The component of a drug that produces the desired effects is known as the active pharmaceutical ingredient (API). Combination therapies, for example, in long term treatments have various active substances that cure different symptoms or act in different ways. API is the potent component in drug formulation and often used with additives or excipients to improve therapeutic efficacy of a medicine. Many pharmaceutial companies develop their API by own or by outsourcing operations. Some common examples of API are, diclofenac, propanolol, methotraxate etc.
MARKET SCOPE
The "Global Active Pharmaceutical Ingredient (API) Market Analysis to 2031" is a specialized and in-depth study of the healthcare industry with a special focus on the global market trend analysis. The report aims to provide an overview of the active pharmaceutical ingredient (API) market with detailed market segmentation by type of synthesis and therapeutic application. The report provides key statistics on the market status of the leading active pharmaceutical ingredient (API) market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
- Based on type of synthesis the market is bifurcated as, biotech and synthetic.
- Based on therapeutic application the market is segmented as, cardiology, oncology, CNS and neurology, orthopedic, endocrinology, pulmonology, gastroenterology, nephrology, ophthalmology and others.
MARKET DYNAMICS
Drivers:
- Significant growth in pharmaceutical & biotechnology companies.
- Growth in R&D activities across the companies to develop novel molecules and APIs.
- Increasing prevalnece of chronic diseases, idiosyncratic diseases and advancements in API production activities.
Restraints:
- Issues such as higher manufacturing costs and time consuming method of API development.
- Unfavorable DPCO guidelines are also expected to restrain market growth.
REGIONAL FRAMEWORK
The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), the Middle East and Africa (MEA), and South America. The Active pharmaceutical ingredient (API) market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the market from both demand and supply side and further evaluates market dynamics affecting the marketduring the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the Active pharmaceutical ingredient (API) market in these regions.
IMPACT OF COVID-19 ON ACTIVE PHARMACEUTICAL INGREDIENT (API) MARKET
COVID-19 first began in Wuhan (China) during December 2019 and since then it has spread at a fast pace across the globe. The US, India, Brazil, Russia, France, the UK, Turkey, Italy, and Spain are some of the worst affected countries in terms confirmed cases and reported deaths. The COVID-19 has been affecting economies and industries in various countries due to lockdowns, travel bans, and business shutdowns. Shutdown of various plants and factories has affected the global supply chains and negatively impacted the manufacturing, delivery schedules, and sales of products in global market. Few companies have already announced possible delays in product deliveries and slump in future sales of their products. But some of the API molecules such as, remdesivir, favipiravir, and other such API have shown promising outcomes against covid-19 infection which has impacted positively on API market growth however, COVID-19 has disrupted all the business and economic activities across the globe which is expected to have some impact on active pharmaceutical ingredient (API) market. According to the current market situation, the report further assesses the present and future effects of the COVID-19 pandemic on the overall market, giving more reliable and authentic projections In addition to this, the global travel bans imposed by countries in Europe, Asia-Pacific, and North America are affecting the business collaborations and partnerships opportunities.
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- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), the Middle East and Africa (MEA), and South America. The Active pharmaceutical ingredient (API) market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the market from both demand and supply side and further evaluates market dynamics affecting the marketduring the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South America after evaluating political, economic, social and technological factors affecting the Active pharmaceutical ingredient (API) market in these regions.
IMPACT OF COVID-19 ON ACTIVE PHARMACEUTICAL INGREDIENT (API) MARKET
COVID-19 first began in Wuhan (China) during December 2019 and since then it has spread at a fast pace across the globe. The US, India, Brazil, Russia, France, the UK, Turkey, Italy, and Spain are some of the worst affected countries in terms confirmed cases and reported deaths. The COVID-19 has been affecting economies and industries in various countries due to lockdowns, travel bans, and business shutdowns. Shutdown of various plants and factories has affected the global supply chains and negatively impacted the manufacturing, delivery schedules, and sales of products in global market. Few companies have already announced possible delays in product deliveries and slump in future sales of their products. But some of the API molecules such as, remdesivir, favipiravir, and other such API have shown promising outcomes against covid-19 infection which has impacted positively on API market growth however, COVID-19 has disrupted all the business and economic activities across the globe which is expected to have some impact on active pharmaceutical ingredient (API) market. According to the current market situation, the report further assesses the present and future effects of the COVID-19 pandemic on the overall market, giving more reliable and authentic projections In addition to this, the global travel bans imposed by countries in Europe, Asia-Pacific, and North America are affecting the business collaborations and partnerships opportunities.
