Advanced Process Control Market

Advanced Process Control Market Size by Type (Sequential Control, Multivariable Model Predictive Control, Advance Regulatory Control, Inferential Control, And Compressor Control) End-User (Pharmaceutical, Oil & Gas, Food & Beverage, Energy & Power, Manufacturing, Chemical, Automobiles, and Pulp & Paper), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2022 to 2030

Base Year: 2021 Historical Data: 2019-20
  • Report ID: TBI-13266
  • Published Date: Jan, 2023
  • Pages: 236
  • Category: Information Technology & Semiconductors
  • Format: PDF
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Global advanced process control market is expected to reach USD 4.29 billion by 2030, at a CAGR of 9.10% from 2022 to 2030. Advanced process control market growth would be driven by the consistent rise in user need and adoption of best practices to enhance production and quality along with cutting-edge automation & process controls has led to a substantial increase in the advanced process control system. Regardless, it comes with increased initial capital and considers fit for large-scale production.

Market Overview:

The rising use of advanced process control in industrial operation control systems is a significant driver of market development. Similarly, the increasing demand for energy-saving procedures. Different factors driving market growth include increasing execution through improved product safety and reducing mistakes and interruption in the enterprise. The growing sophistication of production and processing systems is anticipated to push the development of the advanced process control market over the projection time. Advanced process control systems stabilize industrial operations and enhance plant performance by reducing the changes in essential process variables. The advantages of advanced process control systems are improved process monitoring such as temperature & pressure, perfect process safety, less electricity use, and improved productivity. Advanced process control systems permit predictive maintenance such as isolating, inspecting, and fixing problems without putting extra pressure on the working team and actual time adjustment of the production process to fulfill running needs without interruptions. The benefits have created Advanced process control systems necessary in different domains, including oil & gas, petrochemical, and chemical. Institutions are investing entirely in advanced process control technology to eradicate errors and incorporate more variables simultaneously for improved operation control and client satisfaction. The increased execution price is projected to hinder the advanced process control market. On the other hand, the increased initial investment required for automation may hinder the market’s development. Similarly, the process industry’s growing operations, advanced process control, and online device expansion are projected to push the market forward. It is a lucrative chance for market development.

Advanced Process Control Market Size

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Market Dynamics:

Drivers
  • Rising need for automation solution

The development of the global (APC) advanced process control market is the rising need for automation solutions across different industries. Major industries are adopting automation solutions to create business models as efficiently as possible. Numerous organizations prefer advanced process control (APC) software solutions to improve their function with essential automation solutions. Similarly, increased need for unique software solutions that can anticipate failures at the detail level, surging demand for energy-saving production processes, and security & safety problems are also expected to grow the advanced process control (APC) market shortly.

Restraints:
  • Hight- Cost

Execution of advanced process control needs massive cost spending, which, in turn, may hinder the advanced process control (APC) market development in the forthcoming years. These costly technologies may show decreasing global need due to the availability of different cost-effective options.

Opportunities:
  • Technological advancements

Discovering cutting-edge technologies, such as comprehensive data analysis, industrial automation, and cloud computing would deliver unique development opportunities to essential players and new entrants in the advanced process control (APC) market during the projection time. Advanced big data analytics support data virtualization utilizing cloud technology. Data virtualization additionally assists in data integration by recovering and managing data collected from different nodes, tiers, and groups of industrial machines.

Segmentation Analysis:

The global advanced process control market has been segmented based on type, end user, and regions.

  • The type segment is divided into sequential control, multivariable model predictive control, advance regulatory control, inferential control, and compressor control. The multivariable model predictive control segment dominated the market, with a market share of around 25% in 2021. A multivariable model predictive control system can manage the requirements of power plants and refineries that need technical control.
  • The end user segment is divided into pharmaceutical, oil & gas, food & beverage, energy & power, manufacturing, chemical, automobiles, and pulp & paper. The oil and gas segment dominated the market, with a market share of around 16% in 2021. (APC) Advanced process control technologies and techniques are utilized to enhance the process of oil and gas factories in different circumstances. Reducing fluctuations in crucial process variables improves plant performance and stabilizes processes.
Regional segmentation analysis:

The regions analyzed for the market include North America, Europe, South America, Asia Pacific, the Middle East, and Africa. Asia Pacific region emerged as the largest market for the global advanced process control market with a 34.5% share of the market revenue in 2021.

  • The Asia Pacific has grabbed the most significant market share in China & India dominate the advanced process controls market. Owing to its high infrastructure construction and increased need for energy-saving production systems. Advanced process controls development and continuous progress drive enhance manufacturing operation implementation, resulting in better product quality. Operating advanced process controls allows increase process safety while also cutting emissions. The makers can efficiently sustain the plant's process using advanced software.

