Data Center Generator Market Size & Industry Growth by 2028
[Research Report] The data center generator market was valued at US$ 4,693.00 million in 2021 and is expected to reach US$ 6,729.53 million by 2028; it is estimated to register a CAGR of 5.3% from 2021 to 2028.
Generators serve as a backup power supply reservoir for data centers during a power outage. A total power outage in a data center may need a system restart, resulting in system downtime, startup challenges, and data loss. Hence, data centers are always backed by a backup power supply provided by generators to avoid such abnormalities and failures. Such benefits are driving the data center generator market growth .
These generators do not require an existing power supply to operate, which is a significant driving element for the market. In addition, prominent manufacturers manufacture generators with customized capacity in response to changing customer demands. Such systems can scale up and down by the power requirements of the data center. This adaptability is likely to increase the demand for data center generators, thereby boosting the market growth. Several cloud service providers have increased their output because of the rise in demand for edge data centers worldwide. Google, for example, spent US$ 3.3 billion in 2019 to expand its data center presence in Europe. Furthermore, the market is likely to benefit from the increased development of hyper-scale facilities and the rise in implementing diesel rotary uninterruptible power supply (DRUPS).
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Data Center Generator Market: Strategic Insights
Market Size Value in US$ 4,693.00 million in 2021 Market Size Value by US$ 6,729.53 million by 2028 Growth rate CAGR of 5.3% from 2021 to 2028. Forecast Period 2021- 2028 Base Year 2021
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Data Center Generator Market: Strategic Insights
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Market Size Value in | US$ 4,693.00 million in 2021 |
Market Size Value by | US$ 6,729.53 million by 2028 |
Growth rate | CAGR of 5.3% from 2021 to 2028. |
Forecast Period | 2021- 2028 |
Base Year | 2021 |
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Data Center Generator Market Insights
Increase in Number of Data Centers
There are already around seven billion internet-connected devices in this age of data, and that figure is growing. Many of them produce huge amounts of data, which must be recorded, routed, stored, assessed, and retrieved. Manufacturers rely on big data and data analytics to improve the efficiency, productivity, security, and cost-effectiveness of their operations as the Internet of Things (IoT) and Industry 4.0 take hold. On the other hand, data management in-house is becoming increasingly complicated, time-consuming, and costly. To save energy and infrastructure costs, even huge firms like Cisco consider shutting down portions of their own internal data centers.
The rise in penetration of connected devices and easy access to the internet, coupled with the reduced cost of internet services, are propelling the demand for data storage globally. The need for data storage is also surging due to the increasing demand for big data analytics and cloud-based services, such as online content comprising movies, apps, videos, and social media. Therefore, cloud-based companies deploy IT space in their data centers. Several industries are exploring the cloud offerings and discovering the benefits of data center services to support their needs related to the cloud. These developments are directly influencing the increase in the use of the Internet of Things (IoT), thereby resulting in the construction of a large number of data centers across the world. For instance, Colt has announced the development of its hyperscale data centers in Europe and Asia-Pacific, following the sale of 12 edge colocation centers across Europe. The corporation has purchased ten new plots of land in London, Frankfurt, Paris, and undisclosed locations in Japan that will allow it to create roughly 100 MW of IT power. Therefore, the increasing number of data centers boosts the need for data center generators to get sufficient power supplies, which is driving the data center generator market growth.
Product Type-Based Market Insights
Data center generators have been experiencing a rise in demand from across the globe in recent years. Companies provide three types of data center generators – diesel, natural gas, and bi-fuel. In January 2022, Cummins Power Generation announced that it had been awarded for its power solutions by the China data center industry. The company manufactures diesel data center generators. In January 2021, TRG Datacenters announced the upgrade of its Texas data center. The company is planning to install a bi-fuel option for power backup
Capacity-Based Market Insights
In terms of capacity, the data center generator market size is segmented into below 1 MW, 1–2 MW, and greater than 2 MW. Below 1 MW is the most prominent capacity in data center generators. The facilities with a capacity of more than 10 MW are adopting generators of greater than 2 MW. Generators below 1 MW power capacity are usually adopted in modular data center deployments. The adoption of generators with below 1 MW power capacity is expected to increase the deployment of data centers. They are being adopted by small-scale data center operators in developing economies as they are less costly. The rise in manufacturing of hyper scale facilities in emerging economies would decline the dependency on generators having low capacity in the coming years.
