Key Insights
The North American air-insulated switchgear market is experiencing robust growth, driven by increasing investments in renewable energy infrastructure, the expansion of smart grids, and a rising demand for reliable power distribution across commercial, residential, and industrial sectors. The market's Compound Annual Growth Rate (CAGR) exceeding 7% from 2019 to 2024 indicates a significant upward trajectory. This growth is further fueled by stringent regulatory compliance requirements for safety and reliability, pushing for upgrades and modernization of existing switchgear infrastructure. The low-voltage segment currently dominates the market due to widespread adoption in residential and commercial applications, while the medium- and high-voltage segments are projected to witness faster growth, propelled by large-scale industrial projects and power utility expansions. Key players like Powell Industries, Hitachi Energy, and Siemens are strategically focusing on technological advancements, including digitalization and smart switchgear solutions, to gain a competitive edge and cater to evolving customer needs. The market is segmented by end-user (commercial & residential, power utilities, industrial) and voltage level (low, medium, high), reflecting the diverse applications of this critical power distribution equipment. Growth in North America, particularly in the United States, is expected to remain strong due to robust economic activity and ongoing infrastructure development initiatives.
The North American market's success is intrinsically linked to ongoing investments in grid modernization and the increasing adoption of renewable energy sources. The shift towards sustainable energy practices necessitates a robust and reliable power distribution system, enhancing the demand for advanced air-insulated switchgear. While supply chain disruptions and material cost fluctuations could pose some challenges, the long-term outlook remains positive, supported by government policies promoting energy efficiency and grid resilience. The market's competitive landscape is characterized by both established global players and regional manufacturers, leading to continuous innovation and price competition. The future growth hinges on continued technological advancements, focusing on enhancing safety, improving efficiency, and providing remote monitoring capabilities. Expansion into emerging sectors like electric vehicle charging infrastructure and data centers will further contribute to market expansion in the forecast period (2025-2033).

North America Air-Insulated Switchgear Market Report: 2019-2033
This comprehensive report provides a detailed analysis of the North America air-insulated switchgear market, offering invaluable insights for industry stakeholders, investors, and strategic planners. The study covers the period from 2019 to 2033, with a focus on the forecast period of 2025-2033 and a base year of 2025. The report leverages rigorous research methodologies to deliver accurate market sizing, segmentation, and growth projections, highlighting key trends, challenges, and opportunities within this dynamic sector. Explore the competitive landscape, dominant segments, and future outlook for the North American air-insulated switchgear market.
North America Air-Insulated Switchgear Market Structure & Competitive Landscape
The North American air-insulated switchgear market exhibits a moderately concentrated structure, with several key players holding significant market share. The market's competitive intensity is driven by factors such as technological innovation, stringent regulatory compliance, and the emergence of substitute technologies. The end-user segmentation is diverse, encompassing power utilities, industrial sectors, and commercial & residential applications. Mergers and acquisitions (M&A) activity in the market has been moderate in recent years, with strategic partnerships and collaborations playing a crucial role in shaping the competitive landscape.
- Market Concentration: The top five players account for approximately xx% of the market share in 2025, indicating a moderately consolidated structure. The Herfindahl-Hirschman Index (HHI) is estimated at xx.
- Innovation Drivers: Advancements in materials science, digitalization (smart grid technologies), and improved safety features are driving innovation and product differentiation.
- Regulatory Impacts: Stringent safety and environmental regulations significantly impact market dynamics, favoring manufacturers capable of meeting these standards. Compliance costs represent xx% of the average production cost.
- Product Substitutes: Gas-insulated switchgear (GIS) poses a key competitive threat, particularly in high-voltage applications. The market penetration rate of GIS is currently at xx% and is projected to grow at xx% CAGR.
- End-User Segmentation: Power utilities hold the largest share of the market (xx%), followed by the industrial sector (xx%) and commercial & residential applications (xx%).
- M&A Trends: The number of M&A transactions in the air-insulated switchgear market averaged xx per year during the historical period (2019-2024).
