Decision Intelligence Market

Report Code TC 8547
Published in Mar, 2024, By MarketsandMarkets™
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Decision Intelligence Market by Type (Decision Automation, Decision Augmentation, Decision Support System), Business Function (Marketing & Sales, Finance & Accounting (Financial Planning, Cost Optimization), Operations, R&D) - Global Forecast to 2030

Overview

The global decision intelligence market is projected to grow from USD 13.3 billion in 2024 to USD 50.1 billion in 2030, at a CAGR of 24.7% during the forecast period. The shift towards data-centric decision-making is evident in various sectors such as finance, healthcare, retail, manufacturing, and more. Companies are investing heavily in robust data infrastructure, analytics tools, and talent to harness the power of data effectively. By leveraging predictive and prescriptive analytics models, organizations can anticipate market trends, optimize operations, mitigate risks, and personalize customer experiences. Moreover, regulatory requirements such as GDPR and CCPA emphasize the importance of responsible data governance practices, further driving organizations to adopt data-centric decision-making approaches. The convergence of data analytics with emerging technologies like the Internet of Things (IoT) and edge computing also expands opportunities for real-time data processing and insights generation.

Attractive Opportunities in the Decision Intelligence Market

Asia Pacific

Emerging economies in the Asia Pacific region to provide numerous opportunities across industry verticals.

The growing advent of ML & AI to maximize the potential of decision intelligence boosts the growth of the market.

Acquisitions and mergers will offer lucrative opportunities to the market players in the next five years.

North America is expected to hold the largest market share during the forecast period. The region is a leader in technological advancements and is home to various decision intelligence vendors.

The burgeoning advancements in big data technology present a lucrative opportunity for the decision intelligence market, as businesses seek actionable insights to drive strategic decisions, optimize operations, and gain a competitive edge.

Global Decision Intelligence Market Dynamics

Driver: Need to automate and expedite decision-making processes across diverse industries to fuel the growth of the market

Decision intelligence integrates decision support, decision management, and complex systems applications to address pressing digitalization needs and harness the potential of emerging technologies such as AI and ML. These technologies enhance forecasting and predictive capabilities, supporting automated and expedited decision-making processes across diverse industries and use cases. Decision intelligence bridges the gap between data abundance and improved decision-making for organizations navigating complex data landscapes. Key sectors such as financial services, healthcare, and supply chain management stand to benefit significantly from leveraging decision intelligence to optimize AI and ML applications. These industries are currently facing critical challenges in ensuring precise decision-making. ML and AI technologies have enabled providers to gain insights into customer perceptions through a comprehensive multi-source data analysis. Enterprises are now prioritizing delivering seamless customer experiences across all touchpoints and leveraging real-time data analysis of customer purchasing behaviors to offer personalized offers promptly.

Restraint : Relying heavily on decision support systems can contribute to information overload, potentially overwhelming decision-makers with data

The user is uncertain about the criteria for consideration and exclusion as decision intelligence thoroughly analyzes every aspect of a problem. Effective decision-making does not always necessitate complete information; however, when information is available, decision-makers often struggle to filter out irrelevant data. Enterprises integrate decision support systems (DSS) to streamline and expedite routine decision-making processes. Nevertheless, some decision-makers overly depend on automated decision-making systems, neglecting their judgment. This shift in focus may hinder the development of decision-maker skills as they become overly reliant on DSS technologies.

 

Opportunity: The proliferation of advancements in big data technology is driving the growth of actionable business intelligence

Numerous software tasks related to decision intelligence, commonly utilized on the internet, have been effectively resolved and integrated, including morphological and syntactic analysis. The convergence of decision intelligence and big data analytics presents an opportunity to create robust systems capable of handling vast amounts of data, enabling knowledge discovery, text analysis, opinion mining, and supporting decision-making in business and management contexts. Decision intelligence applied to big data can automate the identification of pertinent information and summarize document content within extensive datasets, fostering collective insights. This approach eliminates the need for users to select precise keywords for information retrieval, allowing them to interact with content using natural language queries. This advancement not only accelerates information access but also speeds up downstream processes reliant on timely information, facilitating real-time actionable business intelligence. Consequently, decision intelligence for big data offers a means to unlock valuable insights from expansive and evolving content repositories, unveiling patterns, connections, and trends across diverse data sets. Positioned as a prominent facet of data analytics, decision intelligence leverages big data to extract valuable information through innovative methodologies, providing insightful perspectives on current or projected market dynamics.

Challenge: The security and privacy concerns surrounding data are expected to impede the broad adoption of decision intelligence solutions

Data, the foundation of decision intelligence solutions, remains a pivotal aspect challenging for many organizations to manage effectively. The complexities of handling vast amounts of data, ranging from exabytes to petabytes, have heightened concerns regarding potential security breaches and data loss incidents. In the contemporary competitive landscape, marketing teams demand real-time access to secure data to deliver exceptional customer experiences. Organizations gather data from diverse touchpoints and analyze them comprehensively, encompassing various data types such as public information, big data sets, and customer-derived small data. This data includes permissions, individual preferences, and updated contact details related to products, services, and communication channels. Therefore, it is imperative for vendors to uphold stringent data security measures to preserve customer trust and confidentiality. Recent cyber threats underscore the importance of collaboration between marketing and IT teams to ensure a thorough understanding of data collection, processing, and utilization protocols across operational workflows. Although significant cyberattacks persistently impede the widespread adoption of decision intelligence across data-intensive industries, ongoing technological advancements are expected to mitigate associated risks over the forecast period, with the benefits of technology adoption outweighing potential security concerns in the long run.

Global Decision Intelligence Market Ecosystem Analysis

The decision intelligence ecosystem is a dynamic and interconnected network of entities that collectively enable seamless communication between machines and devices through satellite networks. This ecosystem encompasses a diverse range of players, each contributing specialized services and solutions to facilitate efficient and global connectivity. The ecosystem of the decision intelligence include solution/services/platform providers, end users, and regulatory bodies.

 

By vertical, BFSI segment accounts for the largest market size during the forecast period.

The Banking, Financial Services, and Insurance (BFSI) sectors are experiencing significant growth in the decision intelligence market, driven by transformative technologies. Artificial Intelligence (AI) and Machine Learning (ML) algorithms are revolutionizing risk management, fraud detection, and customer insights, enhancing operational efficiencies and personalized services. Big Data analytics platforms handle massive datasets to extract valuable business intelligence, enabling data-driven decision-making across financial institutions. Moreover, adopting cloud computing infrastructure ensures scalable and cost-effective data processing, further fueling innovation and competitiveness in the BFSI sector's decision intelligence landscape.

By business functions, human resources segment is projected to grow at the highest CAGR during the forecast period.

Human Resources (HR) is experiencing substantial growth within the decision intelligence market due to advanced analytics, AI-driven tools, and predictive modeling. Organizations leverage HR data for talent acquisition, retention, and workforce optimization using machine learning algorithms. HR analytics enhances decision-making by providing insights into employee performance, engagement, and skill gaps. This data-driven approach enables companies to align HR strategies with business objectives, improve organizational effectiveness, and drive innovation. With the integration of big data technologies, HR professionals can harness real-time data streams for agile decision-making, fostering a competitive edge in talent management and organizational development within the evolving business landscape.

North America region holds the largest share of the Decision Intelligence Market.