The data center generator market players adopt strategies such as mergers, acquisitions, and market initiatives to maintain their positions in the market. A few developments by key data center generator market players are listed below:
- ABB LTD has introduced new shaft generator technology. This new generator brings flexibility and ease of installation to many vessels, including bulk carriers and container carriers. The AMZ 1400 permanent magnet shaft generator is optimized for converter control and enables better efficiency than induction.
- Caterpillar to Launch Demonstration Project Using Hydrogen Fuel Cell Technology for Backup Power at Microsoft Data Center. This project enables Caterpillar to collaborate with industry leaders to take a large step toward commercially viable power solutions that also support the customers in making their operations more sustainable.
Data Center Generator Market Report Scope
The global data center generator market is segmented based on product type, capacity, and tier. Based on product type, the data center generator market is segmented into diesel, natural gas, and others. In terms of capacity, the data center generator market is segmented into less than 1 MW, 1–2 MW, and greater than 2 MW. Further, based on tier, the data center generator market is segmented into tier 1 & 2, tier 3, and tier 4.
ABB; Atlas Copco AB; Caterpillar; Cummins Inc.; DEUTZ AG; Generac Power Systems, Inc.; HITEC Power Protection; Kirloskar; Kohler Co.; and MITSUBISHI MOTORS CORPORATION are the key data center generator market players considered for the research study. In addition, several other significant data center generator market players have been studied and analyzed in this research report to get a holistic view of the global data center generator market size and its ecosystem.
![Report Coverage](https://www.theinsightpartners.com/assets/rdimages/report_coverage.png)
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
![Segment Covered](https://www.theinsightpartners.com/assets/rdimages/segment_covered.png)
Segment Covered
Product Type, Capacity, and Tier
![Regional Scope](https://www.theinsightpartners.com/assets/rdimages/regional_scope.png)
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
![Country Scope](https://www.theinsightpartners.com/assets/rdimages/country_scope.png)
Country Scope
Argentina, Australia, Brazil, Canada, China, France, Germany, India, Italy, Japan, Malaysia, Mexico, Russian Federation, Saudi Arabia, Singapore, South Africa, South Korea, Thailand, United Arab Emirates, United Kingdom, United States
Frequently Asked Questions
The rising inclination towards renewables are environmental sustainability and energy savings is positively impacting the data center generator market. When rising and unpredictable energy costs and levies linked with pending carbon emission regulations are considered, it is easy to see why operators are becoming more interested in renewables' role in lowering and stabilizing energy costs. Google's hyper-scale data centers have been pioneers in renewable energy programs, researching their inherent financial, environmental, and social value. Google chooses locations for its data centers based on various considerations, including the availability of reliable service and the opportunity for renewable energy. Thus, these initiatives are further expected to contribute to the growth of the data center generator market over the forecast period.
The diesel segment led the data center generator market with a market share of 69.7% in 2020. It is expected to account for 68.7% of the total market in 2028.
Most data centers maintain enough fuel on hand to run the generator for 24-48 hours. To preserve sensitive data, data centers require dependable backup power. Thus, the global data center generator market is primarily driven by the increase in number of data centers and in backup power supply requirements in data centers.
North America dominated the data center generator market in 2020 with a share of 37.25%; it would continue to dominate the market during the forecast period and account for 31.67% share by 2028. Europe is the second-largest contributor to the global data center generator market, followed by Asia Pacific.
ABB; Atlas Copco AB; Caterpillar; Cummins Inc.; DEUTZ AG; Generac Power Systems, Inc.; HITEC Power Protection; Kirloskar; Kohler Co.; and MITSUBISHI MOTORS CORPORATION.
The less than 1MW segment led the data center generator market with a market share of 44.4% in 2020. It is expected to account for 46.1% of the total market in 2028.