North America Air-Insulated Switchgear Market Market Trends & Opportunities
The North American air-insulated switchgear market is experiencing steady growth, driven by factors such as increasing energy demand, infrastructure development, and the modernization of existing power grids. The market is projected to reach USD xx Million by 2033, exhibiting a CAGR of xx% during the forecast period (2025-2033). Technological advancements, including the integration of digital technologies and smart grid solutions, are significantly impacting market dynamics. Consumer preferences are shifting towards energy-efficient and environmentally friendly solutions, influencing product design and manufacturing processes. Competitive dynamics remain intense, with leading manufacturers focusing on innovation, cost optimization, and strategic partnerships to gain market share. Emerging opportunities lie in the deployment of renewable energy sources and the development of smart grid infrastructure. Market penetration rates for smart grid-enabled switchgear are expected to increase from xx% in 2025 to xx% by 2033.

Dominant Markets & Segments in North America Air-Insulated Switchgear Market
The United States represents the largest market for air-insulated switchgear in North America, accounting for approximately xx% of the total market value in 2025. Within the end-user segments, power utilities demonstrate the highest growth potential, driven by increasing investments in grid modernization and expansion. High-voltage switchgear holds a dominant share of the voltage segment, primarily due to its applications in large-scale power transmission projects.
- Key Growth Drivers (United States):
- Significant investments in grid modernization and expansion programs.
- Increasing adoption of renewable energy sources.
- Robust industrial growth and expansion.
- Power Utilities Segment: Stringent grid reliability standards and the need for enhanced power transmission capacity fuel significant demand.
- High-Voltage Segment: This segment benefits from large-scale grid modernization projects and renewable energy integration initiatives. Technological advancements in high-voltage switchgear are also driving its growth.
North America Air-Insulated Switchgear Market Product Analysis
Recent product innovations focus on enhancing safety, reliability, and efficiency. Advancements in materials science, insulation technologies, and digital monitoring systems are improving product performance and reducing operational costs. Manufacturers are increasingly integrating digital technologies into their switchgear products to enable remote monitoring, predictive maintenance, and enhanced grid management capabilities. The market fit for these advanced products is strong, driven by the growing demand for improved grid reliability and efficiency.
Key Drivers, Barriers & Challenges in North America Air-Insulated Switchgear Market
Key Drivers: The growing demand for reliable and efficient power transmission and distribution infrastructure, coupled with increased investments in grid modernization and expansion projects, are the primary drivers. Furthermore, the integration of renewable energy sources necessitates robust and adaptable switchgear solutions, fueling market growth. Government initiatives and supportive regulatory policies also play a significant role. For example, the USD 2.5 billion Transmission Facilitation Program (TFP) will drive substantial demand for air-insulated switchgear.
Key Challenges: Supply chain disruptions, fluctuating raw material prices, and intense competition among manufacturers pose significant challenges. Furthermore, the increasing complexity of grid infrastructure and the need to meet stringent safety and environmental standards add to the challenges faced by the industry. These factors can lead to project delays and increased costs.
Growth Drivers in the North America Air-Insulated Switchgear Market Market
The market's growth is driven by the increasing demand for electricity, infrastructure development, modernization of existing grids, and the rising adoption of renewable energy sources. Government initiatives and regulatory policies encouraging grid modernization and the integration of renewable energy further stimulate market growth. Technological advancements in switchgear design and capabilities contribute to enhanced efficiency, reliability, and safety.
Challenges Impacting North America Air-Insulated Switchgear Market Growth
Significant challenges include supply chain disruptions leading to material shortages and price volatility. Stringent safety and environmental regulations necessitate significant compliance costs and can hinder market growth. Intense competition among existing players limits profit margins and necessitates ongoing innovation.
Key Players Shaping the North America Air-Insulated Switchgear Market Market
- Powell industries Inc
- Hitachi Energy Ltd
- Toshiba Corp
- Bharat Heavy Electricals Limited
- Mitsubishi Electric Corporation
- Schneider Electric SE
- Eaton Corporation PLC
- Siemens Energy AG
- General Electric Company
- Hyosung Heavy Industries Corp
Significant North America Air-Insulated Switchgear Market Industry Milestones
- May 2022: The US federal government launched the USD 2.5 billion Transmission Facilitation Program (TFP) to modernize and expand the nation's power grid capacity. This initiative significantly boosted market demand and spurred investments in air-insulated switchgear.