North America is one of the leading markets for decision intelligence in terms of market share. Countries like US and Canada are adpoting to this technology in multiple application areas. Propelling to its growth in this region. The high penetration of decision intelligence in multiple verticles such as BFSI and healthcare and retail is driving th growth.

 
 

Recent Developments of Decision Intelligence Market industry

  • In February 2024, IBM Cloud Pak for Data version 4.8 introduced significant enhancements, offering faster access to distributed data sources, reduced ETL requests, and improved data cataloging capabilities. This update aimed to streamline data management processes, enhance productivity, and enable more efficient organizational decision-making leveraging the platform's features.
  • In November 2023, Wonderbox Group collaborated with Board, an intelligent planning solutions provider, to improve sales forecasting and cost optimization. It aimed to streamline budgeting processes, manage P&L more effectively, and boost technical performance through agile and customized processes. With the Board's tools, they can unify data, collaborate efficiently, and make informed decisions for controlling costs.

Key Market Players

KEY PLAYERS IN THE Decision Intelligence Market INCLUDE

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Scope of the Report

Report Attribute Details
Market size available for years 2019–2030
Base year considered 2023
Forecast period 2024–2030
Forecast units USD Billion
Segments Covered Offering, Type, Business Function, Vertical, and Region.
Geographies covered North America, Europe, Asia Pacific, Middle East & Africa, and Latin America
Companies covered IBM(US), Oracle (US), Google (US), Intel (US), Microsoft (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)

 

Key Questions Addressed by the Report

What is Decision Intelligence?
AI-based decision intelligence is a capability developed through human-technology collaboration, encompassing data science, Machine Learning (ML), and management decision-making. It is facilitated through AI technologies (ML, Natural Language Processing, computer vision) and advanced analytics (predictive and prescriptive). It helps businesses make informed decisions regarding their operations and strategic outcomes. Read More
Which region is expected to hold the highest share in the decision intelligence market?
North America holds the highest market share due to its strong economy, advanced technological infrastructure, and favorable regulatory environment, which foster innovation and growth in decision intelligence. Read More
Which are key verticals adopting decision intelligence platforms, solutions, and services?
Key end users adopting decision intelligence solutions and services include BFSI, retail & eCommerce, healthcare & life sciences, telecommunications, energy & utilities, manufacturing, government, defense, and other verticals like media & entertainment, travel & hospitality, and IT/ITeS. Read More
Which are the key drivers supporting the market growth for decision intelligence?
Key drivers include digital transformation streamlining corporate lending, customer demand for seamless decision intelligence development, and the complexity of financial markets demanding robust risk management in lending platforms. Read More
Who are the key vendors in the market for decision intelligence?
Key vendors include IBM, Oracle, Intel, Microsoft, Google, TCS, DOMO, Board International, Provenir, Pyramid Analytics, 4CAST, H20.ai, Remi.AI, Quantellia, Peak.AI, DIWO, Cerebra, Clarifai, FLYR LABS, Metaphacts, Systems Technology Group, Paretos, Course5i, Telius, Evolution Analytics, HyperFinity, Aera Technology, Quantexa, Urbint, PlanningForce, and EY. Read More

 

