Key Insights
The Middle East cybersecurity market, valued at $10.81 billion in 2025, is projected to experience robust growth, driven by a Compound Annual Growth Rate (CAGR) of 8.10% from 2025 to 2033. This expansion is fueled by several key factors. The region's increasing digitalization across sectors like IT & Telecom, BFSI (Banking, Financial Services, and Insurance), Retail & E-commerce, and Government necessitates enhanced cybersecurity measures to protect sensitive data and critical infrastructure from evolving cyber threats. The rising adoption of cloud-based solutions, coupled with the growing awareness of data privacy regulations, further accelerates market growth. Large enterprises are leading the adoption of sophisticated cybersecurity technologies, while SMEs are increasingly investing in basic security solutions to mitigate risks. The diverse range of offerings, including solutions and services, caters to the varying needs of different organizations. Geographical spread shows strong market presence in the UAE and Saudi Arabia, followed by Qatar, Kuwait, and Bahrain, with the rest of the Middle East exhibiting significant growth potential.
However, market expansion is not without its challenges. The high cost of implementation and maintenance of advanced cybersecurity solutions can act as a restraint, particularly for smaller enterprises. Furthermore, a scarcity of skilled cybersecurity professionals within the region poses a hurdle to effective implementation and management of security systems. Despite these limitations, the prevailing geopolitical landscape and the increasing frequency of sophisticated cyberattacks are compelling organizations to prioritize cybersecurity investments, ensuring sustained market growth over the forecast period. Key players like Broadcom, IBM, Trend Micro, Fortinet, McAfee, Cisco, Microsoft, Atos, Dell, and Intel are actively shaping the market with their innovative solutions and services, contributing to a competitive and evolving landscape.

Middle East Cybersecurity Market: A Comprehensive Report (2019-2033)
This in-depth report provides a comprehensive analysis of the Middle East cybersecurity market, covering market size, segmentation, competitive landscape, growth drivers, challenges, and future outlook from 2019 to 2033. The study incorporates detailed insights into key trends and developments, offering valuable strategic guidance for businesses operating in or planning to enter this dynamic market. The base year for this report is 2025, with estimations for 2025 and forecasts extending to 2033. The historical period covered is 2019-2024.
Middle East Cybersecurity Market Structure & Competitive Landscape
The Middle East cybersecurity market is characterized by a moderately concentrated landscape with a few dominant players and a growing number of niche players. The market concentration ratio (CR5) is estimated at xx% in 2025, indicating a moderate level of competition. Key innovation drivers include the increasing adoption of cloud technologies, the rise of sophisticated cyber threats, and stringent government regulations promoting cybersecurity investments. Regulatory impacts, such as data privacy laws (e.g., GDPR-inspired regional regulations) and cybersecurity mandates, are significantly shaping market dynamics. Product substitutes are relatively limited, with most solutions offering specialized functionalities, resulting in limited direct substitution. The market is segmented by offering (solutions and services), deployment mode (cloud and on-premises), organization size (SMEs and large enterprises), and end-user industry (IT & Telecom, BFSI, Retail & E-commerce, Government, Manufacturing, Healthcare, and Others). M&A activity in the region remains relatively modest, with an estimated xx number of deals recorded between 2019 and 2024, primarily driven by the need to expand product portfolios and geographic reach. This activity is expected to increase as the market continues to mature and consolidate.
Middle East Cybersecurity Market Market Trends & Opportunities
The Middle East cybersecurity market is experiencing robust growth, fueled by the region's rapid digital transformation, a surge in sophisticated cyberattacks, and proactive government initiatives bolstering national cybersecurity infrastructure. Market projections indicate substantial expansion, reaching [Insert Updated Market Size] by 2025 and [Insert Updated Market Size] by 2033, representing a CAGR of [Insert Updated CAGR] during the forecast period (2025-2033). This growth is significantly driven by the increasing adoption of advanced technologies. The integration of AI, machine learning, and blockchain technologies within cybersecurity solutions is creating innovative opportunities and enhancing security capabilities. Furthermore, a notable shift in consumer preferences towards cloud-based solutions and managed security services reflects the growing demand for scalable and cost-effective security measures. The competitive landscape is dynamic, featuring both established players and emerging startups engaged in continuous innovation to improve service offerings and meet evolving market demands. Despite significant progress, market penetration rates for advanced security solutions remain relatively low, particularly among SMEs and specific sectors such as healthcare, presenting considerable untapped potential for growth. The rising adoption of threat intelligence platforms and Security Information and Event Management (SIEM) solutions further underscores the market's dynamic evolution.
