Key Insights
The Vendor Management Software (VMS) market is experiencing robust growth, projected to reach a substantial size driven by increasing regulatory compliance needs, the rising complexity of supply chains, and the growing adoption of cloud-based solutions. The 14% Compound Annual Growth Rate (CAGR) from 2019 to 2024 suggests a strong market momentum, which is expected to continue through 2033. The market's segmentation reveals a significant preference for cloud-based deployments over on-premise solutions, reflecting the industry's shift towards flexible and scalable software. Amongst end-user industries, Retail, BFSI (Banking, Financial Services, and Insurance), and Manufacturing sectors are key drivers, indicating a broad application across diverse business verticals. The competitive landscape is dynamic, with established players like IBM and SAP alongside specialized VMS providers such as Ncontracts and Coupa Software. This competition fuels innovation and drives the development of more sophisticated functionalities, such as risk management capabilities and integrated procurement processes, further enhancing market growth.
The continued expansion of the VMS market is fueled by several key factors. Businesses are increasingly recognizing the value of efficient vendor management in mitigating risks, improving operational efficiency, and enhancing compliance. The integration of VMS with other enterprise resource planning (ERP) systems is further streamlining workflows and improving data visibility. Growth in regions like Asia Pacific, fueled by economic expansion and digital transformation initiatives in emerging markets, is expected to significantly contribute to overall market expansion. While challenges such as initial investment costs and the need for robust data security measures might act as restraints, the overall market trajectory remains strongly positive, underpinned by the significant benefits VMS offers across diverse industries and geographical locations. The market is predicted to continue its upward trajectory, driven by technological advancements, regulatory pressures, and the growing awareness of the strategic importance of effective vendor management.

Vendor Management Software Market Report: 2019-2033 Forecast
This comprehensive report provides an in-depth analysis of the Vendor Management Software (VMS) industry, projecting a market size exceeding $XX Billion by 2033. The study period covers 2019-2033, with 2025 as the base and estimated year. This report is essential for industry stakeholders, investors, and businesses seeking to understand the market dynamics and capitalize on emerging opportunities within the rapidly evolving VMS landscape.
Vendor Management Software Industry Market Concentration & Dynamics
The Vendor Management Software market exhibits a moderately concentrated landscape, with key players like IBM Corporation, Coupa Software Inc, and SAP SE holding significant market share. However, the presence of numerous niche players and emerging startups indicates a dynamic competitive environment. Innovation is driven by advancements in AI, automation, and cloud technologies, leading to more sophisticated VMS solutions. Regulatory frameworks like GDPR and CCPA significantly impact the market, driving demand for compliant solutions. Substitute products, such as manual vendor management processes, are gradually losing ground due to the increasing complexity and risks associated with managing a large vendor network. End-user trends favor cloud-based solutions for their scalability and cost-effectiveness. M&A activity within the sector remains moderate, with approximately xx deals recorded in the last five years, indicating both consolidation and strategic expansion by major players.
- Market Share: Top 5 players hold approximately xx% of the market share (2024).
- M&A Deal Count: xx deals recorded between 2019-2024.
- Innovation Ecosystem: Strong focus on AI, automation, and cloud integration.
- Regulatory Impact: GDPR, CCPA, and other compliance standards are key drivers.
Vendor Management Software Industry Insights & Trends
The global Vendor Management Software market is experiencing robust growth, with a Compound Annual Growth Rate (CAGR) of xx% projected between 2025 and 2033. This growth is primarily fueled by the increasing complexity of supply chains, growing regulatory scrutiny, and the need for enhanced risk management. Technological disruptions, particularly the rise of cloud computing and AI-powered solutions, are transforming the way organizations manage their vendor relationships. The shift towards digital transformation and the increasing adoption of cloud-based applications across various industries are also significant drivers. Evolving consumer behaviors, such as increased demand for transparency and accountability in vendor relationships, further bolster market growth. The market size was valued at approximately $XX Billion in 2024 and is anticipated to reach $XX Billion by 2033.

Key Markets & Segments Leading Vendor Management Software Industry
The cloud-based deployment model dominates the Vendor Management Software market, accounting for over xx% of total revenue in 2024. This is driven by the scalability, accessibility, and cost-effectiveness offered by cloud solutions. The BFSI (Banking, Financial Services, and Insurance) sector emerges as the leading end-user industry, due to stringent regulatory requirements and the critical need for robust risk management.
Drivers for Cloud-based VMS:
- Scalability and Flexibility: Easy adaptation to changing business needs.
- Cost-Effectiveness: Reduced infrastructure costs and operational expenses.
- Accessibility: Remote access and collaboration capabilities.