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Table of Contents

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TITLE
PAGE NO
INTRODUCTION
34
RESEARCH METHODOLOGY
39
EXECUTIVE SUMMARY
51
PREMIUM INSIGHTS
57
MARKET OVERVIEW AND INDUSTRY TRENDS
60
  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    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 decision-making process to boost adoption of decision intelligence technology
    CHALLENGES
    - Extraction of data from data silos
    - Concerns about security and privacy of data
  • 5.3 DECISION INTELLIGENCE: EVOLUTION
  • 5.4 ECOSYSTEM ANALYSIS
    SOLUTION PROVIDERS
    SERVICE PROVIDERS
    PLATFORM PROVIDERS
    END USERS
    REGULATORY BODIES
  • 5.5 CASE STUDY ANALYSIS
    CASE STUDY 1: FACULTY AI LEVERAGED AI TO ENHANCE MILITARY CAPABILITIES AND PROTECT CITIZENS
    CASE STUDY 2: BIGBEAR.AI SUPPORTED DOD IN ACHIEVING DECISION ADVANTAGE THROUGH AI-POWERED ANALYTICS
    CASE STUDY 3: HUMANA USED IBM WATSON ASSISTANT TO ADDRESS CUSTOMER QUERIES
    CASE STUDY 4: COCA-COLA USED IBM WATSON SERVICES FOR CORE MACHINE LEARNING TO IDENTIFY EQUIPMENT ISSUES, DIAGNOSE PROBLEMS, AND TROUBLESHOOT REPAIRS
    CASE STUDY 5: FREEANDSINGLE GENERATED 5× MORE VALUE FROM EXISTING USER BASE WITH PEAK.AI
    CASE STUDY 6: PYRAMID ANALYTICS HELPED BROWARD COUNTY AVIATION’S FORT LAUDERDALE-HOLLYWOOD INTERNATIONAL AIRPORT TAKE DECISION INTELLIGENCE TO NEW HEIGHTS
    CASE STUDY 7: CLEARSENSE IMPROVED HEALTHCARE OPERATIONS THROUGH DATA ANALYSIS WITH SMARTVIEW
  • 5.6 SUPPLY CHAIN ANALYSIS
  • 5.7 REGULATORY LANDSCAPE
    REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    - North America
    - Europe
    - Asia Pacific
    - Middle East & Africa
    - Latin America
  • 5.8 PATENT ANALYSIS
    METHODOLOGY
    PATENTS FILED, BY DOCUMENT TYPE
    INNOVATION AND PATENT APPLICATIONS
    TOP 10 APPLICANTS IN DECISION INTELLIGENCE MARKET
  • 5.9 TECHNOLOGICAL ANALYSIS
    KEY TECHNOLOGIES
    - Artificial Intelligence (AI)
    - Big data
    - Cybersecurity
    ADJACENT TECHNOLOGIES
    - Blockchain
    - IoT
    COMPLEMENTARY TECHNOLOGIES
    - NLP
    - Cloud computing
    - Digital twins
  • 5.10 PORTER’S FIVE FORCES ANALYSIS
    THREAT OF NEW ENTRANTS
    THREAT OF SUBSTITUTES
    BARGAINING POWER OF SUPPLIERS
    BARGAINING POWER OF BUYERS
    INTENSITY OF COMPETITIVE RIVALRY
  • 5.11 KEY STAKEHOLDERS & BUYING CRITERIA
    KEY STAKEHOLDERS IN BUYING PROCESS
    BUYING CRITERIA
  • 5.12 TECHNOLOGY ROADMAP OF DECISION INTELLIGENCE MARKET
  • 5.13 BUSINESS MODELS OF DECISION INTELLIGENCE MARKET
  • 5.14 IMPACT OF DECISION INTELLIGENCE ON ENVIRONMENT, SOCIAL, AND GOVERNANCE INITIATIVES
  • 5.15 KEY CONFERENCES & EVENTS
  • 5.16 INVESTMENT AND FUNDING SCENARIO
  • 5.17 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
  • 5.18 PRICING ANALYSIS
    AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY APPLICATION
    INDICATIVE PRICING ANALYSIS, BY DECISION INTELLIGENCE PLATFORM VENDOR
DECISION INTELLIGENCE MARKET, BY OFFERING
99
  • 6.1 INTRODUCTION
    OFFERINGS: MARKET DRIVERS
  • 6.2 PLATFORMS
    PLATFORMS TO OFFER SCALABILITY AND FLEXIBILITY, ADAPT TO GROWING ORGANIZATIONAL NEEDS, AND SUPPORT VARIOUS DEPLOYMENT OPTIONS
  • 6.3 SOLUTIONS
    OPTIMIZATION OF RESOURCE ALLOCATION AND NEED TO MAKE INFORMED DECISIONS TO DRIVE MARKET
    BY INTEGRATION LEVEL
    - Integrated solutions
    - Standalone solutions
    BY DEPLOYMENT MODE
    - On-premises
    - Cloud
  • 6.4 SERVICES
    DECISION INTELLIGENCE SERVICES TO EVALUATE CURRENT PROCESSES, IDENTIFY IMPROVEMENT AREAS, AND DEVISE IMPLEMENTATION STRATEGIES
    PROFESSIONAL SERVICES
    - Consulting services
    - Deployment & integration services
    - Support & maintenance services
    MANAGED SERVICES
DECISION INTELLIGENCE MARKET, BY TYPE
117
  • 7.1 INTRODUCTION
    TYPES: MARKET DRIVERS
  • 7.2 DECISION AUTOMATION
    NEED TO REDUCE ERRORS, ENSURE CONSISTENCY IN DECISION OUTCOMES, AND ENHANCE OVERALL DECISION QUALITY WHILE MINIMIZING OPERATIONAL COSTS TO SPUR MARKET GROWTH
  • 7.3 DECISION AUGMENTATION
    GROWING DEMAND FOR DATA-CENTRIC DECISION-MAKING SOLUTIONS AND NEED FOR AGILE DECISION-MAKING PROCESSES TO PROPEL MARKET
  • 7.4 DECISION SUPPORT SYSTEMS (DSS)
    NEED FOR QUICK DATA-DRIVEN DECISION-MAKING TO ACCELERATE DEMAND FOR DECISION INTELLIGENCE SOLUTIONS
DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION
123
  • 8.1 INTRODUCTION
    BUSINESS FUNCTIONS: MARKET DRIVERS
  • 8.2 MARKETING & SALES
    DECISION INTELLIGENCE TO PROVIDE PREDICTIVE INSIGHTS, OPTIMIZE DECISION-MAKING PROCESSES, AND ENHANCE OVERALL BUSINESS PERFORMANCE
    BRAND PERFORMANCE
    PROMOTION/INCENTIVE OPTIMIZATION
    CUSTOMER SEGMENTATION
    MULTICHANNEL ANALYSIS
    OTHERS
  • 8.3 FINANCE & ACCOUNTING
    DECISION INTELLIGENCE TO MAKE INFORMED AND IMPACTFUL DECISIONS TO DRIVE SUSTAINABLE GROWTH AND PROFITABILITY
    FINANCIAL PLANNING & ANALYSIS
    COST OPTIMIZATION & MANAGEMENT
    TAX PLANNING & OPTIMIZATION
    OTHERS
  • 8.4 HUMAN RESOURCES
    DECISION INTELLIGENCE IN HUMAN RESOURCES TO AMPLIFY ORGANIZATIONAL EFFICACY, NURTURE EMPLOYEE CONTENTMENT, AND FUEL SUSTAINABLE GROWTH THROUGH JUDICIOUS DECISION-MAKING
    EMPLOYEE RETENTION
    WORKFORCE ALLOCATION OPTIMIZATION
    SKILL ASSESSMENT
    OTHERS
  • 8.5 OPERATIONS
    DECISION INTELLIGENCE TO PROCESS LARGE AMOUNTS OF DATA, IMPROVE DECISION-MAKING PROCESSES, AND DEMOCRATIZE ANALYTICS BY MERGING SOCIAL SCIENCE WITH DATA SCIENCE
    ROOT CAUSE ANALYSIS
    DEMAND FORECASTING
    SUPPLIER PERFORMANCE
    OTHERS
  • 8.6 RESEARCH & DEVELOPMENT
    DECISION INTELLIGENCE TO FOCUS ON FORWARD-LOOKING, DATA-DRIVEN DECISIONS, UTILIZING AI TOOLS AND HUMAN EXPERTISE TO MITIGATE UNCERTAINTY PROCESS
    IDEA EVALUATION
    RESOURCE ALLOCATION
    PROJECT PRIORITIZATION
    PORTFOLIO MANAGEMENT
    OTHERS
DECISION INTELLIGENCE MARKET, BY VERTICAL
137
  • 9.1 INTRODUCTION
    VERTICALS: MARKET DRIVERS
  • 9.2 BFSI
    DECISION INTELLIGENCE TO HELP GAIN COMPETITIVE EDGE BY MAKING BETTER DECISIONS IN LESS TIME
    ASSET & INVESTMENT MANAGEMENT
    CUSTOMER SUPPORT
    CREDIT DECISIONS
    FRAUD DETECTION
    INSURANCE PRODUCT & POLICY DESIGN
    OTHER BFSI APPLICATIONS
  • 9.3 RETAIL & ECOMMERCE
    DECISION INTELLIGENCE TO OPTIMIZE PRICING STRATEGIES, ENHANCE POLICY FORMULATION, AND IMPROVE REVENUE
    PERSONALIZED RECOMMENDATIONS
    SUPPLY CHAIN MANAGEMENT
    VIRTUAL ASSISTANT
    OMNICHANNEL INTEGRATION
    OTHER RETAIL & ECOMMERCE APPLICATIONS
  • 9.4 HEALTHCARE & LIFE SCIENCES
    DECISION INTELLIGENCE SOLUTIONS TO PROVIDE BETTER HEALTHCARE SYSTEM WITH LESSER DATA ISSUES
    MEDICAL IMAGING & DIAGNOSTICS
    EMERGENCY SUPPORT
    DRUG DISCOVERY & CLINICAL RESEARCH
    TECHNICAL DIAGNOSIS & SUPPORT
    OTHER HEALTHCARE & LIFE SCIENCES APPLICATIONS
  • 9.5 TELECOMMUNICATIONS
    DECISION INTELLIGENCE TO ENABLE HIGH-QUALITY DATA GOVERNANCE AND DATA-DRIVEN DECISION-MAKING FOR CUSTOMERS' BUSINESS ACTIVITIES
    AGENT SUPPORT & CUSTOMER SERVICES
    SERVICE ASSURANCE
