Airport Robots Market

Airport Robots Market Size by Type (Non-humanoid, Humanoid), Application (Landside, Terminal), Regions, Global Industry Analysis, Share, Growth, Trends, and Forecast 2023 to 2032

Base Year: 2022 Historical Data: 2019-21
  • Report ID: TBI-13429
  • Published Date: Apr, 2023
  • Pages: 237
  • Category: Aerospace & Defence
  • Format: PDF
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The global airport robots market was valued at USD 1.04 billion in 2022, which is anticipated to grow at a CAGR of 19.37% from 2023 to 2032. The market is expected to reach USD 6.10 billion by 2032. Asia-Pacific is expected to increase the fastest during the forecast period.

Market Introduction:

The term "airport robot" is a modern idea implemented in numerous airports. Robots will eventually handle airport operations in place of human employees. Robots can carry out airport-related tasks, including security, cleaning, and baggage handling. They may also serve as passenger navigation systems. The market for airport robots is expanding due to several critical factors, including the rise in air traffic. The development of the market is accelerated by introducing high-tech robots to enhance airport services, including passenger information, entertainment, and navigation, as well as the rise in actual and possible threats to national security. Adopting robots for security applications at airports that are integrated with features like sensors, facial recognition systems, and cameras to measure pulse rates remotely is influencing the market's growth. Also, the increase in the installation of cutting-edge systems to enhance security at airports to avoid uncertain events significantly impacts the market. The airport robot market has also benefited from the growth of the automobile industry, fast urbanization, and increased airport population. In addition, in the projection period, using chatbots and artificial intelligence to handle airline reservations and inquiries will provide attractive opportunities to market participants. Airport robots are autonomous devices created to help airport staff with security inspections, cleaning, disinfecting cabins, quick check-ins, helping passengers with their bags, and providing directions to travellers. Robots offering consumers entertainment, information, advice, and other services are being tested in several airports worldwide. Robots at airports may eventually perform various tasks, such as security, cleaning, boarding pass scanning, valet parking, and luggage handling, in addition to serving as passenger guide systems, due to the integration of Artificial Intelligence (AI) technology. Airport robots have numerous possible uses, ranging from passenger screening and security to check-in and baggage handling. Robots can also be utilized for security duties, including inspecting luggage and passengers, which may accelerate the procedure and increase security. The rising need for travellers for a better travelling experience is a significant trend promoting airport robot development. As passengers' expectations rise, they count on airports to provide a smooth and convenient journey from beginning to end. Robots are used in several airports worldwide to assist airport staff in interacting with travellers and providing support. Robots have also been introduced to provide security and cleaning services. Future market growth is projected to be fuelled by the growing use of robots in airports worldwide. In the years to come, it is anticipated that the use of high-tech robots to enhance airport services will improve the consumer experience. Continuous attempts are being made to develop novel active interrogation techniques to detect the risks and improve national security. Conventional explosives, weaponry, chemical agents, and illegal substances are possible threats. Authorities worldwide are aggressively working on deploying cutting-edge equipment, such as robots, to improve security at airports and prevent unknown events. The security robots used at airports are equipped with features like facial recognition systems, sensors, and cameras to detect suspicious people, money, weapons and explosives, abandoned objects, and other illicit material without interfering with airport operations or passenger flow. Additionally, the governments of many different countries are investing in expanding their transportation infrastructure, including constructing new airports. The airport robot market has seen a rise in demand due to applications in airport security and passenger services. In interacting with travellers and offering assistance at the airport, these robots support airport staff. Additionally, the airport's contactless immigration is made possible by facial recognition technology. The airport's authority in both emerging and developed nations is also testing the use of robots to offer travellers information, guidance, and entertainment. Additionally, airport robots handle cleaning, security, and the loading and unloading of luggage. The market is moving forward in the future due to the expanding usage of robots at airports throughout the world.

