Key Insights
The Computer Vision market, valued at $17.25 billion in 2025, is projected to experience robust growth, driven by increasing adoption across diverse sectors. A Compound Annual Growth Rate (CAGR) of 17.72% from 2025 to 2033 indicates significant expansion, fueled by advancements in artificial intelligence (AI), deep learning, and the availability of high-quality image sensors and processing power. Key drivers include the rising demand for automation in manufacturing, the growth of the automotive industry's advanced driver-assistance systems (ADAS), and the expanding applications in healthcare, particularly in medical image analysis and diagnostics. The market segmentation reveals hardware and software as major components, with life sciences, manufacturing, defense & security, and automotive leading the end-user industries. While specific regional market share data is unavailable, it's reasonable to assume a higher concentration in North America and Europe initially, followed by rapid growth in the Asia Pacific region due to increasing technological advancements and investments in this area. The competitive landscape is robust, with major players like Keyence, Synopsys, National Instruments, Microsoft, and others contributing to innovation and market development. The continued development of more sophisticated algorithms, improved sensor technology, and the increasing availability of large, high-quality datasets will further accelerate market growth.
The market's restraints primarily involve concerns regarding data privacy and security, as well as the need for substantial computational resources for advanced computer vision applications. However, these challenges are likely to be mitigated through advancements in data encryption and more efficient processing techniques. The future of computer vision is bright, with potential applications expanding into various sectors such as retail (e.g., customer behavior analysis), agriculture (e.g., precision farming), and smart cities (e.g., traffic management). The ongoing integration of computer vision into other emerging technologies like the Internet of Things (IoT) and edge computing will further fuel its expansion in the coming years, driving significant economic growth and innovation across industries.

Computer Vision Market Report: 2019-2033 Forecast
This comprehensive report provides a detailed analysis of the Computer Vision Market, offering valuable insights for industry professionals, investors, and strategic decision-makers. With a study period spanning 2019-2033, a base year of 2025, and a forecast period of 2025-2033, this report delivers a robust understanding of current market dynamics and future growth trajectories. The market is projected to reach xx Million by 2033, exhibiting a notable CAGR.
Computer Vision Market Market Structure & Innovation Trends
The Computer Vision Market demonstrates a moderately concentrated structure, with key players like Keyence Corporation, Synopsys Inc., National Instruments Corporation, Microsoft Corporation, Omron Corporation, SAS Institute, Texas Instruments Incorporated, Cadence Design Systems Inc., Intel Corporation, and Sony Corporation holding significant market share. However, the market also features a number of smaller, specialized firms driving innovation. Market share distribution among the top players is estimated to be around xx% in 2025. M&A activity has been robust, with deal values exceeding xx Million in recent years, primarily driven by the desire to acquire specialized technologies and expand market reach. Regulatory frameworks, particularly concerning data privacy and AI ethics, are evolving, presenting both challenges and opportunities. The market witnesses constant innovation fueled by advancements in deep learning, AI, and sensor technologies. Product substitutes are limited, with the core value proposition of computer vision remaining largely unique. End-user demographics are broadening beyond traditional industries, with increasing adoption across sectors like healthcare and smart cities.
- Market Concentration: Moderately Concentrated
- Innovation Drivers: Deep learning, AI advancements, sensor technology improvements
- Regulatory Framework: Evolving data privacy and AI ethics regulations
- M&A Activity: Significant, with deal values exceeding xx Million.

Computer Vision Market Market Dynamics & Trends
The Computer Vision Market is experiencing robust growth, driven by factors such as the increasing adoption of automation across industries, the proliferation of IoT devices generating vast amounts of visual data, and the continuous advancement of AI and machine learning algorithms. Technological disruptions, particularly in areas like edge computing and specialized hardware accelerators, are reshaping the market landscape. Consumer preferences are shifting towards more efficient, accurate, and cost-effective computer vision solutions, fueling demand for innovative products and services. Competitive dynamics are intense, with both established players and new entrants vying for market share through strategic partnerships, product innovations, and aggressive pricing strategies. The market is expected to reach xx Million by 2033, with a CAGR of xx%. Market penetration is increasing across various end-user industries, with manufacturing and automotive sectors leading the way.

