Automotive Electronic Control Unit Market

Automotive Electronic Control Unit Market Size By Propulsion Type (Hybrid, Battery Powered, and Internal Combustion Engine (ICE)), By Vehicle Type (Commercial Vehicles and Passenger Cars), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2023 to 2032

Base Year: 2022 Historical Data: 2019-21
  • Report ID: TBI-13691
  • Published Date: Sep, 2023
  • Pages: 237
  • Category: Information Technology & Semiconductors
  • Format: PDF
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The global automotive electronic control unit market was valued at USD 101.0 billion in 2022, growing at a CAGR of 6% from 2023 to 2032. The market is expected to reach USD 180.8 billion by 2032. Technical advances and system innovation primarily drive the market. Consumer preference for driving convenience and safety is driving market expansion in developed countries. The use of navigation and infotainment systems is increasing since they have become standard features in the majority of cars throughout the world. To connect these systems, central electronic control unit automotive connections are necessary.

Market Introduction:

The automobile electronic control unit (ECU) is a microprocessor-based system that controls the electrical systems in vehicles. It aids in collecting input from multiple sensors mounted on car components and relies on actuators to handle automobile functions. It uses this data to perform various operations, including keyless entry, engine and steering control, power windows, heating, ventilation, and air conditioning (HVAC). It regulates passive and active safety equipment such as airbags and automatic emergency braking systems. Furthermore, more advanced ECUs use vehicle-to-vehicle (V2V) and vehicle-to-everything (V2X) technology to connect with the cloud and other vehicles and infrastructures. Vehicles have recently been outfitted with highly spread control units. Each electronic control unit (ECU) has functional requirements, such as providing entertainment and information for a better in-car experience. As a result of the massive development in tangible luxury options in automobiles, which provide a high level of comfort and safety features, the electronic control unit (ECU) industry is expanding. In April 2021, for example, DENSO Corporation developed its advanced driver assistance technology with a Spatial Information Service Electronic Control Unit (SIS ECU) for accurately identifying the vehicle's position and an Advanced Drive System Electronic Control Unit (ADS ECU) and advanced Drive Extension Electronic Control Unit (ADX ECU) for high-speed processing of information delivered by these products.

Automotive Electronic Control Unit Market Size

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Recent Development

In July 2021, Fuji Chimaera Research Institute Inc. surveyed the worldwide automotive electronic control unit (ECU) market and announced that it will grow 75% from 2019 to JPY 15.58 trillion in 2030 due to the increased popularity of electric vehicles and fuel cell vehicles (FCV). Over the same time period, the research firm estimated that the automotive ECU components market will rise by 37.5% to reach JPY 18.27 trillion.

In April 2021, Bosch announced its joint venture with Qingling Motors, naming it Bosch Hydrogen Powertrain Systems (Chongqing) Co. Ltd. The new firm will design, manufacture, and market fuel cell systems, known as Fuel Cell Power Modules, for the Chinese market.

In September 2021, Lear inked a joint venture agreement with Hu Lane for connector components. Based in China, this joint venture is planned to broaden the company's global offerings of competitive connectivity systems and provide automakers with the capacity to harness architecture components.

In September 2021, Continental AG launched a joint venture with Beijing Horizon Robotics Technology R&D Co. Ltd (Horizon Robotics) to offer hardware and software-integrated solutions for advanced driver assistance systems (ADAS) and autonomous driving. They also inked an investment contract with Shanghai Jiading Industrial Zone to house the new JV.

Market Dynamics:

Drivers

Rising Technology- Autonomous driving features and technology like Automatic Emergency Braking (AEB), Adaptive Cruise Control (ACC), park assist, blind-spot detection, and Lane Departure Warning (LSW) systems are driving market expansion. In addition, rising demand for fuel-efficient self-driving cars, Electric Vehicles (EVs), and vehicle-to-vehicle communication technologies is likely to boost the expansion of the electronic control unit market in the coming years. Because the increased number of electronic control units (ECUs) per vehicle reduces efficiency, many automotive firms are partnering with Original Equipment Manufacturers (OEMs) to consolidate ECUs without compromising functionality. This reduces the car's weight and saves room in the vehicle, reducing fuel consumption.

