from the previous step. It also involves in scrutinizing the data for any discrepancy observed while data gathering related to the market. The data is collected with consideration to the heterogeneity of sources. Robust scientific techniques are in place for synthesizing disparate data sets and provide the essential contextual information that can orient market strategies. The Brainy Insights has extensive experience in data synthesis where the data passes through various stages:

  • Data Screening: Data screening is the process of scrutinising data/information collected from primary research for errors and amending those collected data before data integration method. The screening involves in examining raw data, identifying errors and dealing with missing data. The purpose of the data screening is to ensure data is correctly entered or not. The Brainy Insights employs objective and systematic data screening grades involving repeated cycles of quality checks, screening and suspect analysis.
  • Data Integration: Integrating multiple data streams is necessary to produce research studies that provide in-depth picture to the clients. These data streams come from multiple research studies and our in house database. After screening of the data, our analysts conduct creative integration of data sets, optimizing connections between integrated surveys and syndicated data sources. There are mainly 2 research approaches that we follow in order to integrate our data; top down approach and bottom up approach.

Market Deduction & Formulation: The final stage comprises of assigning data points at appropriate market spaces so as to deduce feasible conclusions. Analyst perspective & subject matter expert based holistic form of market sizing coupled with industry analysis also plays a crucial role in this stage.

This stage involves in finalization of the market size and numbers that we have collected from data integration step. With data interpolation, it is made sure that there is no gap in the market data. Successful trend analysis is done by our analysts using extrapolation techniques, which provide the best possible forecasts for the market.

Data Validation & Market Feedback: Validation is the most important step in the process. Validation & re-validation via an intricately designed process helps us finalize data-points to be used for final calculations.

The Brainy Insights interacts with leading companies and experts of the concerned domain to develop the analyst team’s market understanding and expertise. It improves and substantiates every single data presented in the market reports. The data validation interview and discussion panels are typically composed of the most experienced industry members. The participants include, however, are not limited to:

  • CXOs and VPs of leading companies’ specific to sector
  • Purchasing managers, technical personnel, end-users
  • Key opinion leaders such as investment bankers, and industry consultants

Moreover, we always validate our data and findings through primary respondents from all the major regions we are working on.

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