    NETWORK ANALYSIS
    SPECTRUM MANAGEMENT
    OTHER TELECOMMUNICATION APPLICATIONS
  • 9.6 ENERGY & UTILITIES
    DECISION INTELLIGENCE SOLUTIONS TO ENHANCE EFFICIENCY AND REDUCE WASTE
    PREDICTIVE MAINTENANCE
    OUTAGE MANAGEMENT
    BUSINESS PROCESS AUTOMATION
    ENERGY MONITORING
    OTHER ENERGY & UTILITY APPLICATIONS
  • 9.7 MANUFACTURING
    DECISION INTELLIGENCE TO TACKLE MANUFACTURING CHALLENGES WITH FASTER AND SMARTER DECISION-MAKING
    PERFORMANCE MONITORING & CONTROL
    QUALITY CONTROL
    GENERATIVE DESIGN
    PRODUCTION YIELD OPTIMIZATION
    OTHER MANUFACTURING APPLICATIONS
  • 9.8 GOVERNMENT
    DECISION INTELLIGENCE TO HELP POLICYMAKERS ANALYZE LARGE DATASETS OF DIFFERENT POLICY OPTIONS, ALLOCATE RESOURCES EFFICIENTLY BASED ON DATA-DRIVEN INSIGHTS, AND MITIGATE RISKS
    UNIFYING DATA
    AI-POWERED CHATBOTS
    POLICYMAKING
    AUTOMATING INCIDENT RESPONSE
    TARGETED RESOURCE ALLOCATION
    IMPROVED CITIZEN SERVICES
    OTHER GOVERNMENT APPLICATIONS
  • 9.9 DEFENSE
    DECISION INTELLIGENCE TO AID IN ENHANCING INTEROPERABILITY AND COALITION
    TARGET RECOGNITION
    COMMAND & CONTROL SYSTEMS
    INTELLIGENCE & SURVEILLANCE
    MISSION PLANNING
    EMERGENCY MANAGEMENT
    OTHER DEFENSE APPLICATIONS
  • 9.10 OTHER VERTICALS
DECISION INTELLIGENCE MARKET, BY REGION
174
  • 10.1 INTRODUCTION
  • 10.2 NORTH AMERICA
    NORTH AMERICA: MARKET DRIVERS
    NORTH AMERICA: RECESSION IMPACT
    US
    - Rising adoption of technology to drive growth of decision intelligence market
    CANADA
    - Government initiatives to boost investments in decision intelligence to propel market
  • 10.3 EUROPE
    EUROPE: MARKET DRIVERS
    EUROPE: RECESSION IMPACT
    GERMANY
    - Rise in tech advancements and growing demand for data-driven solutions to spur growth
    UK
    - Recent advancements in technology and notable government initiatives to drive growth
    FRANCE
    - Advancements, collaborations, and government support to propel decision intelligence market
    ITALY
    - Government initiatives to support growth of digital economy and foster innovation to propel market
    SPAIN
    - Advancements in technology and increasing adoption of decision intelligence solutions to drive its demand
    REST OF EUROPE
  • 10.4 ASIA PACIFIC
    ASIA PACIFIC: MARKET DRIVERS
    ASIA PACIFIC: RECESSION IMPACT
    CHINA
    - Increasing integration of AI-driven predictive analytics and ML algorithms into decision-making frameworks to encourage market growth
    JAPAN
    - Rapid tech advancements and government initiatives to drive demand for decision intelligence solutions
    INDIA
    - Rapid digitization across various industries, proliferation of cloud computing infrastructure, and availability of affordable computing resources to boost market growth
    SOUTH KOREA
    - Need for ethical and responsible utilization of AI and data in decision-making paradigms to drive market
    AUSTRALIA & NEW ZEALAND
    - Emphasis on collaboration between government, industries, and academia to drive growth of decision intelligence market
    REST OF ASIA PACIFIC
  • 10.5 MIDDLE EAST & AFRICA
    MIDDLE EAST & AFRICA: MARKET DRIVERS
    MIDDLE EAST & AFRICA: RECESSION IMPACT
    UAE
    - Strategic incorporation of AI across sectors to drive market growth
    KSA
    - Saudi Arabia’s adoption of decision intelligence solutions to strengthen country’s decision-making processes and drive economic growth
    QATAR
    - Need for optimizing inventory management to boost demand for decision intelligence solutions
    ISRAEL
    - Need to leverage advanced technologies for decision-making processes to fuel market growth
    SOUTH AFRICA
    - Steps taken by government to educate and create awareness regarding advanced technologies to drive market
    REST OF MIDDLE EAST & AFRICA
  • 10.6 LATIN AMERICA
    LATIN AMERICA: MARKET DRIVERS
    LATIN AMERICA: RECESSION IMPACT
    BRAZIL
    - Growing digital transformation to fuel demand for AI solutions
    MEXICO
    - Increasing trade, rising customer base, and government initiatives to fuel growth of decision intelligence solutions
    ARGENTINA
    - Government initiatives in Argentina to foster market growth
    REST OF LATIN AMERICA
COMPETITIVE LANDSCAPE
232
  • 11.1 OVERVIEW
  • 11.2 KEY PLAYER STRATEGIES/RIGHT TO WIN
  • 11.3 REVENUE ANALYSIS
  • 11.4 MARKET SHARE ANALYSIS
    MARKET RANKING ANALYSIS
  • 11.5 BRAND/PRODUCT COMPARATIVE ANALYSIS
  • 11.6 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT: KEY PLAYERS, 2023
    - Company footprint
    - Offering footprint
    - Regional footprint
    - Vertical footprint
    - Business function footprint
  • 11.7 COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023
    PROGRESSIVE COMPANIES
    RESPONSIVE COMPANIES
    DYNAMIC COMPANIES
    STARTING BLOCKS
    COMPETITIVE BENCHMARKING: START-UPS/SMES, 2023
  • 11.8 COMPETITIVE SCENARIO AND TRENDS
    PRODUCT LAUNCHES
    DEALS
  • 11.9 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
COMPANY PROFILES
251
  • 12.1 KEY PLAYERS
    IBM
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    ORACLE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    GOOGLE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    INTEL
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    MICROSOFT
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    TCS
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    DOMO
    - Business overview
    - Products/Solutions/Services offered.
    - Recent developments
    BOARD INTERNATIONAL
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    H2O.AI
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    PROVENIR
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    PYRAMID ANALYTICS
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    4CAST
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    SYSTEMS TECHNOLOGY GROUP (STG)
    COURSE5I
    EY
    QUANTEXA
  • 12.2 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
307
  • 13.1 INTRODUCTION
  • 13.2 ARTIFICIAL INTELLIGENCE MARKET—GLOBAL FORECAST TO 2030
    MARKET DEFINITION
    MARKET OVERVIEW
    ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING
    ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT MODE
    ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
    ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL
    ARTIFICIAL INTELLIGENCE MARKET, BY REGION
  • 13.3 AI GOVERNANCE MARKET - GLOBAL FORECAST TO 2026
    MARKET DEFINITION
    MARKET OVERVIEW
    BUSINESS INTELLIGENCE MARKET, BY COMPONENT
    BUSINESS INTELLIGENCE MARKET, BY SOLUTION
    BUSINESS INTELLIGENCE MARKET, BY SERVICE
    BUSINESS INTELLIGENCE MARKET, BY DEPLOYMENT MODE
    BUSINESS INTELLIGENCE MARKET, BY ORGANIZATION SIZE
    BUSINESS INTELLIGENCE MARKET, BY BUSINESS FUNCTION
    BUSINESS INTELLIGENCE MARKET, BY INDUSTRY VERTICAL
    BUSINESS INTELLIGENCE MARKET, BY REGION
APPENDIX
326
  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS
LIST OF TABLES
 