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. Data Center Generator Market Landscape
4.1 Market Overview
4.2 PEST Analysis
4.2.1 North America
4.2.2 Europe
4.2.3 APAC
4.2.4 MEA
4.2.5 SAM
4.3 Ecosystem Analysis
4.4 Expert Opinion
5. Data Center Generator Market – Key Market Dynamics
5.1 Market Drivers
5.1.1 Increase in Number of Data Centers
5.1.2 Rise in Backup Power Supply Requirements in Data Centers
5.2 Market Restraints
5.2.1 Fuel Management Problems in Data Centers Causing Downtime
5.3 Market Opportunities
5.3.1 Increase in Use of Renewable Energy in Data Centers
5.4 Future Trends
5.4.1 Rise in Adoption of DRUPS
5.5 Impact Analysis of Drivers and Restraints
6. Data Center Generator Market – Global Analysis
6.1 Global Data Center Generator Market Overview
6.2 Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
6.3 Market Positioning/Market Share Analysis – Five Key Players
7. Data Center Generator Market – By Product Type
7.1 Overview
7.2 Data Center Generator Market, by Product Type (2020 and 2028)
7.3 Diesel
7.3.1 Overview
7.3.2 Diesel: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
7.4 Natural Gas
7.4.1 Overview
7.4.2 Natural Gas: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
7.5 Bi-Fuel
7.5.1 Overview
7.5.2 Bi-Fuel: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
8. Data Center Generator Market – By Capacity
8.1 Overview
8.2 Data Center Generator Market, by Capacity (2020 and 2028)
8.3 Less Than 1 MW
8.3.1 Overview
8.3.2 Less Than 1 MW: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
8.4 1 MW- 2 MW
8.4.1 Overview
8.4.2 1 MW- 2 MW: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
8.5 Greater Than 2 MW
8.5.1 Overview
8.5.2 Greater Than 2 MW: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
9. Data Center Generator Market – By Tier
9.1 Overview
9.2 Data Center Generator Market, by Tier (2020 and 2028)
9.3 Tier 1 and 2
9.3.1 Overview
9.3.2 Tier 1 and 2: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
9.4 Tier 3
9.4.1 Overview
9.4.2 Tier 3: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
9.5 Tier 4
9.5.1 Overview
9.5.2 Tier 4: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10. Data Center Generator Market – Geographic Analysis
10.1 Overview
10.2 North America: Data Center Generator Market
10.2.1 North America: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.2.2 North America: Data Center Generator Market, By Product Type
10.2.3 North America: Data Center Generator Market, By Capacity
10.2.4 North America: Data Center Generator Market, By Tier
10.2.5 North America: Data Center Generator Market, By Country
10.2.5.1 US: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.2.5.1.1 US: Data Center Generator Market, By Product Type
10.2.5.1.2 US: Data Center Generator Market, By Capacity
10.2.5.1.3 US: Data Center Generator Market, By Tier
10.2.5.2 Canada: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.2.5.2.1 Canada: Data Center Generator Market, By Product Type
10.2.5.2.2 Canada: Data Center Generator Market, By Capacity
10.2.5.2.3 Canada: Data Center Generator Market, By Tier
10.2.5.3 Mexico: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.2.5.3.1 Mexico: Data Center Generator Market, By Product Type
10.2.5.3.2 Mexico: Data Center Generator Market, By Capacity
10.2.5.3.3 Mexico: Data Center Generator Market, By Tier
10.3 Europe: Data Center Generator Market
10.3.1 Europe: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.3.2 Europe: Data Center Generator Market, By Product Type
10.3.3 Europe: Data Center Generator Market, By Capacity
10.3.4 Europe: Data Center Generator Market, By Tier
10.3.5 Europe: Data Center Generator Market, By Country
10.3.5.1 Germany: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.3.5.1.1 Germany: Data Center Generator Market, By Product Type
10.3.5.1.2 Germany: Data Center Generator Market, By Capacity
10.3.5.1.3 Germany: Data Center Generator Market, By Tier
10.3.5.2 France: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.3.5.2.1 France: Data Center Generator Market, By Product Type
