1 INTRODUCTION

1.1 MARKET DEFINITION

1.2 MARKET SEGMENTATION

1.3 RESEARCH TIMELINES

1.4 ASSUMPTIONS

1.5 LIMITATIONS
2 RESEARCH METHODOLOGY

2.1 DATA MINING

2.2 SECONDARY RESEARCH

2.3 PRIMARY RESEARCH

2.4 SUBJECT MATTER EXPERT ADVICE

2.5 QUALITY CHECK

2.6 FINAL REVIEW

2.7 DATA TRIANGULATION

2.8 BOTTOM-UP APPROACH

2.9 TOP-DOWN APPROACH

2.10 RESEARCH FLOW

2.11 DATA SOURCES
3 EXECUTIVE SUMMARY

3.1 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET OVERVIEW

3.2 GLOBAL CONTINGENT WORKFORCE MANAGEMENT ESTIMATES AND FORECAST (USD MILLION), 2021-2030

3.3 GLOBAL CONTINGENT WORKFORCE MANAGEMENT ECOLOGY MAPPING

3.4 COMPETITIVE ANALYSIS: FUNNEL DIAGRAM

3.5 GLOBAL CONTINGENT WORKFORCE MANAGEMENT ABSOLUTE MARKET OPPORTUNITY

3.6 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET ATTRACTIVENESS ANALYSIS, BY REGION

3.7 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET ATTRACTIVENESS ANALYSIS, BY TYPE

3.8 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET ATTRACTIVENESS ANALYSIS, BY APPLICATION

3.9 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET GEOGRAPHICAL ANALYSIS (CAGR %)

3.10 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE (USD MILLION)

3.11 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION (USD MILLION)

3.12 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY GEOGRAPHY (USD MILLION)

3.13 FUTURE MARKET OPPORTUNITIES
4 MARKET OUTLOOK

4.1 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET EVOLUTION

4.2 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET OUTLOOK
4.3 MARKET DRIVERS

4.3.1 THE EXPANDING GIG ECONOMY

4.3.2 DEMAND FOR SPECIALIZED SKILLS EMPLOYEES
4.4 MARKET RESTRAINTS

4.4.1 LACK OF POLICIES/PROCESSES TO ENFORCE COMPLIANCE WITH REGULATIONS

4.4.2 POOR DATA MANAGEMENT AND INADEQUATE TECHNOLOGY
4.5 MARKET TRENDS

4.5.1 EXPANSION OF FREELANCE PLATFORMS

4.5.2 MOBILE APPLICATIONS ARE INCREASINGLY EMPOWERING THE MOBILE AND REMOTE WORKFORCE
4.6 MARKET OPPORTUNITY

4.6.1 INTEGRATION OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING TECHNOLOGIES

4.6.2 INTEGRATION WITH EXISTING HR AND ERP SYSTEMS
4.7 PORTER’S FIVE FORCES ANALYSIS

4.7.1 BARGAINING POWER OF SUPPLIERS (MODERATE IMPACT)

4.7.2 BARGAINING POWER OF BUYERS (MODERATE TO HIGH IMPACT)

4.7.3 THREAT OF NEW ENTRANTS (MODERATE TO HIGH IMPACT)

4.7.4 THREAT OF SUBSTITUTES (LOW IMPACT):

4.7.5 INTENSITY OF COMPETITIVE RIVALRY (HIGH IMPACT)
4.8 VALUE CHAIN ANALYSIS
4.9 PRICING ANALYSIS
4.10 REGULATORY LANDSCAPE
4.11 MACROECONOMIC ANALYSIS
4.12 PRODUCT LIFELINE
5 MARKET, BY TYPE

5.1 OVERVIEW

5.2 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET: BASIS POINT SHARE (BPS) ANALYSIS, BY TYPE