Restraints:

Complexity- The increasing complexity and number of electronic control units (ECUs) limit market growth. Furthermore, the demand for electric and hybrid vehicles and the necessity for improved driver assistance systems present profitable prospects for market participants.

Opportunities:

Safety Regulations- Factors such as increased automobile demand, stringent government safety regulations, increased demand for advanced vehicle features, and development related to manufacturing low-cost ECUs are expected to drive the automotive electronic control unit (ECU) market during the forecast period.

Regional segmentation analysis:

The regions analyzed for the market include North America, Europe, South America, Asia Pacific, the Middle East, and Africa. Asia Pacific emerged as the largest global automotive electronic control unit market, with a 55% market revenue share in 2022.

Due to rising demand for in-vehicle infotainment and communication applications in passenger vehicles, increased disposable income, and increased automobile production in this area, Asia-Pacific dominates the automotive electronic control unit market.

Because China is the main market for electric vehicles, and most automakers developing electric vehicle technology are from Japan, electrification in the Asia-Pacific area has seen a high penetration rate. This growth in electric vehicles is likely attributed to rising demand in the region's ECU market, which currently has the largest market share in revenue and volume.

Motherson extended its collaboration with Marelli Automotive Lighting (Marelli) for a new tool room in India in October 2021. This will be India's first tool room dedicated to specific lighting applications. The toolroom would be an extension of Marelli Motherson Automotive Lighting India Private Limited, the existing joint venture company. The 50/50 JV was formed in 2008 to handle the Indian exterior lighting market, and it presently operates four plants in the country.

Asia Pacific Region Automotive Electronic Control Unit Market Share in 2022 - 55%

 

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Propulsion Type Segment Analysis

The propulsion type segment is divided into hybrid, battery-powered, and internal combustion engine (ICE). The internal combustion engine (ICE) segment dominated the market, with a market share of around 41% in 2022. Due to the rising vehicle manufacture in emerging economies, such as India and China. For example, Stellantis NV collaborated with Qinomic, a manufacturing company, in December 2022 to develop an e-drivetrain retrofit solution for converting light commercial vehicles with internal combustion engines to electric drivetrains while improving OEM quality and requirements such as safety, longevity, and type approval. The electric retrofit solution attempts to ensure freedom of mobility by providing an affordable option that satisfies customers' needs to extend the life of their vehicles and sustain business operations while entering Low Emissions Zones (LEZ) in localities.

Vehicle Type Segment Analysis

The vehicle type segment is divided into commercial vehicles and passenger cars. The passenger cars segment dominated the market, with a market share of around 54% in 2022. Passenger vehicles account for a sizable market share. Passenger automobiles, especially luxury ones, have more ECUs than other vehicles due to the additional functionality of in-vehicle management systems, such as increased driver remote capabilities and vehicle software updates.

Some of the Key Market Players:
  • Robert Bosch GmbH
  • ZF Friedrichshafen AG
  • Autoliv Inc.
  • Continental AG
  • Delphi Technologies
  • Denso Corporation
  • Hella KGaA Hueck & Co. (Hella)
  • Panasonic Corporation
  • Hitachi Automotive Systems, Ltd

Report Description:

Attribute Description
Market Size Revenue (USD Billion)
Market size value in 2022 USD 101.0 Billion
Market size value in 2032 USD 180.8 Billion
CAGR (2023 to 2032) 6%
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 Propulsion Type, Vehicle Type

Frequesntly Asked Questions

As per The Brainy Insights, the size of the automotive electronic control unit market was valued at USD 101.0 billion in 2022 to USD 180.8 billion by 2032.

The global automotive electronic control unit market is growing at a CAGR of 6% during the forecast period 2023-2032.

Asia Pacific emerged as the largest automotive electronic control unit market.

