Asia Pacific Tilt Sensor Market Developments and Forecast by 2028

Asia Pacific Tilt Sensor Market Forecast to 2028 - COVID-19 Impact and Regional Analysis By Material (Metal and Non-Metal), Technology (Force Balance, MEMS, and Fluid Filled), and Industry (Mining & Construction, Consumer Electronics, Industrial, Automotive, Aerospace, and Others)

Report Date : Mar 2022
Report Code : TIPRE00027726

Category : Electronics and Semiconductor
Status : Published

Available Report Formats :
No. of Pages : 128

The Asia Pacific tilt sensor market is expected to reach US$ 155.28 million by 2028 from US$ 96.69 million in 2021. It is estimated to grow at a CAGR of 7.0% from 2021 to 2028.

Key factors contributing to the market growth are the growing uptake of tilt sensors in industrial application and a surge in demand for construction equipment. However, the high cost of tilt sensors based on force balance technology may hamper the market growth during the forecast period.

Industrial robots are used in various industries today, including semiconductors and autos, as well as plastics processing and metal forging. Almost any repetitive task, especially one that is risky or difficult for humans, is ideal for a robot. The use of robots in the manufacturing industry is particularly beneficial. They have traditionally been utilized in high-volume activities, but as technology progresses and the cost of industrial robots decreases, more options and opportunities for medium- and small-scale operations are becoming available.

When combined with other technologies, such as the industrial internet of things (IIoT) or 3D printing robots, industrial robots can deliver improved product quality and more precise and reliable procedures. Other added benefits are reduced cycle durations and real-time monitoring to better preventative maintenance procedures. An industrial robot accelerates the pace of manufacturing operations by running 24 hours a day, seven days a week. Breaks and shift changes are unnecessary for robots.

Robots' speed and dependability help cut cycle time and increase throughput. When robots perform repetitive jobs, workers are less likely to be injured, which is especially important when production occurs in harsh environments. Supervisors can also monitor the procedure from afar, either online or remotely. Having a person oversee many production tasks is frequently more expensive than using a robot. Workers' talents and knowledge can then be applied to other organization segments, such as engineering, programming, and maintenance. A tilt sensor is used to measure tilt angle with a ground plane reference in robotics. Sensors of this type are utilized in industries, service robots, and other domains, such as cellphones, gaming, and planes. Even if a robot moves on its legs or wheels, the inclination must be measured numerous times per second for the robot to retain its position. A tilt sensor measures tendency using one, two, or three axes, and the accuracy varies depending on the sensor. Temperature, gravity, vibration, shock, acceleration/deceleration, and a variety of other noise types all impact accuracy.

The COVID-19 outbreak has resulted in a massive financial loss in APAC. The governments in Asia Pacific countries have taken several crucial steps to contain the spread of the virus by imposing lockdown and physical distancing norms, which has negatively affected the manufacturing sector. China has a significantly large number of electronics and semiconductor manufacturing industries, with numerous manufacturers operating and supporting several industries worldwide.

The Chinese tilt sensor market players have observed a tremendous impact on respective business during Q1 of 2020, which have reflected a stiff decline in revenue generation, which resulted in a loss in China and the APAC tilt sensor market. In addition, China accounts for a significantly higher number of sensor system manufacturers. The lockdown measures and physical distancing norms imposed by the Chinese government during Q1 have reflected a massive fall in the supply of sensor systems, which ultimately resulted in decimated revenue generation in the tilt sensor market.

Construction is more important than ever in this challenging time. The sector has played a crucial role in responding to the crisis and in the recovery, from erecting hospitals in a matter of days to giving lifesaving equipment. The construction industry accounts for 13% of global GDP and increasing labor availability while addressing the most pressing construction-related requirements could assist drive recovery. However, the construction industry has suffered, and numerous countries' construction sites have closed. Most of the open locations have experienced supply chain disruptions and operating constraints. Financial indexes have reflected the disruption: Public engineering, construction, and building materials (ECB) businesses have plummeted much more than the average since 2021. Also, the social distancing norms due to the pandemic have increased the use of robots in various industries, tiling sensors as a significant component. These factors are expected to support the tilt sensors market in APAC.