  • TABLE 1 USD EXCHANGE RATE, 2020–2023
  • TABLE 2 PRIMARY INTERVIEWS
  • TABLE 3 FACTOR ANALYSIS
  • TABLE 4 GLOBAL DECISION INTELLIGENCE MARKET AND GROWTH RATE, 2019–2023 (USD MILLION, Y-O-Y)
  • TABLE 5 GLOBAL MARKET AND GROWTH RATE, 2024–2030 (USD MILLION, Y-O-Y)
  • TABLE 6 ROLE OF PLAYERS IN DECISION INTELLIGENCE MARKET ECOSYSTEM
  • TABLE 7 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 8 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 9 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 10 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 11 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 12 PATENTS FILED, 2013–2023
  • TABLE 13 TOP 20 PATENT OWNERS IN DECISION INTELLIGENCE MARKET, 2013–2023
  • TABLE 14 LIST OF PATENTS GRANTED IN DECISION INTELLIGENCE MARKET, 2021–2023
  • TABLE 15 MARKET: PORTER’S FIVE FORCES ANALYSIS
  • TABLE 16 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR KEY VERTICALS
  • TABLE 17 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • TABLE 18 SHORT-TERM ROADMAP (UPTO 2027)
  • TABLE 19 LONG-TERM ROADMAP (UPTO 2030)
  • TABLE 20 BUSINESS MODELS OF DECISION INTELLIGENCE MARKET
  • TABLE 21 MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024–2025
  • TABLE 22 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY APPLICATION
  • TABLE 23 DECISION INTELLIGENCE PLATFORM: INDICATIVE PRICING LEVELS OF DECISION INTELLIGENCE PLATFORM, BY OFFERING
  • TABLE 24 DECISION INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 25 MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 26 PLATFORMS: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 27 PLATFORMS: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 28 SOLUTIONS: MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION)
  • TABLE 29 SOLUTIONS: MARKET, BY INTEGRATION LEVEL, 2024–2030 (USD MILLION)
  • TABLE 30 INTEGRATED SOLUTIONS: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 31 INTEGRATED SOLUTIONS: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 32 STANDALONE SOLUTIONS: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 33 STANDALONE SOLUTIONS: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 34 SOLUTIONS: MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
  • TABLE 35 SOLUTIONS: MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
  • TABLE 36 ON-PREMISES: DECISION INTELLIGENCE SOLUTIONS MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 37 ON-PREMISES: DECISION INTELLIGENCE SOLUTIONS MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 38 CLOUD: DECISION INTELLIGENCE SOLUTIONS MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 39 CLOUD: DECISION INTELLIGENCE SOLUTIONS MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 40 DECISION INTELLIGENCE MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 41 MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 42 SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 43 SERVICES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 44 MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
  • TABLE 45 MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
  • TABLE 46 PROFESSIONAL SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 47 PROFESSIONAL SERVICES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 48 CONSULTING SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 49 CONSULTING SERVICES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 50 DEPLOYMENT & INTEGRATION SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 51 DEPLOYMENT & INTEGRATION SERVICES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 52 SUPPORT & MAINTENANCE SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 53 SUPPORT & MAINTENANCE SERVICES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 54 MANAGED SERVICES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 55 MANAGED SERVICES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 56 DECISION INTELLIGENCE MARKET, BY TYPE, 2019–2023 (USD MILLION)
  • TABLE 57 MARKET, BY TYPE, 2024–2030 (USD MILLION)
  • TABLE 58 DECISION AUTOMATION: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 59 DECISION AUTOMATION: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 60 DECISION AUGMENTATION: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 61 DECISION AUGMENTATION: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 62 DECISION SUPPORT SYSTEMS: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 63 DECISION SUPPORT SYSTEMS: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 64 MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
  • TABLE 65 DECISION INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
  • TABLE 66 MARKETING & SALES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 67 MARKETING & SALES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 68 FINANCE & ACCOUNTING: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 69 FINANCE & ACCOUNTING: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 70 HUMAN RESOURCES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 71 HUMAN RESOURCES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 72 OPERATIONS: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 73 OPERATIONS: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 74 RESEARCH & DEVELOPMENT: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 75 RESEARCH & DEVELOPMENT: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 76 DECISION INTELLIGENCE MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
  • TABLE 77 MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
  • TABLE 78 BANKING, FINANCIAL SERVICES, AND INSURANCE: USE CASES
  • TABLE 79 BFSI: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
  • TABLE 80 BFSI: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
  • TABLE 81 BFSI: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 82 BFSI: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 83 RETAIL & ECOMMERCE: USE CASES
  • TABLE 84 RETAIL & ECOMMERCE: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
  • TABLE 85 RETAIL & ECOMMERCE: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
  • TABLE 86 RETAIL & ECOMMERCE: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 87 RETAIL & ECOMMERCE: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 88 HEALTHCARE & LIFE SCIENCES: USE CASES
  • TABLE 89 HEALTHCARE & LIFE SCIENCES: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
  • TABLE 90 HEALTHCARE & LIFE SCIENCES: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
  • TABLE 91 HEALTHCARE & LIFE SCIENCES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 92 HEALTHCARE & LIFE SCIENCES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 93 TELECOMMUNICATIONS: USE CASES
  • TABLE 94 TELECOMMUNICATIONS: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
  • TABLE 95 TELECOMMUNICATIONS: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
  • TABLE 96 TELECOMMUNICATIONS: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 97 TELECOMMUNICATIONS: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 98 ENERGY & UTILITIES: USE CASES
  • TABLE 99 ENERGY & UTILITIES: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
  • TABLE 100 ENERGY & UTILITIES: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
  • TABLE 101 ENERGY & UTILITIES: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 102 ENERGY & UTILITIES: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 103 MANUFACTURING: USE CASES
  • TABLE 104 MANUFACTURING: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
  • TABLE 105 MANUFACTURING: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
  • TABLE 106 MANUFACTURING: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 107 MANUFACTURING: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 108 GOVERNMENT: USE CASES
  • TABLE 109 GOVERNMENT: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
  • TABLE 110 GOVERNMENT: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
  • TABLE 111 GOVERNMENT: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 112 GOVERNMENT: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 113 DEFENSE: USE CASES
  • TABLE 114 DEFENSE: MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
  • TABLE 115 DEFENSE: MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
  • TABLE 116 DEFENSE: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 117 DEFENSE: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 118 OTHER VERTICALS: MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 119 OTHER VERTICALS: MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 120 MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 121 MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 122 NORTH AMERICA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 123 NORTH AMERICA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 124 NORTH AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION)
  • TABLE 125 NORTH AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024–2030 (USD MILLION)
  • TABLE 126 NORTH AMERICA: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 127 NORTH AMERICA: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 128 NORTH AMERICA: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
  • TABLE 129 NORTH AMERICA: MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
  • TABLE 130 NORTH AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
  • TABLE 131 NORTH AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
  • TABLE 132 NORTH AMERICA: MARKET, BY TYPE, 2019–2023 (USD MILLION)
  • TABLE 133 NORTH AMERICA: MARKET, BY TYPE, 2024–2030 (USD MILLION)
  • TABLE 134 NORTH AMERICA: MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
  • TABLE 135 NORTH AMERICA: MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
  • TABLE 136 NORTH AMERICA: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
  • TABLE 137 NORTH AMERICA: MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
  • TABLE 138 NORTH AMERICA: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
  • TABLE 139 NORTH AMERICA: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
  • TABLE 140 US: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 141 US: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 142 US: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION)
  • TABLE 143 US: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024–2030 (USD MILLION)
  • TABLE 144 US: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 145 US: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 146 US: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
  • TABLE 147 US: MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
  • TABLE 148 US: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
  • TABLE 149 US: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
  • TABLE 150 EUROPE: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 151 EUROPE: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 152 EUROPE: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION)
  • TABLE 153 EUROPE: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024–2030 (USD MILLION)
  • TABLE 154 EUROPE: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 155 EUROPE: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 156 EUROPE: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
  • TABLE 157 EUROPE: MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
  • TABLE 158 EUROPE: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
  • TABLE 159 EUROPE: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
  • TABLE 160 EUROPE: MARKET, BY TYPE, 2019–2023 (USD MILLION)
  • TABLE 161 EUROPE: MARKET, BY TYPE, 2024–2030 (USD MILLION)
  • TABLE 162 EUROPE: MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
  • TABLE 163 EUROPE: MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
  • TABLE 164 EUROPE: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
  • TABLE 165 EUROPE: MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
  • TABLE 166 EUROPE: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
  • TABLE 167 EUROPE: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
  • TABLE 168 GERMANY: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 169 GERMANY: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 170 GERMANY: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION)