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 Propulsion Type
          4.3.2. Market Attractiveness Analysis by Vehicle Type
          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 technology
    5.3. Restraints
          5.3.1. Complexity
    5.4. Opportunities
          5.4.1. Safety regulations
    5.5. Challenges
          5.5.1. High cost

6. Global Automotive Electronic Control Unit Market Analysis and Forecast, By Propulsion Type
    6.1. Segment Overview
    6.2. Hybrid
    6.3. Battery Powered
    6.4. Internal Combustion Engine (ICE)

7. Global Automotive Electronic Control Unit Market Analysis and Forecast, By Vehicle Type
    7.1. Segment Overview
    7.2. Commercial Vehicles
    7.3. Passenger Cars

8. Global Automotive Electronic Control Unit 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 Automotive Electronic Control Unit Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in Global Automotive Electronic Control Unit 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. Robert Bosch GmbH
          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. ZF Friedrichshafen 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. Autoliv Inc.
          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. Continental AG
          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. Delphi Technologies
          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. Denso Corporation
          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. Hella KGaA Hueck & Co. (Hella)
          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. Panasonic Corporation
          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. Hitachi Automotive Systems, Ltd
          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

List of Table

1. Global Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

2. Global Hybrid, Automotive Electronic Control Unit Market, By Region, 2019-2032 (USD Billion) 

3. Global Battery Powered, Automotive Electronic Control Unit Market, By Region, 2019-2032 (USD Billion) 

4. Global Internal Combustion Engine (ICE), Automotive Electronic Control Unit Market, By Region, 2019-2032 (USD Billion) 

5. Global Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

6. Global Commercial Vehicles, Automotive Electronic Control Unit Market, By Region, 2019-2032 (USD Billion)

7. Global Passenger Cars, Automotive Electronic Control Unit Market, By Region, 2019-2032 (USD Billion)

8. North America Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

9. North America Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

10. U.S. Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

11. U.S. Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

12. Canada Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

13. Canada Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

14. Mexico Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

15. Mexico Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

16. Europe Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

17. Europe Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

18. Germany Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

19. Germany Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

20. France Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

21. France Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

22. U.K. Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

23. U.K. Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

24. Italy Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

25. Italy Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

26. Spain Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

27. Spain Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

28. Asia Pacific Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

29. Asia Pacific Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

30. Japan Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

31. Japan Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

32. China Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

33. China Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

34. India Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

35. India Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

36. South America Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

37. South America Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

38. Brazil Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

39. Brazil Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

40. Middle East and Africa Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

41. Middle East and Africa Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

42. UAE Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

43. UAE Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

44. South Africa Automotive Electronic Control Unit Market, By Propulsion Type, 2019-2032 (USD Billion)

45. South Africa Automotive Electronic Control Unit Market, By Vehicle Type, 2019-2032 (USD Billion)

List of Figures 

1. Global Automotive Electronic Control Unit Market Segmentation

2. Global Automotive Electronic Control Unit 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 Automotive Electronic Control Unit Market Attractiveness Analysis by Propulsion Type

9. Global Automotive Electronic Control Unit Market Attractiveness Analysis by Vehicle Type

10. Global Automotive Electronic Control Unit Market Attractiveness Analysis by Region

11. Global Automotive Electronic Control Unit Market: Dynamics

12. Global Automotive Electronic Control Unit Market Share by Propulsion Type (2023 & 2032)

13. Global Automotive Electronic Control Unit Market Share by Vehicle Type (2023 & 2032)

14. Global Automotive Electronic Control Unit Market Share by Regions (2023 & 2032)

15. Global Automotive Electronic Control Unit Market Share by Company (2022)

This study forecasts global, regional, and country revenue from 2019 to 2032. The Brainy Insights has segmented the global automotive electronic control unit market based on the below-mentioned segments:

Global Automotive Electronic Control Unit Market By Propulsion Type:

  • Hybrid
  • Battery Powered
  • Internal Combustion Engine (ICE)

Global Automotive Electronic Control Unit Market By Vehicle Type:

  • Commercial Vehicles
  • Passenger Cars

Global Automotive Electronic Control Unit 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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