Dominant Markets & Segments in Middle East Cybersecurity Market
Saudi Arabia and the United Arab Emirates currently lead the Middle East cybersecurity market, driven by substantial investments in digital infrastructure and a heightened awareness of cybersecurity risks among businesses and government entities. This leadership reflects a proactive approach to strengthening national security postures.
Key Growth Drivers:
- Robust Government Support and Investment: Governments across the region are actively investing in national cybersecurity strategies and initiatives, creating a significant demand for sophisticated security solutions and fostering a robust cybersecurity ecosystem.
- Accelerated Digital Transformation: The rapid adoption of digital technologies across diverse sectors expands the attack surface, creating an urgent need for comprehensive and robust cybersecurity measures.
- Heightened Awareness of Cyber Threats: The increasing awareness of the substantial financial and reputational damage caused by cyberattacks is motivating organizations to prioritize and increase their investment in cybersecurity significantly.
- Stringent Regulatory Compliance: The implementation of stricter data protection regulations and compliance mandates is driving the adoption of robust cybersecurity solutions to ensure adherence to legal frameworks.
Dominant Segments:
- By Offering: The solutions segment maintains a dominant market share, propelled by the growing need for advanced security tools and technologies that address evolving threats.
- By Deployment Mode: Cloud-based deployments are experiencing rapid growth due to their inherent scalability, flexibility, and cost-effectiveness, aligning with the evolving needs of businesses.
- By Organization Size: Large enterprises constitute a substantial portion of the market, owing to their greater budgets and the complexity of their IT infrastructure which necessitates more robust security solutions.
- By End-user Industry: The BFSI (Banking, Financial Services, and Insurance) sector exhibits robust growth due to stringent regulatory compliance requirements and the high value of sensitive data they handle. The IT & Telecom industry also demonstrates substantial demand given its critical role in digital infrastructure.
While Saudi Arabia and the UAE are currently leading the market, other countries in the region, including Qatar, Kuwait, Bahrain, and the Rest of the Middle East, are also experiencing substantial growth, albeit at a slower pace compared to the leading nations.
Middle East Cybersecurity Market Product Analysis
The Middle East cybersecurity market features a wide range of products, including network security solutions (firewalls, intrusion detection/prevention systems), endpoint security solutions (antivirus, endpoint detection and response), cloud security solutions (cloud access security brokers, cloud security posture management), data security solutions (data loss prevention, encryption), and security information and event management (SIEM) solutions. Innovation is driven by advancements in AI, machine learning, and automation technologies, enhancing threat detection, response, and prevention capabilities. The market shows a strong trend towards integrated security platforms and solutions that address the growing complexities of modern cyber threats. The increasing adoption of cloud computing is driving demand for cloud-native security solutions that offer seamless integration with cloud infrastructure.
Key Drivers, Barriers & Challenges in Middle East Cybersecurity Market
Key Drivers:
- Accelerated Digital Transformation: The region's rapid digitalization continues to fuel the demand for robust and adaptable cybersecurity solutions.
- Escalating Cyber Threats: The increasing sophistication and frequency of cyberattacks are forcing organizations to strengthen their security postures and invest in advanced threat detection and response capabilities.
- Government Regulations and Compliance: Stringent government regulations and compliance mandates are driving the adoption of security solutions that meet specific standards and requirements.
Challenges & Restraints:
- Significant Skills Shortage: A persistent shortage of skilled cybersecurity professionals hinders the effective implementation and management of security measures, impacting the region's ability to respond effectively to threats.
- High Implementation Costs: The cost of deploying and maintaining advanced cybersecurity solutions can be a significant barrier for some organizations, especially SMEs, potentially limiting their adoption of essential security technologies.
- Varying Levels of Cybersecurity Awareness: A lack of widespread cybersecurity awareness among users and businesses creates vulnerabilities and hinders the overall effectiveness of security initiatives. Educational and awareness programs are crucial to address this challenge.
- Regulatory Complexities: Navigating complex and evolving regulatory landscapes can pose challenges for organizations, demanding significant resources and expertise to ensure compliance.
- Supply Chain Vulnerabilities: Weaknesses in the supply chain can create entry points for cyberattacks, emphasizing the need for robust security measures throughout the entire supply chain ecosystem.
Growth Drivers in the Middle East Cybersecurity Market Market
The Middle East cybersecurity market is propelled by a confluence of factors: the region's rapid digital transformation, the escalating number and sophistication of cyber threats, and proactive government initiatives promoting cybersecurity. Significant investments in digital infrastructure, the burgeoning e-commerce sector, and the expanding adoption of cloud computing and IoT devices are all contributing to the increased demand for enhanced security measures. Furthermore, government regulations and compliance requirements act as significant catalysts for market growth, incentivizing organizations to invest in robust cybersecurity solutions.