Asia Pacific Region Advanced Process Control Market Share in 2021 - 34.5%

 

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Competitive Analysis:

The key players are now concentrating on implementing strategies such as adopting new technology, product innovations, mergers & acquisitions, joint venture, alliances, and partnerships to improve their market position in the global advanced process control industry.

In 2021 April, Siemens Digital Industries Software declared that it had signed a contract to acquire TimeSeries, a top Independent Software Vendor (ISV) and Mendix partner.

List of Key Market Players:
  • Yokogawa Electric Corp
  • Siemens AG
  • Schneider Electric Se
  • Rudolph Technologies
  • Rockwell Automation, Inc.
  • Honeywell International, Inc.
  • General Electric Co.
  • Emerson Electric Co.
  • Aspen Technology
  • ABB Ltd.
Key Target Audience
  • Oil & Gas
  • Automation
  • Energy & Power
  • Market Players
  • Investors
  • End-users
  • Government Authorities
  • Consulting And Research Firm
  • Venture capitalists
  • Third-party knowledge providers

Report Description:

  • Global Advanced Process Control Market, Industry Analysis, Trends, Analysis and Forecast, 2022 to 2030 is a forthcoming/imminent research report which is to be published by The Brainy Insights.
  • 2021 is considered as the base year of the report. 2019 and 2020 are considered as the historic years and 2022 to 2030 are the forecast years. The global advanced process control market is based on revenue (USD Billion). The report incorporates the market study based on revenue. The study covers the market share revenue/market share/volume for each of the segments, regions and countries catering to global advanced process control market. The regions analyzed for the market are Europe, Asia Pacific, North America, South America, and Middle East & Africa. Furthermore, the regions are further analyzed at the country level.
  • The report encompasses with the relative data & information, which have been validated by the leading industry professionals and experts across the globe. The research report also delivers an outline of the attractiveness of advanced process control based on type, end user and regions which are deduced and formulated based on their growth rate (CAGR), market size, and attractiveness by analyzing the present and prospects to fathom market growth and development in future.
  • The report illustrates the detailed (both quantitative and qualitative) analysis of historical data, revenues, key developments, along with the crucial strategies adopted by key organizations catering to global advanced process control market. This offers vital and in-depth insights to depict the overall market scenario.
  • The report offers the detailed study for the company profiles of key organizations operating in the global advanced process control market and a comparative assessment based on their product offering, business overviews, geographic presence, business strategies, segment market share, product development & innovations, recent developments, joint venture, partnerships, mergers & acquisitions, strategic alliances, SWOT analysis, and key financial information. This helps in evaluating the overall competition present in the market scenario.
  • The report provides an elaborative assessment of the porter’s five forces analysis coupled with SWOT analysis to provide business related data and information’s. Porter’s five forces model is analyzed to understand the overall competitive scenario that is prevailing in the market. Additionally, the SWOT analysis identifies both the positive and negative attributes of the market development which influences the company growth and development to sustain and survive in the long run.
  • Along with that, the report also focuses on the market related driving factors, growth limitations (restraints), potential industry opportunities, significant trends and development which act as a key potential for the investors.
  • Potential growth prospects along with the penetration rate analysis of the product (market related i.e., global advanced process control market) is covered to comprehend the adoption rate and evaluate the market size. 

Frequesntly Asked Questions

As per The Brainy Insights, the size of the advanced process control market was valued at USD 1.96 billion in 2021 to USD 4.29 billion by 2030.

Global advanced process control market is growing at a CAGR of 9.10% during the forecast period 2022-2030.

Asia Pacific region emerged as the largest market for the advanced process control market.

The market's growth will be influenced by the rising need for automation solution to propel market growth.

Technological advancements will provide huge opportunities to the market.

Key players are Yokogawa Electric Corp, Siemens AG, Schneider Electric Se, Rudolph Technologies, Rockwell Automation, Inc., Honeywell International, Inc., General Electric Co., Emerson Electric Co., Aspen Technology, and ABB Ltd.