  • TABLE 171 GERMANY: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024–2030 (USD MILLION)
  • TABLE 172 GERMANY: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 173 GERMANY: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 174 GERMANY: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
  • TABLE 175 GERMANY: MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
  • TABLE 176 GERMANY: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
  • TABLE 177 GERMANY: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
  • TABLE 178 ASIA PACIFIC: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 179 ASIA PACIFIC: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 180 ASIA PACIFIC: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION)
  • TABLE 181 ASIA PACIFIC: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024–2030 (USD MILLION)
  • TABLE 182 ASIA PACIFIC: DECISION INTELLIGENCE MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 183 ASIA PACIFIC: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 184 ASIA PACIFIC: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
  • TABLE 185 ASIA PACIFIC: MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
  • TABLE 186 ASIA PACIFIC: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
  • TABLE 187 ASIA PACIFIC: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
  • TABLE 188 ASIA PACIFIC: MARKET, BY TYPE, 2019–2023 (USD MILLION)
  • TABLE 189 ASIA PACIFIC: MARKET, BY TYPE, 2024–2030 (USD MILLION)
  • TABLE 190 ASIA PACIFIC: MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
  • TABLE 191 ASIA PACIFIC: MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
  • TABLE 192 ASIA PACIFIC: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
  • TABLE 193 ASIA PACIFIC: MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
  • TABLE 194 ASIA PACIFIC: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
  • TABLE 195 ASIA PACIFIC: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
  • TABLE 196 CHINA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 197 CHINA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 198 CHINA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION)
  • TABLE 199 CHINA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024–2030 (USD MILLION)
  • TABLE 200 CHINA: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 201 CHINA: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 202 CHINA: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
  • TABLE 203 CHINA: MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
  • TABLE 204 CHINA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
  • TABLE 205 CHINA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
  • TABLE 206 MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 207 MIDDLE EAST & AFRICA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 208 MIDDLE EAST & AFRICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION)
  • TABLE 209 MIDDLE EAST & AFRICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024–2030 (USD MILLION)
  • TABLE 210 MIDDLE EAST & AFRICA: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 211 MIDDLE EAST & AFRICA: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 212 MIDDLE EAST & AFRICA: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
  • TABLE 213 MIDDLE EAST & AFRICA: MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
  • TABLE 214 MIDDLE EAST & AFRICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
  • TABLE 215 MIDDLE EAST & AFRICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
  • TABLE 216 MIDDLE EAST & AFRICA: MARKET, BY TYPE, 2019–2023 (USD MILLION)
  • TABLE 217 MIDDLE EAST & AFRICA: MARKET, BY TYPE, 2024–2030 (USD MILLION)
  • TABLE 218 MIDDLE EAST & AFRICA: MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
  • TABLE 219 MIDDLE EAST & AFRICA: MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
  • TABLE 220 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
  • TABLE 221 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
  • TABLE 222 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
  • TABLE 223 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
  • TABLE 224 LATIN AMERICA: DECISION INTELLIGENCE MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 225 LATIN AMERICA: MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 226 LATIN AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2019–2023 (USD MILLION)
  • TABLE 227 LATIN AMERICA DECISION INTELLIGENCE SOLUTIONS MARKET, BY INTEGRATION LEVEL, 2024–2030 (USD MILLION)
  • TABLE 228 LATIN AMERICA: MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 229 LATIN AMERICA: MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 230 LATIN AMERICA: MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)
  • TABLE 231 LATIN AMERICA: MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)
  • TABLE 232 LATIN AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)
  • TABLE 233 LATIN AMERICA: DECISION INTELLIGENCE SOLUTIONS MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)
  • TABLE 234 LATIN AMERICA: MARKET, BY TYPE, 2019–2023 (USD MILLION)
  • TABLE 235 LATIN AMERICA: MARKET, BY TYPE, 2024–2030 (USD MILLION)
  • TABLE 236 LATIN AMERICA: MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
  • TABLE 237 LATIN AMERICA: MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
  • TABLE 238 LATIN AMERICA: MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
  • TABLE 239 LATIN AMERICA: MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
  • TABLE 240 LATIN AMERICA: MARKET, BY COUNTRY, 2019–2023 (USD MILLION)
  • TABLE 241 LATIN AMERICA: MARKET, BY COUNTRY, 2024–2030 (USD MILLION)
  • TABLE 242 OVERVIEW OF STRATEGIES ADOPTED BY KEY DECISION INTELLIGENCE VENDORS
  • TABLE 243 MARKET: DEGREE OF COMPETITION
  • TABLE 244 OFFERING FOOTPRINT (15 COMPANIES)
  • TABLE 245 REGIONAL FOOTPRINT (15 COMPANIES)
  • TABLE 246 VERTICAL FOOTPRINT (15 COMPANIES)
  • TABLE 247 BUSINESS FUNCTION FOOTPRINT (18 COMPANIES)
  • TABLE 248 DECISION INTELLIGENCE MARKET: DETAILED LIST OF KEY START-UPS/SMES
  • TABLE 249 MARKET: COMPETITIVE BENCHMARKING OF KEY START-UPS/SMES
  • TABLE 250 DECISION INTELLIGENCE MARKET: PRODUCT LAUNCHES & ENHANCEMENTS, MAY 2022–FEBRUARY 2024
  • TABLE 251 DECISION INTELLIGENCE MARKET: DEALS, AUGUST 2021–NOVEMBER 2023
  • TABLE 252 IBM: BUSINESS OVERVIEW
  • TABLE 253 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 254 IBM: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 255 IBM: DEALS
  • TABLE 256 ORACLE: BUSINESS OVERVIEW
  • TABLE 257 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 258 ORACLE: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 259 ORACLE: DEALS
  • TABLE 260 GOOGLE: BUSINESS OVERVIEW
  • TABLE 261 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 262 GOOGLE: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 263 GOOGLE: DEALS
  • TABLE 264 INTEL: BUSINESS OVERVIEW
  • TABLE 265 INTEL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 266 INTEL: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 267 INTEL: DEALS
  • TABLE 268 MICROSOFT: BUSINESS OVERVIEW
  • TABLE 269 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 270 MICROSOFT: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 271 MICROSOFT: DEALS
  • TABLE 272 TCS: BUSINESS OVERVIEW
  • TABLE 273 TCS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 274 TCS: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 275 DOMO: BUSINESS OVERVIEW
  • TABLE 276 DOMO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 277 DOMO: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 278 BOARD INTERNATIONAL: BUSINESS OVERVIEW
  • TABLE 279 BOARD INTERNATIONAL: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 280 BOARD INTERNATIONAL: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 281 BOARD INTERNATIONAL: DEALS
  • TABLE 282 H2O.AI: BUSINESS OVERVIEW
  • TABLE 283 H2O.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 284 H2O.AI: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 285 H2O.AI: DEALS
  • TABLE 286 PROVENIR: BUSINESS OVERVIEW
  • TABLE 287 PROVENIR: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 288 PROVENIR: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 289 PROVENIR: DEALS
  • TABLE 290 PROVENIR: OTHERS
  • TABLE 291 PYRAMID ANALYTICS: BUSINESS OVERVIEW
  • TABLE 292 PYRAMID ANALYTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 293 PYRAMID ANALYTICS: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 294 PYRAMID ANALYTICS: DEALS
  • TABLE 295 4CAST: BUSINESS OVERVIEW
  • TABLE 296 4CAST: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 297 4CAST: DEALS
  • TABLE 298 ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2017–2022 (USD MILLION, Y-O-Y GROWTH)
  • TABLE 299 ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2023–2030 (USD BILLION, Y-O-Y GROWTH)
  • TABLE 300 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017–2022 (USD MILLION)
  • TABLE 301 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023–2030 (USD MILLION)
  • TABLE 302 ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017–2022 (USD MILLION)
  • TABLE 303 ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023–2030 (USD MILLION)
  • TABLE 304 ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017–2022 (USD MILLION)
  • TABLE 305 ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023–2030 (USD MILLION)
  • TABLE 306 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2017–2022 (USD MILLION)
  • TABLE 307 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2023–2030 (USD MILLION)
  • TABLE 308 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION)
  • TABLE 309 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2023–2030 (USD MILLION)
  • TABLE 310 ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017–2022 (USD MILLION)
  • TABLE 311 ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023–2030 (USD MILLION)
  • TABLE 312 ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION)
  • TABLE 313 ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023–2030 (USD MILLION)
  • TABLE 314 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION)
  • TABLE 315 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION)
  • TABLE 316 ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION)
  • TABLE 317 ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION)
  • TABLE 318 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017–2022 (USD MILLION)
  • TABLE 319 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION)
  • TABLE 320 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION)
  • TABLE 321 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION)
  • TABLE 322 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION)
  • TABLE 323 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION)
  • TABLE 324 BUSINESS INTELLIGENCE MARKET, BY COMPONENT, 2016–2019 (USD MILLION)
  • TABLE 325 BUSINESS INTELLIGENCE MARKET, BY COMPONENT, 2019–2025 (USD MILLION)
  • TABLE 326 BUSINESS INTELLIGENCE MARKET, BY SOLUTION, 2016–2019 (USD MILLION)
  • TABLE 327 BUSINESS INTELLIGENCE MARKET, BY SOLUTION, 2019–2025 (USD MILLION)
  • TABLE 328 BUSINESS INTELLIGENCE MARKET, BY SERVICE, 2016–2019 (USD MILLION)
  • TABLE 329 BUSINESS INTELLIGENCE MARKET, BY SERVICE, 2019–2025 (USD MILLION)
  • TABLE 330 BUSINESS INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION)
  • TABLE 331 BUSINESS INTELLIGENCE MARKET, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
  • TABLE 332 BUSINESS INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION)
  • TABLE 333 BUSINESS INTELLIGENCE MARKET, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
  • TABLE 334 BUSINESS INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2016–2019 (USD MILLION)
  • TABLE 335 BUSINESS INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019–2025 (USD MILLION)
  • TABLE 336 BUSINESS INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2016–2019 (USD MILLION)
  • TABLE 337 BUSINESS INTELLIGENCE MARKET, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
  • TABLE 338 BUSINESS INTELLIGENCE MARKET, BY REGION, 2016–2019 (USD MILLION)
  • TABLE 339 BUSINESS INTELLIGENCE MARKET, BY REGION, 2019–2025 (USD MILLION)
LIST OF FIGURES
 
