Management Decision Market

Management Decision Market by Software, Service, Deployment Type, Function (Credit Risk Management, Collection Management, Customer Experience Management), Organization Size, Industry, and Region - Global Forecast to 2026

Report Code: TC 6094 Nov, 2021, by marketsandmarkets.com

[287 Pages Report] The global management decision market size is expected to grow at a Compound Annual Growth Rate (CAGR) of 13.5% during the forecast period, to reach USD 9.0 billion by 2026 from USD 4.8 billion in 2021. Key factors that are expected to drive the growth of the market are the rising need to improve the quality of decisions and achieve business agility with enhanced effectiveness, growing need for faster operational decisions and improve process efficiency, and compelling need to manage regulatory and compliance standards. These factors are driving the demand for management decision.

The management decision market is fragmented as there is presence of large number of players across market. The major factors that are expected to drive the adoption of management decision software solutions and services among large enterprises, as well as SMEs across several verticals, including BFSI, IT and telecom, manufacturing, retail and consumer goods, government, healthcare and life sciences, energy and utilities, transportation and logistics, and others (education, and media and entertainment), are increasing adoption of cloud and digital transformation. Developing countries across APAC and MEA are expected to offer more opportunities for vendors in the market. The COVID-19 pandemic and the proliferation of remote work environments have created new complex barriers for businesses to overcome. The COVID-19 pandemic has reinforced the need for companies in the various sector to implement digital technologies and harness the power of management decision software solutions and services for improving their quality of decision making and create consistency, thereby supporting tactical and strategic decisions within organizations.

Management Decision Market

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COVID-19 Impact

The pandemic has had a positive impact on the management decision market. The COVID-19 pandemic and the proliferation of remote work environments have created new complex barriers for businesses to overcome. The COVID-19 pandemic has reinforced the need for companies in the various sector to implement digital technologies and harness the power of management decision software solutions and services for improving their quality of decision making and create consistency, thereby supporting tactical and strategic decisions within organizations.

Market Dynamics

Driver: Rising need to improve the quality of decision and achieve business agility with enhanced effectiveness

Companies often use a continual process to make improvements in their operations. Making decisions in business can take hours, days, and even months, depending on the overall impact on the company. In addition to the time frame, companies must deal with the repetition of decisions constantly. Therefore, business decision management software can cut out some of the problems associated with repeated decisions. This allows managers and other decision-makers to rely on a system that provides better efficiency. Many complicated decisions need to be made every day, all of which depend on multiple rules and data sources. Also, the decision-making logic changes frequently because legal requirements or market conditions are in flux. Therefore, a decision management system makes a company more agile because business units can adapt the decision-making logic. This eliminates the need for a dedicated IT project and the associated complex approval processes whenever a change needs to be implemented or not.

Restraint: Resistance of the middle management to adopt management decision software

One of the major restraints to the growth of the management decision market is the resistance of the IT staff and the lack of investment in acquiring resources with accurate skills. The IT staff is held responsible for maintaining and managing the existing infrastructure in any organization, and for the business decision management software to work effectively, it must be deployed with the existing infrastructure. The major hurdle faced by most business decision management software providers is the lack of proper clarity among the target user base to put this software to the best use. Many companies refrain from spending on this software, as these suites are quite expensive to implement. Vendors also face challenges in understanding customers’ usage needs. This leads to process and implementation delays. Due to the complexities involved in finding the right resources for process implementation, the limited technical support for business decision management may be a major restraining factor for the growth of the management decision market.

Opportunity: Rising trend of automation and intelligence decisioning

Automated business decision-making provides a significant competitive advantage for companies today because the faster user can decide on the right response to an opportunity or risk, and consistently act on it, the better the business outcome will probably be. By automating key operational decisions, those day-to-day, repeatable decisions that run the business -- like what loan application to approve or reject, what product to offer a new customer when to trigger an agent to call back a client to assist, when to re-route cargo, etc. – companies can streamline processes, manage risk more effectively and increase profitability.

Challenge: Lack of skilled workforce and poor management in creating user adoption process

Technology is only as effective as the workforce that uses it. If employees are not inputting data or pulling the right reports, then the system will not provide real value. This is largely related to training issues, with many companies citing the lack of quality candidates and skilled employees available to train. As a company undergoes a full digital transformation, the industrial environment will change dramatically. Training programs need to evolve with it. Simplifying what have become extremely intricate company cultures across the industry will help reliability and digitization truly take root. By implementing a training program for all employees, leadership fosters the values and behaviors necessary for organizational reliability and helps support talent retention and company growth. Training should review the fundamentals of business decision management software and teach how to use these tools to support efficient decision-making.

Services segment to hold a larger market size during the forecast period

The services segment for management decision market is expected to grow at a higher CAGR due to the need of deployment and integration, support and maintenance, and consulting services for ensuring smooth functioning of business decision management software solutions. These services help in enhancing business agility with improved and intelligent decision-making capabilities and support. The services ensure compliance standards by providing explainable decision tree-based strategies that better meet the organization's goals and constraints, built using powerful and interpretable optimization models and frameworks. Enterprises need active support from skilled professionals to minimize their management decision software downtime during the pre-and post-installation of solutions. These services provide the support needed to uphold the efficiency of business processes, increase enterprise growth, and reduce unwanted IT expenses.

Cloud deployment model to hold a larger market size in 2021

The management decision market is segmented by deployment model into on-premises and cloud. The cloud segment is expected to hold a higher share of the management decision market as organizations across various regions are adopting cloud for digital transformation rapidly. The on-premises model is adopted specifically by large enterprises as the budget allocation generally is high for installing management decision software products and services in companies’ as compared with SMEs.

Small enterprises to hold a majority of the market share during the forecast period

Enterprises with less than 1,000 employees are defined as SMEs. These enterprises face greater challenges of a limited budget than large enterprises and require better methods to resolve complexities for improving the cost optimization of their business processes. However, the SMEs segment is expected to grow at a higher CAGR during the forecast period. Due to the limited budget, SMEs mostly prefer cloud-based solutions over on-premises solutions, and this adoption trend is expected to accelerate in the years to come, enabling the cloud deployment type to have a considerable market size during the forecast period. Moreover, SMEs use management decision software for enhanced decision making, which provides enhanced insights from the business data repository leading to more relevant and personalized business decision-making in near real-time with reduced time and cost. These factors are also expected to encourage more SMEs to adopt management decision software and services at a rapid pace. This segment has a huge potential and will continue to flourish in the management decision market in the coming years.

