TABLE OF CONTENTS
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
3 EXECUTIVE SUMMARY
3.1 MARKET OVERVIEW

3.2 GLOBAL MANAGEMENT DECISION MARKET GEOGRAPHICAL ANALYSIS (CAGR %)

3.3 GLOBAL MANAGEMENT DECISION MARKET, BY COMPONENTS (USD MILLION)

3.3.1 GLOBAL MANAGEMENT DECISION MARKET, BY SERVICES (USD MILLION)

3.4 GLOBAL MANAGEMENT DECISION MARKET, BY FUNCTION (USD MILLION)

3.5 GLOBAL MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE (USD MILLION)

3.6 GLOBAL MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL (USD MILLION)

3.7 FUTURE MARKET OPPORTUNITIES

3.8 GLOBAL MARKET SPLIT
4 MARKET OUTLOOK
4.1 GLOBAL MANAGEMENT DECISION MARKET OUTLOOK 
4.2 MARKET DRIVERS 
4.2.1 INCREASING NEED FOR BUSINESS AGILITY

4.2.2 COMPLIANCE WITH GOVERNMENT AND INDUSTRY REGULATIONS
4.3 MARKET RESTRAINTS 
4.3.1 RESISTANCE OF THE MIDDLE MANAGEMENT TO ADOPT MANAGEMENT DECISION SOFTWARE
4.4 MARKET OPPORTUNITIES 
4.4.1 BIG DATA AND CLOUD FOR AN INCREASED EFFICIENCY IN THE MANAGEMENT DECISION SOFTWARE
4.5 IMPACT OF COVID – 19 ON MANAGEMENT DECISION MARKET 
4.1 PORTER’S FIVE FORCES ANALYSIS