Dominant Regions & Segments in Computer Vision Market
The North American region currently holds a dominant position in the Computer Vision Market, driven by strong technological innovation, significant investments in R&D, and a robust ecosystem of technology companies and research institutions. However, the Asia-Pacific region is exhibiting the fastest growth rate, fueled by increasing industrialization, growing adoption of automation, and substantial government support for technological advancement.
- By Component: The hardware segment currently dominates, but the software segment is expected to witness faster growth due to the increasing availability of powerful and cost-effective software solutions.
- By End-user Industry: The manufacturing and automotive sectors are major contributors, driven by their significant investments in automation and the need for efficient quality control and process optimization. The life sciences sector is also a rapidly growing segment, with applications in medical imaging, drug discovery, and personalized medicine.
Key Drivers:
- North America: Strong R&D, established tech ecosystem.
- Asia-Pacific: Rapid industrialization, government support.
- Manufacturing: Automation needs, quality control.
- Automotive: Advanced driver-assistance systems (ADAS).
Computer Vision Market Product Innovations
Recent product developments focus on improving accuracy, speed, and efficiency of computer vision systems. The integration of edge computing capabilities is gaining traction, allowing for faster processing and reduced reliance on cloud infrastructure. Advances in deep learning and AI are driving the development of more sophisticated algorithms capable of handling complex visual tasks. Key competitive advantages include superior accuracy, real-time processing capabilities, and cost-effectiveness. These innovations are well-suited to meet the growing demand for robust and reliable computer vision solutions across a wide range of industries.
Report Scope & Segmentation Analysis
This report segments the Computer Vision Market by components (hardware and software) and by end-user industry (life science, manufacturing, defense & security, automotive, and other end-user industries). Each segment's growth projection, market size, and competitive dynamics are analyzed in detail, offering granular insights into the market structure and potential opportunities. For instance, the software segment shows promising growth potential due to increasing accessibility and affordability of advanced algorithms, while the manufacturing segment benefits from the rising need for automated quality control.
Key Drivers of Computer Vision Market Growth
The Computer Vision Market is experiencing strong growth driven by several factors: Firstly, advancements in AI and machine learning algorithms are enabling more accurate and efficient image processing. Secondly, the rising adoption of automation across various industries necessitates robust computer vision solutions for tasks such as quality control and process optimization. Thirdly, the increasing availability of affordable sensors and computing power is making computer vision technology more accessible to a wider range of businesses. Lastly, supportive government policies and initiatives focused on technological advancement are further stimulating market growth.
Challenges in the Computer Vision Market Sector
The Computer Vision Market faces challenges such as the high cost of development and implementation of complex computer vision systems. Data privacy and security concerns are also significant hurdles, particularly in industries dealing with sensitive information. The complexity of integrating computer vision systems into existing infrastructure can also hinder widespread adoption. Competitive pressures from both established players and new entrants further add to the challenges faced by companies in this market.
Emerging Opportunities in Computer Vision Market
Emerging opportunities abound in areas such as autonomous vehicles, medical imaging, robotics, and smart cities. The growing demand for enhanced security solutions, coupled with advancements in deep learning and AI, is creating new opportunities for specialized computer vision applications. The expansion of computer vision applications into new sectors, such as agriculture and retail, offers substantial potential for market growth.
Leading Players in the Computer Vision Market Market
- Keyence Corporation
- Synopsys Inc
- National Instruments Corporation
- Microsoft Corporation
- Omron Corporation
- SAS Institute
- Texas Instruments Incorporated
- Cadence Design Systems Inc
- Intel Corporation
- Sony Corporation
Key Developments in Computer Vision Market Industry
- January 2022: Amazon Web Services, Inc. released AWS Panorama in Asia Pacific, a software development kit utilizing computer vision for operational optimization.
- March 2022: Intel Corporation announced solutions transforming healthcare patient rooms and critical care environments, improving patient outcomes and operational efficiency.
- June 2022: Visionary.ai and Innoviz Technologies Ltd. partnered to enhance 3D computer vision performance for applications like drones and smart cities.
Future Outlook for Computer Vision Market Market
The future of the Computer Vision Market appears bright, fueled by ongoing technological advancements, increasing adoption across various sectors, and supportive regulatory environments. The market is poised for continued expansion, driven by innovative applications in areas such as autonomous driving, medical diagnostics, and industrial automation. Strategic partnerships and collaborations are expected to play a crucial role in shaping the future landscape of the Computer Vision Market.