Energy and utilities industry vertical to grow at the highest CAGR during the forecast period

Energy and utilities is one of the fastest-growing verticals with respect to the adoption of advanced technologies and services in terms of the management decision market. Management decision software provides a next-generation advanced analytics platform that can help any business operating within the energy and utility lifecycle transform capabilities such as demand and load forecasting, energy pricing and analysis, customer onboarding and lifecycle management, and internal operations such as predictive maintenance (AI/ML).

Management Decision Market by Region

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North America to account for the highest market share during the forecast period

The management decision market is segmented into five regions: North America, Europe, APAC, MEA, and Latin America. The management decision report provides insights into these regional markets in terms of market size, growth rates, future trends, market drivers, and COVID-19 impact. North America is expected to hold the highest market share in the overall management decision market during the forecast period. Following North America, Europe is expected to hold the second-highest market share during the forecast period. High need to improve decision making quality with enhanced business agility and meet compliance standards is expected to drive the North American and European markets. APAC and MEA are also expected to witness high growth rates during the forecast period.

Key Market Players

The management decision vendors have implemented various types of organic as well as inorganic growth strategies, such as new product launches, product upgradations, partnerships and agreements, business expansions, and mergers and acquisitions, to strengthen their offerings in the market. The major vendors offering management decision software and services globally are IBM (US), FICO (US), SAS (US), Oracle (US), Pegasystems (US), TIBCO Software (US), Sapiens International Corporation (Israel), Experian (Ireland), Equifax (US), Actico (Germany), Parmenides (Germany), Decision Management Solutions (US), OpenRules (US), Sparkling Logic (US), Scorto (Netherland), RapidGen (UK), Progress (US), InRule (US), CRIF (Italy), Decisions (US), Enova Decisions (US), FlexRule (Australia), Rulex (US), Seon (UK), and Decisimo (UK).

The study includes an in-depth competitive analysis of key players in the management decision market with their company profiles, recent developments, COVID-19 developments, and key market strategies.

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Scope of the Report

Report Metric

Details

Market size available for years

2015–2026

Base year considered

2020

Forecast period

2021–2026

Forecast units

Million (USD)

Segments covered

Component (Software and Service), Function (Credit Risk Management, Collection Management, Customer Experience Management), Deployment Model, Organization Size, Vertical, and Region

Geographies covered

North America, APAC, Europe, MEA, and Latin America

Companies covered

IBM (US), FICO (US), SAS (US), Oracle (US), Pegasystems (US), TIBCO Software (US), Sapiens International Corporation (Israel), Experian (Ireland), Equifax (US), Actico (Germany), Parmenides (Germany), Decision Management Solutions (US), OpenRules (US), Sparkling Logic (US), Scorto (Netherland), RapidGen (UK), Progress (US), InRule (US), CRIF (Italy), Decisions (US), Enova Decisions (US), FlexRule (Australia), Rulex (US), Seon (UK), and Decisimo (UK).

This research report categorizes the management decision market based on component, functions, deployment model, organization size, vertical, and region.

Based on the Component:

  • Software
  • Services
  • Deployment and Integration
  • Support and Maintenance
  • Consulting

Based on the function:

  • Credit risk management
  • Collection management
  • Customer experience management
  • Fraud detection management
  • Pricing optimization
  • Others (decision automation and project prioritization)

Based on the deployment model:

  • On-premises
  • Cloud

Based on the organization size:

  • Large Enterprises
  • SMEs

Based on the vertical:

  • BFSI
  • IT and Telecom
  • Manufacturing
  • Retail and Consumer Goods
  • Government
  • Healthcare and Life Sciences
  • Energy and Utilities
  • Transportation and Logistics
  • Others

Based on the region:

  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Rest of Europe
  • APAC
    • China
    • Japan
    • Australia and New Zealand (ANZ)
    • Rest of APAC
  • MEA
    • Kingdom of Saudi Arabia
    • UAE
    • South Africa
    • Rest of MEA
  • Latin America
    • Brazil
    • Mexico
    • Rest of Latin America

Recent Developments

  • In October 2021, IBM announced upcoming enhancements for the IBM Cloud Pak for Business Automation version 21.0.3. This release is planned to be Generally Available (GA) on December 17, 2021. This early announcement highlights intended support for core business automation capabilities on zLinux, and longer-term support for the 21.0.3 release as a Long-Term Support Release (LTSR). Capabilities such as ODM and automation decision services will also be delivered through this release.
  • In April 2021, FICO partnered with Neurotech, a company specialized in creating advanced solutions for AI, ML, and Big Data with the objective of leading the national market for credit risk management solutions.
  • In April 2021, Sapiens International Corporation has partnered with Atidot, a cloud-based SaaS provider of AI and ML solutions for life and annuity insurers. The partnership facilitates new ways for North American and European insurers to generate revenue through analytics and actionable insights.
  • In September 2020, Pegasystems launched Value Finder – a new AI-powered capability helping organizations engage their most underserved customers with messages and offers designed for their specific needs. Part of the Pega Customer Decision Hub, this capability expands the power of 1:1 customer engagement to ensure all customers get personalized, high-empathy treatment – not just the ‘premier’ customers that typically get the most attention.

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 27)
    1.1 INTRODUCTION TO COVID-19
    1.2 COVID-19 HEALTH ASSESSMENT
           FIGURE 1 COVID-19: THE GLOBAL PROPAGATION
           FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
    1.3 COVID-19 ECONOMIC ASSESSMENT
           FIGURE 3 REVISED GDP FORECASTS FOR SELECT G20 COUNTRIES IN 2020
           1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
                    FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY
                    FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
    1.4 OBJECTIVES OF THE STUDY
    1.5 MARKET DEFINITION
           1.5.1 INCLUSIONS AND EXCLUSIONS
    1.6 MARKET SCOPE
           1.6.1 MARKET SEGMENTATION
           1.6.2 REGIONS COVERED
           1.6.3 YEARS CONSIDERED FOR THE STUDY
    1.7 CURRENCY
           TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019
    1.8 STAKEHOLDERS
    1.9 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY (Page No. - 37)
    2.1 RESEARCH DATA
           FIGURE 6 MANAGEMENT DECISION MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    2.1.2.1 Breakup of primary profiles
                               FIGURE 7 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION
                               TABLE 2 PRIMARY INTERVIEWS
                    2.1.2.2 Key industry insights
    2.2 DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
           FIGURE 8 MANAGEMENT DECISION MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
           FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SERVICES FROM VENDORS
           FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY-SIDE): COLLECTIVE REVENUE OF VENDORS
           FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY – (SUPPLY SIDE): ILLUSTRATION OF VENDOR REVENUE ESTIMATION
           FIGURE 12 MARKET SIZE ESTIMATION METHODOLOGY – (SUPPLY SIDE): CAGR PROJECTIONS FROM THE SUPPLY SIDE
           FIGURE 13 MARKET SIZE ESTIMATION METHODOLOGY ̶ APPROACH 2 (BOTTOM-UP): REVENUE GENERATED BY VENDORS FROM EACH APPLICATION
           FIGURE 14 MARKET SIZE ESTIMATION METHODOLOGY–APPROACH 2 (DEMAND SIDE): REVENUE GENERATED FROM VERTICALS (2/2)
    2.4 RESEARCH ASSUMPTIONS
    2.5 LIMITATIONS OF THE STUDY

