Management Decision Market by Offering, Vertical (BFSI, Retail & Consumer Goods, Telecom, IT & ITeS, Healthcare & Lifesciences, Manufacturing, Government, Transportation & Logistics, Energy & Utilities), Application and Region - Global Forecast to 2028

Management Decision Market by Offering, Vertical (BFSI, Retail & Consumer Goods, Telecom, IT & ITeS, Healthcare & Lifesciences, Manufacturing, Government, Transportation & Logistics, Energy & Utilities), Application and Region - Global Forecast to 2028



MarketsandMarkets forecasts that the Management Decision market size is projected to grow from USD 6.2 billion in 2023 to USD 11.4 billion by 2028, at a CAGR of 13.0% during the forecast period. Rising need to improve the quality of decisions and achieve business agility with enhanced effectiveness. In every organization, decision-making has become increasingly intricate and multifaceted. It now encompasses broader considerations with far-reaching impacts across the entire enterprise. Using legacy systems hinders this development and thus requires transformations at the application, platform, and technology levels. Business decision management software assists enterprises in making important strategic, tactical, and operational decisions. This would provide organizations with a competitive market advantage, increase efficiency, and better Return on Investment (RoI) in the coming years.

“By Vertical, Manufacturing segment is expected to grow with the highest CAGR during the forecast period.”

Manufacturing enterprises are facing considerable cyber threats due to the increasing digital transformation in the vertical. Manufacturers are harnessing a new generation of machine-to-machine systems, mobile apps, and cloud-based services. This vertical deploys automation in work processes and integrates real-time systems with business applications to streamline the information flow. Manufacturing companies aim to deliver operational effectiveness and reduce IT equipment cost so that a cost-effective infrastructure can be delivered. The industry is expected to witness a demand for management decision software to improve its performance with minimum investments in IT infrastructure.

“By Offering, the software segment is expected to hold the largest market size during the forecast period.”

The report has considered management decision software as a standalone and integrated software platform or suite. Software used in management decision-making encompasses a variety of tools. Business Intelligence (BI) software offers data analysis and visualization, while analytics platforms provide insights from large datasets. Decision Support Systems (DSS) combine data analysis with models, aiding complex choices. The software enables enterprises to automate repeatable operational decisions, improve the quality of decisions, ensure the consistency of decisions, and rapidly adjust and improve decisions over time.

“Asia Pacific is expected to grow with the highest CAGR during the forecast period.”

Asia Pacific has a significant technology adoption rate and is expected to record the highest growth rate in the management decision market over the next few years. The rapid growth of the management decision market in the Asia Pacific region can be attributed to the massive growth in business deals and transactions, such as mergers and acquisitions, joint ventures, and fundraising, across all the industry verticals in the region. The rapid expansion of domestic enterprises and infrastructure development are some of the important factors expected to drive the growth of the management decision market in Asia Pacific.

Breakdown of primaries

The study contains insights from various industry experts, from solution vendors to Tier 1 companies. The break-up of the primaries is as follows:

By Company: Tier 1–20%, Tier 2–25%, and Tier 3–55%

By Designation: C-Level Executives–40%, Director Level–33%, and Others–27%

By Region: North America–32%, Europe–38%, APAC–18%, RoW–12%

The major players in the Management Decision market 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). These players have adopted various growth strategies, such as partnerships, agreements and collaborations, new product launches, product enhancements, and acquisitions to expand their footprint in the Management Decision market.

Research Coverage

The report segments the global management decision market by component into two categories: software and services. By function, the management decision market is divided into three major categories: credit risk management, collection management, and customer experience management. By vertical, the management decision market has been classified into BFSI, IT and telecom, manufacturing, retail and consumer goods, government, healthcare and life sciences, energy and utilities, transportation and logistics, and other verticals (education, media, and entertainment). The market has been segmented by region into North America, Europe, APAC, MEA, and Latin America.