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 Type
          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. Rising need for automation solution
    5.3. Restraints
          5.3.1. Hight- cost
    5.4. Opportunities
          5.4.1. Technological advancements

6. Global Advanced Process Control Market Analysis and Forecast, By Type:
    6.1. Segment Overview
    6.2. Inferential Control
    6.3. Multivariable Model Predictive Control
    6.4. Advance Regulatory Control
    6.5. Sequential Control
    6.6. Compressor Control

7. Global Advanced Process Control Market Analysis and Forecast, By End-User
    7.1. Segment Overview
    7.2. Pharmaceutical
    7.3. Oil & Gas
    7.4. Food & Beverage
    7.5. Energy & Power
    7.6. Manufacturing
    7.7. Chemical
    7.8. Automobiles
    7.9. Pulp & Paper

8. Global Advanced Process Control 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 Advanced Process Control Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in the Advanced Process Control 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. Yokogawa Electric Corp
          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. Siemens AG
          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. Schneider Electric Se
          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. Rudolph Technologies
          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. Rockwell Automation, 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. Honeywell International, Inc
          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. General Electric Co
          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. Emerson Electric Co.
          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. Aspen Technology
          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. ABB Ltd.
          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 Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

2. Global Inferential Control Advanced Process Control Market, By Region, 2019-2030 (USD Billion) 

3. Global Multivariable Model Predictive Control Advanced Process Control Market, By Region, 2019-2030 (USD Billion) 

4. Global Advance Regulatory Control Advanced Process Control Market, By Region, 2019-2030 (USD Billion) 

5. Global Sequential Control Advanced Process Control Market, By Region, 2019-2030 (USD Billion) 

6. Global Compressor Control Advanced Process Control Market, By Region, 2019-2030 (USD Billion) 

7. Global Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

8. Global Pharmaceutical Advanced Process Control Market, By Region, 2019-2030 (USD Billion) 

9. Global Oil & Gas Advanced Process Control Market, By Region, 2019-2030 (USD Billion)

10. Global Food & Beverage Advanced Process Control Market, By Region, 2019-2030 (USD Billion)

11. Global Energy & Power Advanced Process Control Market, By Region, 2019-2030 (USD Billion)

12. Global Manufacturing Advanced Process Control Market, By Region, 2019-2030 (USD Billion)

13. Global Chemical Advanced Process Control Market, By Region, 2019-2030 (USD Billion)

14. Global Automobiles Advanced Process Control Market, By Region, 2019-2030 (USD Billion)

15. Global Pulp & Paper Advanced Process Control Market, By Region, 2019-2030 (USD Billion)

16. North America Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

17. North America Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

18. U.S. Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

19. U.S. Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

20. Canada Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

21. Canada Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

22. Mexico Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

23. Mexico Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

24. Europe Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

25. Europe Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

26. Germany Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

27. Germany Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

28. France Advanced Process Control Market, By Type 2019-2030 (USD Billion) 

29. France Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

30. U.K. Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

31. U.K. Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

32. Italy Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

33. Italy Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

34. Spain Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

35. Spain Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

36. Asia Pacific Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

37. Asia Pacific Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

38. Japan Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

39. Japan Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

40. China Advanced Process Control Market, By Type 2019-2030 (USD Billion) 

41. China Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

42. India Advanced Process Control Market, By Type 2019-2030 (USD Billion) 

43. India Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

44. South America Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

45. South America Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

46. Brazil Advanced Process Control Market, By Type 2019-2030 (USD Billion) 

47. Brazil Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

48. Middle East and Africa Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

49. Middle East and Africa Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

50. UAE Advanced Process Control Market, By Type, 2019-2030 (USD Billion) 

51. UAE Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

52. South Africa Advanced Process Control Market, By Type 2019-2030 (USD Billion) 

53. South Africa Advanced Process Control Market, By End-User, 2019-2030 (USD Billion) 

List of Figures 

1. Global Advanced Process Control Market Segmentation

2. Advanced Process Control 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 Advanced Process Control Market Attractiveness Analysis by Type

9. Global Advanced Process Control Market Attractiveness Analysis by End-User

10. Global Advanced Process Control Market Attractiveness Analysis by Region

11. Global Advanced Process Control Market: Dynamics

12. Global Advanced Process Control Market Share by Type (2022 & 2030)

13. Global Advanced Process Control Market Share by End-User (2022 & 2030)

14. Global Advanced Process Control Market Share by Regions (2022 & 2030)

15. Global Advanced Process Control Market Share by Company (2021)

This study forecasts revenue at global, regional, and country levels from 2019 to 2030. The Brainy Insights has segmented the global advanced process control market based on below mentioned segments:

Global Advanced Process Control Market by Type:

  • Sequential Control
  • Multivariable Model Predictive Control
  • Advance Regulatory Control
  • Inferential Control
  • Compressor Control

Global Advanced Process Control Market by End User:

  • Pharmaceutical
  • Oil & Gas
  • Food & Beverage
  • Energy & Power
  • Manufacturing
  • Chemical
  • Automobiles
  • Pulp & Paper

Global Advanced Process Control Market 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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