Algorithmic Trading Market Size and Share 2025
Algorithmic trading market is expected to grow from US$ 8,790.7 Mn in 2016 to US$ 18,160.8 Mn by 2025 at a CAGR of 8.7% between 2017 and 2025.
The algorithm trading market has experienced significant growth rate owing to increasing automation process in trading by a large number of firms. Integrated financial markets help the local vendors into buying foreign assets with the reduced risks. Involvement of various international algorithm trading market has directed to global distribution of savings and also aiding the countries in creating opportunities for portfolio diversification and risk sharing.
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Published Report - Algorithmic Trading Market: Strategic Insights
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Customize Research To Suit Your Requirement
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Published Report - Algorithmic Trading Market: Strategic Insights
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Naveen will walk you through a 15-minute call to present the report’s content and answer all queries if you have any.
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The report focuses on an in-depth segmentation of this market based by function and application. The geographic segmentation of the report covers six major regions including; North Americas, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America (SA). The regional market has been further bifurcated by respective countries. By application segment equities accounted for the largest share of the algorithm trading market in 2016; whereas, Asia Pacific region is expected to grow at the highest CAGR during the forecast period.
The report aims to provide an overview of global algorithm trading market with detailed market segmentation. Also, it analyzes the current algorithm trading market scenario and forecasts the market till 2025. The report covers market dynamics effecting the market during the forecast period. Furthermore, the report analyzes the competitive scenario, geographic trends, and opportunities in the markets with respect to all geographic regions. The report also includes the detailed company profiles of the key players in the market along with their market strategies. The report also provide PEST analysis of all five regions along with the SWOT analysisfor all company profiled in the report.
Algorithmic Trading Market Report Scope
North America is one of the prominent regions in algorithm trading market which will contribute highest revenue globally due to technological developments and considerable application of algorithm trading in different end-user segment. Rapidly growing economies in Asia-Pacific (APAC) with significant growth construction sector will pave the path for increasing adoption and propel the market for algorithm trading market. The APAC region is expected to lead the market with highest CAGR during the forecast period. Some of the key players of algorithm trading market include AlgoTrader GmbH, Trading Technologies International, Inc., InfoReach, Inc., Tethys Technology, Inc., Lime Brokerage LLC, FlexTrade Systems, Inc., Tower Research Capital LLC, Virtu Financial, Hudson River Trading LLC and Citadel LLC, among others.
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 Table of Contents
1.1 List of Tables
1.2 List of Figures
2 Introduction
2.1 Scope of the Study
2.2 The Insight Partners Research Report Guidance
3 Key Takeaways
4 Algorithm Trading Market Landscape
4.1 Market Overview
4.2 Market Segmentation
4.2.1 Global Algorithm Trading Market – By Function
4.2.2 Global Algorithm Trading Market – By Application
4.2.3 Global Algorithm Trading Market – By Geography
4.3 PEST Analysis
4.3.1 North America PEST Analysis
4.3.2 Europe PEST Analysis
4.3.3 Asia Pacific PEST Analysis
4.3.4 Middle East & Africa PEST Analysis
4.3.5 South America PEST Analysis
5 Global Algorithm Trading Market – Key Industry Dynamics
5.1 Key Market Drivers
5.1.1 Desire to reduce market impact and increased anonymity over large volume trading is primarily driving the growth of Algorithm Trading Market
5.1.2 Focus on improving execution performance is expected to drive the growth of the market
5.2 Key Market Restraints
5.2.1 Complexity and lacking technical know how is inhibiting the adoption of algorithm trading for retail traders
5.3 Key Market Opportunities