Computer Vision Market Segmentation
-
1. Components
- 1.1. Hardware
- 1.2. Software
-
2. End-user Industry
- 2.1. Life science
- 2.2. Manufacturing
- 2.3. Defense & Security
- 2.4. Automotive
- 2.5. Other End User Industries
Computer Vision Market Segmentation By Geography
- 1. North America
- 2. Europe
- 3. Asia Pacific
- 4. Rest of World

Computer Vision 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 17.72% 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. Increasing Need for Quality Inspection and Automation; Growing Demand for Vision-Guided Robotic Systems
- 3.3. Market Restrains
- 3.3.1. Complexity in Integrating Computer Vision Systems
- 3.4. Market Trends
- 3.4.1. Manufacturing Sector is Expected to Register a 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. Global Computer Vision Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Components
- 5.1.1. Hardware
- 5.1.2. Software
- 5.2. Market Analysis, Insights and Forecast - by End-user Industry
- 5.2.1. Life science
- 5.2.2. Manufacturing
- 5.2.3. Defense & Security
- 5.2.4. Automotive
- 5.2.5. Other End User Industries
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. North America
- 5.3.2. Europe
- 5.3.3. Asia Pacific
- 5.3.4. Rest of World
- 5.1. Market Analysis, Insights and Forecast - by Components
- 6. North America Computer Vision Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Components
- 6.1.1. Hardware
- 6.1.2. Software
- 6.2. Market Analysis, Insights and Forecast - by End-user Industry
- 6.2.1. Life science
- 6.2.2. Manufacturing
- 6.2.3. Defense & Security
- 6.2.4. Automotive
- 6.2.5. Other End User Industries
- 6.1. Market Analysis, Insights and Forecast - by Components
- 7. Europe Computer Vision Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Components
- 7.1.1. Hardware
- 7.1.2. Software
- 7.2. Market Analysis, Insights and Forecast - by End-user Industry
- 7.2.1. Life science
- 7.2.2. Manufacturing
- 7.2.3. Defense & Security
- 7.2.4. Automotive
- 7.2.5. Other End User Industries
- 7.1. Market Analysis, Insights and Forecast - by Components
- 8. Asia Pacific Computer Vision Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Components
- 8.1.1. Hardware
- 8.1.2. Software
- 8.2. Market Analysis, Insights and Forecast - by End-user Industry
- 8.2.1. Life science
- 8.2.2. Manufacturing
- 8.2.3. Defense & Security
- 8.2.4. Automotive
- 8.2.5. Other End User Industries
- 8.1. Market Analysis, Insights and Forecast - by Components
- 9. Rest of World Computer Vision Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Components
- 9.1.1. Hardware
- 9.1.2. Software
- 9.2. Market Analysis, Insights and Forecast - by End-user Industry
- 9.2.1. Life science
- 9.2.2. Manufacturing
- 9.2.3. Defense & Security
- 9.2.4. Automotive
- 9.2.5. Other End User Industries
- 9.1. Market Analysis, Insights and Forecast - by Components
- 10. North America Computer Vision Market Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 10.1.1.
- 11. Europe Computer Vision Market Analysis, Insights and Forecast, 2019-2031
- 11.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 11.1.1.
- 12. Asia Pacific Computer Vision Market Analysis, Insights and Forecast, 2019-2031
- 12.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 12.1.1.
- 13. Rest of World Computer Vision Market Analysis, Insights and Forecast, 2019-2031
- 13.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 13.1.1.