Asia Pacific Tilt Sensor Market Revenue and Forecast to 2028 (US$ Mn)

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Asia Pacific Tilt Sensor Market Revenue and Forecast to 2028 (US$ Mn)

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ASIA PACIFIC TILT SENSOR MARKET SEGMENTATION

By Material

Metal
Non-Metal

By Technology

Force Balance
MEMS
Fluid Filled

By Industry

Mining and Construction
Consumer Electronics
Industrial
Automotive
Aerospace
Others

By Country

US
Canada
Mexico

Company Profiles

Automation Sensorik Messtechnik GmbH
elobau GmbH & Co. KG
MEMSIC Semiconductor (Tianjin) Co., Ltd.
Positek
Welan Technologies Pvt Ltd.
Sensata Technologies, Inc.
Geosense
Parker Hannifin Corporation
Shanghai Zhichuan Electronic Tech CO., LTD., Ltd
TE Connectivity Corporation

Report Coverage

Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered

This text is related
to segments covered.

Regional Scope

North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope

This text is related
to country scope.

1. Introduction

1.1 Study Scope

1.2 The Insight Partners Research Report Guidance

1.3 Market Segmentation

2. Key Takeaways

3. Research Methodology

3.1 Coverage

3.2 Secondary Research

3.3 Primary Research

4. Tilt Sensor Market Landscape

4.1 Market Overview

4.2 PEST Analysis

4.2.1 Asia-Pacific

4.3 Ecosystem Analysis

4.4 Expert Opinions

5. Tilt Sensor Market – Key Market Dynamics

5.1 Market Drivers

5.1.1 Rise in Demand for Tilt Sensors Based on MEMS Technology

5.1.2 Upsurge in demand for construction equipment

5.2 Market Restraints

5.2.1 High Cost of Tilt Sensors based on Force Balance Technology

5.3 Market Opportunities

5.3.1 Growing Adoption of Tilt Sensors in Industrial Application

5.4 Future Trends

5.4.1 Rising Demand in Automotive & Transportation Segment

5.5 Impact Analysis of Drivers and Restraints

6. Tilt Sensor Market – Asia Pacific Analysis

6.1 Tilt Sensor Market Global Overview

6.2 Tilt Sensor Market –Asia Pacific Revenue and Forecast to 2028 (US$ Million)

7. Tilt Sensor Market Analysis – By Material

7.1 Overview

7.2 Tilt Sensor Market, By Material (2020 and 2028)

7.3 Metal

7.3.1 Overview

7.3.2 Metal: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

7.4 Non-Metal

7.4.1 Overview

7.4.2 Non-Metal: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

8. Tilt Sensor Market – By Technology

8.1 Overview

8.2 Tilt Sensor Market, by Technology (2020 and 2028)

8.3 Force Balance

8.3.1 Overview

8.3.2 Force Balance: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

8.4 MEMS

8.4.1 Overview

8.4.2 MEMS: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

8.5 Fluid Filled

8.5.1 Overview

8.5.2 Fluid Filled: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

9. Tilt Sensor Market – By Industry

9.1 Overview

9.2 Tilt Sensor Market, by Industry (2020 and 2028)

9.3 Mining & Construction

9.3.1 Overview

9.3.2 Mining & Construction: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

9.4 Consumer Electronics

9.4.1 Overview

9.4.2 Consumer Electronics: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

9.5 Industrial

9.5.1 Overview

9.5.2 Industrial: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

9.6 Automotive

9.6.1 Overview

9.6.2 Automotive: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

9.7 Aerospace

9.7.1 Overview

9.7.2 Aerospace: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

9.8 Others

9.8.1 Overview

9.8.2 Others: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

10. Asia Pacific Tilt Sensor Market – Country Analysis

10.1 APAC: Tilt Sensor Market

10.1.1 APAC: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

10.1.2 APAC: Tilt Sensor Market, By Material

10.1.3 APAC: Tilt Sensor Market, by Technology

10.1.4 APAC: Tilt Sensor Market, by Industry

10.1.5 APAC: Tilt Sensor Market, by Key Country

10.1.5.1 Australia: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

10.1.5.1.1 Australia: Tilt Sensor Market, By Material

10.1.5.1.2 Australia: Tilt Sensor Market, by Technology

10.1.5.1.3 Australia: Tilt Sensor Market, by Industry

10.1.5.2 China: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