Future Outlook for North America Air-Insulated Switchgear Market Market
The North American air-insulated switchgear market is poised for continued growth, fueled by sustained investments in grid infrastructure, the increasing adoption of renewable energy sources, and the growing demand for reliable power transmission and distribution. Strategic opportunities exist for manufacturers who can offer innovative, energy-efficient, and digitally enabled switchgear solutions. The market's potential is substantial, with significant growth expected across various segments and geographical regions within North America.
North America Air-Insulated Switchgear Market Segmentation
-
1. Voltage
- 1.1. Low Voltage
- 1.2. Medium Voltage
- 1.3. High Voltage
-
2. End-User
- 2.1. Commercial & Residential
- 2.2. Power Utilities
- 2.3. Industrial Sector
-
3. Geography
- 3.1. Canada
- 3.2. Mexico
- 3.3. United states
North America Air-Insulated Switchgear Market Segmentation By Geography
- 1. Canada
- 2. Mexico
- 3. United states

North America Air-Insulated Switchgear Market REPORT HIGHLIGHTS
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of > 7.00% from 2019-2033 |
Segmentation |
|
Table of Contents
- 1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
- 2. Executive Summary
- 2.1. Introduction
- 3. Market Dynamics
- 3.1. Introduction
- 3.2. Market Drivers
- 3.2.1. 4.; Rising Renewable Energy Generation4.; Rising Investments In EV Charging Infrastructure
- 3.3. Market Restrains
- 3.3.1. 4.; Rising Distributed Generation
- 3.4. Market Trends
- 3.4.1. Medium Voltage Hold Significant Market Share
- 4. Market Factor Analysis
- 4.1. Porters Five Forces
- 4.2. Supply/Value Chain
- 4.3. PESTEL analysis
- 4.4. Market Entropy
- 4.5. Patent/Trademark Analysis
- 5. North America Air-Insulated Switchgear Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Voltage
- 5.1.1. Low Voltage
- 5.1.2. Medium Voltage
- 5.1.3. High Voltage
- 5.2. Market Analysis, Insights and Forecast - by End-User
- 5.2.1. Commercial & Residential
- 5.2.2. Power Utilities
- 5.2.3. Industrial Sector
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. Canada
- 5.3.2. Mexico
- 5.3.3. United states
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. Canada
- 5.4.2. Mexico
- 5.4.3. United states
- 5.1. Market Analysis, Insights and Forecast - by Voltage
- 6. Canada North America Air-Insulated Switchgear Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Voltage
- 6.1.1. Low Voltage
- 6.1.2. Medium Voltage
- 6.1.3. High Voltage
- 6.2. Market Analysis, Insights and Forecast - by End-User
- 6.2.1. Commercial & Residential
- 6.2.2. Power Utilities
- 6.2.3. Industrial Sector
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. Canada
- 6.3.2. Mexico
- 6.3.3. United states
- 6.1. Market Analysis, Insights and Forecast - by Voltage
- 7. Mexico North America Air-Insulated Switchgear Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Voltage
- 7.1.1. Low Voltage
- 7.1.2. Medium Voltage
- 7.1.3. High Voltage
- 7.2. Market Analysis, Insights and Forecast - by End-User
- 7.2.1. Commercial & Residential
- 7.2.2. Power Utilities
- 7.2.3. Industrial Sector
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. Canada
- 7.3.2. Mexico
- 7.3.3. United states
- 7.1. Market Analysis, Insights and Forecast - by Voltage
- 8. United states North America Air-Insulated Switchgear Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Voltage
- 8.1.1. Low Voltage
- 8.1.2. Medium Voltage
- 8.1.3. High Voltage
- 8.2. Market Analysis, Insights and Forecast - by End-User
- 8.2.1. Commercial & Residential
- 8.2.2. Power Utilities
- 8.2.3. Industrial Sector
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. Canada
- 8.3.2. Mexico
- 8.3.3. United states
- 8.1. Market Analysis, Insights and Forecast - by Voltage
- 9. United States North America Air-Insulated Switchgear Market Analysis, Insights and Forecast, 2019-2031
- 10. Canada North America Air-Insulated Switchgear Market Analysis, Insights and Forecast, 2019-2031
- 11. Mexico North America Air-Insulated Switchgear Market Analysis, Insights and Forecast, 2019-2031
- 12. Rest of North America North America Air-Insulated Switchgear Market Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 Powell industries Inc
- 13.2.1.1. Overview
- 13.2.1.2. Products
- 13.2.1.3. SWOT Analysis
- 13.2.1.4. Recent Developments
- 13.2.1.5. Financials (Based on Availability)
- 13.2.2 Hitachi Energy Ltd
- 13.2.2.1. Overview
- 13.2.2.2. Products
- 13.2.2.3. SWOT Analysis
- 13.2.2.4. Recent Developments
- 13.2.2.5. Financials (Based on Availability)
- 13.2.3 Toshiba Corp
- 13.2.3.1. Overview
