Key Insights
The Asia-Pacific BFSI (Banking, Financial Services, and Insurance) biometrics market is experiencing robust growth, projected to reach \$2.10 billion in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 17.50% from 2025 to 2033. This expansion is driven by several key factors. Increasing concerns over security breaches and fraud within the BFSI sector are fueling the adoption of advanced authentication methods like biometrics. The region's burgeoning digitalization and the rising penetration of smartphones and other connected devices create a favorable environment for biometric technologies. Furthermore, government initiatives promoting digital inclusion and financial literacy are indirectly boosting the demand for secure and convenient biometric authentication systems. Regulatory mandates focusing on data privacy and customer protection are also driving adoption, as biometric solutions offer a more secure and compliant alternative to traditional password-based systems. The market is segmented by biometric modality (fingerprint, facial, voice, etc.), application (access control, fraud prevention, KYC/AML compliance), and deployment type (on-premise, cloud-based). Competition is fierce, with established players like Fujitsu, HID Global, and Thales Group alongside innovative companies like M2SYS and Innovatrics vying for market share.
The continued growth trajectory is expected to be fueled by the increasing adoption of biometric technologies in mobile banking, online transactions, and ATM authentication. The integration of artificial intelligence and machine learning within biometric systems is improving accuracy and efficiency, further bolstering market growth. However, challenges remain, including concerns around data privacy, security vulnerabilities, and the potential for bias in biometric algorithms. Addressing these challenges through robust security protocols and ethical considerations will be crucial for sustained market expansion. The Asia-Pacific region's diverse demographics and varying levels of technological adoption present unique opportunities and challenges for biometric vendors, requiring targeted strategies for each market segment. The focus on enhancing user experience and addressing affordability concerns will be vital in expanding the reach of biometric authentication solutions across the BFSI sector in the Asia-Pacific region.

Asia-Pacific BFSI Biometrics Market: A Comprehensive Report (2019-2033)
This comprehensive report provides an in-depth analysis of the Asia-Pacific BFSI biometrics market, encompassing market dynamics, growth trends, regional dominance, product landscape, key players, and future outlook. The study period covers 2019-2033, with 2025 as the base and estimated year, and a forecast period of 2025-2033. The report is invaluable for BFSI professionals, investors, and technology providers seeking to understand and capitalize on this rapidly evolving market. Market size is presented in Million units.
Asia-Pacific BFSI Biometrics Market Market Dynamics & Structure
The Asia-Pacific BFSI biometrics market is characterized by increasing market concentration among key players, driven by technological innovation and supportive regulatory frameworks. The market is witnessing a surge in adoption of biometric authentication solutions due to rising security concerns and the need for seamless user experiences. However, challenges such as data privacy concerns and the cost of implementation remain significant hurdles. Mergers and acquisitions (M&A) activity is expected to increase as larger players seek to consolidate their market share.
- Market Concentration: The market exhibits moderate concentration, with a few dominant players holding significant market share (estimated at xx%). Smaller, specialized firms focus on niche applications.
- Technological Innovation: Advancements in fingerprint, facial, and behavioral biometrics are driving market growth. The integration of AI and machine learning enhances accuracy and security.
- Regulatory Landscape: Government regulations concerning data privacy and security are shaping market adoption. Compliance requirements influence technology choices and implementation strategies.
- Competitive Substitutes: Traditional authentication methods (passwords, tokens) still compete, but biometric solutions offer superior security and convenience.
- End-User Demographics: The market is driven by banks, financial institutions, and government agencies seeking to enhance security and improve customer experience. Growth is fueled by increasing smartphone penetration and digital banking adoption.
- M&A Activity: The number of M&A deals in the Asia-Pacific BFSI biometrics market increased by xx% from 2022 to 2023, indicating consolidation and expansion efforts by major players.
Asia-Pacific BFSI Biometrics Market Growth Trends & Insights
The Asia-Pacific BFSI biometrics market is experiencing robust growth, driven by factors such as increasing digitalization, rising security threats, and government initiatives promoting digital identity. Market size expanded from xx Million units in 2019 to xx Million units in 2024, exhibiting a CAGR of xx%. This trend is projected to continue, with the market size reaching xx Million units by 2033, fueled by a strong adoption rate of biometric solutions across various BFSI applications. Technological disruptions such as the emergence of advanced biometric technologies (e.g., behavioral biometrics) and cloud-based solutions are accelerating market expansion. Consumer behavior shifts towards contactless transactions and increased reliance on digital channels are further driving demand.

Dominant Regions, Countries, or Segments in Asia-Pacific BFSI Biometrics Market
China and India are currently the dominant markets in the Asia-Pacific region, driven by their large populations, expanding digital economies, and government support for digital identity initiatives. However, other countries like Singapore, South Korea, and Australia are also exhibiting significant growth due to their advanced technological infrastructure and proactive regulatory environments. The banking and financial services sectors are the key end-users, followed by government agencies focused on improving citizen services and national security.