5.3 CLOUD BASED SOLUTION

5.4 SOFTWARE
6 MARKET, BY APPLICATION

6.1 OVERVIEW

6.2 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET: BASIS POINT SHARE (BPS) ANALYSIS, BY APPLICATION

6.3 LARGE ENTERPRISE

6.4 SMES
7 MARKET, BY GEOGRAPHY

7.1 OVERVIEW

7.2 NORTH AMERICA

7.2.1 U.S.

7.2.2 CANADA

7.2.3 MEXICO

7.3 EUROPE

7.3.1 GERMANY

7.3.2 U.K.

7.3.3 FRANCE

7.3.4 ITALY

7.3.5 SPAIN

7.3.6 REST OF EUROPE

7.4 ASIA PACIFIC

7.4.1 CHINA

7.4.2 JAPAN

7.4.3 INDIA

7.4.4 REST OF ASIA PACIFIC

7.5 LATIN AMERICA

7.5.1 BRAZIL

7.5.2 ARGENTINA

7.5.3 REST OF LATIN AMERICA

7.6 MIDDLE EAST AND AFRICA

7.6.1 UAE

7.6.2 SAUDI ARABIA

7.6.3 SOUTH AFRICA

7.6.4 REST OF MIDDLE EAST AND AFRICA
8 COMPETITIVE LANDSCAPE

8.1 OVERVIEW

8.2 KEY DEVELOPMENTS

8.3 COMPANY MARKET RANKING ANALYSIS

8.4 COMPANY REGIONAL FOOTPRINT

8.5 COMPANY APPLICATION FOOTPRINT

8.6 ACE MATRIX

8.6.1 ACTIVE

8.6.2 CUTTING EDGE

8.6.3 EMERGING

8.6.4 INNOVATORS
9 COMPANY PROFILES
9.1 SAP SE

9.1.1 COMPANY OVERVIEW

9.1.2 COMPANY INSIGHTS

9.1.3 SEGMENT BREAKDOWN

9.1.4 PRODUCT BENCHMARKING

9.1.5 KEY DEVELOPMENTS

9.1.6 SWOT ANALYSIS

9.1.7 CURRENT FOCUS & STRATEGIES

9.1.8 THREAT FROM COMPETITION
9.2 BEELINE

9.2.1 COMPANY OVERVIEW

9.2.2 COMPANY INSIGHTS

9.2.3 PRODUCT BENCHMARKING

9.2.4 KEY DEVELOPMENTS

9.2.5 SWOT ANALYSIS

9.2.6 CURRENT FOCUS & STRATEGIES

9.2.7 THREAT FROM COMPETITION
9.3 AVATURE

9.3.1 COMPANY OVERVIEW

9.3.2 COMPANY INSIGHTS

9.3.3 PRODUCT BENCHMARKING

9.3.4 KEY DEVELOPMENTS

9.3.5 SWOT ANALYSIS

9.3.6 CURRENT FOCUS & STRATEGIES

9.3.7 THREAT FROM COMPETITION
9.4 PRO UNLIMITED (MAGNIT)

9.4.1 COMPANY OVERVIEW

9.4.2 COMPANY INSIGHTS

9.4.3 PRODUCT BENCHMARKING

9.4.4 KEY DEVELOPMENTS
9.5 IMPARTX

9.5.1 COMPANY OVERVIEW

9.5.2 COMPANY INSIGHTS

9.5.3 PRODUCT BENCHMARKING
9.6 DCR WORKFORCE

9.6.1 COMPANY OVERVIEW

9.6.2 COMPANY INSIGHTS

9.6.3 PRODUCT BENCHMARKING
9.7 UPWORK

9.7.1 COMPANY OVERVIEW

9.7.2 COMPANY INSIGHTS

9.7.3 PRODUCT BENCHMARKING
9.8 ZEEL SOLUTIONS

9.8.1 COMPANY OVERVIEW

9.8.2 COMPANY INSIGHTS

9.8.3 PRODUCT BENCHMARKING
LIST OF TABLES

TABLE 1 PROJECTED REAL GDP GROWTH (ANNUAL PERCENTAGE CHANGE) OF KEY COUNTRIES

TABLE 2 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 3 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 4 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY GEOGRAPHY, 2022-2031 (USD MILLION)

TABLE 5 NORTH AMERICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY COUNTRY, 2022-2031 (USD MILLION)

TABLE 6 NORTH AMERICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 7 NORTH AMERICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 8 U.S. CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 9 U.S. CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 10 CANADA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 11 CANADA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 12 MEXICO CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 13 MEXICO CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 14 EUROPE CONTINGENT WORKFORCE MANAGEMENT MARKET, BY COUNTRY, 2022-2031 (USD MILLION)

TABLE 15 EUROPE CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 16 EUROPE CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 17 GERMANY CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 18 GERMANY CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 19 U.K. CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 20 U.K. CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 21 FRANCE CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 22 FRANCE CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 23 ITALY CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 24 ITALY CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 25 SPAIN CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 26 SPAIN CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 27 REST OF EUROPE CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 28 REST OF EUROPE CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 29 ASIA PACIFIC CONTINGENT WORKFORCE MANAGEMENT MARKET, BY COUNTRY, 2022-2031 (USD MILLION)

TABLE 30 ASIA PACIFIC CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 31 ASIA PACIFIC CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 32 CHINA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 33 CHINA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 34 JAPAN CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 35 JAPAN CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 36 INDIA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 37 INDIA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 38 REST OF ASIA PACIFIC CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 39 REST OF ASIA PACIFIC CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 40 LATIN AMERICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY COUNTRY, 2022-2031 (USD MILLION)