10.3.5.2.2 France: Data Center Generator Market, By Capacity
10.3.5.2.3 France: Data Center Generator Market, By Tier
10.3.5.3 Italy: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.3.5.3.1 Italy: Data Center Generator Market, By Product Type
10.3.5.3.2 Italy: Data Center Generator Market, By Capacity
10.3.5.3.3 Italy: Data Center Generator Market, By Tier
10.3.5.4 UK: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.3.5.4.1 UK: Data Center Generator Market, By Product Type
10.3.5.4.2 UK: Data Center Generator Market, By Capacity
10.3.5.4.3 UK: Data Center Generator Market, By Tier
10.3.5.5 Russia: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.3.5.5.1 Russia: Data Center Generator Market, By Product Type
10.3.5.5.2 Russia: Data Center Generator Market, By Capacity
10.3.5.5.3 Russia: Data Center Generator Market, By Tier
10.3.5.6 Rest of Europe: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.3.5.6.1 Rest of Europe: Data Center Generator Market, By Product Type
10.3.5.6.2 Rest of Europe: Data Center Generator Market, By Capacity
10.3.5.6.3 Rest of Europe: Data Center Generator Market, By Tier
10.4 APAC: Data Center Generator Market
10.4.1 APAC: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.4.2 APAC: Data Center Generator Market, By Product Type
10.4.3 APAC: Data Center Generator Market, By Capacity
10.4.4 APAC: Data Center Generator Market, By Tier
10.4.5 APAC: Data Center Generator Market, By Country
10.4.5.1 China: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.4.5.1.1 China: Data Center Generator Market, By Product Type
10.4.5.1.2 China: Data Center Generator Market, By Capacity
10.4.5.1.3 China: Data Center Generator Market, By Tier
10.4.5.2 India: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.4.5.2.1 India: Data Center Generator Market, By Product Type
10.4.5.2.2 India: Data Center Generator Market, By Capacity
10.4.5.2.3 India: Data Center Generator Market, By Tier
10.4.5.3 Japan: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.4.5.3.1 Japan: Data Center Generator Market, By Product Type
10.4.5.3.2 Japan: Data Center Generator Market, By Capacity
10.4.5.3.3 Japan: Data Center Generator Market, By Tier
10.4.5.4 South Korea: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.4.5.4.1 South Korea: Data Center Generator Market, By Product Type
10.4.5.4.2 South Korea: Data Center Generator Market, By Capacity
10.4.5.4.3 South Korea: Data Center Generator Market, By Tier
10.4.5.5 Australia: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.4.5.5.1 Australia: Data Center Generator Market, By Product Type
10.4.5.5.2 Australia: Data Center Generator Market, By Capacity
10.4.5.5.3 Australia: Data Center Generator Market, By Tier
10.4.5.6 Rest of APAC: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.4.5.6.1 Rest of APAC: Data Center Generator Market, By Product Type
10.4.5.6.2 Rest of APAC: Data Center Generator Market, By Capacity
10.4.5.6.3 Rest of APAC: Data Center Generator Market, By Tier
10.5 SEA: Data Center Generator Market
10.5.1 SEA: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.5.2 SEA: Data Center Generator Market, By Product Type
10.5.3 SEA: Data Center Generator Market, By Capacity
10.5.4 SEA: Data Center Generator Market, By Tier
10.5.5 SEA: Data Center Generator Market, By Country
10.5.5.1 Singapore: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.5.5.1.1 Singapore: Data Center Generator Market, By Product Type
10.5.5.1.2 Singapore: Data Center Generator Market, By Capacity
10.5.5.1.3 Singapore: Data Center Generator Market, By Tier
10.5.5.2 Malaysia: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.5.5.2.1 Malaysia: Data Center Generator Market, By Product Type
10.5.5.2.2 Malaysia: Data Center Generator Market, By Capacity
10.5.5.2.3 Malaysia: Data Center Generator Market, By Tier
10.5.5.3 Thailand: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.5.5.3.1 Thailand: Data Center Generator Market, By Product Type
10.5.5.3.2 Thailand: Data Center Generator Market, By Capacity