5.3.1 Regulators working to promote the development of suitable infrastructure required for execution will open new area of growth
5.3.2 Development of software with customer centric solutions will increase the revenue growth opportunities for players across the value chain
5.4 Future Trends
5.4.1 Integration of (Artificial Intelligence) AI capabilities with current algorithm trading strategies
5.5 Impact Analysis of Drivers and Restraints
6 Algorithm Trading Market – Global
6.1 Global Algorithm Trading Market Overview
6.2 Global Algorithm Trading Market Forecast and Analysis
7 Global Algorithm Trading Market Analysis – By Function
7.1 Overview
7.2 Order Management
7.2.1 Overview
7.2.2 Global Order Management Market Revenue and Forecasts to 2025 (US$ Mn)
7.3 Risk Management & Compliance
7.3.1 Overview
7.3.2 Global Risk Management & Compliance Market Revenue and Forecasts to 2025 (US$ Mn)
8 Global Algorithm Trading Market Analysis – By Application
8.1 Overview
8.2 Equities
8.2.1 Overview
8.2.2 Global Equities Market Revenue and Forecasts to 2025 (US$ Mn)
8.3 Commodities
8.3.1 Overview
8.3.2 Global Commodities Market Revenue and Forecasts to 2025 (US$ Mn)
8.4 FOREX
8.4.1 Overview
8.4.2 Global FOREX Market Revenue and Forecasts to 2025 (US$ Mn)
8.5 Funds
8.5.1 Overview
8.5.2 Global Funds Market Revenue and Forecasts to 2025 (US$ Mn)
8.6 Others
8.6.1 Overview
8.6.2 Global Others Market Revenue and Forecasts to 2025 (US$ Mn)
9 Global Algorithm Trading Market – Geographical Analysis
9.1 Overview
9.2 North America Algorithm Trading Market Revenue and Forecasts to 2025
9.2.1 Overview
9.2.2 North America Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.2.3 North America Algorithm Trading Market Breakdown by Key Countries
9.2.3.1 US Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.2.3.2 Canada Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.2.3.3 Mexico Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.2.4 North America Algorithm Trading Market Breakdown by Function
9.2.5 North America Algorithm Trading Market Breakdown by Application
9.3 Europe Algorithm Trading Market Revenue and Forecasts to 2025
9.3.1 Overview
9.3.2 Europe Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.3.3 Europe Algorithm Trading Market Breakdown by Key Countries
9.3.3.1 France Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.3.3.2 Germany Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.3.3.3 Italy Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.3.3.4 Spain Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.3.3.5 UK Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.3.4 Europe Algorithm Trading Market Breakdown by Function
9.3.5 Europe Algorithm Trading Market Breakdown by Application
9.4 Asia Pacific (APAC) Algorithm Trading Market Revenue and Forecasts to 2025
9.4.1 Overview
9.4.2 Asia Pacific Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.4.3 Asia Pacific Algorithm Trading Market Breakdown by Countries
9.4.3.1 China Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.4.3.2 India Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.4.3.3 Japan Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.4.3.4 Australia Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.4.3.5 Rest of APAC Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.4.4 Asia Pacific Algorithm Trading Market Breakdown by Function
9.4.5 Asia Pacific Algorithm Trading Market Breakdown by Application
9.5 Middle East & Africa (MEA) Algorithm Trading Market Revenue and Forecasts to 2025
9.5.1 Overview
9.5.2 Middle East & Africa Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.5.3 Middle East & Africa Algorithm Trading Market Breakdown by Key Countries
9.5.3.1 Saudi Arabia Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.5.3.2 UAE Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.5.3.3 South Africa Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.5.3.4 Rest of MEA Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.5.4 Middle East & Africa Algorithm Trading Market Breakdown by Function
9.5.5 Middle East & Africa Algorithm Trading Market Breakdown by Application
9.6 South America Algorithm Trading Market Revenue and Forecasts to 2025
9.6.1 Overview
9.6.2 South America Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.6.3 South America Algorithm Trading Market Breakdown by Key Countries
9.6.3.1 Brazil Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.6.3.2 Rest of SAM Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