Drivers for BFSI Sector Dominance:
- Stringent Regulatory Compliance: Need to meet stringent industry standards.
- High Risk Tolerance: Stringent risk management due to the nature of business.
- Large Vendor Networks: Managing extensive third-party relationships.
Other significant segments include:
- On-premise Deployment: Remains relevant for organizations with stringent data security policies.
- Retail: Growing adoption due to increasing supply chain complexity.
- Manufacturing: Focus on supply chain visibility and risk mitigation.
- IT & Telecommunications: Demand driven by need for secure vendor management.
Vendor Management Software Industry Product Developments
Recent product innovations within the VMS market emphasize enhanced automation, improved data analytics capabilities, and seamless integration with other enterprise systems. Advanced features like AI-powered risk assessment and contract lifecycle management are becoming increasingly important, providing organizations with greater control and visibility over their vendor relationships. These advancements enhance efficiency, streamline processes, and reduce compliance risks, offering significant competitive advantages.
Challenges in the Vendor Management Software Industry Market
The Vendor Management Software market faces challenges such as the high initial investment costs for implementing VMS solutions, the need for skilled personnel to manage these systems effectively, and integration complexities with existing enterprise systems. Furthermore, competitive pressures from both established players and new entrants, alongside the ever-evolving regulatory landscape, create ongoing challenges for market participants. The market experiences a xx% average failure rate in VMS implementations due to poor planning and integration challenges.
Forces Driving Vendor Management Software Industry Growth
Several key factors drive the growth of the Vendor Management Software industry. The increasing complexity of global supply chains necessitates robust vendor management solutions for risk mitigation and compliance. Stringent regulatory requirements across various industries, such as GDPR and CCPA, mandate organizations to implement effective vendor management practices. The growing adoption of cloud-based technologies and the rise of AI-powered solutions further propel market growth by offering enhanced efficiency and cost-effectiveness. The rise in cyber security threats and concerns about data breaches is also driving adoption of VMS to safeguard data and reputation.
Long-Term Growth Catalysts in the Vendor Management Software Industry Market
Long-term growth in the VMS industry will be fueled by continued innovation in areas like AI and machine learning, allowing for more predictive risk assessments and automated workflows. Strategic partnerships between VMS providers and other technology companies will enhance integration and expand the reach of VMS solutions. Expansion into new and emerging markets, particularly in developing economies, will contribute significantly to market growth. Focusing on providing customized VMS solutions for specific industry needs will unlock further growth opportunities.
Emerging Opportunities in Vendor Management Software Industry
Emerging opportunities include the integration of blockchain technology for enhanced security and transparency in vendor transactions. The development of specialized VMS solutions for specific industries, such as healthcare or government, presents significant growth potential. Expansion into underserved markets and regions, particularly in developing countries, offers untapped opportunities. Finally, the increasing adoption of IoT (Internet of Things) and the corresponding need for secure vendor management in this space will create numerous new opportunities.
Leading Players in the Vendor Management Software Industry Sector
- Ncontracts LLC
- IBM Corporation
- HICX Solutions
- Intelex Technologies Inc
- Coupa Software Inc
- LogicManager Inc
- SalesWarp
- MetricStream Inc
- MasterControl Inc
- Quantivate LLC
- Gatekeeper
- SAP SE
Key Milestones in Vendor Management Software Industry Industry
- May 2022: CUNA Strategic Services (CSS) partnered with CUVM (LEVERAGE), expanding VMS access to credit unions. This significantly impacted the financial services sector's adoption of VMS solutions.
- March 2022: PayMyTuition launched automated vendor management software for educational institutions, enhancing security and streamlining payment processes. This broadened the market reach of VMS into the education sector.
Strategic Outlook for Vendor Management Software Industry Market
The Vendor Management Software market is poised for continued strong growth, driven by the increasing demand for efficient, secure, and compliant vendor management solutions. Opportunities for expansion into new markets and technological advancements will significantly contribute to this growth trajectory. Strategic partnerships and acquisitions will play a crucial role in shaping the competitive landscape. Organizations that effectively leverage AI, automation, and cloud technologies will gain a significant competitive advantage. The long-term outlook is positive for VMS providers who can adapt to evolving customer needs and regulatory requirements.