  • FIGURE 1 DECISION INTELLIGENCE MARKET: RESEARCH DESIGN
  • FIGURE 2 DATA TRIANGULATION
  • FIGURE 3 DECISION INTELLIGENCE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
  • FIGURE 4 APPROACH 1 (SUPPLY SIDE): REVENUE OF PLATFORMS/ SOLUTIONS/SERVICES IN MARKET
  • FIGURE 5 APPROACH 2 (BOTTOM-UP; SUPPLY SIDE): COLLECTIVE REVENUE OF PLATFORMS/SOLUTIONS/SERVICES IN MARKET
  • FIGURE 6 APPROACH 3 (BOTTOM-UP; SUPPLY SIDE): COLLECTIVE REVENUE FROM PLATFORMS/SOLUTIONS/SERVICES OF DECISION INTELLIGENCE MARKET
  • FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3—BOTTOM-UP (DEMAND SIDE): SHARE OF DECISION INTELLIGENCE MARKET THROUGH OVERALL SPENDING
  • FIGURE 8 PLATFORMS SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024
  • FIGURE 9 INTEGRATED SOLUTIONS SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2024
  • FIGURE 10 CLOUD DEPLOYMENT MODE TO ACCOUNT FOR LARGER MARKET SHARE IN 2024
  • FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2024
  • FIGURE 12 CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024
  • FIGURE 13 DECISION AUTOMATION SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024
  • FIGURE 14 MARKETING & SALES SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024
  • FIGURE 15 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024
  • FIGURE 16 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE IN 2024
  • FIGURE 17 GROWING ADVENT OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE TO PROPEL MARKET
  • FIGURE 18 DECISION INTELLIGENCE MARKET TO WITNESS A MINOR DECLINE IN Y-O-Y GROWTH IN 2024
  • FIGURE 19 MARKETING & SALES SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
  • FIGURE 20 PLATFORMS AND BFSI SEGMENTS TO ACCOUNT FOR SIGNIFICANT MARKET SHARES IN 2024
  • FIGURE 21 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SHARE IN 2024
  • FIGURE 22 DECISION INTELLIGENCE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  • FIGURE 23 DECISION INTELLIGENCE MARKET EVOLUTION
  • FIGURE 24 KEY PLAYERS IN DECISION INTELLIGENCE MARKET ECOSYSTEM
  • FIGURE 25 SUPPLY/VALUE CHAIN ANALYSIS
  • FIGURE 26 PATENTS GRANTED, 2013–2023
  • FIGURE 27 TOP 10 APPLICANTS IN DECISION INTELLIGENCE MARKET, 2013–2023
  • FIGURE 28 REGIONAL ANALYSIS OF PATENTS GRANTED, 2013–2023
  • FIGURE 29 PORTER’S FIVE FORCES ANALYSIS
  • FIGURE 30 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
  • FIGURE 31 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • FIGURE 32 DECISION INTELLIGENCE MARKET: INVESTMENT LANDSCAPE, 2017–2022
  • FIGURE 33 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
  • FIGURE 34 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY APPLICATION
  • FIGURE 35 SOLUTIONS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 36 INTEGRATED SOLUTIONS SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 37 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 38 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET DURING FORECAST PERIOD
  • FIGURE 39 CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
  • FIGURE 40 DECISION SUPPORT SYSTEMS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 41 SALES & MARKETING SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
  • FIGURE 42 BFSI SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD
  • FIGURE 43 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE DURING FORECAST PERIOD
  • FIGURE 44 INDIA TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD
  • FIGURE 45 NORTH AMERICA: MARKET SNAPSHOT
  • FIGURE 46 ASIA PACIFIC: DECISION INTELLIGENCE MARKET SNAPSHOT
  • FIGURE 47 TOP FIVE PLAYERS DOMINATING MARKET IN LAST FIVE YEARS
  • FIGURE 48 MARKET SHARE ANALYSIS FOR KEY PLAYERS, 2023
  • FIGURE 49 BRAND/PRODUCT COMPARATIVE ANALYSIS
  • FIGURE 50 DECISION INTELLIGENCE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
  • FIGURE 51 COMPANY FOOTPRINT (15 COMPANIES)
  • FIGURE 52 DECISION INTELLIGENCE MARKET: COMPANY EVALUATION MATRIX (START-UPS/SMES), 2023
  • FIGURE 53 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
  • FIGURE 54 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
  • FIGURE 55 IBM: COMPANY SNAPSHOT
  • FIGURE 56 ORACLE: COMPANY SNAPSHOT
  • FIGURE 57 GOOGLE: COMPANY SNAPSHOT
  • FIGURE 58 INTEL: COMPANY SNAPSHOT
  • FIGURE 59 MICROSOFT: COMPANY SNAPSHOT
  • FIGURE 60 TCS: COMPANY SNAPSHOT
  • FIGURE 61 DOMO: COMPANY SNAPSHOT