Key benefits of the report

The report would help the market leaders/new entrants with information on the closest approximations of the revenue numbers for the overall management decision market and the subsegments. This report would help stakeholders understand the competitive landscape and gain insights to position their businesses better and plan suitable go-to-market strategies. The report would help stakeholders understand the market’s pulse and provide them with information on the key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (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, Reduced dependency on IT teams for writing business rules, Compelling need to manage regulatory and compliance standards, Increasing integration of AI to automate decision making process), restraints (Resistance of the middle management to adopt business decision management software, Companies' resistance on adopting modern technologies to reduce machine dependency, wrong information, and limited skills), opportunities (Rising trend of automation and intelligence decisioning, Increasing focus of companies on data–driven decision–making, Growing inclination of organizations towards decision–making with predictive analytics), and challenges (Lack of documentation on business rules for decision management, Lack of skilled workforce and poor management in creating user adoption process) influencing the growth of the Management Decision market.

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the Management Decision market.

Market Development: Comprehensive information about lucrative markets – the report analyses the Management Decision market across varied regions.

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the Management Decision market.

Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like 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).


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • STUDY SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
    • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATES, 2020-2022
    • STAKEHOLDERS
    • RECESSION IMPACT
    • SUMMARY OF CHANGES
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
    • DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
    • RESEARCH ASSUMPTIONS
    • LIMITATIONS AND RISK ASSESSMENT
    • RECESSION IMPACT ANALYSIS
  • EXECUTIVE SUMMARY
  • PREMIUMINSIGHTS
    • ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN MANAGEMENT DECISION MARKET
    • NORTH AMERICA: MANAGEMENT DECISION MARKET, BY OFFERING AND KEY VERTICAL
    • ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY OFFERING AND KEY VERTICAL
    • EUROPE: MANAGEMENT DECISION MARKET, BY OFFERING AND KEY VERTICAL
    • MANAGEMENT DECISION MARKET: GEOGRAPHICAL SNAPSHOT
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • HISTORY OF MANAGEMENT DECISION MARKET
      • EARLY APPROACH
      • SCIENTIFIC MANAGEMENT
      • ADMINISTRATIVE MANAGEMENT
      • DECISION SUPPORT SYSTEMS
      • MANAGEMENT INFORMATION SYSTEMS
      • ENTERPRISE RESOURCE PLANNING
      • INTEGRATED DECISION SUPPORT
    • ECOSYSTEM ANALYSIS
      • SOLUTION PROVIDERS
      • SERVICE PROVIDERS
      • SYSTEM INTEGRATORS
      • DATA SOURCES AND PARTNERS
      • TECHNOLOGY & CLOUD INFRASTRUCTURE PROVIDERS
      • END USERS
        • Table ROLE OF PLAYERS IN MARKET ECOSYSTEM
    • CASE STUDY ANALYSIS
      • MERCURY INSURANCE ADOPTED FICO’S MANAGEMENT DECISION SOLUTIONS TO ACCELERATE UNDERWRITING PROCESS
      • ABBVIE ADOPTED PEGASYSTEM’S MANAGEMENT DECISION SOLUTIONS TO ENHANCE CUSTOMER EXPERIENCE
      • SÜDLEASING USED ACTICO’S CREDIT RISK MANAGEMENT PLATFORM TO ACHIEVE EFFICIENT CREDIT DECISION
      • BAJAJ FINANCE EMPLOYED ACTICO’S RULES TO ACHIEVE SIGNIFICANT IMPROVEMENT IN BUSINESS PROCESSES
      • T-MOBILE ADOPTED PEGASYSTEM’S SOLUTIONS TO ESTABLISH TEAM OF EXPERTS TO HANDLE CUSTOMER ISSUES
    • VALUE CHAIN ANALYSIS
    • PATENT ANALYSIS
      • Table PATENTS FILED, 2018-2023
      • Table TOP 10 PATENT OWNERS IN MANAGEMENT DECISION MARKET, 2018-2023
      • Table LIST OF PATENTS GRANTED, 2018-2023
    • TRENDS AND DISRUPTIONS IMPACTING BUYERS
    • PORTER’S FIVE FORCES ANALYSIS
      • Table PORTER’S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • REGULATORY LANDSCAPE
      • Table NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • Table EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • Table ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • Table MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • Table LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
      • GENERAL DATA PROTECTION REGULATION
      • INTERNATIONAL ORGANIZATION FOR STANDARDIZATION (ISO)/INTERNATIONAL ELECTROTECHNICAL COMMISSION (IEC) STANDARDS
      • CLOUD SECURITY ALLIANCE (CSA)
      • HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT, 1996
      • FEDERAL FINANCIAL INSTITUTIONS EXAMINATION COUNCIL (FFIEC)
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS
      • BUYING CRITERIA
        • Table BUYING CRITERIA, BY KEY VERTICAL
    • TECHNOLOGY ANALYSIS
      • CLOUD/SOFTWARE-AS-A-SERVICE
      • ARTIFICIAL INTELLIGENCE
      • MACHINE LEARNING
      • ROBOTIC PROCESS AUTOMATION
      • IOT
    • PRICING ANALYSIS
      • AVERAGE SELLING PRICE OF MAJOR OFFERINGS, BY KEY PLAYER
        • Table PRICING MODELS AND INDICATIVE PRICE POINTS, 2022-2023
    • KEY CONFERENCES & EVENTS
      • Table KEY CONFERENCES & EVENTS, 2023-2024
    • BEST PRACTICES IN MANAGEMENT DECISION MARKET
    • FUTURE DIRECTION OF MANAGEMENT DECISION MARKET
      • MANAGEMENT DECISION MARKET ROADMAP
  • MANAGEMENT DECISION MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERINGS: MANAGEMENT DECISION MARKET DRIVERS
        • Table MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • SOFTWARE
      • GROWING DEMAND FOR COST-EFFECTIVE MANAGEMENT DECISION SOLUTIONS TO DRIVE MARKET
        • Table SOFTWARE: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table SOFTWARE: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • STANDALONE
      • INTEGRATED
    • SERVICES
      • FOCUS ON DEPLOYING RIGHT SOLUTIONS TO IMPROVE OPERATIONAL EFFICIENCY TO BOOST GROWTH
        • Table SERVICES: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table SERVICES: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table MANAGEMENT DECISION MARKET, BY SERVICE, 2018-2022 (USD MILLION)
        • Table MANAGEMENT DECISION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
      • DEPLOYMENT & INTEGRATION
      • SUPPORT & MAINTENANCE
      • CONSULTING
  • MANAGEMENT DECISION MARKET, BY APPLICATION
    • INTRODUCTION
      • APPLICATIONS: MANAGEMENT DECISION MARKET DRIVERS
        • Table MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • COLLECTION MANAGEMENT
      • Need for companies to manage and track customer debt to propel growth
        • Table COLLECTION MANAGEMENT: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table COLLECTION MANAGEMENT: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • CUSTOMER EXPERIENCE MANAGEMENT
      • GROWING EMPHASIS ON UNDERSTANDING CUSTOMER EXPECTATIONS AND IMPROVING SERVICES TO PROPEL MARKET
        • Table CUSTOMER EXPERIENCE MANAGEMENT: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table CUSTOMER EXPERIENCE MANAGEMENT: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • FRAUD DETECTION MANAGEMENT
      • GLOBAL RISE IN INCIDENTS OF FRAUD TO DRIVE USE OF FRAUD DETECTION MANAGEMENT SOLUTIONS
        • Table FRAUD DETECTION MANAGEMENT: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table FRAUD DETECTION MANAGEMENT: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • PRICING OPTIMIZATION
      • RISING FOCUS ON ENHANCING CROSS-BORDER SALES ACROSS MULTIPLE GEOGRAPHIES TO ENCOURAGE MARKET EXPANSION
        • Table PRICING OPTIMIZATION: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table PRICING OPTIMIZATION: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • CREDIT RISK MANAGEMENT
      • RISING DEMAND FOR ROBUST CREDIT RISK MANAGEMENT STRATEGIES TO DRIVE MARKET
        • Table CREDIT RISK MANAGEMENT: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table CREDIT RISK MANAGEMENT: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • OTHER APPLICATIONS
      • Table OTHER APPLICATIONS: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
      • Table OTHER APPLICATIONS: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • MANAGEMENT DECISION MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICALS: MANAGEMENT DECISION MARKET DRIVERS
        • Table MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI)
      • RAPID DIGITAL TRANSFORMATION AND CHANGING REGULATORY REQUIREMENTS TO DRIVE POPULARITY OF MANAGEMENT DECISION SOLUTIONS IN BFSI SECTOR
        • Table BFSI: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table BFSI: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • BFSI: MANAGEMENT DECISION MARKET USE CASES
    • RETAIL & CONSUMER GOODS
      • GROWING NEED TO MANAGE ENORMOUS VOLUME OF CUSTOMER DATA AND INVENTORY TO BOOST MARKET
        • Table RETAIL & CONSUMER GOODS: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table RETAIL & CONSUMER GOODS: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • RETAIL & CONSUMER GOODS: MANAGEMENT DECISION MARKET USE CASES
    • TELECOM
      • INCREASING FOCUS ON ANALYZING CUSTOMER INTERACTIONS TO DRIVE MARKET
        • Table TELECOM: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table TELECOM: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • TELECOM: MANAGEMENT DECISION MARKET USE CASES
    • IT & ITES
      • RAPID AUTOMATION AND RISING NEED TO ESTABLISH EFFECTIVE RISK MANAGEMENT SYSTEMS TO BOOST DEMAND FOR MANAGEMENT DECISION SOLUTIONS
        • Table IT & ITES: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table IT & ITES: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • IT & ITES: MANAGEMENT DECISION MARKET USE CASES
    • HEALTHCARE & LIFE SCIENCES
      • GROWING EMPHASIS ON ENHANCING PATIENT EXPERIENCE TO DRIVE ADOPTION OF MANAGEMENT DECISION SOFTWARE AND SERVICES
        • Table HEALTHCARE & LIFE SCIENCES: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table HEALTHCARE & LIFE SCIENCES: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • HEALTHCARE & LIFE SCIENCES: MANAGEMENT DECISION MARKET USE CASES
    • MANUFACTURING
      • DEMAND TO IMPROVE OPERATIONAL EFFICIENCY AND MANAGE SUPPLY CHAIN TO PROPEL GROWTH
        • Table MANUFACTURING: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table MANUFACTURING: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • MANUFACTURING: MANAGEMENT DECISION MARKET USE CASES
    • GOVERNMENT
      • INCREASING ADOPTION OF TECHNOLOGY IN GOVERNMENT ORGANIZATIONS TO DRIVE MARKET
        • Table GOVERNMENT: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table GOVERNMENT: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • GOVERNMENT: MANAGEMENT DECISION MARKET USE CASES
    • TRANSPORTATION & LOGISTICS
      • RISING DEMAND FOR MANAGEMENT DECISION SOLUTIONS TO OPTIMIZE OPERATIONS TO PROPEL MARKET
        • Table TRANSPORTATION & LOGISTICS: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table TRANSPORTATION & LOGISTICS: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • TRANSFORMATION & LOGISTICS: MANAGEMENT DECISION MARKET USE CASES
    • ENERGY & UTILITIES
      • RISING NEED TO LEVERAGE ADVANCED DECISIONING CAPABILITIES TO DRIVE MARKET
        • Table ENERGY & UTILITIES: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
        • Table ENERGY & UTILITIES: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
      • ENERGY & UTILITIES: MANAGEMENT DECISION MARKET USE CASES
    • OTHER VERTICALS
      • Table OTHER VERTICALS: MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
      • Table OTHER VERTICALS: MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
  • MANAGEMENT DECISION MARKET, BY REGION
    • INTRODUCTION
      • Table MANAGEMENT DECISION MARKET, BY REGION, 2018-2022 (USD MILLION)
      • Table MANAGEMENT DECISION MARKET, BY REGION, 2023-2028 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: MANAGEMENT DECISION MARKET DRIVERS
      • NORTH AMERICA: RECESSION IMPACT
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY SERVICE, 2018-2022 (USD MILLION)
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
        • Table NORTH AMERICA: MANAGEMENT DECISION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • US
        • Table US: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table US: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table US: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table US: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table US: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table US: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • CANADA
        • Table CANADA: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table CANADA: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table CANADA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table CANADA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table CANADA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table CANADA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • EUROPE
      • EUROPE: MANAGEMENT DECISION MARKET DRIVERS
      • EUROPE: RECESSION IMPACT
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY SERVICE, 2018-2022 (USD MILLION)
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
        • Table EUROPE: MANAGEMENT DECISION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • UK
        • Table UK: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table UK: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table UK: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table UK: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table UK: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table UK: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • GERMANY
        • Table GERMANY: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table GERMANY: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table GERMANY: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table GERMANY: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table GERMANY: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table GERMANY: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • FRANCE
      • ITALY
      • SPAIN
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: MANAGEMENT DECISION MARKET DRIVERS
      • ASIA PACIFIC: RECESSION IMPACT
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY SERVICE, 2018-2022 (USD MILLION)
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
        • Table ASIA PACIFIC: MANAGEMENT DECISION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • CHINA
        • Table CHINA: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table CHINA: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table CHINA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table CHINA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table CHINA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table CHINA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • JAPAN
      • INDIA
        • Table INDIA: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table INDIA: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table INDIA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table INDIA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table INDIA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table INDIA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • AUSTRALIA & NEW ZEALAND
      • REST OF ASIA PACIFIC
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET DRIVERS
      • MIDDLE EAST & AFRICA: RECESSION IMPACT
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY SERVICE, 2018-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MANAGEMENT DECISION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • KSA
      • UAE
        • Table UAE: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table UAE: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table UAE: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table UAE: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table UAE: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table UAE: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • SOUTH AFRICA
      • REST OF MIDDLE EAST & AFRICA
    • LATIN AMERICA
      • LATIN AMERICA: MANAGEMENT DECISION MARKET DRIVERS
      • LATIN AMERICA: RECESSION IMPACT
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY SERVICE, 2018-2022 (USD MILLION)
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY SERVICE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY COUNTRY, 2018-2022 (USD MILLION)
        • Table LATIN AMERICA: MANAGEMENT DECISION MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • BRAZIL
        • Table BRAZIL: MANAGEMENT DECISION MARKET, BY OFFERING, 2018-2022 (USD MILLION)
        • Table BRAZIL: MANAGEMENT DECISION MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table BRAZIL: MANAGEMENT DECISION MARKET, BY APPLICATION, 2018-2022 (USD MILLION)
        • Table BRAZIL: MANAGEMENT DECISION MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table BRAZIL: MANAGEMENT DECISION MARKET, BY VERTICAL, 2018-2022 (USD MILLION)
        • Table BRAZIL: MANAGEMENT DECISION MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • MEXICO
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • STRATEGIES ADOPTED BY KEY PLAYERS
      • Table STRATEGIES ADOPTED BY KEY PLAYERS
    • MARKET SHARE ANALYSIS FOR KEY PLAYERS
      • Table MANAGEMENT DECISION MARKET: INTENSITY OF COMPETITIVE RIVALRY
    • RANKING OF KEY PLAYERS
    • COMPANY EVALUATION MATRIX FOR KEY PLAYERS
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
    • COMPANY EVALUATION MATRIX FOR STARTUPS/SMES
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
    • COMPETITIVE BENCHMARKING
      • Table PRODUCT FOOTPRINT WEIGHTAGE
      • Table COMPETITIVE BENCHMARKING, BY OFFERING, APPLICATION, AND REGION
      • Table LIST OF STARTUPS/SMES
    • MANAGEMENT DECISION MARKET: PRODUCT BENCHMARKING
      • PROMINENT MANAGEMENT DECISION SOLUTION PROVIDERS
        • Table COMPARATIVE ANALYSIS OF MANAGEMENT DECISION SOLUTION PROVIDERS
    • VALUATION AND FINANCIAL METRICS OF KEY MANAGEMENT DECISION SOLUTION VENDORS
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES
        • Table PRODUCT LAUNCHES, 2019-2023
      • DEALS
        • Table DEALS, 2019-2023
  • COMPANY PROFILES
    • MAJOR PLAYERS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table IBM: PRODUCT LAUNCHES
        • Table IBM: DEALS
      • FICO
        • Table FICO: BUSINESS OVERVIEW
        • Table FICO: PRODUCT/SOLUTIONS/SERVICES OFFERED
        • Table FICO: PRODUCT LAUNCHES
        • Table FICO: DEALS
      • SAS
        • Table SAS: BUSINESS OVERVIEW
        • Table SAS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SAS: PRODUCT LAUNCHES
        • Table SAS: DEALS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ORACLE: PRODUCT LAUNCHES
        • Table ORACLE: DEALS
      • PEGASYSTEMS
        • Table PEGASYSTEMS: BUSINESS OVERVIEW
        • Table PEGASYSTEMS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table PEGASYSTEMS: PRODUCT LAUNCHES
        • Table PEGASYSTEMS: DEALS
      • TIBCO
        • Table TIBCO: BUSINESS OVERVIEW
        • Table TIBCO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table TIBCO: PRODUCT LAUNCHES
        • Table TIBCO: DEALS
      • SAPIENS INTERNATIONAL CORPORATION
        • Table SAPIENS INTERNATIONAL CORPORATION: BUSINESS OVERVIEW
        • Table SAPIENS INTERNATIONAL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table SAPIENS INTERNATIONAL CORPORATION: PRODUCT LAUNCHES
        • Table SAPIENS INTERNATIONAL CORPORATION: DEALS
        • Table SAPIENS INTERNATIONAL CORPORATION: OTHERS
      • EXPERIAN
        • Table EXPERIAN: BUSINESS OVERVIEW
        • Table EXPERIAN: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table EXPERIAN: PRODUCT LAUNCHES
        • Table EXPERIAN: DEALS
      • EQUIFAX
        • Table EQUIFAX: BUSINESS OVERVIEW
        • Table EQUIFAX: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table EQUIFAX: PRODUCT LAUNCHES
        • Table EQUIFAX: DEALS
      • ACTICO
        • Table ACTICO: BUSINESS OVERVIEW
        • Table ACTICO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ACTICO: PRODUCT LAUNCHES
        • Table ACTICO: DEALS
      • CRIF
      • RAPIDGEN
      • PROGRESS
      • DECISIONS
    • STARTUPS/SMES
      • DECISION MANAGEMENT SOLUTIONS
      • OPENRULES
      • SPARKLING LOGIC
      • SCORTO
      • ENOVA DECISIONS
      • FLEXRULE
      • RULEX
      • SEON
      • DECISIMO
      • INRULE
      • PARMENIDES
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION TO ADJACENT MARKETS
      • Table ADJACENT MARKETS AND FORECASTS
    • LIMITATIONS
    • BUSINESS RULE MANAGEMENT SYSTEMS MARKET
      • Table BUSINESS RULES MANAGEMENT SYSTEMS MARKET, BY COMPONENT, 2015-2019 (USD THOUSAND)
      • Table BUSINESS RULES MANAGEMENT SYSTEMS MARKET, BY COMPONENT, 2020-2025 (USD THOUSAND)
      • Table BUSINESS RULES MANAGEMENT SYSTEMS MARKET, BY ORGANIZATION SIZE, 2015-2019 (USD THOUSAND)
      • Table BUSINESS RULES MANAGEMENT SYSTEMS MARKET, BY ORGANIZATION SIZE, 2020-2025 (USD THOUSAND)
      • Table BUSINESS RULES MANAGEMENT SYSTEMS MARKET, BY DEPLOYMENT TYPE, 2015-2019 (USD THOUSAND)
      • Table BUSINESS RULES MANAGEMENT SYSTEMS MARKET, BY DEPLOYMENT TYPE, 2020-2025 (USD THOUSAND)
      • Table BUSINESS RULES MANAGEMENT SYSTEMS MARKET, BY VERTICAL, 2015-2019 (USD THOUSAND)
      • Table BUSINESS RULES MANAGEMENT SYSTEMS MARKET, BY VERTICAL, 2020-2025 (USD THOUSAND)
    • CUSTOMER EXPERIENCE MANAGEMENT MARKET
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY COMPONENT, 2015-2020 (USD MILLION)
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY COMPONENT, 2021-2026 (USD MILLION)
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2015-2020 (USD MILLION)
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY DEPLOYMENT TYPE, 2021-2026 (USD MILLION)
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2015-2020 (USD MILLION)
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY ORGANIZATION SIZE, 2021-2026 (USD MILLION)
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY VERTICAL, 2015-2020 (USD MILLION)
      • Table CUSTOMER EXPERIENCE MANAGEMENT MARKET, BY VERTICAL, 2021-2026 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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