Vendor Management Software Industry Segmentation
-
1. Deployment
- 1.1. On-premise
- 1.2. Cloud
-
2. End-user Industry
- 2.1. Retail
- 2.2. BFSI
- 2.3. Manufacturing
- 2.4. IT & Telecommunications
- 2.5. Other End-user Industries
Vendor Management Software Industry Segmentation By Geography
- 1. North America
- 2. Europe
- 3. Asia
- 4. Australia and New Zealand
- 5. Latin America
- 6. Middle East and Africa

Vendor Management Software Industry 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 14.00% 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. Increasing Need to Minimize the Administrative Costs; Increased Adoption of Cloud Based Computing
- 3.3. Market Restrains
- 3.3.1. High Implementation and Maintenance Cost
- 3.4. Market Trends
- 3.4.1. Retail Sector is Expected to Hold the Largest 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. Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Deployment
- 5.1.1. On-premise
- 5.1.2. Cloud
- 5.2. Market Analysis, Insights and Forecast - by End-user Industry
- 5.2.1. Retail
- 5.2.2. BFSI
- 5.2.3. Manufacturing
- 5.2.4. IT & Telecommunications
- 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
- 5.3.4. Australia and New Zealand
- 5.3.5. Latin America
- 5.3.6. Middle East and Africa
- 5.1. Market Analysis, Insights and Forecast - by Deployment
- 6. North America Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Deployment
- 6.1.1. On-premise
- 6.1.2. Cloud
- 6.2. Market Analysis, Insights and Forecast - by End-user Industry
- 6.2.1. Retail
- 6.2.2. BFSI
- 6.2.3. Manufacturing
- 6.2.4. IT & Telecommunications
- 6.2.5. Other End-user Industries
- 6.1. Market Analysis, Insights and Forecast - by Deployment
- 7. Europe Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Deployment
- 7.1.1. On-premise
- 7.1.2. Cloud
- 7.2. Market Analysis, Insights and Forecast - by End-user Industry
- 7.2.1. Retail
- 7.2.2. BFSI
- 7.2.3. Manufacturing
- 7.2.4. IT & Telecommunications
- 7.2.5. Other End-user Industries
- 7.1. Market Analysis, Insights and Forecast - by Deployment
- 8. Asia Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Deployment
- 8.1.1. On-premise
- 8.1.2. Cloud
- 8.2. Market Analysis, Insights and Forecast - by End-user Industry
- 8.2.1. Retail
- 8.2.2. BFSI
- 8.2.3. Manufacturing
- 8.2.4. IT & Telecommunications
- 8.2.5. Other End-user Industries
- 8.1. Market Analysis, Insights and Forecast - by Deployment
- 9. Australia and New Zealand Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Deployment
- 9.1.1. On-premise
- 9.1.2. Cloud
- 9.2. Market Analysis, Insights and Forecast - by End-user Industry
- 9.2.1. Retail
- 9.2.2. BFSI
- 9.2.3. Manufacturing
- 9.2.4. IT & Telecommunications
- 9.2.5. Other End-user Industries
- 9.1. Market Analysis, Insights and Forecast - by Deployment
- 10. Latin America Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Deployment
- 10.1.1. On-premise
- 10.1.2. Cloud
- 10.2. Market Analysis, Insights and Forecast - by End-user Industry
- 10.2.1. Retail
- 10.2.2. BFSI
- 10.2.3. Manufacturing
- 10.2.4. IT & Telecommunications
- 10.2.5. Other End-user Industries
- 10.1. Market Analysis, Insights and Forecast - by Deployment
- 11. Middle East and Africa Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 11.1. Market Analysis, Insights and Forecast - by Deployment
- 11.1.1. On-premise
- 11.1.2. Cloud
- 11.2. Market Analysis, Insights and Forecast - by End-user Industry
- 11.2.1. Retail
- 11.2.2. BFSI
- 11.2.3. Manufacturing
- 11.2.4. IT & Telecommunications
- 11.2.5. Other End-user Industries
- 11.1. Market Analysis, Insights and Forecast - by Deployment
- 12. North America Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 12.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 12.1.1.
- 13. Europe Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 13.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 13.1.1.
- 14. Asia Pacific Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 14.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 14.1.1.
- 15. Latin America Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 15.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 15.1.1.
- 16. Middle East and Africa Vendor Management Software Industry Analysis, Insights and Forecast, 2019-2031
- 16.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 16.1.1.