- 13.2.3.2. Products
- 13.2.3.3. SWOT Analysis
- 13.2.3.4. Recent Developments
- 13.2.3.5. Financials (Based on Availability)
- 13.2.4 Bharat Heavy Electricals Limited
- 13.2.4.1. Overview
- 13.2.4.2. Products
- 13.2.4.3. SWOT Analysis
- 13.2.4.4. Recent Developments
- 13.2.4.5. Financials (Based on Availability)
- 13.2.5 Mitsubishi Electric Corporation
- 13.2.5.1. Overview
- 13.2.5.2. Products
- 13.2.5.3. SWOT Analysis
- 13.2.5.4. Recent Developments
- 13.2.5.5. Financials (Based on Availability)
- 13.2.6 Schneider Electric SE
- 13.2.6.1. Overview
- 13.2.6.2. Products
- 13.2.6.3. SWOT Analysis
- 13.2.6.4. Recent Developments
- 13.2.6.5. Financials (Based on Availability)
- 13.2.7 Eaton Corporation PLC
- 13.2.7.1. Overview
- 13.2.7.2. Products
- 13.2.7.3. SWOT Analysis
- 13.2.7.4. Recent Developments
- 13.2.7.5. Financials (Based on Availability)
- 13.2.8 Siemens Energy AG
- 13.2.8.1. Overview
- 13.2.8.2. Products
- 13.2.8.3. SWOT Analysis
- 13.2.8.4. Recent Developments
- 13.2.8.5. Financials (Based on Availability)
- 13.2.9 General Electric Company
- 13.2.9.1. Overview
- 13.2.9.2. Products
- 13.2.9.3. SWOT Analysis
- 13.2.9.4. Recent Developments
- 13.2.9.5. Financials (Based on Availability)
- 13.2.10 Hyosung Heavy Industries Corp
- 13.2.10.1. Overview
- 13.2.10.2. Products
- 13.2.10.3. SWOT Analysis
- 13.2.10.4. Recent Developments
- 13.2.10.5. Financials (Based on Availability)
- 13.2.1 Powell industries Inc
List of Figures
- Figure 1: North America Air-Insulated Switchgear Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Air-Insulated Switchgear Market Share (%) by Company 2024
List of Tables
- Table 1: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Region 2019 & 2032
- Table 3: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Voltage 2019 & 2032
- Table 4: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Voltage 2019 & 2032
- Table 5: North America Air-Insulated Switchgear Market Revenue Million Forecast, by End-User 2019 & 2032
- Table 6: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by End-User 2019 & 2032
- Table 7: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 8: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Geography 2019 & 2032
- Table 9: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Region 2019 & 2032
- Table 10: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Region 2019 & 2032
- Table 11: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Country 2019 & 2032
- Table 12: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Country 2019 & 2032
- Table 13: United States North America Air-Insulated Switchgear Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: United States North America Air-Insulated Switchgear Market Volume (Gigawatt) Forecast, by Application 2019 & 2032
- Table 15: Canada North America Air-Insulated Switchgear Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: Canada North America Air-Insulated Switchgear Market Volume (Gigawatt) Forecast, by Application 2019 & 2032
- Table 17: Mexico North America Air-Insulated Switchgear Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Mexico North America Air-Insulated Switchgear Market Volume (Gigawatt) Forecast, by Application 2019 & 2032
- Table 19: Rest of North America North America Air-Insulated Switchgear Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Rest of North America North America Air-Insulated Switchgear Market Volume (Gigawatt) Forecast, by Application 2019 & 2032
- Table 21: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Voltage 2019 & 2032
- Table 22: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Voltage 2019 & 2032
- Table 23: North America Air-Insulated Switchgear Market Revenue Million Forecast, by End-User 2019 & 2032
- Table 24: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by End-User 2019 & 2032
- Table 25: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 26: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Geography 2019 & 2032
- Table 27: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Country 2019 & 2032
- Table 28: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Country 2019 & 2032
- Table 29: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Voltage 2019 & 2032
- Table 30: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Voltage 2019 & 2032
- Table 31: North America Air-Insulated Switchgear Market Revenue Million Forecast, by End-User 2019 & 2032
- Table 32: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by End-User 2019 & 2032
- Table 33: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 34: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Geography 2019 & 2032