Challenges Impacting Middle East Cybersecurity Market Growth
Despite its strong growth trajectory, the Middle East cybersecurity market faces several challenges. These include a critical shortage of skilled professionals, the high cost of advanced security solutions, and varying levels of cybersecurity awareness across different sectors. Regulatory complexities and vulnerabilities within the supply chain can also hinder market expansion. Finally, the dynamic competitive landscape, while fostering innovation, can create pricing pressures impacting market profitability.
Key Players Shaping the Middle East Cybersecurity Market Market
- Broadcom Limited
- IBM Corporation
- Trend Micro Inc
- Fortinet Inc
- McAfee LL
- Cisco Systems Inc
- Microsoft Corporation
- Atos SE
- Dell Technologies Inc
- Intel Corporation
Significant Middle East Cybersecurity Market Industry Milestones
- October 2023: Du, from Emirates Integrated Telecommunications Company (EITC), signed an MoU with Microsoft to enhance digital transformation and cybersecurity solutions in the UAE.
- January 2024: Trend Micro launched its Email Security solution in the UAE, targeting the Middle East and Africa region. This solution leverages machine learning, sandbox analysis, and DLP to mitigate email-based threats.
Future Outlook for Middle East Cybersecurity Market Market
The Middle East cybersecurity market is poised for significant growth, driven by continuous digital transformation, increasing cyber threats, and supportive government policies. Strategic opportunities lie in providing advanced security solutions tailored to specific industry needs, strengthening cybersecurity awareness campaigns, and nurturing a skilled cybersecurity workforce. The market's potential is substantial, with continued investment in cloud security, IoT security, and advanced threat detection technologies expected to shape its future.
Middle East Cybersecurity Market Segmentation
-
1. Offering
-
1.1. Solution
- 1.1.1. Cloud Security
- 1.1.2. Data Security
- 1.1.3. Identity Access Management (IAM)
- 1.1.4. Network Security Equipment
- 1.1.5. Infrastructure Protection
- 1.1.6. Integrated Risk Management
- 1.1.7. Consumer Security Software
- 1.1.8. Application Security
- 1.1.9. Other Solutions
-
1.2. Services
- 1.2.1. Professional Services
- 1.2.2. Managed Services
-
1.1. Solution
-
2. Deployment Mode
- 2.1. Cloud
- 2.2. On-premises
-
3. Organization Size
- 3.1. SMEs
- 3.2. Large Enterprises
-
4. End-user Industry
- 4.1. IT & Telecom
- 4.2. BFSI
- 4.3. Retail & E-commerce
- 4.4. Government
- 4.5. Manufacturing
- 4.6. Healthcare
- 4.7. Other End-user Industries
Middle East Cybersecurity Market Segmentation By Geography
-
1. Middle East
- 1.1. Saudi Arabia
- 1.2. United Arab Emirates
- 1.3. Israel
- 1.4. Qatar
- 1.5. Kuwait
- 1.6. Oman
- 1.7. Bahrain
- 1.8. Jordan
- 1.9. Lebanon

Middle East Cybersecurity 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 8.10% 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. Digital Transformation Technologies and Rise of Security Intelligence; High Potential Damages From Attacks on Critical Infrastructure and Increasing Sophistication of Attacks; Demand For Managed Security Service Providers (MSSPs) and Cloud-first Strategy
- 3.3. Market Restrains
- 3.3.1. Lack of Cybersecurity Professionals; High Reliance on Traditional Authentication Methods and Low Preparedness
- 3.4. Market Trends
- 3.4.1. Cloud to Witness Significant Growth
- 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. Middle East Cybersecurity Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Offering
- 5.1.1. Solution
- 5.1.1.1. Cloud Security
- 5.1.1.2. Data Security
- 5.1.1.3. Identity Access Management (IAM)
- 5.1.1.4. Network Security Equipment
- 5.1.1.5. Infrastructure Protection
- 5.1.1.6. Integrated Risk Management
- 5.1.1.7. Consumer Security Software
- 5.1.1.8. Application Security
- 5.1.1.9. Other Solutions
- 5.1.2. Services
- 5.1.2.1. Professional Services
- 5.1.2.2. Managed Services
- 5.1.1. Solution
- 5.2. Market Analysis, Insights and Forecast - by Deployment Mode
- 5.2.1. Cloud
- 5.2.2. On-premises
- 5.3. Market Analysis, Insights and Forecast - by Organization Size
- 5.3.1. SMEs
- 5.3.2. Large Enterprises
- 5.4. Market Analysis, Insights and Forecast - by End-user Industry
- 5.4.1. IT & Telecom
- 5.4.2. BFSI
- 5.4.3. Retail & E-commerce
- 5.4.4. Government
- 5.4.5. Manufacturing
- 5.4.6. Healthcare
- 5.4.7. Other End-user Industries
- 5.5. Market Analysis, Insights and Forecast - by Region
- 5.5.1. Middle East
- 5.1. Market Analysis, Insights and Forecast - by Offering
- 6. United Arab Emirates Middle East Cybersecurity Market Analysis, Insights and Forecast, 2019-2031
- 7. Saudi Arabia Middle East Cybersecurity Market Analysis, Insights and Forecast, 2019-2031
- 8. Qatar Middle East Cybersecurity Market Analysis, Insights and Forecast, 2019-2031
- 9. Israel Middle East Cybersecurity Market Analysis, Insights and Forecast, 2019-2031
- 10. Egypt Middle East Cybersecurity Market Analysis, Insights and Forecast, 2019-2031
- 11. Oman Middle East Cybersecurity Market Analysis, Insights and Forecast, 2019-2031
- 12. Rest of Middle East Middle East Cybersecurity Market Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 Broadcom Limited