- 17. Competitive Analysis
- 17.1. Market Share Analysis 2024
- 17.2. Company Profiles
- 17.2.1 Ncontracts LLC
- 17.2.1.1. Overview
- 17.2.1.2. Products
- 17.2.1.3. SWOT Analysis
- 17.2.1.4. Recent Developments
- 17.2.1.5. Financials (Based on Availability)
- 17.2.2 IBM Corporation
- 17.2.2.1. Overview
- 17.2.2.2. Products
- 17.2.2.3. SWOT Analysis
- 17.2.2.4. Recent Developments
- 17.2.2.5. Financials (Based on Availability)
- 17.2.3 HICX Solutions
- 17.2.3.1. Overview
- 17.2.3.2. Products
- 17.2.3.3. SWOT Analysis
- 17.2.3.4. Recent Developments
- 17.2.3.5. Financials (Based on Availability)
- 17.2.4 Intelex Technologies Inc
- 17.2.4.1. Overview
- 17.2.4.2. Products
- 17.2.4.3. SWOT Analysis
- 17.2.4.4. Recent Developments
- 17.2.4.5. Financials (Based on Availability)
- 17.2.5 Coupa Software Inc
- 17.2.5.1. Overview
- 17.2.5.2. Products
- 17.2.5.3. SWOT Analysis
- 17.2.5.4. Recent Developments
- 17.2.5.5. Financials (Based on Availability)
- 17.2.6 LogicManager Inc
- 17.2.6.1. Overview
- 17.2.6.2. Products
- 17.2.6.3. SWOT Analysis
- 17.2.6.4. Recent Developments
- 17.2.6.5. Financials (Based on Availability)
- 17.2.7 SalesWarp
- 17.2.7.1. Overview
- 17.2.7.2. Products
- 17.2.7.3. SWOT Analysis
- 17.2.7.4. Recent Developments
- 17.2.7.5. Financials (Based on Availability)
- 17.2.8 MetricStream Inc
- 17.2.8.1. Overview
- 17.2.8.2. Products
- 17.2.8.3. SWOT Analysis
- 17.2.8.4. Recent Developments
- 17.2.8.5. Financials (Based on Availability)
- 17.2.9 MasterControl Inc
- 17.2.9.1. Overview
- 17.2.9.2. Products
- 17.2.9.3. SWOT Analysis
- 17.2.9.4. Recent Developments
- 17.2.9.5. Financials (Based on Availability)
- 17.2.10 Quantivate LLC *List Not Exhaustive
- 17.2.10.1. Overview
- 17.2.10.2. Products
- 17.2.10.3. SWOT Analysis
- 17.2.10.4. Recent Developments
- 17.2.10.5. Financials (Based on Availability)
- 17.2.11 Gatekeeper
- 17.2.11.1. Overview
- 17.2.11.2. Products
- 17.2.11.3. SWOT Analysis
- 17.2.11.4. Recent Developments
- 17.2.11.5. Financials (Based on Availability)
- 17.2.12 SAP SE
- 17.2.12.1. Overview
- 17.2.12.2. Products
- 17.2.12.3. SWOT Analysis
- 17.2.12.4. Recent Developments
- 17.2.12.5. Financials (Based on Availability)
- 17.2.1 Ncontracts LLC
List of Figures
- Figure 1: Vendor Management Software Industry Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: Vendor Management Software Industry Share (%) by Company 2024
List of Tables
- Table 1: Vendor Management Software Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 3: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 4: Vendor Management Software Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 5: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 6: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 7: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 8: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 10: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 12: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 14: Vendor Management Software Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 15: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 16: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 17: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 18: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 19: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 20: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 21: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 22: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 23: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 24: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 25: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 26: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 27: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 28: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 29: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 30: Vendor Management Software Industry Revenue Million Forecast, by Deployment 2019 & 2032
- Table 31: Vendor Management Software Industry Revenue Million Forecast, by End-user Industry 2019 & 2032
- Table 32: Vendor Management Software Industry Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Vendor Management Software Industry?
The projected CAGR is approximately 14.00%.
2. Which companies are prominent players in the Vendor Management Software Industry?
Key companies in the market include Ncontracts LLC, IBM Corporation, HICX Solutions, Intelex Technologies Inc, Coupa Software Inc, LogicManager Inc, SalesWarp, MetricStream Inc, MasterControl Inc, Quantivate LLC *List Not Exhaustive, Gatekeeper, SAP SE.
3. What are the main segments of the Vendor Management Software Industry?
The market segments include Deployment, End-user Industry.
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?
Increasing Need to Minimize the Administrative Costs; Increased Adoption of Cloud Based Computing.
6. What are the notable trends driving market growth?
Retail Sector is Expected to Hold the Largest Share.
7. Are there any restraints impacting market growth?
High Implementation and Maintenance Cost.
8. Can you provide examples of recent developments in the market?
May 2022: CUNA Strategic Services (CSS) chose CUVM, the LEVERAGE vendor management system, as one of only two alliance suppliers of vendor management solutions. CSS builds strategic partnership agreements to provide credit unions with cutting-edge solutions that promote member development and operational excellence. Through this agreement, credit unions will access the whole range of vendor management and regulatory due diligence products and services that CUVM provides.
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 3800, USD 4500, and USD 5800 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 "Vendor Management Software Industry," 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 Vendor Management Software Industry 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 Vendor Management Software Industry?
To stay informed about further developments, trends, and reports in the Vendor Management Software Industry, 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