TABLE 41 LATIN AMERICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 42 LATIN AMERICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 43 BRAZIL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 44 BRAZIL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 45 ARGENTINA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 46 ARGENTINA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 47 REST OF LATIN AMERICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 48 REST OF LATIN AMERICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 49 MIDDLE EAST AND AFRICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY COUNTRY, 2022-2031 (USD MILLION)

TABLE 50 MIDDLE EAST AND AFRICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 51 MIDDLE EAST AND AFRICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 52 UAE CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 53 UAE CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 54 SAUDI ARABIA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 55 SAUDI ARABIA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 56 SOUTH AFRICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 57 SOUTH AFRICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 58 REST OF MIDDLE EAST AND AFRICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, 2022-2031 (USD MILLION)

TABLE 59 REST OF MIDDLE EAST AND AFRICA CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, 2022-2031 (USD MILLION)

TABLE 60 COMPANY MARKET RANKING ANALYSIS

TABLE 61 COMPANY REGIONAL FOOTPRINT

TABLE 62 COMPANY APPLICATION FOOTPRINT

TABLE 63 SAP SE: PRODUCT BENCHMARKING

TABLE 64 SAP SE: KEY DEVELOPMENTS

TABLE 65 BEELINE: PRODUCT BENCHMARKING

TABLE 66 BEELINE: KEY DEVELOPMENTS

TABLE 67 AVATURE: PRODUCT BENCHMARKING

TABLE 68 AVATURE: KEY DEVELOPMENTS

TABLE 69 MAGNIT: PRODUCT BENCHMARKING

TABLE 70 MAGNIT: KEY DEVELOPMENTS

TABLE 71 IMPARTX: PRODUCT BENCHMARKING

TABLE 72 DCR WORKFORCE: PRODUCT BENCHMARKING

TABLE 73 UPWORK: PRODUCT BENCHMARKING

TABLE 74 ZEEL: PRODUCT BENCHMARKING
LIST OF FIGURES

FIGURE 1 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET SEGMENTATION

FIGURE 2 RESEARCH TIMELINES

FIGURE 3 DATA TRIANGULATION

FIGURE 4 MARKET RESEARCH FLOW

FIGURE 5 DATA SOURCES

FIGURE 6 EXECUTIVE SUMMARY

FIGURE 7 GLOBAL CONTINGENT WORKFORCE MANAGEMENT ESTIMATES AND FORECAST (USD MILLION), 2021-2030

FIGURE 8 COMPETITIVE ANALYSIS: FUNNEL DIAGRAM

FIGURE 9 GLOBAL CONTINGENT WORKFORCE MANAGEMENT ABSOLUTE MARKET OPPORTUNITY

FIGURE 10 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET ATTRACTIVENESS ANALYSIS, BY REGION

FIGURE 11 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET ATTRACTIVENESS ANALYSIS, BY TYPE

FIGURE 12 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET ATTRACTIVENESS ANALYSIS, BY APPLICATION

FIGURE 13 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET GEOGRAPHICAL ANALYSIS, 2024-30

FIGURE 14 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE (USD MILLION)

FIGURE 15 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION (USD MILLION)

FIGURE 16 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY GEOGRAPHY (USD MILLION)

FIGURE 17 FUTURE MARKET OPPORTUNITIES

FIGURE 18 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET OUTLOOK

FIGURE 19 MARKET DRIVERS_IMPACT ANALYSIS

FIGURE 20 MARKET RESTRAINTS_IMPACT ANALYSIS

FIGURE 21 MARKET TRENDS

FIGURE 22 KEY OPPORTUNITIES_IMPACT ANALYSIS

FIGURE 23 PORTER’S FIVE FORCES ANALYSIS

FIGURE 24 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY TYPE, VALUE SHARES IN 2023

FIGURE 25 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET BASIS POINT SHARE (BPS) ANALYSIS, BY TYPE

FIGURE 26 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY APPLICATION, VALUE SHARES IN 2023

FIGURE 27 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET BASIS POINT SHARE (BPS) ANALYSIS, BY APPLICATION

FIGURE 28 GLOBAL CONTINGENT WORKFORCE MANAGEMENT MARKET, BY GEOGRAPHY, 2022-2031 (USD MILLION)