- Key Drivers in China: Government initiatives like the China ID program, high smartphone penetration, and a robust digital payments ecosystem.
- Key Drivers in India: The success of Aadhaar, growing digital financial inclusion, and increasing adoption of biometric authentication in government services.
- Market Share: China holds an estimated xx% market share, followed by India with xx%.
- Growth Potential: Other countries in Southeast Asia present significant untapped potential, with growth fueled by increasing smartphone adoption and expanding digital banking services.
Asia-Pacific BFSI Biometrics Market Product Landscape
The market offers a diverse range of biometric technologies, including fingerprint, facial, voice, and behavioral biometrics. These technologies are integrated into various applications, including ATM authentication, online banking access, fraud detection, and KYC/AML compliance. Recent innovations focus on enhancing accuracy, security, and user experience through features such as liveness detection, multi-modal authentication, and improved mobile integration. Unique selling propositions include enhanced security, user convenience, and reduced fraud.
Key Drivers, Barriers & Challenges in Asia-Pacific BFSI Biometrics Market
Key Drivers:
- Rising security concerns: The increasing prevalence of cyber threats and financial fraud is driving the adoption of secure authentication methods.
- Government initiatives: Government regulations and initiatives promoting digital identity and financial inclusion are boosting market growth.
- Technological advancements: Continuous innovation in biometric technologies enhances accuracy, security, and user experience.
Challenges:
- Data privacy concerns: Concerns about data security and the potential misuse of biometric data create barriers to adoption.
- Cost of implementation: The high initial investment required for implementing biometric systems can deter smaller institutions.
- Interoperability issues: Lack of standardization and interoperability across different biometric systems poses challenges for seamless integration. This results in an estimated xx% reduction in adoption rates among smaller BFSI institutions.
Emerging Opportunities in Asia-Pacific BFSI Biometrics Market
- Untapped markets: Significant growth potential exists in Southeast Asian countries with expanding digital economies and increasing smartphone penetration.
- Innovative applications: Emerging applications such as behavioral biometrics, mobile biometrics, and AI-powered fraud detection offer substantial opportunities.
- Evolving consumer preferences: Consumers increasingly prefer convenient and secure authentication methods, driving demand for biometric solutions.
Growth Accelerators in the Asia-Pacific BFSI Biometrics Market Industry
Technological advancements in biometric technologies, particularly the integration of AI and machine learning, are key growth catalysts. Strategic partnerships between biometric technology providers and BFSI institutions accelerate market expansion. Government initiatives promoting digital identity and financial inclusion play a significant role in fostering market growth. Expansion into untapped markets in Southeast Asia presents significant opportunities.
Key Players Shaping the Asia-Pacific BFSI Biometrics Market Market
- Veridium
- Fujitsu
- HID Global Corporation
- Fulcrum Biometrics (A Fujitsu Company)
- Precise Biometrics AB
- Verint VoiceVault
- Thales Group
- NEC Corporation
- Innovatrics
- M2SYS Technologies
- Nuance Communications Inc
- Aware Inc
- *List Not Exhaustive
Notable Milestones in Asia-Pacific BFSI Biometrics Market Sector
- January 2024: Mastercard launched an authentication service using fingerprints and facial recognition, replacing passwords. This significantly impacts user experience and fraud prevention.
- January 2024: NEXT Biometrics secured China ID certification for its FAP20 fingerprint sensor, opening access to the Chinese government and banking sectors. This expands market reach and increases competition.
In-Depth Asia-Pacific BFSI Biometrics Market Market Outlook
The Asia-Pacific BFSI biometrics market is poised for significant growth over the forecast period, driven by increasing digitalization, robust government support, and continuous technological innovation. Strategic partnerships between technology providers and financial institutions will play a crucial role in accelerating market expansion. Opportunities abound in emerging markets and innovative applications, promising a robust and dynamic market landscape in the coming years. The market's future potential is significant, with considerable opportunities for both established players and new entrants.