10.5.5.3.3 Thailand: Data Center Generator Market, By Tier
10.5.5.4 Rest of SEA: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.5.5.4.1 Rest of SEA: Data Center Generator Market, By Product Type
10.5.5.4.2 Rest of SEA: Data Center Generator Market, By Capacity
10.5.5.4.3 Rest of SEA: Data Center Generator Market, By Tier
10.6 MEA: Data Center Generator Market
10.6.1 MEA: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.6.2 MEA: Data Center Generator Market, By Product Type
10.6.3 MEA: Data Center Generator Market, By Capacity
10.6.4 MEA: Data Center Generator Market, By Tier
10.6.5 MEA: Data Center Generator Market, By Country
10.6.5.1 South Africa: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.6.5.1.1 South Africa: Data Center Generator Market, By Product Type
10.6.5.1.2 South Africa: Data Center Generator Market, By Capacity
10.6.5.1.3 South Africa: Data Center Generator Market, By Tier
10.6.5.2 Saudi Arabia: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.6.5.2.1 Saudi Arabia: Data Center Generator Market, By Product Type
10.6.5.2.2 Saudi Arabia: Data Center Generator Market, By Capacity
10.6.5.2.3 Saudi Arabia: Data Center Generator Market, By Tier
10.6.5.3 UAE: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.6.5.3.1 UAE: Data Center Generator Market, By Product Type
10.6.5.3.2 UAE: Data Center Generator Market, By Capacity
10.6.5.3.3 UAE: Data Center Generator Market, By Tier
10.6.5.4 Rest of MEA: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.6.5.4.1 Rest of MEA: Data Center Generator Market, By Product Type
10.6.5.4.2 Rest of MEA: Data Center Generator Market, By Capacity
10.6.5.4.3 Rest of MEA: Data Center Generator Market, By Tier
10.7 South and Central America: Data Center Generator Market
10.7.1 South and Central America: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.7.2 South and Central America: Data Center Generator Market, By Product Type
10.7.3 South and Central America: Data Center Generator Market, By Capacity
10.7.4 South and Central America: Data Center Generator Market, By Tier
10.7.5 South and Central America: Data Center Generator Market, By Country
10.7.5.1 Brazil: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.7.5.1.1 Brazil: Data Center Generator Market, By Product Type
10.7.5.1.2 Brazil: Data Center Generator Market, By Capacity
10.7.5.1.3 Brazil: Data Center Generator Market, By Tier
10.7.5.2 Argentina: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.7.5.2.1 Argentina: Data Center Generator Market, By Product Type
10.7.5.2.2 Argentina: Data Center Generator Market, By Capacity
10.7.5.2.3 Argentina: Data Center Generator Market, By Tier
10.7.5.3 Rest of South and Central America: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
10.7.5.3.1 Rest of South and Central America: Data Center Generator Market, By Product Type
10.7.5.3.2 Rest of South and Central America: Data Center Generator Market, By Capacity
10.7.5.3.3 Rest of South and Central America: Data Center Generator Market, By Tier
11. Data Center Generator Market – COVID-19 Impact Analysis
11.1 Overview
11.2 Europe: Impact Assessment of COVID-19 Pandemic
11.3 Middle East & Africa: Impact Assessment of COVID-19 Pandemic
11.4 Southeast Asia Impact Assessment of COVID-19 Pandemic
12. Industry Landscape
12.1 Market Initiative
12.2 Merger and Acquisition
12.3 New Development
13. Company Profiles
13.1 ABB Ltd
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 Atlas Copco AB
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 Caterpillar Inc.
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 Cummins Inc.
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 DEUTZ AG
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 GENERAC POWER SYSTEMS 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 HITEC POWER PROTECTION
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 KIRLOSKAR OIL ENGINES LIMITED
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 Kohler Co.
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 Mitsubishi Heavy Industries, Ltd.