3 EXECUTIVE SUMMARY (Page No. - 51)
    FIGURE 15 GLOBAL MANAGEMENT DECISION MARKET, 2019–2026 (USD MILLION)
    FIGURE 16 FASTEST-GROWING SEGMENTS IN THE MARKET, 2021–2026
    FIGURE 17 SOFTWARE SEGMENT TO HOLD A LARGER MARKET SIZE DURING THE FORECAST PERIOD
    FIGURE 18 ON-PREMISES SEGMENT TO HOLD A LARGER MARKET SIZE
    FIGURE 19 LARGE ENTERPRISES SEGMENT TO HOLD A LARGER MARKET SIZE IN 2021
    FIGURE 20 BFSI VERTICAL TO HOLD THE LARGEST MARKET SIZE IN 2021
    FIGURE 21 NORTH AMERICA TO HOLD THE LARGEST MARKET SHARE IN 2021
    FIGURE 22 MARKET: REGIONAL SNAPSHOT

4 PREMIUM INSIGHTS (Page No. - 60)
    4.1 OVERVIEW OF THE MANAGEMENT DECISION MARKET
           FIGURE 23 RISING NEED TO IMPROVE THE QUALITY OF DECISIONS AND ACHIEVE BUSINESS AGILITY WITH ENHANCED EFFECTIVENESS TO DRIVE THE GROWTH OF THE MARKET
    4.2 MARKET, BY COMPONENT, 2021 VS. 2026
           FIGURE 24 SOFTWARE SEGMENT TO HOLD A LARGER MARKET SHARE IN 2021
    4.3 MARKET, BY FUNCTION, 2021 VS. 2026
           FIGURE 25 COLLECTION MANAGEMENT SEGMENT TO HOLD THE LARGEST MARKET SHARE IN 2021
    4.4 MARKET, BY SERVICES, 2021 VS. 2026
           FIGURE 26 DEPLOYMENT AND INTEGRATION TO HOLD THE LARGEST SHARE IN 2021
    4.5 MARKET, BY ORGANIZATION SIZE, 2021 VS. 2026
           FIGURE 27 LARGE ENTERPRISES TO HOLD A LARGER MARKET SHARE IN 2021
    4.6 MARKET, BY VERTICAL, 2021–2026
           FIGURE 28 BFSI VERTICAL TO HOLD THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
    4.7 MARKET: INVESTMENT SCENARIO, 2021–2026
           FIGURE 29 ASIA PACIFIC TO EMERGE AS THE BEST MARKET FOR INVESTMENTS IN THE NEXT FIVE YEARS

5 MARKET OVERVIEW AND INDUSTRY TRENDS (Page No. - 64)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 30 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: MANAGEMENT DECISION MARKET
           5.2.1 DRIVERS
                    5.2.1.1 Rising need to improve the quality of decision and achieve business agility with enhanced effectiveness
                               FIGURE 31 MAJOR BENEFITS DRIVING THE MARKET
                    5.2.1.2 Growing need for faster operational decisions and improved process efficiency
                    5.2.1.3 Reduced dependency on IT teams for writing business rules
                    5.2.1.4 A compelling need to manage regulatory and compliance standards
           5.2.2 RESTRAINTS
                    5.2.2.1 Resistance of the middle management to adopt business decision management software
                    5.2.2.2 Companies' resistance to adopt modern technologies to reduce machine dependency, wrong information, and limited skills
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Rising trend of automation and intelligence decisioning
                               FIGURE 32 CHALLENGES IN ADOPTING AI AND ML INTO EXISTING BANK OPERATIONS
                               FIGURE 33 GREATEST BENEFITS ACHIEVED FROM AI AND ML
                    5.2.3.2 Increasing focus of companies on data-driven decision-making
                    5.2.3.3 Growing inclination of organizations toward decision-making with predictive analytics
           5.2.4 CHALLENGES
                    5.2.4.1 Lack of documentation on business rules for decision management
                    5.2.4.2 Lack of skilled workforce and poor management in creating user adoption process
    5.3 COVID-19-DRIVEN MARKET DYNAMICS
           5.3.1 DRIVERS AND OPPORTUNITIES
           5.3.2 RESTRAINTS AND CHALLENGES
    5.4 CASE STUDY ANALYSIS
           5.4.1 CASE STUDY 1: MERCURY INSURANCE
           5.4.2 CASE STUDY 2: ABBVIE
           5.4.3 CASE STUDY 3: SάDLEASING
           5.4.4 CASE STUDY 4: APTTUS
    5.5 PORTER’S FIVE FORCES ANALYSIS
           TABLE 3 PORTER’S FIVE FORCES ANALYSIS: MANAGEMENT DECISION MARKET
           FIGURE 34 PORTER’S FIVE FORCES ANALYSIS: MARKET
           5.5.1 THREAT OF NEW ENTRANTS
           5.5.2 THREAT OF SUBSTITUTES
           5.5.3 BARGAINING POWER OF SUPPLIERS
           5.5.4 BARGAINING POWER OF BUYERS
           5.5.5 INTENSITY OF COMPETITIVE RIVALRY
    5.6 TECHNOLOGICAL OUTLOOK
           5.6.1 CLOUD/SOFTWARE AS A SERVICE
           5.6.2 ARTIFICIAL INTELLIGENCE
           5.6.3 MACHINE LEARNING
           5.6.4 ROBOTIC PROCESS AUTOMATION
           5.6.5 IOT TECHNOLOGY
                    TABLE 4 MARKET: PRICING LEVELS
    5.7 SUPPLY CHAIN ANALYSIS
           FIGURE 35 MARKET: SUPPLY CHAIN
    5.8 ECOSYSTEM
           FIGURE 36 MANAGEMENT DECISION MARKET: ECOSYSTEM
           TABLE 5 MARKET ECOSYSTEM
    5.9 REGULATORY IMPLICATIONS AND INDUSTRY STANDARDS
           5.9.1 GENERAL DATA PROTECTION REGULATION
           5.9.2 INTERNATIONAL ORGANIZATION FOR STANDARDIZATION/INTERNATIONAL ELECTROTECHNICAL COMMISSION 27000 STANDARDS
           5.9.3 CLOUD SECURITY ALLIANCE CONTROLS
           5.9.4 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT OF 1996
           5.9.5 SECURITY IN A CLOUD COMPUTING ENVIRONMENT
    5.10 PATENT ANALYSIS
           TABLE 6 TOP TEN PATENT OWNERS (GLOBAL), 2021
           FIGURE 37 NUMBER OF PATENTS PUBLISHED, 2010–2021
           FIGURE 38 TOP FIVE PATENT OWNERS (GLOBAL), 2021
    5.11 TRENDS/DISRUPTIONS IMPACTING BUYERS
                    FIGURE 39 MARKET: TRENDS/DISRUPTIONS IMPACTING BUYERS