- 14. Competitive Analysis
- 14.1. Global Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 Keyence Corporation
- 14.2.1.1. Overview
- 14.2.1.2. Products
- 14.2.1.3. SWOT Analysis
- 14.2.1.4. Recent Developments
- 14.2.1.5. Financials (Based on Availability)
- 14.2.2 Synopsys Inc *List Not Exhaustive
- 14.2.2.1. Overview
- 14.2.2.2. Products
- 14.2.2.3. SWOT Analysis
- 14.2.2.4. Recent Developments
- 14.2.2.5. Financials (Based on Availability)
- 14.2.3 National Instruments Corporation
- 14.2.3.1. Overview
- 14.2.3.2. Products
- 14.2.3.3. SWOT Analysis
- 14.2.3.4. Recent Developments
- 14.2.3.5. Financials (Based on Availability)
- 14.2.4 Microsoft Corporation
- 14.2.4.1. Overview
- 14.2.4.2. Products
- 14.2.4.3. SWOT Analysis
- 14.2.4.4. Recent Developments
- 14.2.4.5. Financials (Based on Availability)
- 14.2.5 Omron Corporation
- 14.2.5.1. Overview
- 14.2.5.2. Products
- 14.2.5.3. SWOT Analysis
- 14.2.5.4. Recent Developments
- 14.2.5.5. Financials (Based on Availability)
- 14.2.6 SAS Institute
- 14.2.6.1. Overview
- 14.2.6.2. Products
- 14.2.6.3. SWOT Analysis
- 14.2.6.4. Recent Developments
- 14.2.6.5. Financials (Based on Availability)
- 14.2.7 Texas Instruments Incorporated
- 14.2.7.1. Overview
- 14.2.7.2. Products
- 14.2.7.3. SWOT Analysis
- 14.2.7.4. Recent Developments
- 14.2.7.5. Financials (Based on Availability)
- 14.2.8 Cadence Design Systems Inc
- 14.2.8.1. Overview
- 14.2.8.2. Products
- 14.2.8.3. SWOT Analysis
- 14.2.8.4. Recent Developments
- 14.2.8.5. Financials (Based on Availability)
- 14.2.9 Intel Corporation
- 14.2.9.1. Overview
- 14.2.9.2. Products
- 14.2.9.3. SWOT Analysis
- 14.2.9.4. Recent Developments
- 14.2.9.5. Financials (Based on Availability)
- 14.2.10 Sony Corporation
- 14.2.10.1. Overview
- 14.2.10.2. Products
- 14.2.10.3. SWOT Analysis
- 14.2.10.4. Recent Developments
- 14.2.10.5. Financials (Based on Availability)
- 14.2.1 Keyence Corporation
List of Figures
- Figure 1: Global Computer Vision Market Revenue Breakdown (Million, %) by Region 2024 & 2032
- Figure 2: North America Computer Vision Market Revenue (Million), by Country 2024 & 2032
- Figure 3: North America Computer Vision Market Revenue Share (%), by Country 2024 & 2032
- Figure 4: Europe Computer Vision Market Revenue (Million), by Country 2024 & 2032
- Figure 5: Europe Computer Vision Market Revenue Share (%), by Country 2024 & 2032
- Figure 6: Asia Pacific Computer Vision Market Revenue (Million), by Country 2024 & 2032
- Figure 7: Asia Pacific Computer Vision Market Revenue Share (%), by Country 2024 & 2032
- Figure 8: Rest of World Computer Vision Market Revenue (Million), by Country 2024 & 2032
- Figure 9: Rest of World Computer Vision Market Revenue Share (%), by Country 2024 & 2032
- Figure 10: North America Computer Vision Market Revenue (Million), by Components 2024 & 2032
- Figure 11: North America Computer Vision Market Revenue Share (%), by Components 2024 & 2032
- Figure 12: North America Computer Vision Market Revenue (Million), by End-user Industry 2024 & 2032
- Figure 13: North America Computer Vision Market Revenue Share (%), by End-user Industry 2024 & 2032
- Figure 14: North America Computer Vision Market Revenue (Million), by Country 2024 & 2032
- Figure 15: North America Computer Vision Market Revenue Share (%), by Country 2024 & 2032
- Figure 16: Europe Computer Vision Market Revenue (Million), by Components 2024 & 2032
- Figure 17: Europe Computer Vision Market Revenue Share (%), by Components 2024 & 2032
- Figure 18: Europe Computer Vision Market Revenue (Million), by End-user Industry 2024 & 2032
- Figure 19: Europe Computer Vision Market Revenue Share (%), by End-user Industry 2024 & 2032
- Figure 20: Europe Computer Vision Market Revenue (Million), by Country 2024 & 2032
- Figure 21: Europe Computer Vision Market Revenue Share (%), by Country 2024 & 2032
- Figure 22: Asia Pacific Computer Vision Market Revenue (Million), by Components 2024 & 2032
- Figure 23: Asia Pacific Computer Vision Market Revenue Share (%), by Components 2024 & 2032
- Figure 24: Asia Pacific Computer Vision Market Revenue (Million), by End-user Industry 2024 & 2032
- Figure 25: Asia Pacific Computer Vision Market Revenue Share (%), by End-user Industry 2024 & 2032
- Figure 26: Asia Pacific Computer Vision Market Revenue (Million), by Country 2024 & 2032
- Figure 27: Asia Pacific Computer Vision Market Revenue Share (%), by Country 2024 & 2032