MARKET PLAYERS
The report covers key developments in the Active pharmaceutical ingredient (API) market as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals and others such as patents and events. Inorganic growth strategies activities witnessed in the marketwere acquisitions, and partnership & collaborations. These activities have paved way for the expansion of business and customer base of market players. The market payers from Active pharmaceutical ingredient (API) market are anticipated to lucrative growth opportunities in the future with the rising demand for Active pharmaceutical ingredient (API) in the global market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the Active pharmaceutical ingredient (API) market. In addition, the report focuses on leading industry players with information such as company profiles, components, and services offered, financial information of the last 3 years, the key development in the past five years.
- Teva Pharmaceutical Industries Ltd.
- AbbVie Inc.
- Pfizer, Inc.
- Cipla Inc.
- Merck KGaA
- Bristol Myers Squibb
- GlaxoSmithKline plc
- Mylan N.V.
- Dr. Reddy's Laboratories Ltd
- Sun Pharmaceutical Industries Ltd
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Perfusion Services Market - By Type
1.3.2 Perfusion Services Market - By Application
1.3.3 Perfusion Services Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. PERFUSION SERVICES MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PEST ANALYSIS
4.2.1 North America - Pest Analysis
4.2.2 Europe - Pest Analysis
4.2.3 Asia-Pacific - Pest Analysis
4.2.4 Middle East and Africa - Pest Analysis
4.2.5 South and Central America - Pest Analysis
4.3. EXPERT OPINIONS
5. PERFUSION SERVICES MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS
6. PERFUSION SERVICES MARKET - GLOBAL MARKET ANALYSIS
6.1. PERFUSION SERVICES - GLOBAL MARKET OVERVIEW
6.2. PERFUSION SERVICES - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING
7. PERFUSION SERVICES MARKET - REVENUE AND FORECASTS TO 2028 - TYPE
7.1. OVERVIEW
7.2. TYPE MARKET FORECASTS AND ANALYSIS
7.3. CARDIOPULMONARY BYPASS (CPB)
7.3.1. Overview
7.3.2. Cardiopulmonary Bypass (CPB) Market Forecast and Analysis
7.4. EXTRACORPOREAL MEMBRANE OXYGENATION (ECMO)
7.4.1. Overview
7.4.2. Extracorporeal Membrane Oxygenation (ECMO) Market Forecast and Analysis
7.5. ISOLATED LIMB PERFUSION
7.5.1. Overview
7.5.2. Isolated Limb Perfusion Market Forecast and Analysis
8. PERFUSION SERVICES MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. HOSPITALS
8.3.1. Overview
8.3.2. Hospitals Market Forecast and Analysis
8.4. CLINICS
8.4.1. Overview
8.4.2. Clinics Market Forecast and Analysis
8.5. OTHERS
8.5.1. Overview
8.5.2. Others Market Forecast and Analysis
9. PERFUSION SERVICES MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Perfusion Services Market Overview
9.1.2 North America Perfusion Services Market Forecasts and Analysis
9.1.3 North America Perfusion Services Market Forecasts and Analysis - By Type
9.1.4 North America Perfusion Services Market Forecasts and Analysis - By Application
9.1.5 North America Perfusion Services Market Forecasts and Analysis - By Countries
9.1.5.1 United States Perfusion Services Market
9.1.5.1.1 United States Perfusion Services Market by Type
9.1.5.1.2 United States Perfusion Services Market by Application
9.1.5.2 Canada Perfusion Services Market
9.1.5.2.1 Canada Perfusion Services Market by Type
9.1.5.2.2 Canada Perfusion Services Market by Application
9.1.5.3 Mexico Perfusion Services Market
9.1.5.3.1 Mexico Perfusion Services Market by Type
9.1.5.3.2 Mexico Perfusion Services Market by Application