6 MANAGEMENT DECISION MARKET, BY COMPONENT (Page No. - 90)
    6.1 INTRODUCTION
           6.1.1 COMPONENTS: MARKET DRIVERS
           6.1.2 COMPONENTS: COVID-19 IMPACT
                    FIGURE 40 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
                    TABLE 7 MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                    TABLE 8 MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                    TABLE 9 COMPONENT: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 10 COMPONENT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    6.2 SOFTWARE
           TABLE 11 SOFTWARE: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 12 SOFTWARE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    6.3 SERVICES
           FIGURE 41 CONSULTING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
           TABLE 13 MANAGEMENT DECISION MARKET SIZE, BY SERVICES, 2015–2020 (USD MILLION)
           TABLE 14 MARKET SIZE, BY SERVICES, 2021–2026 (USD MILLION)
           TABLE 15 SERVICES: MARKET SIZE, BY REGION,  2015–2020 (USD MILLION)
           TABLE 16 SERVICES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
           6.3.1 DEPLOYMENT AND INTEGRATION
                    TABLE 17 DEPLOYMENT AND INTEGRATION: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 18 DEPLOYMENT AND INTEGRATION: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
           6.3.2 SUPPORT AND MAINTENANCE
                    TABLE 19 SUPPORT AND MAINTENANCE: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 20 SUPPORT AND MAINTENANCE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
           6.3.3 CONSULTING
                    TABLE 21 CONSULTING: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 22 CONSULTING: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

7 MANAGEMENT DECISION MARKET, BY FUNCTION (Page No. - 100)
    7.1 INTRODUCTION
           7.1.1 FUNCTION: MARKET DRIVERS
           7.1.2 FUNCTION: COVID-19 IMPACT
                    FIGURE 42 FRAUD DETECTION MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
                    TABLE 23 MARKET SIZE, BY FUNCTION, 2015–2020 (USD MILLION)
                    TABLE 24 MARKET SIZE, BY FUNCTION, 2021–2026 (USD MILLION)
                    TABLE 25 FUNCTION: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 26 FUNCTION: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.2 COLLECTION MANAGEMENT
           TABLE 27 COLLECTION MANAGEMENT: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 28 COLLECTION MANAGEMENT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.3 CUSTOMER EXPERIENCE MANAGEMENT
           TABLE 29 CUSTOMER EXPERIENCE MANAGEMENT: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 30 CUSTOMER EXPERIENCE MANAGEMENT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.4 FRAUD DETECTION MANAGEMENT
           TABLE 31 FRAUD DETECTION MANAGEMENT: MANAGEMENT DECISION MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 32 FRAUD DETECTION MANAGEMENT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.5 PRICING OPTIMIZATION
           TABLE 33 PRICING OPTIMIZATION: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 34 PRICING OPTIMIZATION: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.6 CREDIT RISK MANAGEMENT
           TABLE 35 CREDIT RISK MANAGEMENT: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 36 CREDIT RISK MANAGEMENT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    7.7 OTHER FUNCTIONS
           TABLE 37 OTHER FUNCTIONS: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 38 OTHER FUNCTIONS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

8 MANAGEMENT DECISION MARKET, BY DEPLOYMENT MODE (Page No. - 111)
    8.1 INTRODUCTION
           8.1.1 DEPLOYMENT MODE: MARKET DRIVERS
           8.1.2 DEPLOYMENT MODE: COVID-19 IMPACT
                    FIGURE 43 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
                    TABLE 39 MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                    TABLE 40 MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                    TABLE 41 DEPLOYMENT MODE: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 42 DEPLOYMENT MODE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    8.2 CLOUD
           TABLE 43 CLOUD: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 44 CLOUD: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    8.3 ON-PREMISES
           TABLE 45 ON-PREMISES: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 46 ON-PREMISES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

9 MANAGEMENT DECISION MARKET, BY ORGANIZATION SIZE (Page No. - 117)
    9.1 INTRODUCTION
           9.1.1 ORGANIZATION SIZE: MARKET DRIVERS
           9.1.2 ORGANIZATION SIZE: COVID-19 IMPACT
                    FIGURE 44 SMES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
                    TABLE 47 MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                    TABLE 48 MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                    TABLE 49 ORGANIZATION SIZE: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                    TABLE 50 ORGANIZATION SIZE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    9.2 LARGE ENTERPRISES
           TABLE 51 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 52 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
    9.3 SMALL AND MEDIUM-SIZED ENTERPRISES
           TABLE 53 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
           TABLE 54 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