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. Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Table 2. North America Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 3. North America Data Center Generator Market, By Capacity – Revenue and Forecast to 2028 (US$ Million)
Table 4. North America Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 5. US Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 6. US Data Center Generator Market, By Capacity – Revenue and Forecast to 2028 (US$ Million)
Table 7. US Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 8. Canada Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 9. Canada Data Center Generator Market, By Capacity – Revenue and Forecast to 2028 (US$ Million)
Table 10. Canada Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 11. Mexico Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 12. Mexico Data Center Generator Market, By Capacity – Revenue and Forecast to 2028 (US$ Million)
Table 13. Mexico Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 14. Europe Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 15. Europe Data Center Generator Market, By Capacity – Revenue and Forecast to 2028 (US$ Million)
Table 16. Europe Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 17. Germany Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 18. Germany Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 19. Germany Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 20. France Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 21. France Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 22. France Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 23. Italy Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 24. Italy Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 25. Italy Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 26. UK Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 27. UK Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 28. UK Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 29. Russia Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 30. Russia Data Center Generator Market, By Capacity – Revenue and Forecast to 2028 (US$ Million)
Table 31. Russia Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 32. Rest of Europe Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 33. Rest of Europe Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 34. Rest of Europe Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 35. APAC Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 36. APAC Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 37. APAC Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 38. China Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 39. China Data Center Generator Market, By Capacity – Revenue and Forecast to 2028 (US$ Million)
Table 40. China Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 41. India Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 42. India Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 43. India Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 44. Japan Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 45. Japan Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 46. Japan Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 47. South Korea Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 48. South Korea Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 49. South Korea Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 50. Australia Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 51. Australia Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 52. Australia Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 53. Rest of APAC Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 54. Rest of APAC Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 55. Rest of APAC Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 56. SEA Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 57. SEA Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 58. SEA Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 59. Singapore Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 60. Singapore Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 61. Singapore Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 62. Malaysia Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 63. Malaysia Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 64. Malaysia Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 65. Thailand Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 66. Thailand Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 67. Thailand Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 68. Rest of SEA Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 69. Rest of SEA Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 70. Rest of SEA Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 71. MEA Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 72. MEA Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 73. MEA Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 74. South Africa Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 75. South Africa Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 76. South Africa Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 77. Saudi Arabia Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 78. Saudi Arabia Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 79. Saudi Arabia Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 80. UAE Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 81. UAE Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 82. UAE Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 83. Rest of MEA Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 84. Rest of MEA Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 85. Rest of MEA Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 86. South and Central America Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 87. South and Central America Data Center Generator Market, By Capacity – Revenue and Forecast to 2028 (US$ Million)
Table 88. South and Central America Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 89. Brazil Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 90. Brazil Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 91. Brazil Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 92. Argentina Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 93. Argentina Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 94. Argentina Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 95. Rest of South and Central America Data Center Generator Market, By Product Type– Revenue and Forecast to 2028 (US$ Million)
Table 96. Rest of South and Central America Data Center Generator Market, By Capacity– Revenue and Forecast to 2028 (US$ Million)
Table 97. Rest of South and Central America Data Center Generator Market, By Tier – Revenue and Forecast to 2028 (US$ Million)