- 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 IBM Corporation
- 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 Trend Micro Inc
- 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 Fortinet Inc
- 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 McAfee LL
- 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 Cisco Systems Inc
- 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 Microsoft Corporation
- 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 Atos SE
- 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 Dell Technologies Inc
- 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 Intel Corporation
- 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 Broadcom Limited
List of Figures
- Figure 1: Middle East Cybersecurity Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: Middle East Cybersecurity Market Share (%) by Company 2024
List of Tables
- Table 1: Middle East Cybersecurity Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Middle East Cybersecurity Market Revenue Million Forecast, by Offering 2019 & 2032
- Table 3: Middle East Cybersecurity Market Revenue Million Forecast, by Deployment Mode 2019 & 2032
- Table 4: Middle East Cybersecurity Market Revenue Million Forecast, by Organization Size 2019 & 2032
- Table 5: Middle East Cybersecurity Market Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 6: Middle East Cybersecurity Market Revenue Million Forecast, by Region 2019 & 2032
- Table 7: Middle East Cybersecurity Market Revenue Million Forecast, by Country 2019 & 2032
- Table 8: United Arab Emirates Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Saudi Arabia Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Qatar Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: Israel Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Egypt Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Oman Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Rest of Middle East Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 15: Middle East Cybersecurity Market Revenue Million Forecast, by Offering 2019 & 2032
- Table 16: Middle East Cybersecurity Market Revenue Million Forecast, by Deployment Mode 2019 & 2032
- Table 17: Middle East Cybersecurity Market Revenue Million Forecast, by Organization Size 2019 & 2032
- Table 18: Middle East Cybersecurity Market Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 19: Middle East Cybersecurity Market Revenue Million Forecast, by Country 2019 & 2032
- Table 20: Saudi Arabia Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 21: United Arab Emirates Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Israel Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 23: Qatar Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 24: Kuwait Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 25: Oman Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 26: Bahrain Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 27: Jordan Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 28: Lebanon Middle East Cybersecurity Market Revenue (Million) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Middle East Cybersecurity Market?
The projected CAGR is approximately 8.10%.
2. Which companies are prominent players in the Middle East Cybersecurity Market?
Key companies in the market include Broadcom Limited, IBM Corporation, Trend Micro Inc, Fortinet Inc, McAfee LL, Cisco Systems Inc, Microsoft Corporation, Atos SE, Dell Technologies Inc, Intel Corporation.
3. What are the main segments of the Middle East Cybersecurity Market?
The market segments include Offering, Deployment Mode, Organization Size, End-user Industry.
4. Can you provide details about the market size?
The market size is estimated to be USD 10.81 Million as of 2022.
5. What are some drivers contributing to market growth?
Digital Transformation Technologies and Rise of Security Intelligence; High Potential Damages From Attacks on Critical Infrastructure and Increasing Sophistication of Attacks; Demand For Managed Security Service Providers (MSSPs) and Cloud-first Strategy.
6. What are the notable trends driving market growth?
Cloud to Witness Significant Growth.
7. Are there any restraints impacting market growth?
Lack of Cybersecurity Professionals; High Reliance on Traditional Authentication Methods and Low Preparedness.
8. Can you provide examples of recent developments in the market?
January 2024 - Trend Micro launched its Email Security, an innovative cybersecurity solution that leverages cross-generational threat techniques, including machine learning, sandbox analysis, data loss prevention (DLP), and various other methods to stop all email-based threats. This solution is expected to be hosted in the UAE for the entire Middle East and Africa region.
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 4950, and USD 6800 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.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Middle East Cybersecurity 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 Middle East Cybersecurity 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 Middle East Cybersecurity Market?
To stay informed about further developments, trends, and reports in the Middle East Cybersecurity 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