10 MANAGEMENT DECISION MARKET, BY VERTICAL (Page No. - 123)
     10.1 INTRODUCTION
             10.1.1 VERTICALS: MARKET DRIVERS
             10.1.2 VERTICALS: COVID-19 IMPACT
                       FIGURE 45 ENERGY AND UTILITIES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
                       TABLE 55 MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
                       TABLE 56 MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                       TABLE 57 VERTICAL: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 58 VERTICAL: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
             10.2.1 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET DRIVERS
                       TABLE 59 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 60 BANKING, FINANCIAL SERVICES, AND INSURANCE: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.3 RETAIL AND CONSUMER GOODS
             10.3.1 RETAIL AND CONSUMER GOODS: MANAGEMENT DECISION MARKET DRIVERS
                       TABLE 61 RETAIL AND CONSUMER GOODS: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 62 RETAIL AND CONSUMER GOODS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.4 TELECOM AND IT
             10.4.1 TELECOM AND IT: MARKET DRIVERS
                       TABLE 63 TELECOM AND IT: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 64 TELECOM AND IT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.5 HEALTHCARE AND LIFE SCIENCES
             10.5.1 HEALTHCARE AND LIFE SCIENCES: MARKET DRIVERS
                       TABLE 65 HEALTHCARE AND LIFE SCIENCES: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 66 HEALTHCARE AND LIFE SCIENCES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.6 MANUFACTURING
             10.6.1 MANUFACTURING: MANAGEMENT DECISION MARKET DRIVERS
                       TABLE 67 MANUFACTURING: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 68 MANUFACTURING: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.7 GOVERNMENT
             10.7.1 GOVERNMENT: MARKET DRIVERS
                       TABLE 69 GOVERNMENT: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 70 GOVERNMENT: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.8 TRANSPORTATION AND LOGISTICS
             10.8.1 TRANSPORTATION AND LOGISTICS: MARKET DRIVERS
                       TABLE 71 TRANSPORTATION AND LOGISTICS: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 72 TRANSPORTATION AND LOGISTICS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.9 ENERGY AND UTILITIES
             10.9.1 ENERGY AND UTILITIES: MARKET DRIVERS
                       TABLE 73 ENERGY AND UTILITIES: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
                       TABLE 74 ENERGY AND UTILITIES: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     10.10 OTHERS
               TABLE 75 OTHER VERTICALS: MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
               TABLE 76 OTHER VERTICALS: MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)