Airport Robots Market Size

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Market Dynamics:

Drivers

Increasing emphasis on automating airport surveillance- The need for security and airport cleaning robots is fuelled by airlines' increasing emphasis on providing modern airport amenities to improve passenger experience and security. Airport authorities must deal with the extremely delicate issue of airport security, which also needs physical labour, raising the overall cost of security operations. Robotics, on the other hand, reduces the cost of security operations while increasing effectiveness and precision. As a result, the global market for airport robots is expected to rise during the projected period. The number of air travellers has increased substantially during the last ten years. The demand for new airports and quick, reliable passenger services is rising along with the increasing frequency of air travel. To decrease the time customers wait for flights, airports are replacing outdated systems with highly sophisticated, autonomous robotic systems. To cut down on check-in times for passengers, airport robots are used. They can offer all the services required for quick check-ins, including baggage loading and unloading and passenger and baggage screening.

Restraints:

Reduced traffic of air passengers due to the pandemic- The COVID-19 pandemic has impacted several economies and aviation industry conditions. Due to the COVID-19 outbreak, there were several months of lockdown and strict internal and international travel restrictions. As a result, significantly fewer people travelled by air.

Opportunities:

Smart development of airports is expanding, and new technologies are being included to improve airport services- With cutting-edge technology that improves passenger experiences, the development of "smart airports" has significantly increased in recent years. Additionally, to lessen the adverse environmental effects, the governments of developed countries are eager to invest in programmes for smart and green airports. In these airports, smart parking is a concept that is still developing. This will increase the need for robots designed specifically for airport operations. Additionally, the aviation industry is undergoing a massive shift due to AI, machine learning, IoT, and AR development.

Challenges:

High costs of manufacturing, using, and maintaining airport robots- The development of technologically innovative systems to replace outdated systems at airports is a top priority for producers of airport systems and equipment. Additionally, the construction of smart airports, a project undertaken by numerous governments, is something that airport authorities look forward to. The high costs of manufacturing, installation, and maintenance of airport robots have limited the expansion of the market.

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 highest in the global airport robots market, with a share of 32.73% in 2022. Due to the presence of major competitors and the increase in airport automation, North America dominated the market for airport robots. North America has been the leader in this market due to its multinational companies and durable infrastructure, which have strengthened the aerospace sector. The rapid adoption of new airport technology to improve the passenger experience and the significant number of airports in the U.S. are expected to encourage market expansion in North America.

North America Region Airport Robots Market Share in 2022 - 32.73%

 

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Type Segment Analysis

The type segment is divided into non-humanoid and humanoid. The non-humanoid segment had the highest market share of 61.49% in 2022 in the airport robots market. The non-humanoid segment accounts for a significant portion of the total share since it is frequently used for freight transportation, cargo handling, and baggage handling.

Application Segment Analysis

The application segment is divided into landside and terminal. The terminal segment had the highest market share of 54.75% in 2022 in the airport robots market. On the terminal side, services include baggage handling, boarding pass scanning, airport security, and cleaning. The increased use of robots for passenger assistance, airport security, and cleaning can be attributed to this expansion.

Some of the Key Market Players:
  • Swisslog Holding Ltd.
  • Omron Corporation
  • Locus Robotics
  • Fetch Robotics, Inc.
  • Cimcorp
  • Aethon
  • AtriCure, Inc.
  • Vecna Robotics
  • Mobile Industrial Robots A/S
  • Clearpath Robotics Inc.
  • BD
  • Savioke, Inc.
  • AVIC.ALL
  • Biosensors International Group, Ltd.
  • Hi-Tech Robotic Systemz

Report Description: 

Attribute Description
Market Size Revenue (USD Billion)
Market size value in 2022 USD 1.04 Billion
Market size value in 2032 USD 6.10 Billion
CAGR (2023 to 2032) 19.37%
Historical data 2019-2021
Base Year 2022
Forecast 2023-2032
Regional Segments The regions analyzed for the market are Europe, Asia Pacific, North America, South America, and Middle East & Africa.
Segments Type, Application

Frequesntly Asked Questions

As per The Brainy Insights, the size of the airport robots market was valued at USD 1.04 billion in 2022 & USD 6.10 billion by 2032.