4.2 PRODUCT LIFELINE
5 MARKET, BY COMPONENTS
5.1 OVERVIEW

5.2 SOFTWARE

5.3 SERVICES

5.3.1 SERVICES OVERVIEW

5.3.1.1DEPLOYMENT AND INTEGRATION

5.3.1.2SUPPORT AND MAINTENANCE

5.3.1.3CONSULTING
6 MARKET, BY FUNCTION
6.1 OVERVIEW

6.2 COLLECTION MANAGEMENT

6.3 CUSTOMER EXPERIENCE MANAGEMENT

6.4 FRAUD DETECTION MANAGEMENT

6.5 PRICING OPTIMIZATION

6.6 CREDIT RISK MANAGEMENT

6.7 OTHERS
7 MARKET, BY DEPLOYMENT TYPE
7.1 OVERVIEW

7.2 CLOUD

7.3 ON-PREMISES
8 MARKET, BY INDUSTRY VERTICAL
8.1 OVERVIEW

8.2 BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI)

8.3 ENERGY AND UTILITIES

8.4 GOVERNMENT

8.5 HEALTHCARE AND LIFE SCIENCES

8.6 MANUFACTURING

8.7 RETAIL AND CONSUMER GOODS

8.8 TELECOM AND IT

8.9 TRANSPORTATION AND LOGISTICS

8.10 OTHERS
9 MARKET, BY GEOGRAPHY
9.1 OVERVIEW 
9.2 NORTH AMERICA 
9.2.1 U.S.

9.2.2 CANADA

9.2.3 MEXICO
9.3 EUROPE 
9.3.1 GERMANY

9.3.2 U.K.

9.3.3 FRANCE

9.3.4 REST OF EUROPE
9.4 ASIA PACIFIC 
9.4.1 CHINA

9.4.2 INDIA

9.4.3 JAPAN

9.4.4 REST OF ASIA PACIFIC
9.5 REST OF WORLD 
9.5.1 LATIN AMERICA
10 COMPETITIVE LANDSCAPE 
10.1 OVERVIEW

10.2 COMPETITIVE SCENARIO

10.3 COMPANY MARKET RANKING ANALYSIS
11 COMPANY PROFILES
11.1 SAPIENS 
11.1.1 COMPANY OVERVIEW

11.1.2 COMPANY INSIGHTS

11.1.3 SEGMENT BREAKDOWN

11.1.4 PRODUCT BENCHMARKING

11.1.5 SWOT ANALYSIS
11.2 ORACLE 
11.2.1 COMPANY OVERVIEW

11.2.2 COMPANY INSIGHTS

11.2.3 SEGMENT BREAKDOWN

11.2.4 PRODUCT BENCHMARKING

11.2.5 KEY DEVELOPMENT

11.2.6 SWOT ANALYSIS
11.3 FICO 
11.3.1 COMPANY OVERVIEW

11.3.2 COMPANY INSIGHTS

11.3.1 SEGMENT BREAKDOWN

11.3.2 PRODUCT BENCHMARKING

11.3.3 KEY DEVELOPMENT

11.3.4 SWOT ANALYSIS
11.4 IBM 
11.4.1 COMPANY OVERVIEW

11.4.2 COMPANY INSIGHTS

11.4.3 SEGMENT BREAKDOWN

11.4.4 PRODUCT BENCHMARKING

11.4.5 KEY DEVELOPMENT
11.5 SAS GROUP 
11.5.1 COMPANY OVERVIEW

11.5.2 COMPANY INSIGHTS

11.5.3 SEGMENT BREAKDOWN

11.5.4 PRODUCT BENCHMARKING

11.5.5 KEY DEVELOPMENT
11.6 TIBCO 
11.6.1 COMPANY OVERVIEW

11.6.2 COMPANY INSIGHTS

11.6.3 PRODUCT BENCHMARKING
11.7 EXPERIAN 
11.7.1 COMPANY OVERVIEW

11.7.2 COMPANY INSIGHTS

11.7.3 SEGMENT BREAKDOWN

11.7.4 PRODUCT BENCHMARKING
11.8 ACTICO 
11.8.1 COMPANY OVERVIEW

11.8.2 COMPANY INSIGHTS

11.8.3 PRODUCT BENCHMARKING
11.9 PEGASYSTEMS 
11.9.1 COMPANY OVERVIEW

11.9.2 COMPANY INSIGHTS

11.9.3 SEGMENT BREAKDOWN

11.9.4 PRODUCT BENCHMARKING
11.10 EQUIFAX 
11.10.1 COMPANY OVERVIEW

11.10.2 COMPANY INSIGHTS

11.10.3 SEGMENT BREAKDOWN

11.10.4 PRODUCT BENCHMARKING
LIST OF TABLES
TABLE 1 GLOBAL MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 2 GLOBAL MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 3 GLOBAL MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 4 GLOBAL MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 5 GLOBAL MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 6 GLOBAL MANAGEMENT DECISION MARKET, BY GEOGRAPHY, 2021 – 2028 (USD MILLION)

TABLE 7 NORTH AMERICA MANAGEMENT DECISION MARKET, BY COUNTRY, 2021 – 2028 (USD MILLION)

TABLE 8 NORTH AMERICA MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 9 NORTH AMERICA MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 10 NORTH AMERICA MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 11 NORTH AMERICA MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 12 NORTH AMERICA MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 13 U.S. MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 14 U.S. MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 15 U.S. MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 16 U.S. MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 17 U.S. MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 18 CANADA MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 19 CANADA MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 20 CANADA MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 21 CANADA MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 22 CANADA MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 23 MEXICO MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 24 MEXICO MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 25 MEXICO MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 26 MEXICO MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 27 MEXICO MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 28 EUROPE MANAGEMENT DECISION MARKET, BY COUNTRY, 2021 – 2028 (USD MILLION)