9.2. EUROPE
9.2.1 Europe Perfusion Services Market Overview
9.2.2 Europe Perfusion Services Market Forecasts and Analysis
9.2.3 Europe Perfusion Services Market Forecasts and Analysis - By Type
9.2.4 Europe Perfusion Services Market Forecasts and Analysis - By Application
9.2.5 Europe Perfusion Services Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Perfusion Services Market
9.2.5.1.1 Germany Perfusion Services Market by Type
9.2.5.1.2 Germany Perfusion Services Market by Application
9.2.5.2 France Perfusion Services Market
9.2.5.2.1 France Perfusion Services Market by Type
9.2.5.2.2 France Perfusion Services Market by Application
9.2.5.3 Italy Perfusion Services Market
9.2.5.3.1 Italy Perfusion Services Market by Type
9.2.5.3.2 Italy Perfusion Services Market by Application
9.2.5.4 Spain Perfusion Services Market
9.2.5.4.1 Spain Perfusion Services Market by Type
9.2.5.4.2 Spain Perfusion Services Market by Application
9.2.5.5 United Kingdom Perfusion Services Market
9.2.5.5.1 United Kingdom Perfusion Services Market by Type
9.2.5.5.2 United Kingdom Perfusion Services Market by Application
9.2.5.6 Rest of Europe Perfusion Services Market
9.2.5.6.1 Rest of Europe Perfusion Services Market by Type
9.2.5.6.2 Rest of Europe Perfusion Services Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Perfusion Services Market Overview
9.3.2 Asia-Pacific Perfusion Services Market Forecasts and Analysis
9.3.3 Asia-Pacific Perfusion Services Market Forecasts and Analysis - By Type
9.3.4 Asia-Pacific Perfusion Services Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific Perfusion Services Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Perfusion Services Market
9.3.5.1.1 Australia Perfusion Services Market by Type
9.3.5.1.2 Australia Perfusion Services Market by Application
9.3.5.2 China Perfusion Services Market
9.3.5.2.1 China Perfusion Services Market by Type
9.3.5.2.2 China Perfusion Services Market by Application
9.3.5.3 India Perfusion Services Market
9.3.5.3.1 India Perfusion Services Market by Type
9.3.5.3.2 India Perfusion Services Market by Application
9.3.5.4 Japan Perfusion Services Market
9.3.5.4.1 Japan Perfusion Services Market by Type
9.3.5.4.2 Japan Perfusion Services Market by Application
9.3.5.5 South Korea Perfusion Services Market
9.3.5.5.1 South Korea Perfusion Services Market by Type
9.3.5.5.2 South Korea Perfusion Services Market by Application
9.3.5.6 Rest of Asia-Pacific Perfusion Services Market
9.3.5.6.1 Rest of Asia-Pacific Perfusion Services Market by Type
9.3.5.6.2 Rest of Asia-Pacific Perfusion Services Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Perfusion Services Market Overview
9.4.2 Middle East and Africa Perfusion Services Market Forecasts and Analysis
9.4.3 Middle East and Africa Perfusion Services Market Forecasts and Analysis - By Type
9.4.4 Middle East and Africa Perfusion Services Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa Perfusion Services Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Perfusion Services Market
9.4.5.1.1 South Africa Perfusion Services Market by Type
9.4.5.1.2 South Africa Perfusion Services Market by Application
9.4.5.2 Saudi Arabia Perfusion Services Market
9.4.5.2.1 Saudi Arabia Perfusion Services Market by Type
9.4.5.2.2 Saudi Arabia Perfusion Services Market by Application
9.4.5.3 U.A.E Perfusion Services Market
9.4.5.3.1 U.A.E Perfusion Services Market by Type
9.4.5.3.2 U.A.E Perfusion Services Market by Application
9.4.5.4 Rest of Middle East and Africa Perfusion Services Market
9.4.5.4.1 Rest of Middle East and Africa Perfusion Services Market by Type