11 MANAGEMENT DECISION MARKET, BY REGION (Page No. - 140)
     11.1 INTRODUCTION
               FIGURE 46 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
               FIGURE 47 JAPAN TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD
               FIGURE 48 ASIA PACIFIC: THE NEW HOTSPOT FOR INVESTMENTS DURING THE FORECAST PERIOD.
               TABLE 77 MARKET SIZE, BY REGION, 2015–2020 (USD MILLION)
               TABLE 78 MARKET SIZE, BY REGION, 2021–2026 (USD MILLION)
     11.2 NORTH AMERICA
             11.2.1 NORTH AMERICA: MARKET DRIVERS
             11.2.2 NORTH AMERICA: COVID-19 IMPACT
             11.2.3 NORTH AMERICA: REGULATORY LANDSCAPE
                       FIGURE 49 NORTH AMERICA: MARKET SNAPSHOT
                       FIGURE 50 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD IN NORTH AMERICA
                       TABLE 79 NORTH AMERICA: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 80 NORTH AMERICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 81 NORTH AMERICA: MARKET SIZE, BY FUNCTION, 2015–2020 (USD MILLION)
                       TABLE 82 NORTH AMERICA: MARKET SIZE, BY FUNCTION, 2021–2026 (USD MILLION)
                       TABLE 83 NORTH AMERICA: MARKET SIZE, BY SERVICES, 2015–2020 (USD MILLION)
                       TABLE 84 NORTH AMERICA: MARKET SIZE, BY SERVICES, 2021–2026 (USD MILLION)
                       TABLE 85 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 86 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 87 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 88 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                       TABLE 89 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
                       TABLE 90 NORTH AMERICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                       FIGURE 51 NORTH AMERICA: COUNTRY-WISE ANALYSIS
                       TABLE 91 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)
                       TABLE 92 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.2.4 UNITED STATES
                       TABLE 93 UNITED STATES: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 94 UNITED STATES: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 95 UNITED STATES: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 96 UNITED STATES: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 97 UNITED STATES: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 98 UNITED STATES: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.2.5 CANADA
                       TABLE 99 CANADA: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 100 CANADA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 101 CANADA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 102 CANADA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 103 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 104 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
     11.3 EUROPE
             11.3.1 EUROPE: MARKET DRIVERS
             11.3.2 EUROPE: COVID-19 IMPACT
             11.3.3 EUROPE: REGULATORY LANDSCAPE
                       FIGURE 52 THE SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD IN EUROPE
                       TABLE 105 EUROPE: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 106 EUROPE: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 107 EUROPE: MARKET SIZE, BY FUNCTION, 2015–2020 (USD MILLION)
                       TABLE 108 EUROPE: MARKET SIZE, BY FUNCTION, 2021–2026 (USD MILLION)
                       TABLE 109 EUROPE: MARKET SIZE, BY SERVICES, 2015–2020 (USD MILLION)
                       TABLE 110 EUROPE: MARKET SIZE, BY SERVICES, 2021–2026 (USD MILLION)
                       TABLE 111 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 112 EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 113 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 114 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                       TABLE 115 EUROPE: MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
                       TABLE 116 EUROPE: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                       FIGURE 53 EUROPE: COUNTRY-WISE ANALYSIS
                       TABLE 117 EUROPE: MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)
                       TABLE 118 EUROPE: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.3.4 UNITED KINGDOM
                       TABLE 119 UNITED KINGDOM: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 120 UNITED KINGDOM: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 121 UNITED KINGDOM: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 122 UNITED KINGDOM: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 123 UNITED KINGDOM: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 124 UNITED KINGDOM: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.3.5 GERMANY
                       TABLE 125 GERMANY: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 126 GERMANY: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 127 GERMANY: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 128 GERMANY: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 129 GERMANY: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 130 GERMANY: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.3.6 FRANCE
                       TABLE 131 FRANCE: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 132 FRANCE: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 133 FRANCE: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 134 FRANCE: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 135 FRANCE: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 136 FRANCE: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.3.7 REST OF EUROPE
                       TABLE 137 REST OF EUROPE: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 138 REST OF EUROPE: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 139 REST OF EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 140 REST OF EUROPE: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 141 REST OF EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 142 REST OF EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
     11.4 ASIA PACIFIC
             11.4.1 ASIA PACIFIC: MARKET DRIVERS
             11.4.2 ASIA PACIFIC: COVID-19 IMPACT
             11.4.3 ASIA PACIFIC: REGULATORY LANDSCAPE
                       FIGURE 54 ASIA PACIFIC: MARKET SNAPSHOT
                       FIGURE 55 THE SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD IN ASIA PACIFIC
                       TABLE 143 ASIA PACIFIC: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 144 ASIA PACIFIC: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 145 ASIA PACIFIC: MARKET SIZE, BY FUNCTION, 2015–2020 (USD MILLION)
                       TABLE 146 ASIA PACIFIC: MARKET SIZE, BY FUNCTION, 2021–2026 (USD MILLION)
                       TABLE 147 ASIA PACIFIC: MARKET SIZE, BY SERVICES, 2015–2020 (USD MILLION)
                       TABLE 148 ASIA PACIFIC: MARKET SIZE, BY SERVICES, 2021–2026 (USD MILLION)
                       TABLE 149 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 150 ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 151 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 152 ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                       TABLE 153 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
                       TABLE 154 ASIA PACIFIC: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                       FIGURE 56 ASIA PACIFIC: COUNTRY-WISE ANALYSIS
                       TABLE 155 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)
                       TABLE 156 ASIA PACIFIC: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.4.4 CHINA
                       TABLE 157 CHINA: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 158 CHINA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 159 CHINA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 160 CHINA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 161 CHINA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 162 CHINA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.4.5 JAPAN
                       TABLE 163 JAPAN: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 164 JAPAN: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 165 JAPAN: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 166 JAPAN: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 167 JAPAN: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 168 JAPAN: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.4.6 AUSTRALIA AND NEW ZEALAND
                       TABLE 169 AUSTRALIA AND NEW ZEALAND: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 170 AUSTRALIA AND NEW ZEALAND: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 171 AUSTRALIA AND NEW ZEALAND: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 172 AUSTRALIA AND NEW ZEALAND: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 173 AUSTRALIA AND NEW ZEALAND: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 174 AUSTRALIA AND NEW ZEALAND: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.4.7 REST OF ASIA PACIFIC
                       TABLE 175 REST OF ASIA PACIFIC: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 176 REST OF ASIA PACIFIC: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 177 REST OF ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 178 REST OF ASIA PACIFIC: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 179 REST OF ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 180 REST OF ASIA PACIFIC: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
     11.5 MIDDLE EAST AND AFRICA
             11.5.1 MIDDLE EAST AND AFRICA: MARKET DRIVERS
             11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
             11.5.3 MIDDLE EAST AND AFRICA: REGULATORY LANDSCAPE
                       FIGURE 57 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD IN THE MIDDLE EAST AND AFRICA
                       TABLE 181 MIDDLE EAST AND AFRICA: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 182 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 183 MIDDLE EAST AND AFRICA: MARKET SIZE, BY FUNCTION, 2015–2020 (USD MILLION)
                       TABLE 184 MIDDLE EAST AND AFRICA: MARKET SIZE, BY FUNCTION, 2021–2026 (USD MILLION)
                       TABLE 185 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICES, 2015–2020 (USD MILLION)
                       TABLE 186 MIDDLE EAST AND AFRICA: MARKET SIZE, BY SERVICES, 2021–2026 (USD MILLION)
                       TABLE 187 MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 188 MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 189 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 190 MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                       TABLE 191 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
                       TABLE 192 MIDDLE EAST AND AFRICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                       TABLE 193 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)
                       TABLE 194 MIDDLE EAST AND AFRICA: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.5.4 KINGDOM OF SAUDI ARABIA
                       TABLE 195 KINGDOM OF SAUDI ARABIA: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 196 KINGDOM OF SAUDI ARABIA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 197 KINGDOM OF SAUDI ARABIA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 198 KINGDOM OF SAUDI ARABIA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 199 KINGDOM OF SAUDI ARABIA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 200 KINGDOM OF SAUDI ARABIA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.5.5 UNITED ARAB EMIRATES
                       TABLE 201 UNITED ARAB EMIRATES: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 202 UNITED ARAB EMIRATES: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 203 UNITED ARAB EMIRATES: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 204 UNITED ARAB EMIRATES: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 205 UNITED ARAB EMIRATES: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 206 UNITED ARAB EMIRATES: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.5.6 SOUTH AFRICA
                       TABLE 207 SOUTH AFRICA: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 208 SOUTH AFRICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 209 SOUTH AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 210 SOUTH AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 211 SOUTH AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 212 SOUTH AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.5.7 REST OF MIDDLE EAST AND AFRICA
                       TABLE 213 REST OF MIDDLE EAST AND AFRICA: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 214 REST OF MIDDLE EAST AND AFRICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 215 REST OF MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 216 REST OF MIDDLE EAST AND AFRICA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 217 REST OF MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 218 REST OF MIDDLE EAST AND AFRICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
     11.6 LATIN AMERICA
             11.6.1 LATIN AMERICA: MANAGEMENT DECISION MARKET DRIVERS
             11.6.2 LATIN AMERICA: COVID-19 IMPACT
             11.6.3 LATIN AMERICA: REGULATORY LANDSCAPE
                       FIGURE 58 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD IN LATIN AMERICA
                       TABLE 219 LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 220 LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 221 LATIN AMERICA: MARKET SIZE, BY FUNCTION, 2015–2020 (USD MILLION)
                       TABLE 222 LATIN AMERICA: MARKET SIZE, BY FUNCTION, 2021–2026 (USD MILLION)
                       TABLE 223 LATIN AMERICA: MARKET SIZE, BY SERVICES, 2015–2020 (USD MILLION)
                       TABLE 224 LATIN AMERICA: MARKET SIZE, BY SERVICES, 2021–2026 (USD MILLION)
                       TABLE 225 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 226 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 227 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 228 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
                       TABLE 229 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
                       TABLE 230 LATIN AMERICA: MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)
                       TABLE 231 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2015–2020 (USD MILLION)
                       TABLE 232 LATIN AMERICA: MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION)
             11.6.4 BRAZIL
                       TABLE 233 BRAZIL: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 234 BRAZIL: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 235 BRAZIL: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 236 BRAZIL: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 237 BRAZIL: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 238 BRAZIL: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.6.5 MEXICO
                       TABLE 239 MEXICO: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 240 MEXICO: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 241 MEXICO: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 242 MEXICO: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 243 MEXICO: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 244 MEXICO: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
             11.6.6 REST OF LATIN AMERICA
                       TABLE 245 REST OF LATIN AMERICA: MANAGEMENT DECISION MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
                       TABLE 246 REST OF LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
                       TABLE 247 REST OF LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2015–2020 (USD MILLION)
                       TABLE 248 REST OF LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION)
                       TABLE 249 REST OF LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
                       TABLE 250 REST OF LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)

