Decision Intelligence Market (Platforms, Solutions (Integrated & Standalone), and Services), Deployment Type (Cloud, On-premises), Organization Size, Vertical (BFSI, Healthcare & Life Sciences, and Retail & eCommerce) and Region - Global Forecast to 2027

Decision Intelligence Market (Platforms, Solutions (Integrated & Standalone), and Services), Deployment Type (Cloud, On-premises), Organization Size, Vertical (BFSI, Healthcare & Life Sciences, and Retail & eCommerce) and Region - Global Forecast to 2027

The decision intelligence market is projected to grow from USD 10.0 Billion in 2022 to USD 22.7 Billion by 2027, at a CAGR of 17.8% during the forecast period. Decision intelligence (DI) enables businesses to take prompt, wise judgments. It combines artificial intelligence with data science, management science, behavioral science, and other technologies. The effects of a single choice on several individuals, procedures, and KPIs are also shown through DI. Artificial intelligence is the central element of every decision intelligence (DI) system (AI). An efficient DI model requires the use of AI methods including machine learning, deep learning, data visualization, business intelligence, and predictive modelling. Business intelligence (BI), which offers precise and up-to-date data and analysis for several operations, is quickly being a crucial component of DI solutions. Decision-makers may use this to make educated, data-driven judgments. Business process is made more flexible by BI, which enables business executives to use self-service analytics to analyse and display data without relying on assistance from technical people.

The BFSI segment to have the largest market size during the forecast period

By vertical, the segments include BFSI, telecom, healthcare and life sciences, retail and e-commerce, government and defense, manufacturing, IT and ITeS, energy and utilities, transportation and logistics, and others (media and entertainment, travel and hospitality, and education and research). Financial services businesses use Decision Intelligence to process credit applications for transactions such as mortgages and vehicle loans. AI-powered, it can use a customer's credit score, income, or other data to confirm a client's eligibility for specific services. Morgan Stanley, a sophisticated financial institution, that helps its consumers make wiser choices by utilizing in-house financial advisors and advanced decision-making technologies. Decision Intelligence powers their wealth management technology. Following the client's goal the AI system offers successful strategies, which are then confirmed by human specialists before being presented to the consumer. The banking industry employs decision intelligence to examine consumer behavior, anticipate demands, identify pain points, and create individualized products. According to a McKinsey report, only 20% of businesses are satisfied with their decision-making speed. Others admit to spending too much time attempting to make the perfect decision, which is not always the case.

The deployment & integration solution is registered to grow at the highest CAGR during the forecast period

By services, the decision intelligence had been segmented into Consulting, deployment & implementation, support & maintenance. The technical expertise provided by integration and deployment services enables organisations to select the appropriate software architecture for their operational requirements. For system integration and deployment services, the appropriate amount of connections and back-end integration expertise are therefore required. Due to the fact that these services ensure that systems work effectively with one another to increase the effectiveness of the whole supply chain and production process, they are gaining popularity among end users throughout the globe.

Among Vertical, Healthcare and Life Sciences vertical is anticipated to register the highest CAGR during the forecast period

The use of AI and RPA in healthcare decision intelligence has a wide range of advantages, including better data processing for developing high-quality electronic health record management, creating a user-friendly workflow for effective patient care, and improving the decision-making abilities of healthcare professionals. Healthcare organisations must enhance their decision intelligence by utilising AI technologies in a world of rapid change and rapidly shifting relationships with information. AI is the key to unlocking opportunities to add decision intelligence into healthcare organisations that functionalize over growing streams of data and constant learning to make information easily accessible for better decision making.

North America to account for the largest market size during the forecast period

North America is expected to have the largest market share in the decision intelligence market. North America is one of the leading markers for Decision Intelligence in terms of market share. Countries, such as the US and Canada, are adopting Decision Intelligence technology in multiple application areas, propelling the growth of Decision Intelligence in this region. The high penetration of Decision Intelligence in multiple verticals, such as BFSI, healthcare, and retail, is driving the growth of this market in this region. The North American region has been extremely open toward the adoption of any new and innovative technologies and is expected to provide market growth opportunities to Decision Intelligence vendors, as it is expected to witness an exponential growth of IT device-based generated data and stringent laws and policies for safeguarding the data.