10.1.5.2.1 China: Tilt Sensor Market, By Material

10.1.5.2.2 China: Tilt Sensor Market, by Technology

10.1.5.2.3 China: Tilt Sensor Market, by Industry

10.1.5.3 India: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

10.1.5.3.1 India: Tilt Sensor Market, By Material

10.1.5.3.2 India: Tilt Sensor Market, by Technology

10.1.5.3.3 India: Tilt Sensor Market, by Industry

10.1.5.4 Japan: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

10.1.5.4.1 Japan: Tilt Sensor Market, By Material

10.1.5.4.2 Japan: Tilt Sensor Market, by Technology

10.1.5.4.3 Japan: Tilt Sensor Market, by Industry

10.1.5.5 South Korea: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

10.1.5.5.1 South Korea: Tilt Sensor Market, By Material

10.1.5.5.2 South Korea: Tilt Sensor Market, by Technology

10.1.5.5.3 South Korea: Tilt Sensor Market, by Industry

10.1.5.6 Rest of APAC: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

10.1.5.6.1 Rest of APAC: Tilt Sensor Market, By Material

10.1.5.6.2 Rest of APAC: Tilt Sensor Market, by Technology

10.1.5.6.3 Rest of APAC: Tilt Sensor Market, by Industry

11. Impact of COVID-19 Pandemic

11.1.1 Asia-Pacific: Impact Assessment of COVID-19 Pandemic

12. Industry Landscape

12.1 Overview

12.2 Market Initiative

12.3 New Product Development

13. Company Profiles

13.1 Automation Sensorik Messtechnik GmbH

13.1.1 Key Facts

13.1.2 Business Description

13.1.3 Products and Services

13.1.4 Financial Overview

13.1.5 SWOT Analysis

13.1.6 Key Developments

13.2 elobau GmbH & Co. KG.

13.2.1 Key Facts

13.2.2 Business Description

13.2.3 Products and Services

13.2.4 Financial Overview

13.2.5 SWOT Analysis

13.2.6 Key Developments

13.3 MEMSIC Semiconductor (Tianjin) Co., Ltd.

13.3.1 Key Facts

13.3.2 Business Description

13.3.3 Products and Services

13.3.4 Financial Overview

13.3.5 SWOT Analysis

13.3.6 Key Developments

13.4 Positek

13.4.1 Key Facts

13.4.2 Business Description

13.4.3 Products and Services

13.4.4 Financial Overview

13.4.5 SWOT Analysis

13.4.6 Key Developments

13.5 Welan Technologies Pvt Ltd.

13.5.1 Key Facts

13.5.2 Business Description

13.5.3 Products and Services

13.5.4 Financial Overview

13.5.5 SWOT Analysis

13.5.6 Key Developments

13.6 Sensata Technologies, Inc.

13.6.1 Key Facts

13.6.2 Business Description

13.6.3 Products and Services

13.6.4 Financial Overview

13.6.5 SWOT Analysis

13.6.6 Key Developments

13.7 Geosense

13.7.1 Key Facts

13.7.2 Business Description

13.7.3 Products and Services

13.7.4 Financial Overview

13.7.5 SWOT Analysis

13.7.6 Key Developments

13.8 Parker Hannifin Corporation

13.8.1 Key Facts

13.8.2 Business Description

13.8.3 Products and Services

13.8.4 Financial Overview

13.8.5 SWOT Analysis

13.8.6 Key Developments

13.9 Shanghai Zhichuan Electronic Tech CO., LTD., Ltd

13.9.1 Key Facts

13.9.2 Business Description

13.9.3 Products and Services

13.9.4 Financial Overview

13.9.5 SWOT Analysis

13.9.6 Key Developments

13.10 TE Connectivity Corporation

13.10.1 Key Facts

13.10.2 Business Description

13.10.3 Products and Services

13.10.4 Financial Overview

13.10.5 SWOT Analysis

13.10.6 Key Developments

14. Appendix

14.1 About The Insight Partners

14.2 Word Index

LIST OF TABLES

Table 1. Tilt Sensor Market – Revenue, and Forecast to 2028 (US$ Million)

Table 2. APAC: Tilt Sensor Market, By Material – Revenue and Forecast to 2028 (US$ Million)

Table 3. APAC: Tilt Sensor Market, by Technology – Revenue and Forecast to 2028 (US$ Million)

Table 4. APAC: Tilt Sensor Market, by Industry – Revenue and Forecast to 2028 (US$ Million)

Table 5. Australia: Tilt Sensor Market, By Material – Revenue and Forecast to 2028 (US$ Million)

Table 6. Australia: Tilt Sensor Market, by Technology – Revenue and Forecast to 2028 (US$ Million)

Table 7. Australia: Tilt Sensor Market, by Industry – Revenue and Forecast to 2028 (US$ Million)

Table 8. China: Tilt Sensor Market, By Material – Revenue and Forecast to 2028 (US$ Million)

Table 9. China: Tilt Sensor Market, by Technology – Revenue and Forecast to 2028 (US$ Million)

Table 10. China: Tilt Sensor Market, by Industry – Revenue and Forecast to 2028 (US$ Million)