12 COMPETITIVE LANDSCAPE (Page No. - 213)
     12.1 INTRODUCTION
     12.2 MARKET SHARE OF TOP VENDORS
               TABLE 251 MANAGEMENT DECISION MARKET: DEGREE OF COMPETITION
               FIGURE 59 COMPANY-WISE SHARE ANALYSIS IN THE MARKET
     12.3 RANKING OF KEY PLAYERS IN THE MARKET, 2021
               FIGURE 60 RANKING OF KEY PLAYERS, 2021
     12.4 KEY PLAYER STRATEGIES/RIGHT TO WIN
             12.4.1 OVERVIEW OF STRATEGIES ADOPTED BY KEY MANAGEMENT DECISION VENDORS
     12.5 HISTORICAL REVENUE ANALYSIS OF TOP VENDORS
               FIGURE 61 HISTORICAL FIVE-YEAR REVENUE ANALYSIS OF LEADING PLAYERS IN THE MANAGEMENT DECISION MARKET, 2016-2020
     12.6 COMPANY EVALUATION QUADRANT, 2021
             12.6.1 DEFINITIONS AND METHODOLOGY
                       TABLE 252 COMPANY EVALUATION QUADRANT: CRITERIA
             12.6.2 STAR
             12.6.3 EMERGING LEADER
             12.6.4 PERVASIVE
             12.6.5 PARTICIPANT
                       FIGURE 62 MANAGEMENT DECISION MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021
                       TABLE 253 COMPANY PRODUCT FOOTPRINT
                       TABLE 254 COMPANY INDUSTRY FOOTPRINT
                       TABLE 255 COMPANY REGION FOOTPRINT
     12.7 SMES/STARTUP EVALUATION QUADRANT
             12.7.1 DEFINITIONS AND METHODOLOGY
                       TABLE 256 SME EVALUATION QUADRANT: CRITERIA
             12.7.2 PROGRESSIVE COMPANIES
             12.7.3 RESPONSIVE COMPANIES
             12.7.4 DYNAMIC COMPANIES
             12.7.5 STARTING BLOCKS
                       FIGURE 63 MANAGEMENT DECISION MARKET (GLOBAL): STARTUP/SME EVALUATION QUADRANT, 2021
     12.8 COMPETITIVE SCENARIO
               TABLE 257 MARKET: NEW LAUNCHES, APRIL 2019 - JUNE 2021
               TABLE 258 MARKET: DEALS, MAY 2020 - SEPTEMBER 2021

13 COMPANY PROFILES (Page No. - 226)
     13.1 MAJOR PLAYERS
(Business Overview, Products & Services, Key Insights, Recent Developments, MnM View)*
             13.1.1 IBM
                       TABLE 259 IBM: BUSINESS OVERVIEW
                       FIGURE 64 IBM: COMPANY SNAPSHOT
                       TABLE 260 IBM: PRODUCT AND SERVICE OFFERINGS
                       TABLE 261 IBM: NEW LAUNCHES
                       TABLE 262 IBM: DEALS
             13.1.2 FICO
                       TABLE 263 FICO: BUSINESS OVERVIEW
                       FIGURE 65 FICO: COMPANY SNAPSHOT
                       TABLE 264 FICO: PRODUCT AND SERVICE OFFERINGS
                       TABLE 265 FICO: NEW LAUNCHES
                       TABLE 266 FICO: DEALS
             13.1.3 SAS
                       TABLE 267 SAS: BUSINESS OVERVIEW
                       TABLE 268 SAS: PRODUCT AND SERVICE OFFERINGS
                       TABLE 269 SAS: NEW LAUNCHES
                       TABLE 270 SAS: DEALS
             13.1.4 ORACLE
                       TABLE 271 ORACLE: BUSINESS OVERVIEW
                       FIGURE 66 ORACLE: COMPANY SNAPSHOT
                       TABLE 272 ORACLE: PRODUCT AND SERVICE OFFERINGS
                       TABLE 273 ORACLE: NEW LAUNCHES
             13.1.5 PEGASYSTEMS
                       TABLE 274 PEGASYSTEMS: BUSINESS OVERVIEW
                       FIGURE 67 PEGASYSTEMS: COMPANY SNAPSHOT
                       TABLE 275 PEGASYSTEMS: PRODUCT AND SERVICE OFFERINGS
                       TABLE 276 PEGASYSTEMS: NEW LAUNCHES
                       TABLE 277 PEGASYSTEMS: DEALS
             13.1.6 TIBCO SOFTWARE
                       TABLE 278 TIBCO SOFTWARE: BUSINESS OVERVIEW
                       TABLE 279 TIBCO SOFTWARE: PRODUCT AND SERVICE OFFERINGS
                       TABLE 280 TIBCO SOFTWARE: NEW LAUNCHES
                       TABLE 281 TIBCO SOFTWARE: DEALS
             13.1.7 SAPIENS INTERNATIONAL CORPORATION
                       TABLE 282 SAPIENS INTERNATIONAL CORPORATION: BUSINESS OVERVIEW
                       FIGURE 68 SAPIENS INTERNATIONAL CORPORATION: COMPANY SNAPSHOT
                       TABLE 283 SAPIENS INTERNATIONAL CORPORATION: PRODUCT AND SERVICE OFFERINGS
                       TABLE 284 SAPIENS INTERNATIONAL CORPORATION: NEW LAUNCHES
                       TABLE 285 SAPIENS INTERNATIONAL CORPORATION: DEALS
             13.1.8 EXPERIAN
                       TABLE 286 EXPERIAN: BUSINESS OVERVIEW
                       FIGURE 69 EXPERIAN: COMPANY SNAPSHOT
                       TABLE 287 EXPERIAN: PRODUCT AND SERVICE OFFERINGS
                       TABLE 288 EXPERIAN: NEW LAUNCHES
                       TABLE 289 EXPERIAN: DEALS
             13.1.9 EQUIFAX
                       TABLE 290 EQUIFAX: BUSINESS OVERVIEW
                       FIGURE 70 EQUIFAX: COMPANY SNAPSHOT
                       TABLE 291 EQUIFAX: PRODUCT AND SERVICE OFFERINGS
                       TABLE 292 EQUIFAX: NEW LAUNCHES
                       TABLE 293 EQUIFAX: DEALS
             13.1.10 ACTICO
                       TABLE 294 ACTICO: BUSINESS OVERVIEW
                       TABLE 295 ACTICO: PRODUCT AND SERVICE OFFERINGS
                       TABLE 296 ACTICO: NEW LAUNCHES
                       TABLE 297 ACTICO: DEALS
*Details on Business Overview, Products & Services, Key Insights, Recent Developments, MnM View might not be captured in case of unlisted companies.
     13.2 OTHER VENDORS
             13.2.1 PARMENIDES
             13.2.2 DECISION MANAGEMENT SOLUTIONS
             13.2.3 OPENRULES
             13.2.4 SPARKLING LOGIC
             13.2.5 SCORTO
             13.2.6 RAPIDGEN
             13.2.7 PROGRESS
             13.2.8 INRULE
             13.2.9 CRIF
               13.2.10 DECISIONS
     13.3 SME/START-UPS
             13.3.1 ENOVA DECISIONS
             13.3.2 FLEXRULE
             13.3.3 RULEX
             13.3.4 SEON
             13.3.5 DECISIMO