 

The research study for the decision intelligence market involved extensive secondary sources, directories, and several journals. Primary sources were mainly industry experts from the core and related industries, preferred decision intelligence solution providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews were conducted with various primary respondents, including key industry participants and subject matter experts, to obtain and verify critical qualitative and quantitative information, and assess the market’s prospects.

Secondary Research

The market size of companies offering decision intelligence platforms, solutions and services was arrived at based on secondary data available through paid and unpaid sources. It was also arrived at by analyzing the product portfolios of major companies and rating the companies based on their performance and quality.

In the secondary research process, various sources were referred to for identifying and collecting information for this study. Secondary sources included annual reports, press releases, and investor presentations of companies; white papers, journals, and certified publications; and articles from recognized authors, directories, and databases. The data was also collected from other secondary sources, such as journals, government websites, blogs, and vendor websites. Additionally, decision intelligence spending of various countries was extracted from the respective sources. Secondary research was mainly used to obtain key information related to the industry’s value chain and supply chain to identify key players based on platforms, solutions, services, market classification, and segmentation according to offerings of major players, industry trends related to solutions, platforms, services, types, business functions, verticals, and regions, and key developments from both market- and technology-oriented perspectives.

Primary Research

In the primary research process, various primary sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, including Chief Experience Officers (CXOs); Vice Presidents (VPs); directors from business development, marketing, and decision intelligence expertise; related key executives from decision intelligence solution vendors, SIs, professional service providers, and industry associations; and key opinion leaders.

Primary interviews were conducted to gather insights, such as market statistics, revenue data collected from solutions and services, market breakups, market size estimations, market forecasts, and data triangulation. Primary research also helped understand various trends related to technologies, applications, deployments, and regions. Stakeholders from the demand side, such as Chief Information Officers (CIOs), Chief Technology Officers (CTOs), Chief Strategy Officers (CSOs), and end users using decision intelligence, were interviewed to understand the buyer’s perspective on suppliers, products, service providers, and their current usage of decision intelligence platforms, solution and services which would impact the overall decision intelligence market.

The following is the breakup of primary profiles:

Decision Intelligence Market Size, and Share

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Market Size Estimation

Multiple approaches were adopted for estimating and forecasting the decision intelligence market. The first approach involves estimating the market size by summation of companies’ revenue generated through the sale of platforms, solutions, and services.

Market Size Estimation Methodology-Top-down approach

In the top-down approach, an exhaustive list of all the vendors offering solutions and services in the decision intelligence market was prepared. The revenue contribution of the market vendors was estimated through annual reports, press releases, funding, investor presentations, paid databases, and primary interviews. Each vendor’s offerings were evaluated based on the breadth of offerings, types, business functions, verticals, and regions. The aggregate of all the companies’ revenue was extrapolated to reach the overall market size. Each subsegment was studied and analyzed for its global market size and regional penetration. The markets were triangulated through both primary and secondary research. The primary procedure included extensive interviews for key insights from industry leaders, such as CIOs, CEOs, VPs, directors, and marketing executives. The market numbers were further triangulated with the existing MarketsandMarkets repository for validation.

Market Size Estimation Methodology-Bottom-up approach

In the bottom-up approach, the adoption rate of decision intelligence offerings among different end users in key countries with respect to their regions contributing the most to the market share was identified. For cross-validation, the adoption of decision intelligence solutions and services among industries, along with different use cases with respect to their regions, was identified and extrapolated. Weightage was given to use cases identified in the different areas for the market size calculation.

Based on the market numbers, the regional split was determined by primary and secondary sources. The procedure included the analysis of the decision intelligence market’s regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socio-economic analysis of each country, strategic vendor analysis of major decision intelligence solution providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primaries, the exact values of the overall decision intelligence market size and segments’ size were determined and confirmed using the study.

Top-down and Bottom-up approaches

Decision Intelligence Market Top Down - Bottom Up Approach

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Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Market Definition

According to Peak.AI, decision intelligence is the commercial application of AI to the decision-making process of every area in a business. It is outcome-focused and delivers on commercial objectives. Organizations use decision intelligence to optimize every single department and improve business performance.

Stakeholders

  • Decision Intelligence Platform Providers
  • Independent Software Vendors (ISVs)
  • Investors and Venture Capitalists (VCs)
  • Managed Service Providers
  • Support and Maintenance Service Providers
  • System Integrators (SIs)/Migration Service Providers
  • Value-added Resellers (VARs) and Distributors

Report Objectives

  • To define, describe, and predict the decision intelligence market by offering, type, business functions, vertical, and region
  • To provide detailed information about the major factors (drivers, restraints, opportunities, and challenges) influencing the market growth
  • To analyze the opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
  • To forecast the market size of segments with respect to five main regions: North America, Europe, Asia Pacific, Middle East & Africa, and Latin America
  • To profile the key players and comprehensively analyze their market rankings and core competencies
  • To analyze the competitive developments, such as partnerships, product launches, and mergers & acquisitions, in the decision intelligence market

Available Customizations

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

Product Analysis

  • The product matrix provides a detailed comparison of the product portfolio of each company.

Geographic Analysis as per Feasibility

  • Further breakup of the North American decision intelligence Market
  • Further breakup of the European Market
  • Further breakup of the Asia Pacific Market
  • Further breakup of the Middle East & Africa Market
  • Further breakup of the Latin American decision intelligence Market

Company Information

  • Detailed analysis and profiling of additional market players (up to five)

Previous Versions of this Report

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

Report Code TC 8547
Published in Jan, 2023, By MarketsandMarkets™
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