- Figure 28: Rest of World Computer Vision Market Revenue (Million), by Components 2024 & 2032
- Figure 29: Rest of World Computer Vision Market Revenue Share (%), by Components 2024 & 2032
- Figure 30: Rest of World Computer Vision Market Revenue (Million), by End-user Industry 2024 & 2032
- Figure 31: Rest of World Computer Vision Market Revenue Share (%), by End-user Industry 2024 & 2032
- Figure 32: Rest of World Computer Vision Market Revenue (Million), by Country 2024 & 2032
- Figure 33: Rest of World Computer Vision Market Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global Computer Vision Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Global Computer Vision Market Revenue Million Forecast, by Components 2019 & 2032
- Table 3: Global Computer Vision Market Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 4: Global Computer Vision Market Revenue Million Forecast, by Region 2019 & 2032
- Table 5: Global Computer Vision Market Revenue Million Forecast, by Country 2019 & 2032
- Table 6: Computer Vision Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 7: Global Computer Vision Market Revenue Million Forecast, by Country 2019 & 2032
- Table 8: Computer Vision Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Global Computer Vision Market Revenue Million Forecast, by Country 2019 & 2032
- Table 10: Computer Vision Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: Global Computer Vision Market Revenue Million Forecast, by Country 2019 & 2032
- Table 12: Computer Vision Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Global Computer Vision Market Revenue Million Forecast, by Components 2019 & 2032
- Table 14: Global Computer Vision Market Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 15: Global Computer Vision Market Revenue Million Forecast, by Country 2019 & 2032
- Table 16: Global Computer Vision Market Revenue Million Forecast, by Components 2019 & 2032
- Table 17: Global Computer Vision Market Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 18: Global Computer Vision Market Revenue Million Forecast, by Country 2019 & 2032
- Table 19: Global Computer Vision Market Revenue Million Forecast, by Components 2019 & 2032
- Table 20: Global Computer Vision Market Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 21: Global Computer Vision Market Revenue Million Forecast, by Country 2019 & 2032
- Table 22: Global Computer Vision Market Revenue Million Forecast, by Components 2019 & 2032
- Table 23: Global Computer Vision Market Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 24: Global Computer Vision Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Computer Vision Market?
The projected CAGR is approximately 17.72%.
2. Which companies are prominent players in the Computer Vision Market?
Key companies in the market include Keyence Corporation, Synopsys Inc *List Not Exhaustive, National Instruments Corporation, Microsoft Corporation, Omron Corporation, SAS Institute, Texas Instruments Incorporated, Cadence Design Systems Inc, Intel Corporation, Sony Corporation.
3. What are the main segments of the Computer Vision Market?
The market segments include Components, End-user Industry.
4. Can you provide details about the market size?
The market size is estimated to be USD 17.25 Million as of 2022.
5. What are some drivers contributing to market growth?
Increasing Need for Quality Inspection and Automation; Growing Demand for Vision-Guided Robotic Systems.
6. What are the notable trends driving market growth?
Manufacturing Sector is Expected to Register a Significant Growth.
7. Are there any restraints impacting market growth?
Complexity in Integrating Computer Vision Systems.
8. Can you provide examples of recent developments in the market?
June 2022 - Image signal processor (ISP) software vendor Visionary.ai joined forces with LiDAR sensor producer Innoviz Technologies Ltd. To enhance the performance of 3D computer vision for various applications, including drones, robots, and smart cities, the alliance seeks to offer a combined service of ISP software and LiDAR sensors.
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.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Computer Vision 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 Computer Vision 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 Computer Vision Market?
To stay informed about further developments, trends, and reports in the Computer Vision 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