14 ADJACENT MARKET (Page No. - 273)
     14.1 INTRODUCTION TO ADJACENT MARKETS
               TABLE 298 ADJACENT MARKETS AND FORECASTS
     14.2 LIMITATIONS
     14.3 BUSINESS RULE MANAGEMENT SYSTEMS MARKET
               TABLE 299 BUSINESS RULES MANAGEMENT SYSTEM MARKET SIZE, BY COMPONENT, 2015–2019 (USD THOUSAND)
               TABLE 300 BUSINESS RULES MANAGEMENT SYSTEM MARKET SIZE, BY COMPONENT, 2020–2025 (USD THOUSAND)
               TABLE 301 BUSINESS RULES MANAGEMENT SYSTEM MARKET SIZE, BY ORGANIZATION SIZE, 2015–2019 (USD THOUSAND)
               TABLE 302 BUSINESS RULES MANAGEMENT SYSTEM MARKET SIZE, BY ORGANIZATION SIZE, 2020–2025 (USD THOUSAND)
               TABLE 303 BUSINESS RULES MANAGEMENT SYSTEM MARKET SIZE, BY DEPLOYMENT TYPE, 2015–2019 (USD THOUSAND)
               TABLE 304 BUSINESS RULES MANAGEMENT SYSTEM MARKET SIZE, BY DEPLOYMENT TYPE, 2020–2025 (USD THOUSAND)
               TABLE 305 BUSINESS RULES MANAGEMENT SYSTEM MARKET SIZE, BY VERTICAL, 2015–2019 (USD THOUSAND)
               TABLE 306 BUSINESS RULES MANAGEMENT SYSTEM MARKET SIZE, BY VERTICAL, 2020–2025 (USD THOUSAND)
     14.4 CUSTOMER EXPERIENCE MANAGEMENT MARKET
               TABLE 307 CUSTOMER EXPERIENCE MANAGEMENT MARKET SIZE, BY COMPONENT, 2015–2020 (USD MILLION)
               TABLE 308 CUSTOMER EXPERIENCE MANAGEMENT MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION)
               TABLE 309 CUSTOMER EXPERIENCE MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2015–2020 (USD MILLION)
               TABLE 310 CUSTOMER EXPERIENCE MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2021–2026 (USD MILLION)
               TABLE 311 CUSTOMER EXPERIENCE MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2015–2020 (USD MILLION)
               TABLE 312 CUSTOMER EXPERIENCE MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION)
               TABLE 313 CUSTOMER EXPERIENCE MANAGEMENT MARKET SIZE, BY VERTICAL, 2015–2020 (USD MILLION)
               TABLE 314 CUSTOMER EXPERIENCE MANAGEMENT MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION)

15 APPENDIX (Page No. - 280)
     15.1 DISCUSSION GUIDE
     15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     15.3 AVAILABLE CUSTOMIZATIONS
     15.4 RELATED REPORTS
     15.5 AUTHOR DETAILS

The study involved four major activities in estimating the current size of the global Management decision market. Exhaustive secondary research was done to collect information on the market, peer market, and parent market. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain through primary research. Both top-down and bottom-up approaches were employed to estimate the total market size. After that, the market breakup and data triangulation techniques were used to estimate the market size of segments and subsegments.

Secondary Research

In the secondary research process, various secondary sources, such as Bloomberg and BusinessWeek, have been referred to identify and collect information for this study. The secondary sources included annual reports, press releases, and investor presentations of companies; white papers; and journals, such as Linux Journal and Container Journal, and articles from recognized authors, directories, and databases.

Primary Research

Various primary sources from both supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side included industry experts, such as Chief Executive Officers (CEOs), Chief Marketing Officers (CMO), Vice Presidents (VPs), Managing Directors (MDs), technology and innovation directors, and related key executives from various key companies and organizations operating in the management decision market along with the associated service providers, and system integrators operating in the targeted regions. All possible parameters that affect the market covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. Following is the breakup of primary respondents.

Management Decision Market  Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

For making market estimates and forecasting the management decision market, and other dependent submarkets, the top-down and bottom-up approaches were used. The bottom-up procedure was used to arrive at the overall market size of the global market using key companies’ revenue and their offerings in the market. The research methodology used to estimate the market size includes the following:

  • The key players in the management decision market have been identified through extensive secondary research.
  • The market size, in terms of value, has been determined through primary and secondary research processes.
  • All percentage shares, splits, and breakups have been determined using secondary sources and verified through primary sources.

Data Triangulation

With data triangulation and validation through primary interviews, the exact value of the overall parent market size was determined and confirmed using this study. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Report Objectives

  • To define, describe, and forecast the management decision market based on components, functions, verticals, organization size, deployment models, and regions.
  • To provide detailed information about major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the growth of the market
  • To analyze the impact of COVID-19 on components, functions, verticals, organization size, deployment models, and regions across the globe
  • To analyze the market with respect to individual growth trends, prospects, and contributions to the market
  • To forecast the market size of five main regions: North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America
  • To analyze opportunities in the market for stakeholders by identifying high-growth segments of the management decision market
  • To profile key players in the market and comprehensively analyze their core competencies in each microsegment
  • To analyze key players based on pricing models, technology analysis, and their market shares
  • To analyze competitive developments, such as new product launches, product enhancements, partnerships, and mergers and acquisitions, in the market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of an additional two market players
Management Decision Market Size,  Share & Growth Report
Report Code
TC 6094
Published ON
Nov, 2021
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