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: 62%, Tier II: 23%, and Tier III: 15%

By Designation: C-Level Executives: 38%, D-Level Executives: 30%, and Others: 32%

By Region: APAC: 35%, Europe: 15%, North America: 40%, MEA: 5%, Latin America: 5%

The report includes the study of key players offering decision intelligence and services. It profiles major vendors in the global decision intelligence market. The major vendors in the global decision intelligence market include Google (US), IBM (US), Oracle (US), Microsoft (US), Board International (Switzerland), Cerebra (US), Clarifai (US), Diwo.ai (US), Domo (US), H2O.AI (US), Intel (US), Metaphacts (Germany), Pace Revenue (UK), Paretos (Germany), Peak.ai (UK), Provenir (US), Quantellia (US), Systems Technology Group (US), Pyramid Analaytics (Netherlands), Tellius (US) and Course5i (India).

Research Coverage

The market study covers the decision intelligence market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as components, deployment mode, organization size, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with 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 decision intelligence market 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.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS & EXCLUSIONS
    • MARKET SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATE, 2019-2021
    • STAKEHOLDERS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
        • Table PRIMARY INTERVIEWS
    • MARKET BREAKUP AND DATA TRIANGULATION
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • COMPANY EVALUATION MATRIX METHODOLOGY
    • STARTUP/SME EVALUATION MATRIX METHODOLOGY
    • ASSUMPTIONS
    • LIMITATIONS
  • EXECUTIVE SUMMARY
    • Table GLOBAL DECISION INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2018-2021 (USD MILLION, Y-O-Y%)
    • Table GLOBAL DECISION INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2022-2027 (USD MILLION, Y-O-Y%)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DECISION INTELLIGENCE MARKET
    • DECISION INTELLIGENCE MARKET, BY VERTICAL
    • DECISION INTELLIGENCE MARKET, BY REGION
    • DECISION INTELLIGENCE MARKET: TOP TWO BUSINESS SOLUTIONS AND VERTICALS
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • DECISION INTELLIGENCE MARKET: ECOSYSTEM
      • Table DECISION INTELLIGENCE MARKET: ECOSYSTEM
    • CASE STUDY ANALYSIS
      • BFSI
      • MANUFACTURING
      • IT & TELECOM
      • GOVERNMENT & PUBLIC SECTOR
      • RETAIL & ECOMMERCE
      • HEALTHCARE & LIFE SCIENCES
      • ENERGY & UTILITIES
    • TECHNOLOGY ANALYSIS
      • DECISION INTELLIGENCE AND BIG DATA
      • DECISION INTELLIGENCE AND ARTIFICIAL INTELLIGENCE
      • DECISION INTELLIGENCE AND DATA ANALYTICS
    • SUPPLY/VALUE CHAIN ANALYSIS
    • 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
    • PRICING MODEL ANALYSIS
    • PATENT ANALYSIS
      • METHODOLOGY
      • DOCUMENT TYPE
        • Table PATENTS FILED, 2018-2021
      • INNOVATION AND PATENT APPLICATIONS
        • Table TOP TEN PATENT OWNERS (US) IN DECISION INTELLIGENCE MARKET, 2018-2021
    • KEY CONFERENCES AND EVENTS, 2022-2023
      • Table DECISION INTELLIGENCE MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
    • TARIFF AND 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
      • NORTH AMERICA: REGULATIONS
      • EUROPE: TARIFFS AND REGULATIONS
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS (%)
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • DECISION INTELLIGENCE MARKET, BY COMPONENT
    • INTRODUCTION
      • COMPONENT: DECISION INTELLIGENCE MARKET DRIVERS
        • Table DECISION INTELLIGENCE MARKET, BY COMPONENT, 2018-2021 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
    • PLATFORMS
      • PLATFORMS TO HELP BOOST ORGANIZATIONAL PERFORMANCE AND ENHANCE EACH FUNCTION
        • Table PLATFORMS: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table PLATFORMS: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
    • SOLUTIONS
      • DECISION INTELLIGENCE SOLUTIONS TO ENHANCE BUSINESS OPERATIONS AND OPERATIONAL EFFECTIVENESS
        • Table SOLUTIONS: DECISION INTELLIGENCE MARKET, BY TYPE, 2018-2021 (USD MILLION)
        • Table SOLUTIONS: DECISION INTELLIGENCE MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table INTEGRATED SOLUTIONS MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table INTEGRATED SOLUTIONS MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table STANDALONE SOLUTIONS MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table STANDALONE SOLUTIONS MARKET, BY REGION, 2022-2027 (USD MILLION)
    • SERVICES
      • GROWING PRODUCT ACCEPTANCE ESTIMATED TO DRIVE ADOPTION OF DECISION INTELLIGENCE SERVICES
        • Table SERVICES: DECISION INTELLIGENCE MARKET, BY TYPE, 2018-2021 (USD MILLION)
        • Table SERVICES: DECISION INTELLIGENCE MARKET, BY TYPE, 2022-2027 (USD MILLION)
        • Table SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table SERVICES: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table CONSULTING SERVICES MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table CONSULTING SERVICES MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table SUPPORT & MAINTENANCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table SUPPORT & MAINTENANCE MARKET, BY REGION, 2022-2027 (USD MILLION)
        • Table INTEGRATION & DEPLOYMENT MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table INTEGRATION & DEPLOYMENT MARKET, BY REGION, 2022-2027 (USD MILLION)
  • DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE
    • INTRODUCTION
      • DEPLOYMENT MODE: DECISION INTELLIGENCE MARKET DRIVERS
        • Table DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2018-2021 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
    • ON-PREMISES
      • PROPER CONTROL AND REDUCED COMPLEXITIES OVER AI APPLICATIONS TO DRIVE GROWTH
        • Table ON-PREMISES: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table ON-PREMISES: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
    • CLOUD
      • ADOPTION OF DIGITAL SOLUTIONS FOR FLEXIBLE AND SCALED PRODUCTIVITY TO CONTRIBUTE TO MARKET GROWTH
        • Table CLOUD: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table CLOUD: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
  • DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE
    • INTRODUCTION
      • ORGANIZATION SIZE: DECISION INTELLIGENCE MARKET DRIVERS
        • Table DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2018-2021 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
    • SMALL AND MEDIUM-SIZED ENTERPRISES
      • DECISION INTELLIGENCE TECHNOLOGY TO EXPEDITE BUSINESS OPERATIONS AND REDUCE OPERATIONAL COSTS
        • Table SMES: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table SMES: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
    • LARGE ENTERPRISES
      • DECISION INTELLIGENCE PLATFORMS TO MEET REQUIREMENTS OF ENTERPRISES AND DIFFERENT INDUSTRIES
        • Table LARGE ENTERPRISES: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table LARGE ENTERPRISES: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
  • DECISION INTELLIGENCE MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICAL: DECISION INTELLIGENCE MARKET DRIVERS
        • Table DECISION INTELLIGENCE MARKET, BY VERTICAL, 2018-2021 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
    • BFSI
      • DI TO HELP GAIN COMPETITIVE EDGE BY MAKING BETTER DECISIONS IN LESS TIME
        • Table BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES
        • Table BFSI: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table BFSI: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • ASSET AND INVESTMENT MANAGEMENT
      • RETAIL BANKING - SALES AND MARKETING
      • CUSTOMER SUPPORT
      • CREDIT DECISIONS
      • FRAUD DETECTION
      • INSURANCE PRODUCT AND POLICY DESIGN
    • TELECOM
      • DI TO INCREASE CUSTOMER LIFETIME VALUE BY TRACKING NETWORK RELIABILITY
        • Table TELECOM: USE CASES
        • Table TELECOM: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table TELECOM: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • AGENT SUPPORT AND CUSTOMER SERVICES
      • SALES AND PERSONALIZED USER EXPERIENCE
      • NETWORK ANALYSIS AND PREDICTIVE MAINTENANCE
    • HEALTHCARE & LIFE SCIENCES
      • DI SOLUTIONS TO PROVIDE BETTER HEALTHCARE SYSTEM WITH DATA PROBLEMS SOLVED
        • Table HEALTHCARE & LIFE SCIENCES: USE CASES
        • Table HEALTHCARE & LIFE SCIENCES: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table HEALTHCARE & LIFE SCIENCES: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • MEDICAL IMAGING AND DIAGNOSTICS
      • EMERGENCY SUPPORT
      • DRUG DISCOVERY AND CLINICAL RESEARCH
      • TECHNICAL DIAGNOSIS AND SUPPORT
    • RETAIL & E-COMMERCE
      • SOLVING REAL-TIME INVENTORY PROBLEMS AND PROVIDING PERSONALIZED EXPERIENCE TO CONSUMERS
        • Table RETAIL & E-COMMERCE: USE CASES
        • Table RETAIL & E-COMMERCE: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table RETAIL & E-COMMERCE: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • PRODUCT RECOMMENDATIONS
      • SUPPLY CHAIN MANAGEMENT AND DEMAND PLANNING
      • VIRTUAL ASSISTANT
    • IT & ITES
      • INNOVATIONS TO DRIVE NEED FOR DECISION INTELLIGENCE TO MANAGE IT OPERATIONS EFFECTIVELY
        • Table IT & ITES: USE CASES
        • Table IT & ITES: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table IT & ITES: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • PREDICTIVE MAINTENANCE
      • AGENT SUPPORT
    • MANUFACTURING
      • DI TO TACKLE MANUFACTURING CHALLENGES WITH FASTER AND SMARTER DECISION-MAKING
        • Table MANUFACTURING: USE CASES
        • Table MANUFACTURING: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table MANUFACTURING: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • PREDICTIVE MAINTENANCE AND ASSET MANAGEMENT
      • SUPPLY CHAIN AND INVENTORY MANAGEMENT
      • QUALITY CONTROL
      • GENERATIVE DESIGN
      • CUSTOMER SUPPORT
    • ENERGY & UTILITIES
      • DECISION INTELLIGENCE SOLUTIONS TO ENHANCE EFFICIENCY, REDUCE WASTE, AND MEET ENVIRONMENTAL GOALS
        • Table ENERGY & UTILITIES: USE CASES
        • Table ENERGY & UTILITIES: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table ENERGY & UTILITIES: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • ASSET AND PREDICTIVE MAINTENANCE
      • RESEARCH AND DEVELOPMENT
      • BUSINESS AND CUSTOMER SUPPORT
      • ENERGY MONITORING
    • GOVERNMENT & DEFENSE
      • DI TO ENABLE MAKING MORE INFORMED DECISIONS AND HAVE OPERATIONAL ADVANTAGE
        • Table GOVERNMENT & DEFENSE: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table GOVERNMENT & DEFENSE: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • TARGET RECOGNITION
      • COMMAND AND CONTROL SYSTEMS
      • INTELLIGENCE AND SURVEILLANCE
    • TRANSPORTATION & LOGISTICS
      • DI SERVICES TO OPTIMIZE BUSINESS PROCESSES AND MAINTAIN SUSTAINABILITY WITH IMPROVED DECISION-MAKING
        • Table TRANSPORTATION & LOGISTICS: USE CASES
        • Table TRANSPORTATION & LOGISTICS: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table TRANSPORTATION & LOGISTICS: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
      • TRAFFIC OPERATIONS MANAGEMENT
      • CARGO TRANSPORTATION
      • URBAN PLANNING AND MAPPING
      • SMART TRANSPORTATION
    • OTHER VERTICALS
      • DECISION INTELLIGENCE TO HELP IN EVOLVING SECTORS BY PROVIDING ROBUST ENVIRONMENT
        • Table OTHER VERTICALS: DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table OTHER VERTICALS: DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
  • DECISION INTELLIGENCE MARKET, BY REGION
    • INTRODUCTION
      • DECISION INTELLIGENCE MARKET: IMPACT OF RECESSION
        • Table DECISION INTELLIGENCE MARKET, BY REGION, 2018-2021 (USD MILLION)
        • Table DECISION INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: DECISION INTELLIGENCE MARKET DRIVERS
      • NORTH AMERICA: REGULATIONS
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2018-2021 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2018-2021 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2018-2021 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2018-2021 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2018-2021 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2018-2021 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
        • Table NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • US
      • CANADA
    • EUROPE
      • EUROPE: DECISION INTELLIGENCE MARKET DRIVERS
      • EUROPE: REGULATIONS
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2018-2021 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2018-2021 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2022-2027 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY SERVICE, 2018-2021 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2018-2021 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2018-2021 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2018-2021 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
        • Table EUROPE: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • UK
      • GERMANY
      • FRANCE
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: DECISION INTELLIGENCE MARKET DRIVERS
      • ASIA PACIFIC: REGULATIONS
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2018-2021 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2018-2021 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY SERVICE, 2018-2021 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2018-2021 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2018-2021 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2018-2021 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
        • Table ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • CHINA
      • JAPAN
      • INDIA
      • REST OF ASIA PACIFIC
    • MIDDLE EAST AND AFRICA
      • MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET DRIVERS
      • MIDDLE EAST AND AFRICA: REGULATIONS
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2018-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2018-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2018-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2018-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2018-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2018-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY SUBREGION, 2018-2021 (USD MILLION)
        • Table MIDDLE EAST AND AFRICA: DECISION INTELLIGENCE MARKET, BY SUBREGION, 2022-2027 (USD MILLION)
      • MIDDLE EAST
      • SOUTH AFRICA
      • REST OF MIDDLE EAST AND AFRICA
    • LATIN AMERICA
      • LATIN AMERICA: DECISION INTELLIGENCE MARKET DRIVERS
      • LATIN AMERICA: REGULATIONS
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2018-2021 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2018-2021 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY SOLUTION, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2018-2021 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY SERVICE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2018-2021 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2018-2021 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2018-2021 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
        • Table LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
      • BRAZIL
      • MEXICO
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • STRATEGIES ADOPTED BY KEY PLAYERS
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS IN DECISION INTELLIGENCE MARKET
    • REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table DECISION INTELLIGENCE MARKET: DEGREE OF COMPETITION
    • COMPANY EVALUATION QUADRANT
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
    • STARTUP/SME EVALUATION MATRIX
      • PROGRESSIVE COMPANIES
      • RESPONSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
    • COMPETITIVE BENCHMARKING
      • Table DECISION INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
      • Table DECISION INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES)
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES
        • Table PRODUCT LAUNCHES, 2018-2022
      • DEALS
        • Table DEALS, 2018-2022
      • OTHERS
        • Table OTHERS, 2018-2022
  • COMPANY PROFILES
    • KEY PLAYERS
      • ORACLE
        • Table ORACLE: BUSINESS OVERVIEW
        • Table ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table ORACLE: DEALS
        • Table ORACLE: OTHERS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: SOLUTIONS OFFERED
        • Table IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table IBM: DEALS
        • Table IBM: OTHERS
      • GOOGLE
        • Table GOOGLE: BUSINESS OVERVIEW
        • Table GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table GOOGLE: DEALS
      • INTEL
        • Table INTEL: BUSINESS OVERVIEW
        • Table INTEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table INTEL: DEALS
      • MICROSOFT
        • Table MICROSOFT: BUSINESS OVERVIEW
        • Table MICROSOFT: PRODUCTS OFFERED
        • Table MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table MICROSOFT: DEALS
        • Table MICROSOFT: OTHERS
      • DOMO
        • Table DOMO: BUSINESS OVERVIEW
        • Table DOMO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table DOMO: PRODUCT LAUNCHES AND ENHANCEMENTS
      • BOARD INTERNATIONAL
        • Table BOARD INTERNATIONAL: BUSINESS OVERVIEW
        • Table BOARD INTERNATIONAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table BOARD INTERNATIONAL: DEALS
      • H2O.AI
        • Table H2O.AI: BUSINESS OVERVIEW
        • Table H2O.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table H2O.AI: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table H2O.AI: DEALS
      • PROVENIR
        • Table PROVENIR: BUSINESS OVERVIEW
        • Table PROVENIR: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table PROVENIR: PRODUCT LAUNCHES AND 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 AND ENHANCEMENTS
        • Table PYRAMID ANALYTICS: DEALS
    • STARTUPS/SMES
      • REMI.AI
      • QUANTELLIA
      • PEAK.AI
      • DIWO
      • CEREBRA
      • CLARIFAI
      • PACE REVENUE
      • METAPHACTS
      • PARETOS
      • SYSTEMS TECHNOLOGY GROUP (STG)
      • COURSE5I
      • TELLIUS
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • ARTIFICIAL INTELLIGENCE MARKET-GLOBAL FORECAST TO 2027
      • MARKET DEFINITION
      • MARKET OVERVIEW
      • ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2022-2027 (USD BILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2022-2027 (USD BILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD BILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD BILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2022-2027 (USD BILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2022-2027 (USD BILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY REGION
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2016-2021 (USD BILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2022-2027 (USD BILLION)
    • BUSINESS INTELLIGENCE MARKET - GLOBAL FORECAST TO 2025
      • 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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