9.4.5.4.2 Rest of Middle East and Africa Perfusion Services Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Perfusion Services Market Overview
9.5.2 South and Central America Perfusion Services Market Forecasts and Analysis
9.5.3 South and Central America Perfusion Services Market Forecasts and Analysis - By Type
9.5.4 South and Central America Perfusion Services Market Forecasts and Analysis - By Application
9.5.5 South and Central America Perfusion Services Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Perfusion Services Market
9.5.5.1.1 Brazil Perfusion Services Market by Type
9.5.5.1.2 Brazil Perfusion Services Market by Application
9.5.5.2 Argentina Perfusion Services Market
9.5.5.2.1 Argentina Perfusion Services Market by Type
9.5.5.2.2 Argentina Perfusion Services Market by Application
9.5.5.3 Rest of South and Central America Perfusion Services Market
9.5.5.3.1 Rest of South and Central America Perfusion Services Market by Type
9.5.5.3.2 Rest of South and Central America Perfusion Services Market by Application
10. IMPACT OF COVID-19 PANDEMIC ON GLOBAL PERFUSION SERVICES MARKET
10.1 North America
10.2 Europe
10.3 Asia-Pacific
10.4 Middle East and Africa
10.5 South and Central America
11. INDUSTRY LANDSCAPE
11.1. MERGERS AND ACQUISITIONS
11.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
11.3. NEW PRODUCT LAUNCHES
11.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
12. PERFUSION SERVICES MARKET, KEY COMPANY PROFILES
12.1. SPECIALTYCARE, INC.
12.1.1. Key Facts
12.1.2. Business Description
12.1.3. Products and Services
12.1.4. Financial Overview
12.1.5. SWOT Analysis
12.1.6. Key Developments
12.2. KEYSTONE PERFUSION
12.2.1. Key Facts
12.2.2. Business Description
12.2.3. Products and Services
12.2.4. Financial Overview
12.2.5. SWOT Analysis
12.2.6. Key Developments
12.3. UPMC PROCIRCA
12.3.1. Key Facts
12.3.2. Business Description
12.3.3. Products and Services
12.3.4. Financial Overview
12.3.5. SWOT Analysis
12.3.6. Key Developments
12.4. VIVACITY
12.4.1. Key Facts
12.4.2. Business Description
12.4.3. Products and Services
12.4.4. Financial Overview
12.4.5. SWOT Analysis
12.4.6. Key Developments
12.5. PERFUSION SOLUTION, INC.
12.5.1. Key Facts
12.5.2. Business Description
12.5.3. Products and Services
12.5.4. Financial Overview
12.5.5. SWOT Analysis
12.5.6. Key Developments
12.6. CAMBRIDGE PERFUSION LLP
12.6.1. Key Facts
12.6.2. Business Description
12.6.3. Products and Services
12.6.4. Financial Overview
12.6.5. SWOT Analysis
12.6.6. Key Developments
12.7. COMPREHENSIVE CARE
12.7.1. Key Facts
12.7.2. Business Description
12.7.3. Products and Services
12.7.4. Financial Overview
12.7.5. SWOT Analysis
12.7.6. Key Developments
12.8. MYO PERFUSION GROUP LLC SERVICES, INC.
12.8.1. Key Facts
12.8.2. Business Description
12.8.3. Products and Services
12.8.4. Financial Overview
12.8.5. SWOT Analysis
12.8.6. Key Developments
12.9. NEPA PERFUSION SERVICES, INC.
12.9.1. Key Facts
12.9.2. Business Description
12.9.3. Products and Services
12.9.4. Financial Overview
12.9.5. SWOT Analysis
12.9.6. Key Developments
12.10. CONNECTPERF.COM
12.10.1. Key Facts
12.10.2. Business Description
12.10.3. Products and Services
12.10.4. Financial Overview
12.10.5. SWOT Analysis
12.10.6. Key Developments
13. APPENDIX
13.1. ABOUT THE INSIGHT PARTNERS
13.2. GLOSSARY OF TERMS
- SpecialtyCare, Inc.
- Keystone Perfusion
- UPMC Procirca
- VIVACITY
- Perfusion Solution, Inc.
- Cambridge Perfusion LLP
- Comprehensive Care Services, Inc.
- MYO Perfusion Group LLC
- NEPA Perfusion Services, Inc.
- ConnectPerf.com
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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