9.6.4 South America Algorithm Trading Market Breakdown by Function
9.6.5 South America Algorithm Trading Market Breakdown by Application
10 Industry Landscape
10.1 Market Initative
10.2 Merger and Acquisition
10.3 New Development
11 Competitive Landscape
11.1 Competitive Product Mapping
11.2 Market Positioning - Global Top 5 Players Ranking
12 Global Algorithm Trading Market – Key Company Profiles
12.1 AlgoTrader GmbH
12.1.1 Key Facts
12.1.2 Business Description
12.1.3 Financial Overview
12.1.4 SWOT Analysis
12.1.5 Key Developments
12.2 Trading Technologies International Inc.
12.2.1 Key Facts
12.2.2 Business Description
12.2.3 Financial Overview
12.2.4 SWOT Analysis
12.2.5 Key Developments
12.3 InfoReach Inc.
12.3.1 Key Facts
12.3.2 Business Description
12.3.3 Financial Overview
12.3.4 SWOT Analysis
12.3.5 Key Developments
12.4 Tethys Technology, Inc.
12.4.1 Key Facts
12.4.2 Business Description
12.4.3 Financial Overview
12.4.4 SWOT Analysis
12.4.5 Key Developments
12.5 Tower Research Capital LLC
12.5.1 Key Facts
12.5.2 Business Description
12.5.3 Financial Overview
12.5.4 SWOT Analysis
12.5.5 Key Developments
12.6 Hudson River Trading LLC
12.6.1 Key Facts
12.6.2 Business Description
12.6.3 Financial Overview
12.6.4 SWOT Analysis
12.6.5 Key Developments
12.7 Citadel LLC
12.7.1 Key Facts
12.7.2 Business Description
12.7.3 Financial Overview
12.7.4 SWOT Analysis
12.7.5 Key Developments
12.8 Optiver
12.8.1 Key Facts
12.8.2 Business Description
12.8.3 Financial Overview
12.8.4 SWOT Analysis
12.8.5 Key Developments
12.9 FlexTrade Systems, Inc.
12.9.1 Key Facts
12.9.2 Business Description
12.9.3 Financial Overview
12.9.4 SWOT Analysis
12.9.5 Key Developments
12.1 Virtu Financial, LLC
12.10.1 Key Facts
12.10.2 Business Description
12.10.3 Financial Overview
12.10.4 SWOT Analysis
12.10.5 Key Developments
12.11 Lime Brokerage LLC
12.11.1 Key Facts
12.11.2 Business Description
12.11.3 Financial Overview
12.11.4 SWOT Analysis
12.11.5 Key Developments
12.12 IMC Trading B.V.
12.12.1 Key Facts
12.12.2 Business Description
12.12.3 Financial Overview
12.12.4 SWOT Analysis
12.12.5 Key Developments
13 Appendix
13.1 About The Insight Partners
13.2 Glossary of Terms
13.3 Methodology
13.3.1 Coverage
13.3.2 Secondary Research
13.3.3 Primary Research
13.4 Contact Us
13.5 Disclaimer
List of Tables
Table 1: Global Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Table 2: North America Algorithm Trading Market Revenue and Forecasts to 2025 – By Function (US$ Mn)
Table 3: North America Algorithm Trading Market Revenue and Forecasts to 2025 – By Application (US$ Mn)
Table 4: Europe Algorithm Trading Market Revenue and Forecasts to 2025 – By Function (US$ Mn)
Table 5: Europe Algorithm Trading Market Revenue and Forecasts to 2025 – By Application (US$ Mn)
Table 6: Asia Pacific Algorithm Trading Market Revenue and Forecasts to 2025 – By Function (US$ Mn)
Table 7: Asia Pacific Algorithm Trading Market Revenue and Forecasts to 2025 – By Application (US$ Mn)
Table 8: Middle East and Africa Algorithm Trading Market Revenue and Forecasts to 2025 – By Function (US$ Mn)
Table 9: Middle East and Africa Algorithm Trading Market Revenue and Forecasts to 2025 – By Application (US$ Mn)
Table 10: South America Algorithm Trading Market Revenue and Forecasts to 2025 – By Function (US$ Mn)
Table 11: South America Algorithm Trading Market Revenue and Forecasts to 2025 – By Application (US$ Mn)
Table 12: Glossary of Terms, Algorithm Trading Market
List of Figures
Figure 1: Global Algorithmic Trading Market, 2016 & 2025
Figure 2: Algorithm Trading Market Segmentation
Figure 3: Algorithm Trading Market Segmentation
Figure 4: North America PEST Analysis
Figure 5: Europe PEST Analysis
Figure 6: APAC PEST Analysis
Figure 7: MEA PEST Analysis
Figure 8: SAM PEST Analysis
Figure 9: Algorithm Trading Market Impact Analysis of Driver and Restraints
Figure 10: Global Algorithm Trading Market Breakdown By Function, 2016 & 2025 (%)