Table 98. List of Abbreviation
LIST OF FIGURES
Figure 1. Data Center Generator Market Segmentation
Figure 2. Data Center Generator Market Segmentation – By Geography
Figure 3. Global Data Center Generator Market Overview
Figure 4. Diesel Data Center Generator Contributed the Largest Market Share
Figure 5. Greater Than 2 MW Capacity Segment Held the Largest Market Share in 2020
Figure 6. Tier 3 Segment Held the Largest Share in 2020
Figure 7. North America Held the Largest Share in 2020
Figure 8. North America: PEST Analysis
Figure 9. Europe: PEST Analysis
Figure 10. APAC: PEST Analysis
Figure 11. MEA: PEST Analysis
Figure 12. SAM: PEST Analysis
Figure 13. Data Center Generator Market– Ecosystem Analysis
Figure 14. Expert Opinion
Figure 15. Data Center Generator Market: Impact Analysis of Drivers and Restraints
Figure 16. Geographic Overview of Data Center Generator Market
Figure 17. Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 18. Market Positioning/Market Share Analysis – Five Key Players
Figure 19. Data Center Generator Market Revenue Share, by Product Type (2020 and 2028)
Figure 20. Diesel: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 21. Natural Gas: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 22. Bi-Fuel: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 23. Data Center Generator Market Revenue Share, by Capacity (2020 and 2028)
Figure 24. Less Than 1 MW: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 25. 1 MW- 2 MW: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 26. Greater Than 2 MW: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 27. Data Center Generator Market Revenue Share, by Tier (2020 and 2028)
Figure 28. Tier 1 and 2: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 29. Tier 3: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 30. Tier 4: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 31. Global Data Center Generator Market Revenue Share, By Region (2020 and 2028)
Figure 32. North America: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 33. North America Data Center Generator Market Revenue Share, By Product Type (2020 and 2028)
Figure 34. North America Data Center Generator Market Revenue Share, By Capacity (2020 and 2028)
Figure 35. North America Data Center Generator Market Revenue Share, By Tier (2020 and 2028)
Figure 36. North America Data Center Generator Market Revenue Share, By Country (2020 and 2028)
Figure 37. US: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 38. Canada: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 39. Mexico: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 40. Europe: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 41. Europe: Data Center Generator Market Revenue Share, By Product Type (2020 and 2028)
Figure 42. Europe: Data Center Generator Market Revenue Share, By Capacity (2020 and 2028)
Figure 43. Europe: Data Center Generator Market Revenue Share, By Tier (2020 and 2028)
Figure 44. Europe: Data Center Generator Market Revenue Share, By Country (2020 and 2028)
Figure 45. Germany: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 46. France: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 47. Italy: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 48. UK: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 49. Russia: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 50. Rest of Europe: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 51. APAC: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 52. APAC: Data Center Generator Market Revenue Share, By Product Type (2020 and 2028)
Figure 53. APAC: Data Center Generator Market Revenue Share, By Capacity (2020 and 2028)
Figure 54. APAC: Data Center Generator Market Revenue Share, By Tier (2020 and 2028)
Figure 55. APAC: Data Center Generator Market Revenue Share, By Country (2020 and 2028)
Figure 56. China: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 57. India: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 58. Japan: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 59. South Korea: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 60. Australia: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 61. Rest of APAC: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 62. SEA: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 63. SEA: Data Center Generator Market Revenue Share, By Product Type (2020 and 2028)
Figure 64. SEA: Data Center Generator Market Revenue Share, By Capacity (2020 and 2028)
Figure 65. SEA: Data Center Generator Market Revenue Share, By Tier (2020 and 2028)
Figure 66. SEA: Data Center Generator Market Revenue Share, By Country (2020 and 2028)
Figure 67. Singapore: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 68. Malaysia: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 69. Thailand: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 70. Rest of SEA: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 71. MEA: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 72. MEA: Data Center Generator Market Revenue Share, By Product Type (2020 and 2028)
Figure 73. MEA: Data Center Generator Market Revenue Share, By Capacity (2020 and 2028)
Figure 74. MEA: Data Center Generator Market Revenue Share, By Tier (2020 and 2028)
Figure 75. MEA: Data Center Generator Market Revenue Share, By Country (2020 and 2028)
Figure 76. South Africa: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 77. Saudi Arabia: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 78. UAE: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 79. Rest of MEA: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 80. South and Central America: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 81. South and Central America: Data Center Generator Market Revenue Share, By Product Type (2020 and 2028)
Figure 82. SAM: Data Center Generator Market Revenue Share, By Capacity (2020 and 2028)
Figure 83. South and Central America: Data Center Generator Market Revenue Share, By Tier (2020 and 2028)
Figure 84. South and Central America: Data Center Generator Market Revenue Share, By Country (2020 and 2028)
Figure 85. Brazil: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 86. Argentina: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 87. Rest of South and Central America: Data Center Generator Market – Revenue and Forecast to 2028 (US$ Million)
Figure 88. Impact of COVID-19 Pandemic in Europe Country Markets
Figure 89. Impact of COVID-19 Pandemic in Middle East & Africa Country Markets
Figure 90. Impact of COVID-19 Pandemic in Southeast Asia Country Markets
The List of Companies - Data Center Generator Market
- ABB
- Atlas Copco AB
- Caterpillar
- Cummins Inc.
- DEUTZ AG
- Generac Power Systems, Inc.
- HITEC Power Protection
- Kirloskar
- Kohler Co.
- MITSUBISHI MOTORS 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:
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.