Table 11. India: Tilt Sensor Market, By Material – Revenue and Forecast to 2028 (US$ Million)

Table 12. India: Tilt Sensor Market, by Technology – Revenue and Forecast to 2028 (US$ Million)

Table 13. India: Tilt Sensor Market, by Industry – Revenue and Forecast to 2028 (US$ Million)

Table 14. Japan: Tilt Sensor Market, By Material – Revenue and Forecast to 2028 (US$ Million)

Table 15. Japan: Tilt Sensor Market, by Technology – Revenue and Forecast to 2028 (US$ Million)

Table 16. Japan: Tilt Sensor Market, by Industry – Revenue and Forecast to 2028 (US$ Million)

Table 17. South Korea: Tilt Sensor Market, By Material – Revenue and Forecast to 2028 (US$ Million)

Table 18. South Korea: Tilt Sensor Market, by Technology – Revenue and Forecast to 2028 (US$ Million)

Table 19. South Korea: Tilt Sensor Market, by Industry – Revenue and Forecast to 2028 (US$ Million)

Table 20. Rest of APAC: Tilt Sensor Market, By Material – Revenue and Forecast to 2028 (US$ Million)

Table 21. Rest of APAC: Tilt Sensor Market, by Technology – Revenue and Forecast to 2028 (US$ Million)

Table 22. Rest of APAC: Tilt Sensor Market, by Industry – Revenue and Forecast to 2028 (US$ Million)

Table 23. List of Abbreviation

LIST OF FIGURES

Figure 1. Tilt Sensor Market Segmentation

Figure 2. Tilt Sensor Market Segmentation – By Country

Figure 3. Asia Pacific Tilt Sensor Market Overview

Figure 4. Metal Segment Held the Largest Market Share in 2020

Figure 5. Force Balance Segment Held the Largest Market Share in 2020

Figure 6. Mining and Construction Segment Held the Largest Market Share in 2020

Figure 7. Australia was the Largest Revenue Contributor in 2020

Figure 8. Asia-Pacific – PEST Analysis

Figure 9. Tilt Sensor Market– Ecosystem Analysis

Figure 10. Expert Opinions

Figure 11. Tilt Sensor Market Impact Analysis of Drivers and Restraints

Figure 12. Asia Pacific Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 13. Tilt Sensor Market Revenue Share, by Material (2020 and 2028)

Figure 14. Metal: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 15. Non-Metal: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 16. Tilt Sensor Market Revenue Share, by Technology (2020 and 2028)

Figure 17. Force Balance: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 18. MEMS: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 19. Fluid Filled: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 20. Tilt Sensor Market Revenue Share, by Industry (2020 and 2028)

Figure 21. Mining & Construction: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 22. Consumer Electronics: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 23. Industrial: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 24. Automotive: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 25. Aerospace: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 26. Others: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 27. APAC: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 28. APAC: Tilt Sensor Market Revenue Share, By Material (2020 and 2028)

Figure 29. APAC: Tilt Sensor Market Revenue Share, by Technology (2020 and 2028)

Figure 30. APAC: Tilt Sensor Market Revenue Share, by Industry (2020 and 2028)

Figure 31. APAC: Tilt Sensor Market Revenue Share, by Key Country (2020 and 2028)

Figure 32. Australia: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 33. China: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 34. India: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 35. Japan: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 36. South Korea: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 37. Rest of APAC: Tilt Sensor Market – Revenue and Forecast to 2028 (US$ Million)

Figure 38. Impact of COVID-19 Pandemic in Asia Pacific Country Markets

Automation Sensorik Messtechnik GmbH
elobau GmbH & Co. KG
MEMSIC Semiconductor (Tianjin) Co., Ltd.
Positek
Welan Technologies Pvt Ltd.
Sensata Technologies, Inc.
Geosense
Parker Hannifin Corporation
Shanghai Zhichuan Electronic Tech CO., LTD., Ltd
TE Connectivity Corporation

The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.

Data Collection and Secondary Research:

As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.

Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.

Primary Research:

The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.

For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.

A typical research interview fulfils the following functions:

Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
Validates and strengthens in-house secondary research findings
Develops the analysis team’s expertise and market understanding

Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:

Industry participants: VPs, business development managers, market intelligence managers and national sales managers
Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.

Below is the breakup of our primary respondents by company, designation, and region:

Research Methodology

Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.

Data Analysis:

Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.

3.1 Macro-Economic Factor Analysis:

We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.

3.2 Country Level Data:

Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.

3.3 Company Profile:

The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.

3.4 Developing Base Number:

Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.

Data Triangulation and Final Review:

The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.

We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.

We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.

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