FIGURE 29 NORTH AMERICA MARKET SNAPSHOT

FIGURE 30 U.S. MARKET SNAPSHOT

FIGURE 31 CANADA MARKET SNAPSHOT

FIGURE 32 MEXICO MARKET SNAPSHOT

FIGURE 33 EUROPE MARKET SNAPSHOT

FIGURE 34 GERMANY MARKET SNAPSHOT

FIGURE 35 U.K. MARKET SNAPSHOT

FIGURE 36 FRANCE MARKET SNAPSHOT

FIGURE 37 ITALY MARKET SNAPSHOT

FIGURE 38 SPAIN MARKET SNAPSHOT

FIGURE 39 REST OF EUROPE MARKET SNAPSHOT

FIGURE 40 ASIA PACIFIC MARKET SNAPSHOT

FIGURE 41 CHINA MARKET SNAPSHOT

FIGURE 42 JAPAN MARKET SNAPSHOT

FIGURE 43 INDIA MARKET SNAPSHOT

FIGURE 44 REST OF ASIA PACIFIC MARKET SNAPSHOT

FIGURE 45 LATIN AMERICA MARKET SNAPSHOT

FIGURE 46 BRAZIL MARKET SNAPSHOT

FIGURE 47 ARGENTINA MARKET SNAPSHOT

FIGURE 48 REST OF LATIN AMERICA MARKET SNAPSHOT

FIGURE 49 MIDDLE EAST AND AFRICA MARKET SNAPSHOT

FIGURE 50 UAE MARKET SNAPSHOT

FIGURE 51 SAUDI ARABIA MARKET SNAPSHOT

FIGURE 52 SOUTH AFRICA MARKET SNAPSHOT

FIGURE 53 REST OF MIDDLE EAST AND AFRICA MARKET SNAPSHOT

FIGURE 54 KEY STRATEGIC DEVELOPMENTS

FIGURE 55 ACE MATRIX

FIGURE 56 SAP SE: COMPANY INSIGHT

FIGURE 57 SAP SE: SEGMENT BREAKDOWN

FIGURE 58 BEELINE: COMPANY INSIGHT

FIGURE 59 AVATURE: COMPANY INSIGHT

FIGURE 60 MAGNIT: COMPANY INSIGHT

FIGURE 61 IMPARTX: COMPANY INSIGHT

FIGURE 62 DCR WORKFORCE (COUPA).: COMPANY INSIGHT

FIGURE 63 UPWORK: COMPANY INSIGHT

FIGURE 64 ZEEL: COMPANY INSIGHT

The research starts with the extensive procurement process of data/information and statistics from company annual reports, government websites, statistics agencies, and paid databases. This information creates a base for the study. The information also helps to define the scope and to narrow down the area for study for the market. This raw information is processed and analyzed to extract crisp data points which currently affect or are likely to affect the industry during the forecast period. After analyzing the information, a proprietary statistical tool is used for market estimation and forecast, which generates the quantitative figures of the market/sub-segments in the current scenario as well as for the forecast period. 

After estimating the markets and estimates, the numbers are verified with industry participants and key opinion leaders. The wide network of industry participants add value to the research and verify the numbers and estimates provided in the study. At the last stage of the research process, a final report is prepared, which is then published on different websites as well as distributed through various channels. The below figure contains the different stages of the research process to produce the report.

1.1 DATA MINING
Data mining is an extensive part of our research process. It involves the procurement of market data and related information from different verified and credible sources. This step helps to obtain raw information about the industry and their Drivetrain, the monetary process for different end uses, the pool of market participants, and the nature of the industry and scope of the study. The data mining stage comprises both primary and secondary sources of information.
1.2 SECONDARY RESEARCH
In the secondary research process, various sources are used to identify and gather industry trends and information for the research process. We at TRI have access to some of the most diversified and extensive paid databases, which give us the most accurate data/information on markets Customers, and pricing. Mentioned below is a detailed list of sources that have been used for this study. Please note that this list is not limited to the names as mentioned; we also access other data sources depending on the need.
1.3 PRIMARY RESEARCH
In the primary research process, in-depth primary interviews are conducted with the CXOs to understand the market share, customer base, pricing strategies, channel partners, and other necessary information. Besides, in-depth primary interviews are conducted with the CXOs of vendors, channel partners, and others to validate the supply-side information. In addition, various key industry participants from both the supply and demand side are interviewed to obtain qualitative and quantitative information on the market. In-depth interviews with key primary respondents, including industry professionals, subject matter experts (Corporates), industry consultants, and C-Component executives of major companies, are conducted to obtain critical qualitative and quantitative information pertaining to the market, as well as to assess the prospects for market growth during the forecast period. Detailed information on these primary respondents is mentioned below. 
1.4 FORCASTING TECHNIQUES
We at Markstats Research Insights Private Limited follow an extensive process for arriving at market estimations, which involves the use of multiple forecasting techniques as mentioned below.