- Table 35: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Country 2019 & 2032
- Table 36: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Country 2019 & 2032
- Table 37: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Voltage 2019 & 2032
- Table 38: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Voltage 2019 & 2032
- Table 39: North America Air-Insulated Switchgear Market Revenue Million Forecast, by End-User 2019 & 2032
- Table 40: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by End-User 2019 & 2032
- Table 41: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 42: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Geography 2019 & 2032
- Table 43: North America Air-Insulated Switchgear Market Revenue Million Forecast, by Country 2019 & 2032
- Table 44: North America Air-Insulated Switchgear Market Volume Gigawatt Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Air-Insulated Switchgear Market?
The projected CAGR is approximately > 7.00%.
2. Which companies are prominent players in the North America Air-Insulated Switchgear Market?
Key companies in the market include Powell industries Inc, Hitachi Energy Ltd, Toshiba Corp, Bharat Heavy Electricals Limited, Mitsubishi Electric Corporation, Schneider Electric SE, Eaton Corporation PLC, Siemens Energy AG, General Electric Company, Hyosung Heavy Industries Corp.
3. What are the main segments of the North America Air-Insulated Switchgear Market?
The market segments include Voltage, End-User, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD XX Million as of 2022.
5. What are some drivers contributing to market growth?
4.; Rising Renewable Energy Generation4.; Rising Investments In EV Charging Infrastructure.
6. What are the notable trends driving market growth?
Medium Voltage Hold Significant Market Share.
7. Are there any restraints impacting market growth?
4.; Rising Distributed Generation.
8. Can you provide examples of recent developments in the market?
May 2022: The federal government launched USD 2.5 billion in funds to modernize and expand the country's power grid capacity under the Transmission Facilitation Program (TFP) created by the Bipartisan Infrastructure Law. As part of this, the US Department of Energy (DOE) issued a request for information (RFI) to seek public input on the structure of the new revolving fund program.
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 4750, USD 5250, and USD 8750 respectively.
10. Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in Million and volume, measured in Gigawatt.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America Air-Insulated Switchgear Market," which aids in identifying and referencing the specific market segment covered.
12. How do I determine which pricing option suits my needs best?
The pricing options vary based on user requirements and access needs. Individual users may opt for single-user licenses, while businesses requiring broader access may choose multi-user or enterprise licenses for cost-effective access to the report.
13. Are there any additional resources or data provided in the North America Air-Insulated Switchgear Market report?
While the report offers comprehensive insights, it's advisable to review the specific contents or supplementary materials provided to ascertain if additional resources or data are available.
14. How can I stay updated on further developments or reports in the North America Air-Insulated Switchgear Market?
To stay informed about further developments, trends, and reports in the North America Air-Insulated Switchgear Market, consider subscribing to industry newsletters, following relevant companies and organizations, or regularly checking reputable industry news sources and publications.
Methodology
Step 1 - Identification of Relevant Samples Size from Population Database



Step 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)

Note*: In applicable scenarios
Step 3 - Data Sources
Primary Research
- Web Analytics
- Survey Reports
- Research Institute
- Latest Research Reports
- Opinion Leaders
Secondary Research
- Annual Reports
- White Paper
- Latest Press Release
- Industry Association
- Paid Database
- Investor Presentations

Step 4 - Data Triangulation
Involves using different sources of information in order to increase the validity of a study
These sources are likely to be stakeholders in a program - participants, other researchers, program staff, other community members, and so on.
Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.
During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence