Decision Intelligence Market by Offering (Platforms, Solutions (Integrated & Standalone), Services), Type (Decision Automation, Decision Augmentation, Decision Support System (DSS)), Business Function, Vertical and Region - Global Forecast to 2030

Decision Intelligence Market by Offering (Platforms, Solutions (Integrated & Standalone), Services), Type (Decision Automation, Decision Augmentation, Decision Support System (DSS)), Business Function, Vertical and Region - Global Forecast to 2030



The global decision intelligence market is valued at USD 13.3 billion in 2024 and is estimated to reach USD 50.1 billion in 2030, registering a CAGR of 24.7% during the forecast period. Decision intelligence integrates data, analytics, and AI to optimize outcomes by evaluating scenarios, weighing potential outcomes, and selecting the best option based on data-driven insights. It improves decision-making efficiency, reduces risks, and increases collaboration by streamlining processes and leveraging advanced analytics. Decision intelligence drives better outcomes in a rapidly evolving business landscape by enhancing decision accuracy, improving operational efficiency through automation, and fostering team collaboration. Embracing decision intelligence methodologies empowers organizations to make informed decisions across various functions, improving agility, innovation, and competitive advantages in today's dynamic business environment.

“By offering, the platform segment is projected to hold the largest market size during the forecast period.”

Platforms are experiencing significant growth in the decision intelligence market, driven by AI integration, automation, and scalable analytics capabilities. These platforms leverage advanced algorithms, machine learning, and natural language processing to extract actionable insights from vast datasets. They enable businesses to streamline decision-making processes, optimize resource allocation, and improve operational efficiency. Cloud-based solutions offer flexibility, scalability, and real-time analytics, empowering organizations to make data-driven decisions swiftly. Integrated dashboards and visualization tools enhance data interpretation, fostering team collaboration and alignment. Platform growth in decision intelligence underscores the importance of agile, data-centric approaches in modern business strategies.

“By type, decision support system is registered to grow at the highest CAGR during the forecast period.”

The adoption of DSS in the decision intelligence market is driven by several key factors. Businesses recognize the importance of data-driven decision-making processes, prompting the need for sophisticated systems that can analyze vast datasets. Technological advancements, particularly in AI, ML, and data analytics, have facilitated the development of these systems, enabling organizations to gain valuable insights for informed decision-making. Additionally, competitive pressures compel companies to make quick and well-informed decisions to maintain their edge in the market. As businesses grow in complexity, decision support systems help manage the increasing number of variables and factors involved in decision-making. Cost reduction is also a significant driver, as DSS can automate processes and minimize errors associated with manual analysis. Furthermore, decision support systems ensure compliance with industry regulations in regulated industries, such as finance and healthcare, by providing evidence-based decision-making processes. Adopting DSS in the decision intelligence market is essential for organizations to stay competitive, make better decisions, and navigate the complexities of today's business landscape effectively.

“Asia Pacific is projected to witness the highest CAGR during the forecast period.”

The Asia-Pacific (APAC) region significantly impacts the Decision Intelligence market through its rapid adoption of advanced analytics, machine learning, and AI technologies. Key industries such as finance, healthcare, and retail leverage data-driven insights to enhance decision-making processes and gain competitive advantages. APAC's growing digital transformation initiatives, coupled with the increasing adoption of cloud computing and big data analytics platforms, fuel the demand for Decision Intelligence solutions. The region's emphasis on optimizing operational efficiencies, improving customer experiences, and achieving business scalability drives substantial investments and innovations in the Decision Intelligence market across diverse sectors.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the decision intelligence market.

By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%

By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%

By Region: North America: 45%, Europe: 20%, Asia Pacific: 30%, RoW: 5%

Major vendors offering decision intelligence solution and services across the globe are IBM (US), Oracle (US), Intel (US), Microsoft (US), Google (US), TCS (INDIA), DOMO(US), Board International (Switzerland), Provenir (New Jersey), Pyramid Analytics (Netherlands), 4CAST(Israel), H20.ai(CA), Remi.AI (Australia), Quantellia (US), Peak.AI (UK), DIWO(US), Cerebra (US), Clarifai (US), FLYR LABS(US), Metaphacts (Germany), Systems Technology Group (US), Paretos(Germany), Course5i(US), Telius (US), Evolution Analytics (US), HyperFinity (UK), Aera Technology (US), Quantexa (UK), Urbint(US), PlanningForce(Belgium), EY(UK).

Research Coverage

The market study covers decision intelligence across segments. It aims at estimating the market size and the growth potential across different segments, such as offering, type, business functions, verticals, and region. It includes an in-depth competitive analysis of the key players in the market, their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for decision intelligence and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (Advent of ML and AI helping various industries to maximize potential of decision intelligence, Increasing need to lower risks associated with human decisions), restraints (Information overload and dependence on decision support systems, Inability to quantify RoI), opportunities (Surge in developments of big data technology for actionable business intelligence, Elimination of mistakes and biases from the decision-making process to boost the adoption of decision intelligence technology), and challenges (Integration of data from data silos, Security of data and concerns on privacy to hinder widespread adoption of decision intelligence) influencing the growth of the decision intelligence market

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

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

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in decision intelligence market strategies; the report also helps stakeholders understand the pulse of the decision intelligence market and provides them with information on key market drivers, restraints, challenges, and opportunities.

Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as IBM (US), Oracle (US), Intel (US), Microsoft (US), Google (US), TCS (INDIA), among others in the decision intelligence market.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS & EXCLUSIONS
    • STUDY SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
    • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATE, 2020-2023
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
      • IMPACT OF RECESSION
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
        • Table PRIMARY INTERVIEWS
    • DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • RESEARCH ASSUMPTIONS
    • LIMITATIONS
    • IMPACT OF RECESSION ON GLOBAL DECISION INTELLIGENCE MARKET
  • EXECUTIVE SUMMARY
    • Table DECISION INTELLIGENCE MARKET AND GROWTH RATE, 2019-2023 (USD MILLION, Y-O-Y)
    • Table DECISION INTELLIGENCE MARKET AND GROWTH RATE, 2024-2030 (USD MILLION, Y-O-Y)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES FOR KEY VENDORS IN DECISION INTELLIGENCE MARKET
    • OVERVIEW OF RECESSION IN DECISION INTELLIGENCE MARKET
    • DECISION INTELLIGENCE MARKET: TOP THREE BUSINESS FUNCTIONS
    • DECISION INTELLIGENCE MARKET, BY OFFERING AND KEY VERTICAL, 2024
    • DECISION INTELLIGENCE MARKET, BY REGION, 2024
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • EVOLUTION
    • ECOSYSTEM ANALYSIS
      • Table ROLE OF PLAYERS IN DECISION INTELLIGENCE MARKET ECOSYSTEM
      • SOLUTION PROVIDERS
      • SERVICE PROVIDERS
      • PLATFORM PROVIDERS
      • END USERS
      • REGULATORY BODIES
    • CASE STUDY ANALYSIS
      • FACULTY AI LEVERAGED AI TO ENHANCE MILITARY CAPABILITIES AND PROTECT CITIZENS
      • BIGBEAR.AI SUPPORTED DOD IN ACHIEVING DECISION ADVANTAGE THROUGH AI-POWERED ANALYTICS
      • HUMANA USED IBM WATSON ASSISTANT TO ADDRESS CUSTOMER QUERIES
      • COCA-COLA USED IBM WATSON SERVICES FOR CORE MACHINE LEARNING TO IDENTIFY EQUIPMENT ISSUES, DIAGNOSE PROBLEMS, AND TROUBLESHOOT REPAIRS
      • FREEANDSINGLE GENERATED 5× MORE VALUE FROM EXISTING USER BASE WITH PEAK.AI
      • PYRAMID ANALYTICS HELPED BROWARD COUNTY AVIATION'S FORT LAUDERDALE-HOLLYWOOD INTERNATIONAL AIRPORT TAKE DECISION INTELLIGENCE TO NEW HEIGHTS
      • CLEARSENSE IMPROVED HEALTHCARE OPERATIONS THROUGH DATA ANALYSIS WITH SMARTVIEW
    • SUPPLY CHAIN ANALYSIS
    • REGULATORY LANDSCAPE
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • 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
    • PATENT ANALYSIS
      • METHODOLOGY
      • PATENTS FILED, BY DOCUMENT TYPE
        • Table PATENTS FILED, 2013-2023
      • INNOVATION AND PATENT APPLICATIONS
      • TOP 10 APPLICANTS IN DECISION INTELLIGENCE MARKET
        • Table TOP 20 PATENT OWNERS IN DECISION INTELLIGENCE MARKET, 2013-2023
        • Table LIST OF PATENTS GRANTED IN DECISION INTELLIGENCE MARKET, 2021-2023
    • TECHNOLOGICAL ANALYSIS
      • KEY TECHNOLOGIES
      • ADJACENT TECHNOLOGIES
      • COMPLEMENTARY TECHNOLOGIES
    • PORTER'S FIVE FORCES ANALYSIS
      • Table DECISION INTELLIGENCE MARKET: PORTER'S FIVE FORCES ANALYSIS
      • THREAT OF NEW ENTRANTS
      • THREAT OF SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • KEY STAKEHOLDERS & BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE VERTICALS
    • TECHNOLOGY ROADMAP OF DECISION INTELLIGENCE MARKET
      • Table SHORT-TERM ROADMAP (UP TO 2027)
      • Table LONG-TERM ROADMAP (UP TO 2030)
    • BUSINESS MODELS OF DECISION INTELLIGENCE MARKET
      • Table BUSINESS MODELS OF DECISION INTELLIGENCE MARKET
    • IMPACT OF DECISION INTELLIGENCE ON ENVIRONMENT, SOCIAL, AND GOVERNANCE INITIATIVES
    • KEY CONFERENCES & EVENTS
      • Table DECISION INTELLIGENCE MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024-2025
    • INVESTMENT AND FUNDING SCENARIO
    • TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
    • PRICING ANALYSIS
      • AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY APPLICATION
        • Table AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY APPLICATION
      • INDICATIVE PRICING ANALYSIS, BY DECISION INTELLIGENCE PLATFORM VENDOR
        • Table DECISION INTELLIGENCE PLATFORM: INDICATIVE PRICING LEVELS OF DECISION INTELLIGENCE PLATFORM, BY OFFERING
  • DECISION INTELLIGENCE MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERINGS: DECISION INTELLIGENCE MARKET DRIVERS
        • Table DECISION INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD MILLION)
    • PLATFORMS
      • PLATFORMS TO OFFER SCALABILITY AND FLEXIBILITY, ADAPT TO GROWING ORGANIZATIONAL NEEDS, AND SUPPORT VARIOUS DEPLOYMENT OPTIONS
        • Table PLATFORMS: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table PLATFORMS: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
    • SOLUTIONS
      • OPTIMIZATION OF RESOURCE ALLOCATION AND NEED TO MAKE INFORMED DECISIONS TO DRIVE MARKET
        • Table SOLUTIONS: DECISION INTELLIGENCE MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
        • Table SOLUTIONS: DECISION INTELLIGENCE MARKET, BY INTEGRATION LEVEL, 2024-2030 (USD MILLION)
      • BY INTEGRATION LEVEL
        • Table INTEGRATED SOLUTIONS: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table INTEGRATED SOLUTIONS: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
        • Table STANDALONE SOLUTIONS: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table STANDALONE SOLUTIONS: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • BY DEPLOYMENT MODE
        • Table SOLUTIONS: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
        • Table SOLUTIONS: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
        • Table ON-PREMISES: DECISION INTELLIGENCE SOLUTIONS MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table ON-PREMISES: DECISION INTELLIGENCE SOLUTIONS MARKET, BY REGION, 2024-2030 (USD MILLION)
        • Table CLOUD: DECISION INTELLIGENCE SOLUTIONS MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table CLOUD: DECISION INTELLIGENCE SOLUTIONS MARKET, BY REGION, 2024-2030 (USD MILLION)
    • SERVICES
      • DECISION INTELLIGENCE SERVICES TO EVALUATE CURRENT PROCESSES, IDENTIFY IMPROVEMENT AREAS, AND DEVISE IMPLEMENTATION STRATEGIES
        • Table DECISION INTELLIGENCE MARKET, BY SERVICE, 2019-2023 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY SERVICE, 2024-2030 (USD MILLION)
        • Table SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • PROFESSIONAL SERVICES
        • Table DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
        • Table PROFESSIONAL SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table PROFESSIONAL SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
        • Table CONSULTING SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table CONSULTING SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
        • Table DEPLOYMENT & INTEGRATION SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table DEPLOYMENT & INTEGRATION SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
        • Table SUPPORT & MAINTENANCE SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table SUPPORT & MAINTENANCE SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • MANAGED SERVICES
        • Table MANAGED SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table MANAGED SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
  • DECISION INTELLIGENCE MARKET, BY TYPE
    • INTRODUCTION
      • TYPES: DECISION INTELLIGENCE MARKET DRIVERS
        • Table DECISION INTELLIGENCE MARKET, BY TYPE, 2019-2023 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY TYPE, 2024-2030 (USD MILLION)
    • DECISION AUTOMATION
      • NEED TO REDUCE ERRORS, ENSURE CONSISTENCY IN DECISION OUTCOMES, AND ENHANCE OVERALL DECISION QUALITY WHILE MINIMIZING OPERATIONAL COSTS TO SPUR MARKET GROWTH
        • Table DECISION AUTOMATION: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table DECISION AUTOMATION: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
    • DECISION AUGMENTATION
      • GROWING DEMAND FOR DATA-CENTRIC DECISION-MAKING SOLUTIONS AND NEED FOR AGILE DECISION-MAKING PROCESSES TO PROPEL MARKET
        • Table DECISION AUGMENTATION: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table DECISION AUGMENTATION: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
    • DECISION SUPPORT SYSTEMS (DSS)
      • NEED FOR SOPHISTICATED SYSTEMS AND COMPLIANCE WITH INDUSTRY REGULATIONS IN REGULATED INDUSTRIES TO DRIVE MARKET
        • Table DECISION SUPPORT SYSTEMS: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table DECISION SUPPORT SYSTEMS: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
  • DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION
    • INTRODUCTION
      • BUSINESS FUNCTIONS: DECISION INTELLIGENCE MARKET DRIVERS
        • Table DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
    • MARKETING & SALES
      • DECISION INTELLIGENCE TO PROVIDE PREDICTIVE INSIGHTS, OPTIMIZE DECISION-MAKING PROCESSES, AND ENHANCE OVERALL BUSINESS PERFORMANCE
        • Table MARKETING & SALES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table MARKETING & SALES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • BRAND PERFORMANCE
      • PROMOTION/INCENTIVE OPTIMIZATION
      • CUSTOMER SEGMENTATION
      • MULTICHANNEL ANALYSIS
      • OTHER MARKETING & SALES FUNCTIONS
    • FINANCE & ACCOUNTING
      • NEED TO MAKE INFORMED AND IMPACTFUL DECISIONS TO DRIVE SUSTAINABLE GROWTH AND PROFITABILITY
        • Table FINANCE & ACCOUNTING: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table FINANCE & ACCOUNTING: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • FINANCIAL PLANNING & ANALYSIS
      • COST OPTIMIZATION & MANAGEMENT
      • TAX PLANNING & OPTIMIZATION
      • OTHER FINANCE & ACCOUNTING FUNCTIONS
    • HUMAN RESOURCES
      • DECISION INTELLIGENCE IN HUMAN RESOURCES TO AMPLIFY ORGANIZATIONAL EFFICACY, NURTURE EMPLOYEE CONTENTMENT, AND FUEL SUSTAINABLE GROWTH THROUGH JUDICIOUS DECISIONMAKING
        • Table HUMAN RESOURCES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table HUMAN RESOURCES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • EMPLOYEE RETENTION
      • WORKFORCE ALLOCATION OPTIMIZATION
      • SKILL ASSESSMENT
      • OTHER HUMAN RESOURCE FUNCTIONS
    • OPERATIONS
      • DECISION INTELLIGENCE TO PROCESS LARGE AMOUNTS OF DATA, IMPROVE DECISION-MAKING PROCESSES, AND DEMOCRATIZE ANALYTICS BY MERGING SOCIAL SCIENCE WITH DATA SCIENCE
        • Table OPERATIONS: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table OPERATIONS: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • ROOT CAUSE ANALYSIS
      • DEMAND FORECASTING
      • SUPPLIER PERFORMANCE
      • OTHER OPERATIONAL FUNCTIONS
    • RESEARCH & DEVELOPMENT
      • DECISION INTELLIGENCE TO FOCUS ON FORWARD-LOOKING, DATADRIVEN DECISIONS, UTILIZING AI TOOLS AND HUMAN EXPERTISE TO MITIGATE UNCERTAINTY PROCESS
        • Table RESEARCH & DEVELOPMENT: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table RESEARCH & DEVELOPMENT: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • IDEA EVALUATION
      • RESOURCE ALLOCATION
      • PROJECT PRIORITIZATION
      • PORTFOLIO MANAGEMENT
      • OTHER RESEARCH & DEVELOPMENT FUNCTIONS
  • DECISION INTELLIGENCE MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICALS: DECISION INTELLIGENCE MARKET DRIVERS
        • Table DECISION INTELLIGENCE MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
    • BFSI
      • NEED FOR BANKS TO EXPAND THEIR CUSTOMER BASE, ENHANCE MARKET PRESENCE, AND BOOST REVENUE WHILE MINIMIZING COSTS TO PROPEL MARKET
        • Table BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES
        • Table BFSI: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
        • Table BFSI: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
        • Table BFSI: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table BFSI: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • ASSET & INVESTMENT MANAGEMENT
      • CUSTOMER SUPPORT
      • CREDIT DECISIONS
      • FRAUD DETECTION
      • INSURANCE PRODUCT & POLICY DESIGN
      • OTHER BFSI APPLICATIONS
    • RETAIL & ECOMMERCE
      • DECISION INTELLIGENCE TO OPTIMIZE PRICING STRATEGIES, ENHANCE POLICY FORMULATION, AND IMPROVE REVENUE
        • Table RETAIL & ECOMMERCE: USE CASES
        • Table RETAIL & ECOMMERCE: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
        • Table RETAIL & ECOMMERCE: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
        • Table RETAIL & ECOMMERCE: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table RETAIL & ECOMMERCE: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • PERSONALIZED RECOMMENDATIONS
      • SUPPLY CHAIN MANAGEMENT
      • VIRTUAL ASSISTANT
      • OMNICHANNEL INTEGRATION
      • OTHER RETAIL & ECOMMERCE APPLICATIONS
    • HEALTHCARE & LIFE SCIENCES
      • DECISION INTELLIGENCE SOLUTIONS TO PROVIDE BETTER HEALTHCARE SYSTEM WITH LESSER DATA ISSUES
        • Table HEALTHCARE & LIFE SCIENCES: USE CASES
        • Table HEALTHCARE & LIFE SCIENCES: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
        • Table HEALTHCARE & LIFE SCIENCES: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
        • Table HEALTHCARE & LIFE SCIENCES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table HEALTHCARE & LIFE SCIENCES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • MEDICAL IMAGING & DIAGNOSTICS
      • EMERGENCY SUPPORT
      • DRUG DISCOVERY & CLINICAL RESEARCH
      • TECHNICAL DIAGNOSIS & SUPPORT
      • OTHER HEALTHCARE & LIFE SCIENCES APPLICATIONS
    • TELECOMMUNICATIONS
      • DECISION INTELLIGENCE TO ENABLE HIGH-QUALITY DATA GOVERNANCE AND DATA-DRIVEN DECISION-MAKING FOR CUSTOMERS' BUSINESS ACTIVITIES
        • Table TELECOMMUNICATIONS: USE CASES
        • Table TELECOMMUNICATIONS: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
        • Table TELECOMMUNICATIONS: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
        • Table TELECOMMUNICATIONS: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table TELECOMMUNICATIONS: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • AGENT SUPPORT & CUSTOMER SERVICES
      • SERVICE ASSURANCE
      • NETWORK ANALYSIS
      • SPECTRUM MANAGEMENT
      • OTHER TELECOMMUNICATION APPLICATIONS
    • ENERGY & UTILITIES
      • DECISION INTELLIGENCE SOLUTIONS TO ENHANCE UNDERSTANDING OF EXTERNAL FACTORS AFFECTING OPERATING PARAMETERS AND HELP REDUCE WASTE
        • Table ENERGY & UTILITIES: USE CASES
        • Table ENERGY & UTILITIES: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
        • Table ENERGY & UTILITIES: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
        • Table ENERGY & UTILITIES: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table ENERGY & UTILITIES: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • PREDICTIVE MAINTENANCE
      • OUTAGE MANAGEMENT
      • BUSINESS PROCESS AUTOMATION
      • ENERGY MONITORING
      • OTHER ENERGY & UTILITY APPLICATIONS
    • MANUFACTURING
      • DECISION INTELLIGENCE TO TACKLE MANUFACTURING CHALLENGES WITH FASTER AND SMARTER DECISION-MAKING
        • Table MANUFACTURING: USE CASES
        • Table MANUFACTURING: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
        • Table MANUFACTURING: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
        • Table MANUFACTURING: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table MANUFACTURING: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • PERFORMANCE MONITORING & CONTROL
      • QUALITY CONTROL
      • GENERATIVE DESIGN
      • PRODUCTION YIELD OPTIMIZATION
      • OTHER MANUFACTURING APPLICATIONS
    • GOVERNMENT
      • DECISION INTELLIGENCE TO HELP POLICYMAKERS ANALYZE LARGE DATASETS OF DIFFERENT POLICY OPTIONS, ALLOCATE RESOURCES EFFICIENTLY BASED ON DATA-DRIVEN INSIGHTS, AND MITIGATE RISKS
        • Table GOVERNMENT: USE CASES
        • Table GOVERNMENT: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
        • Table GOVERNMENT: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
        • Table GOVERNMENT: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table GOVERNMENT: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • UNIFYING DATA
      • AI-POWERED CHATBOTS
      • POLICYMAKING
      • AUTOMATING INCIDENT RESPONSE
      • TARGETED RESOURCE ALLOCATION
      • IMPROVED CITIZEN SERVICES
      • OTHER GOVERNMENT APPLICATIONS
    • DEFENSE
      • DECISION INTELLIGENCE TO AID IN ENHANCING INTEROPERABILITY AND COALITION
        • Table DEFENSE: USE CASES
        • Table DEFENSE: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2019-2023 (USD MILLION)
        • Table DEFENSE: DECISION INTELLIGENCE MARKET, BY APPLICATION, 2024-2030 (USD MILLION)
        • Table DEFENSE: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
        • Table DEFENSE: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
      • TARGET RECOGNITION
      • COMMAND & CONTROL SYSTEMS
      • INTELLIGENCE & SURVEILLANCE
      • MISSION PLANNING
      • EMERGENCY MANAGEMENT
      • OTHER DEFENSE APPLICATIONS
    • OTHER VERTICALS
      • Table OTHER VERTICALS: DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
      • Table OTHER VERTICALS: DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
  • DECISION INTELLIGENCE MARKET, BY REGION
    • INTRODUCTION
      • Table DECISION INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD MILLION)
      • Table DECISION INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: DECISION INTELLIGENCE MARKET DRIVERS
      • NORTH AMERICA: RECESSION IMPACT
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2019-2023 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY TYPE, 2019-2023 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY TYPE, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
      • US
        • Table US: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD MILLION)
        • Table US: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table US: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
        • Table US: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024-2030 (USD MILLION)
        • Table US: DECISION INTELLIGENCE MARKET, BY SERVICE, 2019-2023 (USD MILLION)
        • Table US: DECISION INTELLIGENCE MARKET, BY SERVICE, 2024-2030 (USD MILLION)
        • Table US: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
        • Table US: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
        • Table US: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
        • Table US: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
      • CANADA
    • EUROPE
      • EUROPE: DECISION INTELLIGENCE MARKET DRIVERS
      • EUROPE: RECESSION IMPACT
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024-2030 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY SERVICE, 2019-2023 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY SERVICE, 2024-2030 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY TYPE, 2019-2023 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY TYPE, 2024-2030 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
      • GERMANY
        • Table GERMANY: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD MILLION)
        • Table GERMANY: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table GERMANY: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
        • Table GERMANY: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024-2030 (USD MILLION)
        • Table GERMANY: DECISION INTELLIGENCE MARKET, BY SERVICE, 2019-2023 (USD MILLION)
        • Table GERMANY: DECISION INTELLIGENCE MARKET, BY SERVICE, 2024-2030 (USD MILLION)
        • Table GERMANY: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
        • Table GERMANY: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
        • Table GERMANY: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
        • Table GERMANY: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
      • UK
      • FRANCE
      • ITALY
      • SPAIN
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: DECISION INTELLIGENCE MARKET DRIVERS
      • ASIA PACIFIC: RECESSION IMPACT
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY SERVICE, 2019-2023 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY SERVICE, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY TYPE, 2019-2023 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY TYPE, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
      • CHINA
        • Table CHINA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD MILLION)
        • Table CHINA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table CHINA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
        • Table CHINA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024-2030 (USD MILLION)
        • Table CHINA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2019-2023 (USD MILLION)
        • Table CHINA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2024-2030 (USD MILLION)
        • Table CHINA: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
        • Table CHINA: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
        • Table CHINA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
        • Table CHINA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
      • JAPAN
      • INDIA
      • SOUTH KOREA
      • AUSTRALIA & NEW ZEALAND
      • REST OF ASIA PACIFIC
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET DRIVERS
      • MIDDLE EAST & AFRICA: RECESSION IMPACT
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2019-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2024-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY TYPE, 2019-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY TYPE, 2024-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
      • UAE
      • KSA
      • QATAR
      • ISRAEL
      • SOUTH AFRICA
      • REST OF MIDDLE EAST & AFRICA
    • LATIN AMERICA
      • LATIN AMERICA: DECISION INTELLIGENCE MARKET DRIVERS
      • LATIN AMERICA: RECESSION IMPACT
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019-2023 (USD MILLION)
        • Table LATIN AMERICA DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024-2030 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2019-2023 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2024-2030 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2019-2023 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2024-2030 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019-2023 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024-2030 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY TYPE, 2019-2023 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY TYPE, 2024-2030 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2019-2023 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2024-2030 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2019-2023 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2024-2030 (USD MILLION)
      • BRAZIL
      • MEXICO
      • ARGENTINA
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES/RIGHT TO WIN
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY DECISION INTELLIGENCE VENDORS
    • REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • MARKET RANKING ANALYSIS
        • Table DECISION INTELLIGENCE MARKET: DEGREE OF COMPETITION
    • BRAND/PRODUCT COMPARATIVE ANALYSIS
    • COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPANY FOOTPRINT: KEY PLAYERS, 2023
        • Table OFFERING FOOTPRINT (15 COMPANIES)
        • Table REGIONAL FOOTPRINT (15 COMPANIES)
        • Table VERTICAL FOOTPRINT (15 COMPANIES)
        • Table BUSINESS FUNCTION FOOTPRINT (18 COMPANIES)
    • COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • COMPETITIVE BENCHMARKING: START-UPS/SMES, 2023
        • Table DECISION INTELLIGENCE MARKET: DETAILED LIST OF KEY START-UPS/SMES
        • Table DECISION INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/ SMES
    • COMPETITIVE SCENARIO AND TRENDS
      • PRODUCT LAUNCHES
        • Table DECISION INTELLIGENCE MARKET: PRODUCT LAUNCHES & ENHANCEMENTS, MAY 2022-FEBRUARY 2024
      • DEALS
        • Table DECISION INTELLIGENCE MARKET: DEALS, AUGUST 2021-NOVEMBER 2023
    • COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
  • COMPANY PROFILES
    • KEY PLAYERS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table IBM: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table IBM: DEALS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ORACLE: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table ORACLE: DEALS
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
        • Table GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table GOOGLE: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table GOOGLE: DEALS
      • INTEL
        • Table INTEL: BUSINESS OVERVIEW
        • Table INTEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table INTEL: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table INTEL: DEALS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table MICROSOFT: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table MICROSOFT: DEALS
      • TCS
        • Table TCS: BUSINESS OVERVIEW
        • Table TCS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table TCS: PRODUCT LAUNCHES & ENHANCEMENTS
      • DOMO
        • Table DOMO: BUSINESS OVERVIEW