Figure 11: Order Management Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 12: Risk Management & Compliance Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 13: Global Algorithm Trading Market Breakdown By Application, 2016 & 2025 (%)
Figure 14: Global Equities Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 15: Global Commodities Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 16: Global FOREX Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 17: Global Funds Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 18: Global Others Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 19: Algorithm Trading Market, Global Breakdown by Regions, 2016 & 2025 (%)
Figure 20: North America Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 21: North America Algorithm Trading Market Breakdown by Key Countries, 2016 & 2025 (%)
Figure 22: US Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 23: Canada Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 24: Mexico Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 25: North America Algorithm Trading Market Breakdown by Function, 2016 & 2025 (%)
Figure 26: North America Algorithm Trading Market Breakdown by Application, 2016 & 2025 (%)
Figure 27: Europe Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 28: Europe Algorithm Trading Market Breakdown by Key Countries, 2016 & 2025 (%)
Figure 29: France Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 30: Germany Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 31: Italy Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 32: Spain Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 33: UK Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 34:Europe Algorithm Trading Market Breakdown by Function, 2016 & 2025 (%)
Figure 35: Europe Algorithm Trading Market Breakdown by Application, 2016 & 2025 (%)
Figure 36: Asia Pacific Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 37: Asia Pacific Algorithm Trading Market Breakdown by Key Countries, 2016 & 2025 (%)
Figure 38: China Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 39: India Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 40: Japan Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 41: Australia Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 42: Rest of APAC Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 43: Asia Pacific Algorithm Trading Market Breakdown by Function, 2016 & 2025 (%)
Figure 44: Asia Pacific Algorithm Trading Market Breakdown by Application, 2016 & 2025 (%)
Figure 45: Middle East & Africa Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 46: Middle East & Africa Algorithm Trading Market Breakdown by Key Countries, 2016 & 2025 (%)
Figure 47: Saudi Arabia Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 48: UAE Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 49: South Africa Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 50: Rest of MEA Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 51:Middle East & Africa Algorithm Trading Market Breakdown by Function, 2016 & 2025 (%)
Figure 52: Middle East & Africa Algorithm Trading Market Breakdown by Application, 2016 & 2025 (%)
Figure 53: South America Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 54: South America Algorithm Trading Market Breakdown by Key Countries, 2016 & 2025 (%)
Figure 55: Brazil Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 56: Rest of SAM Algorithm Trading Market Revenue and Forecasts to 2025 (US$ Mn)
Figure 57: South America Algorithm Trading Market Breakdown by Function, 2016 & 2025 (%)
Figure 58: South America Algorithm Trading Market Breakdown by Application, 2016 & 2025 (%)
Figure 59: Algorithm Trading Market Competitive Product Mapping
The List of Companies
1. AlgoTrader GmbH
2. Trading Technologies International, Inc.
3. InfoReach, Inc.
4. Tethys Technology, Inc.
5. Lime Brokerage LLC
6. FlexTrade Systems, Inc.
7. Tower Research Capital LLC
8. Virtu Financial
9. Hudson River Trading LLC
10. Citadel LLC
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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