Global airport robots market is growing at a CAGR of 19.37% during the forecast period 2023-2032.

North America region emerged as the largest market for the airport robots.

Increasing emphasis on automating airport surveillance is a significant driving factor for the growth of the airport robots market.

Reduced traffic of air passengers due to pandemic is a significant restraining factor for the growth of the airport robots market.

Factors such as smart development of airports, and new technologies to improve airport services are some significant opportunities for the growth of the airport robots market.

High costs of manufacturing, using, and maintaining airport robots is a significant challenge for the growth of the airport robots market.

1. Introduction
    1.1. Objective 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 Application
          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. Increasing emphasis on automating airport surveillance
    5.3. Restraints
          5.3.1. Reduced traffic of air passengers due to pandemic
    5.4. Opportunities
          5.4.1. Smart development of airports is expanding, and new technologies are being included to improve airport services
    5.5. Challenges
          5.5.1. High costs of manufacturing, using, and maintaining airport robots

6. Global Airport Robots Market Analysis and Forecast, By Type
    6.1. Segment Overview
    6.2. Non-humanoid
    6.3. Humanoid

7. Global Airport Robots Market Analysis and Forecast, By Application
    7.1. Segment Overview
    7.2. Landside
    7.3. Terminal

8. Global Airport Robots 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 Airport Robots Market-Competitive Landscape
    9.1. Overview
    9.2. Market Share of Key Players in the Airport Robots 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. Swisslog Holding Ltd.
          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. Omron Corporation
          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. Locus Robotics
          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. Fetch Robotics, Inc.
          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. Cimcorp
          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. Aethon
          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. AtriCure, Inc.
          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. Vecna Robotics
          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. Mobile Industrial Robots A/S
          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. Clearpath Robotics Inc.
          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
    10.11. BD
          10.11.1. Business Overview
          10.11.2. Company Snapshot
          10.11.3. Company Market Share Analysis
          10.11.4. Company Product Portfolio
          10.11.5. Recent Developments
          10.11.6. SWOT Analysis
    10.12. Savioke, Inc.
          10.12.1. Business Overview
          10.12.2. Company Snapshot
          10.12.3. Company Market Share Analysis
          10.12.4. Company Product Portfolio
          10.12.5. Recent Developments
          10.12.6. SWOT Analysis
    10.13. AVIC.ALL
          10.13.1. Business Overview
          10.13.2. Company Snapshot
          10.13.3. Company Market Share Analysis
          10.13.4. Company Product Portfolio
          10.13.5. Recent Developments
          10.13.6. SWOT Analysis
    10.14. Biosensors International Group, Ltd.
          10.14.1. Business Overview
          10.14.2. Company Snapshot
          10.14.3. Company Market Share Analysis
          10.14.4. Company Product Portfolio
          10.14.5. Recent Developments
          10.14.6. SWOT Analysis
    10.15. Hi-Tech Robotic Systemz
          10.15.1. Business Overview
          10.15.2. Company Snapshot
          10.15.3. Company Market Share Analysis
          10.15.4. Company Product Portfolio
          10.15.5. Recent Developments
          10.15.6. SWOT Analysis
 