TABLE 29 EUROPE MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 30 EUROPE MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 31 EUROPE MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 32 EUROPE MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 33 EUROPE MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 34 GERMANY MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 35 GERMANY MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 36 GERMANY MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 37 GERMANY MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 38 GERMANY MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 39 U.K. MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 40 U.K. MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 41 U.K. MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 42 U.K. MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 43 U.K. MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 44 FRANCE MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 45 FRANCE MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 46 FRANCE MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 47 FRANCE MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 48 FRANCE MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 49 REST OF EUROPE MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 50 REST OF EUROPE MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 51 REST OF EUROPE MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 52 REST OF EUROPE MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 53 REST OF EUROPE MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 54 ASIA PACIFIC MANAGEMENT DECISION MARKET, BY COUNTRY, 2021 – 2028 (USD MILLION)

TABLE 55 ASIA PACIFIC MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 56 ASIA PACIFIC MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 57 ASIA PACIFIC MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 58 ASIA PACIFIC MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 59 ASIA PACIFIC MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 60 CHINA MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 61 CHINA MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 62 CHINA MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 63 CHINA MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 64 CHINA MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 65 INDIA MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 66 INDIA MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 67 INDIA MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 68 INDIA MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 69 INDIA MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 70 JAPAN MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 71 JAPAN MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 72 JAPAN MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 73 JAPAN MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 74 JAPAN MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 75 REST OF ASIA PACIFIC MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 76 REST OF ASIA PACIFIC MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 77 REST OF ASIA PACIFIC MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 78 REST OF ASIA PACIFIC MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 79 REST OF ASIA PACIFIC MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 80 REST OF WORLD MANAGEMENT DECISION MARKET, BY COUNTRY, 2021 – 2028 (USD MILLION)

TABLE 81 REST OF WORLD MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 82 REST OF WORLD MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 83 REST OF WORLD MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 84 REST OF WORLD MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 85 REST OF WORLD MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 86 MIDDLE EAST AND AFRICA

TABLE 87 MIDDLE EAST AND AFRICA MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 88 MIDDLE EAST AND AFRICA MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 89 MIDDLE EAST AND AFRICA MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 90 MIDDLE EAST AND AFRICA MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 91 MIDDLE EAST AND AFRICA MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 92 LATIN AMERICA MANAGEMENT DECISION MARKET, BY COMPONENTS, 2021 – 2028 (USD MILLION)

TABLE 93 LATIN AMERICA MANAGEMENT DECISION MARKET, BY SERVICES, 2021 – 2028 (USD MILLION)

TABLE 94 LATIN AMERICA MANAGEMENT DECISION MARKET, BY FUNCTION, 2021 – 2028 (USD MILLION)

TABLE 95 LATIN AMERICA MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE, 2021 – 2028 (USD MILLION)

TABLE 96 LATIN AMERICA MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL, 2021 – 2028 (USD MILLION)

TABLE 97 COMPANY MARKET RANKING ANALYSIS

TABLE 98 SAPIENS: PRODUCT BENCHMARKING

TABLE 99 ORACLE: PRODUCT BENCHMARKING

TABLE 100 ORACLE: KEY DEVELOPMENT

TABLE 101 FICO: PRODUCT BENCHMARKING

TABLE 102 FICO: KEY DEVELOPMENT

TABLE 103 IBM: PRODUCT BENCHMARKING

TABLE 104 IBM.: KEY DEVELOPMENT

TABLE 105 SAS GROUP: PRODUCT BENCHMARKING

TABLE 106 SAS GROUP: KEY DEVELOPMENT

TABLE 107 TIBCO: PRODUCT BENCHMARKING

TABLE 108 EXPERIAN: PRODUCT BENCHMARKING

TABLE 109 ACTICO: PRODUCT BENCHMARKING

TABLE 110 PEGASYSTEMS: PRODUCT BENCHMARKING

TABLE 111 EQUIFAX: PRODUCT BENCHMARKING
LIST OF FIGURES
FIGURE 1 GLOBAL MANAGEMENT DECISION MARKET SEGMENTATION

FIGURE 2 RESEARCH TIMELINES

FIGURE 3 DATA TRIANGULATION

FIGURE 4 MARKET RESEARCH FLOW

FIGURE 5 GLOBAL MANAGEMENT DECISION MARKET OVERVIEW

FIGURE 6 GLOBAL MANAGEMENT DECISION MARKET GEOGRAPHICAL ANALYSIS, 2021-2028

FIGURE 7 GLOBAL MANAGEMENT DECISION MARKET, BY COMPONENTS (USD MILLION)