Asia-Pacific BFSI Biometrics Market Segmentation
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1. Authentication Type
- 1.1. Single Authentication Factor
- 1.2. Multi-Factor Authentication
-
2. Contact Type
- 2.1. Contact-based
- 2.2. Non-contact Based
-
3. Product Type
- 3.1. Voice Recognition
- 3.2. Facial Recognition
- 3.3. Fingerprint Identification
- 3.4. Vein Recognition
- 3.5. Iris Recognition
-
4. Application
- 4.1. Door Security
- 4.2. ATM
- 4.3. Internet Banking
- 4.4. Mobile Banking
- 4.5. Payment Authentication
Asia-Pacific BFSI Biometrics Market Segmentation By Geography
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1. Asia Pacific
- 1.1. China
- 1.2. Japan
- 1.3. South Korea
- 1.4. India
- 1.5. Australia
- 1.6. New Zealand
- 1.7. Indonesia
- 1.8. Malaysia
- 1.9. Singapore
- 1.10. Thailand
- 1.11. Vietnam
- 1.12. Philippines

Asia-Pacific BFSI Biometrics 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 17.50% 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 Digitalization of Banking Services in the region; Biometrics Enable Banks to Improve Customer Engagement Levels; Several Government Regulations are Encouraging the Rapid Adoption of Biometric in the BFSI industry
- 3.3. Market Restrains
- 3.3.1. Increasing Digitalization of Banking Services in the region; Biometrics Enable Banks to Improve Customer Engagement Levels; Several Government Regulations are Encouraging the Rapid Adoption of Biometric in the BFSI industry
- 3.4. Market Trends
- 3.4.1. ATM Application is Expected to Witness 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. Asia-Pacific BFSI Biometrics Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Authentication Type
- 5.1.1. Single Authentication Factor
- 5.1.2. Multi-Factor Authentication
- 5.2. Market Analysis, Insights and Forecast - by Contact Type
- 5.2.1. Contact-based
- 5.2.2. Non-contact Based
- 5.3. Market Analysis, Insights and Forecast - by Product Type
- 5.3.1. Voice Recognition
- 5.3.2. Facial Recognition
- 5.3.3. Fingerprint Identification
- 5.3.4. Vein Recognition
- 5.3.5. Iris Recognition
- 5.4. Market Analysis, Insights and Forecast - by Application
- 5.4.1. Door Security
- 5.4.2. ATM
- 5.4.3. Internet Banking
- 5.4.4. Mobile Banking
- 5.4.5. Payment Authentication
- 5.5. Market Analysis, Insights and Forecast - by Region
- 5.5.1. Asia Pacific
- 5.1. Market Analysis, Insights and Forecast - by Authentication Type
- 6. Competitive Analysis
- 6.1. Market Share Analysis 2024
- 6.2. Company Profiles
- 6.2.1 Veridium
- 6.2.1.1. Overview
- 6.2.1.2. Products
- 6.2.1.3. SWOT Analysis
- 6.2.1.4. Recent Developments
- 6.2.1.5. Financials (Based on Availability)
- 6.2.2 Fujitsu
- 6.2.2.1. Overview
- 6.2.2.2. Products
- 6.2.2.3. SWOT Analysis
- 6.2.2.4. Recent Developments
- 6.2.2.5. Financials (Based on Availability)
- 6.2.3 HID Global Corporation
- 6.2.3.1. Overview
- 6.2.3.2. Products
- 6.2.3.3. SWOT Analysis
- 6.2.3.4. Recent Developments
- 6.2.3.5. Financials (Based on Availability)
- 6.2.4 Fulcrum Biometrics (A Fujitsu Company)
- 6.2.4.1. Overview
- 6.2.4.2. Products
- 6.2.4.3. SWOT Analysis
- 6.2.4.4. Recent Developments
- 6.2.4.5. Financials (Based on Availability)
- 6.2.5 Precise Biometrics AB
- 6.2.5.1. Overview
- 6.2.5.2. Products
- 6.2.5.3. SWOT Analysis
- 6.2.5.4. Recent Developments
- 6.2.5.5. Financials (Based on Availability)
- 6.2.6 Verint VoiceVault
- 6.2.6.1. Overview
- 6.2.6.2. Products
- 6.2.6.3. SWOT Analysis
- 6.2.6.4. Recent Developments
- 6.2.6.5. Financials (Based on Availability)
- 6.2.7 Thales Group
- 6.2.7.1. Overview
- 6.2.7.2. Products
- 6.2.7.3. SWOT Analysis
- 6.2.7.4. Recent Developments
- 6.2.7.5. Financials (Based on Availability)
- 6.2.8 NEC Corporation
- 6.2.8.1. Overview
- 6.2.8.2. Products
- 6.2.8.3. SWOT Analysis
- 6.2.8.4. Recent Developments
- 6.2.8.5. Financials (Based on Availability)
- 6.2.9 Innovatrics
- 6.2.9.1. Overview
- 6.2.9.2. Products
- 6.2.9.3. SWOT Analysis
- 6.2.9.4. Recent Developments
- 6.2.9.5. Financials (Based on Availability)
- 6.2.10 M2SYS Technologies
- 6.2.10.1. Overview
- 6.2.10.2. Products
- 6.2.10.3. SWOT Analysis
- 6.2.10.4. Recent Developments
- 6.2.10.5. Financials (Based on Availability)
- 6.2.11 Nuance Communications Inc
- 6.2.11.1. Overview
- 6.2.11.2. Products
- 6.2.11.3. SWOT Analysis
- 6.2.11.4. Recent Developments
- 6.2.11.5. Financials (Based on Availability)
- 6.2.12 Aware Inc *List Not Exhaustive
- 6.2.12.1. Overview
- 6.2.12.2. Products
- 6.2.12.3. SWOT Analysis
- 6.2.12.4. Recent Developments
- 6.2.12.5. Financials (Based on Availability)
- 6.2.1 Veridium
List of Figures
- Figure 1: Asia-Pacific BFSI Biometrics Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: Asia-Pacific BFSI Biometrics Market Share (%) by Company 2024
List of Tables
- Table 1: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Region 2019 & 2032
- Table 3: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Authentication Type 2019 & 2032
- Table 4: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Authentication Type 2019 & 2032
- Table 5: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Contact Type 2019 & 2032
- Table 6: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Contact Type 2019 & 2032
- Table 7: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 8: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Product Type 2019 & 2032
- Table 9: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 10: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Application 2019 & 2032