List of Table

1. Global Airport Robots Market, By Type, 2019-2032 (USD Billion) 

2. Global Non-humanoid, Airport Robots Market, By Region, 2019-2032 (USD Billion) 

3. Global Humanoid, Airport Robots Market, By Region, 2019-2032 (USD Billion)

4. Global Airport Robots Market, By Application, 2019-2032 (USD Billion) 

5. Global Landside, Airport Robots Market, By Region, 2019-2032 (USD Billion)

6. Global Terminal, Airport Robots Market, By Region, 2019-2032 (USD Billion)

7. Global Airport Robots Market, By Region, 2019-2032 (USD Billion) 

8. North America Airport Robots Market, By Type, 2019-2032 (USD Billion) 

9. North America Airport Robots Market, By Application, 2019-2032 (USD Billion)

10. U.S. Airport Robots Market, By Type, 2019-2032 (USD Billion) 

11. U.S. Airport Robots Market, By Application, 2019-2032 (USD Billion) 

12. Canada Airport Robots Market, By Type, 2019-2032 (USD Billion) 

13. Canada Airport Robots Market, By Application, 2019-2032 (USD Billion) 

14. Mexico Airport Robots Market, By Type, 2019-2032 (USD Billion) 

15. Mexico Airport Robots Market, By Application, 2019-2032 (USD Billion) 

16. Europe Airport Robots Market, By Type, 2019-2032 (USD Billion) 

17. Europe Airport Robots Market, By Application, 2019-2032 (USD Billion) 

18. Germany Airport Robots Market, By Type, 2019-2032 (USD Billion) 

19. Germany Airport Robots Market, By Application, 2019-2032 (USD Billion) 

20. France Airport Robots Market, By Type, 2019-2032 (USD Billion) 

21. France Airport Robots Market, By Application, 2019-2032 (USD Billion) 

22. U.K. Airport Robots Market, By Type, 2019-2032 (USD Billion) 

23. U.K. Airport Robots Market, By Application, 2019-2032 (USD Billion) 

24. Italy Airport Robots Market, By Type, 2019-2032 (USD Billion) 

25. Italy Airport Robots Market, By Application, 2019-2032 (USD Billion) 

26. Spain Airport Robots Market, By Type, 2019-2032 (USD Billion) 

27. Spain Airport Robots Market, By Application, 2019-2032 (USD Billion) 

28. Asia Pacific Airport Robots Market, By Type, 2019-2032 (USD Billion) 

29. Asia Pacific Airport Robots Market, By Application, 2019-2032 (USD Billion) 

30. Japan Airport Robots Market, By Type, 2019-2032 (USD Billion) 

31. Japan Airport Robots Market, By Application, 2019-2032 (USD Billion) 

32. China Airport Robots Market, By Type, 2019-2032 (USD Billion) 

33. China Airport Robots Market, By Application, 2019-2032 (USD Billion) 

34. India Airport Robots Market, By Type, 2019-2032 (USD Billion) 

35. India Airport Robots Market, By Application, 2019-2032 (USD Billion) 

36. South America Airport Robots Market, By Type, 2019-2032 (USD Billion) 

37. South America Airport Robots Market, By Application, 2019-2032 (USD Billion) 

38. Brazil Airport Robots Market, By Type, 2019-2032 (USD Billion) 

39. Brazil Airport Robots Market, By Application, 2019-2032 (USD Billion) 

40. Middle East and Africa Airport Robots Market, By Type, 2019-2032 (USD Billion) 

41. Middle East and Africa Airport Robots Market, By Application, 2019-2032 (USD Billion) 

42. UAE Airport Robots Market, By Type, 2019-2032 (USD Billion) 

43. UAE Airport Robots Market, By Application, 2019-2032 (USD Billion) 

44. South Africa Airport Robots Market, By Type, 2019-2032 (USD Billion) 

45. South Africa Airport Robots Market, By Application, 2019-2032 (USD Billion) 

List of Figures 

1. Global Airport Robots Market Segmentation

2. Airport Robots 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 Airport Robots Market Attractiveness Analysis By Type

9. Global Airport Robots Market Attractiveness Analysis By Application

10. Global Airport Robots Market Attractiveness Analysis By Region

11. Global Airport Robots Market: Dynamics

12. Global Airport Robots Market Share by Type (2023 & 2032)

13. Global Airport Robots Market Share by Application (2023 & 2032)

14. Global Airport Robots Market Share by Regions (2023 & 2032)

15. Global Airport Robots 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 airport robots market based on below mentioned segments:

Global Airport Robots by Type:

  • Non-humanoid
  • Humanoid

Global Airport Robots by Application:

  • Landside
  • Terminal

Global Airport Robots 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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