        • Table DOMO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table DOMO: PRODUCT LAUNCHES & ENHANCEMENTS
      • BOARD INTERNATIONAL
        • Table BOARD INTERNATIONAL: BUSINESS OVERVIEW
        • Table BOARD INTERNATIONAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table BOARD INTERNATIONAL: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table BOARD INTERNATIONAL: DEALS
      • H2O.AI
        • Table H2O.AI: BUSINESS OVERVIEW
        • Table H2O.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table H2O.AI: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table H2O.AI: DEALS
      • PROVENIR
        • Table PROVENIR: BUSINESS OVERVIEW
        • Table PROVENIR: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table PROVENIR: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table PROVENIR: DEALS
        • Table PROVENIR: OTHERS
      • PYRAMID ANALYTICS
        • Table PYRAMID ANALYTICS: BUSINESS OVERVIEW
        • Table PYRAMID ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table PYRAMID ANALYTICS: PRODUCT LAUNCHES & ENHANCEMENTS
        • Table PYRAMID ANALYTICS: DEALS
      • 4CAST
        • Table 4CAST: BUSINESS OVERVIEW
        • Table 4CAST: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table 4CAST: DEALS
      • SYSTEMS TECHNOLOGY GROUP (STG)
      • COURSE5I
      • EY
      • QUANTEXA
    • START-UPS/SMES
      • QUANTELLIA
      • PLANNINGFORCE
      • PEAK.AI
      • DIWO
      • REMI AI
      • CEREBRA
      • CLARIFAI
      • FLYR
      • METAPHACTS
      • PARETOS
      • TELLIUS
      • EVOLUTION ANALYTICS
      • HYPERFINITY
      • AERA TECHNOLOGY
      • URBINT
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • ARTIFICIAL INTELLIGENCE MARKET-GLOBAL FORECAST TO 2030
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2017-2022 (USD MILLION, Y-O-Y GROWTH)
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2023-2030 (USD BILLION, Y-O-Y GROWTH)
      • ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023-2030 (USD MILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2017-2022 (USD MILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2023-2030 (USD MILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2017-2022 (USD MILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023-2030 (USD MILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY REGION
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • AI GOVERNANCE MARKET - GLOBAL FORECAST TO 2026
      • MARKET DEFINITION
      • MARKET OVERVIEW
      • BUSINESS INTELLIGENCE MARKET, BY COMPONENT
        • Table BUSINESS INTELLIGENCE MARKET, BY COMPONENT, 2016-2019 (USD MILLION)
        • Table BUSINESS INTELLIGENCE MARKET, BY COMPONENT, 2019-2025 (USD MILLION)
      • BUSINESS INTELLIGENCE MARKET, BY SOLUTION
        • Table BUSINESS INTELLIGENCE MARKET, BY SOLUTION, 2016-2019 (USD MILLION)
        • Table BUSINESS INTELLIGENCE MARKET, BY SOLUTION, 2019-2025 (USD MILLION)
      • BUSINESS INTELLIGENCE MARKET, BY SERVICE
        • Table BUSINESS INTELLIGENCE MARKET, BY SERVICE, 2016-2019 (USD MILLION)
        • Table BUSINESS INTELLIGENCE MARKET, BY SERVICE, 2019-2025 (USD MILLION)
      • BUSINESS INTELLIGENCE MARKET, BY DEPLOYMENT MODE
        • Table BUSINESS INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2019 (USD MILLION)
        • Table BUSINESS INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2019-2025 (USD MILLION)
      • BUSINESS INTELLIGENCE MARKET, BY ORGANIZATION SIZE
        • Table BUSINESS INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016-2019 (USD MILLION)
        • Table BUSINESS INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2019-2025 (USD MILLION)
      • BUSINESS INTELLIGENCE MARKET, BY BUSINESS FUNCTION
        • Table BUSINESS INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2019 (USD MILLION)
        • Table BUSINESS INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019-2025 (USD MILLION)
      • BUSINESS INTELLIGENCE MARKET, BY INDUSTRY VERTICAL
        • Table BUSINESS INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2016-2019 (USD MILLION)
        • Table BUSINESS INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2019-2025 (USD MILLION)
      • BUSINESS INTELLIGENCE MARKET, BY REGION
        • Table BUSINESS INTELLIGENCE MARKET, BY REGION, 2016-2019 (USD MILLION)
        • Table BUSINESS INTELLIGENCE MARKET, BY REGION, 2019-2025 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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