FIGURE 8 GLOBAL MANAGEMENT DECISION MARKET, BY SERVICES (USD MILLION)

FIGURE 9 GLOBAL MANAGEMENT DECISION MARKET, BY FUNCTION (USD MILLION)

FIGURE 10 GLOBAL MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE (USD MILLION)

FIGURE 11 GLOBAL MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL (USD MILLION)

FIGURE 12 FUTURE MARKET OPPORTUNITIES

FIGURE 13 NORTH AMERICA DOMINATED THE MARKET IN 2020

FIGURE 14 GLOBAL MANAGEMENT DECISION MARKET OUTLOOK

FIGURE 15 PORTER’S FIVE FORCES ANALYSIS: MANAGEMENT DECISION MARKET

FIGURE 16 PRODUCT LIFELINE: MANAGEMENT DECISION MARKET

FIGURE 17 GLOBAL MANAGEMENT DECISION MARKET, BY COMPONENTS

FIGURE 18 GLOBAL MANAGEMENT DECISION MARKET, BY SERVICES

FIGURE 19 GLOBAL MANAGEMENT DECISION MARKET, BY FUNCTION

FIGURE 20 GLOBAL MANAGEMENT DECISION MARKET, BY DEPLOYMENT TYPE

FIGURE 21 GLOBAL MANAGEMENT DECISION MARKET, BY INDUSTRY VERTICAL

FIGURE 22 NORTH AMERICA MARKET SNAPSHOT

FIGURE 23 U.S. SNAPSHOT

FIGURE 24 CANADA SNAPSHOT

FIGURE 25 MEXICO SNAPSHOT

FIGURE 26 EUROPE MARKET SNAPSHOT

FIGURE 27 GERMANY SNAPSHOT

FIGURE 28 U.K. SNAPSHOT

FIGURE 29 FRANCE SNAPSHOT

FIGURE 30 ASIA PACIFIC MARKET SNAPSHOT

FIGURE 31 CHINA SNAPSHOT

FIGURE 32 INDIA SNAPSHOT

FIGURE 33 JAPAN SNAPSHOT

FIGURE 34 REST OF WORLD SNAPSHOT

FIGURE 35 MIDDLE EAST AND AFRICA SNAPSHOT

FIGURE 36 LATIN AMERICA SNAPSHOT

FIGURE 37 KEY STRATEGIC DEVELOPMENTS

FIGURE 38 SAPIENS: COMPANY INSIGHT

FIGURE 39 SAPIENS: BREAKDOWN

FIGURE 40 SAPIENS: SWOT ANALYSIS

FIGURE 41 ORACLE: COMPANY INSIGHT

FIGURE 42 ORACLE: BREAKDOWN

FIGURE 43 ORACLE: SWOT ANALYSIS

FIGURE 44 FICO: COMPANY INSIGHT

FIGURE 45 FICO: BREAKDOWN

FIGURE 46 FICO: SWOT ANALYSIS

FIGURE 47 IBM: COMPANY INSIGHT

FIGURE 48 IBM: BREAKDOWN

FIGURE 49 SAS GROUP: COMPANY INSIGHT

FIGURE 50 SAS GROUP: BREAKDOWN

FIGURE 51 TIBCO: COMPANY INSIGHT

FIGURE 52 EXPERIAN: COMPANY INSIGHT

FIGURE 53 EXPERIAN: BREAKDOWN

FIGURE 54 ACTICO: COMPANY INSIGHT

FIGURE 55 PEGASYSTEMS: COMPANY INSIGHT

FIGURE 56 PEGASYSTEMS: BREAKDOWN

FIGURE 57 EQUIFAX: COMPANY INSIGHT

FIGURE 58 EQUIFAX: BREAKDOWN
 

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.