- Table 11: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Region 2019 & 2032
- Table 12: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Region 2019 & 2032
- Table 13: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Authentication Type 2019 & 2032
- Table 14: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Authentication Type 2019 & 2032
- Table 15: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Contact Type 2019 & 2032
- Table 16: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Contact Type 2019 & 2032
- Table 17: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 18: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Product Type 2019 & 2032
- Table 19: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Application 2019 & 2032
- Table 20: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Application 2019 & 2032
- Table 21: Asia-Pacific BFSI Biometrics Market Revenue Million Forecast, by Country 2019 & 2032
- Table 22: Asia-Pacific BFSI Biometrics Market Volume Billion Forecast, by Country 2019 & 2032
- Table 23: China Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 24: China Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 25: Japan Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 26: Japan Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 27: South Korea Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 28: South Korea Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 29: India Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 30: India Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 31: Australia Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 32: Australia Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 33: New Zealand Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 34: New Zealand Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 35: Indonesia Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 36: Indonesia Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 37: Malaysia Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 38: Malaysia Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 39: Singapore Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 40: Singapore Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 41: Thailand Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 42: Thailand Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 43: Vietnam Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 44: Vietnam Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
- Table 45: Philippines Asia-Pacific BFSI Biometrics Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 46: Philippines Asia-Pacific BFSI Biometrics Market Volume (Billion) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Asia-Pacific BFSI Biometrics Market?
The projected CAGR is approximately 17.50%.
2. Which companies are prominent players in the Asia-Pacific BFSI Biometrics Market?
Key companies in the market include Veridium, Fujitsu, HID Global Corporation, Fulcrum Biometrics (A Fujitsu Company), Precise Biometrics AB, Verint VoiceVault, Thales Group, NEC Corporation, Innovatrics, M2SYS Technologies, Nuance Communications Inc, Aware Inc *List Not Exhaustive.
3. What are the main segments of the Asia-Pacific BFSI Biometrics Market?
The market segments include Authentication Type, Contact Type, Product Type, Application.
4. Can you provide details about the market size?
The market size is estimated to be USD 2.10 Million as of 2022.
5. What are some drivers contributing to market growth?
Increasing Digitalization of Banking Services in the region; Biometrics Enable Banks to Improve Customer Engagement Levels; Several Government Regulations are Encouraging the Rapid Adoption of Biometric in the BFSI industry.
6. What are the notable trends driving market growth?
ATM Application is Expected to Witness a Significant Growth.
7. Are there any restraints impacting market growth?
Increasing Digitalization of Banking Services in the region; Biometrics Enable Banks to Improve Customer Engagement Levels; Several Government Regulations are Encouraging the Rapid Adoption of Biometric in the BFSI industry.
8. Can you provide examples of recent developments in the market?
January 2024: Mastercard announced the launch of an authentication service that enables consumers to use fingerprints and facial recognition instead of fraud-prone passwords when logging in or making changes to accounts.January 2024: NEXT Biometrics announced its expansion in Asia. The company announced that its FAP20 recently obtained the esteemed China ID certification with the help of a local Chinese partner. China ID is a crucial security standard in the country, much like India's Aadhaar program, allowing NEXT's clients to enter previously inaccessible market sectors. With this development, NEXT is expected to introduce its products to the competitive government and banking industries, showcasing the incorporation of the advanced FAP20 fingerprint sensor for enhanced security.
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 and volume, measured in Billion.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Asia-Pacific BFSI Biometrics 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 Asia-Pacific BFSI Biometrics 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 Asia-Pacific BFSI Biometrics Market?
To stay informed about further developments, trends, and reports in the Asia-Pacific BFSI Biometrics 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