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全球因果人工智慧市場 - 預測（~2030 年）
市場調查報告書
商品編碼
1617391

全球因果人工智慧市場 - 預測（~2030 年）

Causal AI Market by Offering, Application - Global Forecast to 2030
出版日期: | 出版商: MarketsandMarkets | 英文 332 Pages | 訂單完成後即時交付

價格

全球因果人工智慧市場規模預計將從 2024 年的 5,620 萬美元增至 2030 年的 4.568 億美元，預測期內複合年成長率為 41.8%。

這種成長是由醫療保健、金融和自動駕駛汽車等行業對先進決策工具的需求不斷成長所推動的，而傳統的人工智慧方法很難揭示預測背後的因果關係。此外，隨著重點從識別因果關係轉向執行基於因果關係的計劃，很明顯，因果人工智慧的採用在各個行業中變得越來越重要，特別是在快速分析和客製化服務方面。然而，建構和實施因果推理模型的複雜過程為市場帶來了重大障礙。這需要大量的知識和運算資源，這可能會阻礙中小型企業的採用。此外，對資料隱私和監管合規性的擔憂阻礙了資料的可得性和使用，凸顯了平衡創新和道德問題的困難。

調查範圍
調查年份 2019-2030
基準年 2023年
預測期 2024-2030
單元 100萬美元
部分 報價、應用、行業、地區
目標區域 北美、歐洲、亞太地區、中東/非洲、拉丁美洲

“通過提供，軟體領域預計將在預測期內佔據最大的市場佔有率。”

在預測期內，軟體領域預計將佔據因果人工智慧市場的最大市場佔有率，使組織能夠利用先進的因果推理能力進行決策。因果人工智慧技術為公司提供了超越傳統預測分析並發現因果關係的工具和平台。對於尋求在複雜且不斷變化的環境中做出明智決策的公司來說，這種能力變得越來越重要。軟體解決方案可以改進、客製化和整合現有系統，以提高醫療保健、金融、零售和製造等行業的可及性和靈活性。此外，人工智慧平台、雲端基礎的部署選項和易於使用的介面的快速發展也增加了該軟體的採用。企業正在使用因果人工智慧技術來改善業務、增強客戶參與度，並透過資料分析獲得可行的見解來增強風險管理。

“按行業分類，醫療和生命科學預計將在預測期內實現最快的市場成長率。”

隨著醫療和生命科學產業預計將改變個人化醫療和藥物開發以改善患者護理，因果人工智慧市場預計將快速成長。因果人工智慧使醫療保健提供者和研究人員能夠發現因果關係，從而提高對疾病發病、治療效果和整體健康結果的了解。這種能力可以改善臨床決策，最大限度地減少治療中的試驗，並透過認知影響健康結果的影響因素來加速藥物開發過程。此外，在醫學研究中，因果人工智慧必須分析大型資料集，同時考慮混雜因素，以便理解因果關係而不僅僅是相關性。醫療保健組織正在增加對因果人工智慧的使用，以滿足對預測性和規範性分析日益成長的需求，以控制成本並改善患者治療結果和業務效率。電子健康記錄和穿戴式醫療設備等醫療資料的數位化不斷提高，也推動了該領域的成長，並為利用因果人工智慧創造了機會。

本報告研究和分析了全球因果人工智慧市場，提供了關鍵促進因素和限制因素、競爭格局和未來趨勢等資訊。

目錄

第1章簡介

第2章調查方法

第3章執行摘要

第 4 章重要考察

  • 因果人工智慧市場對公司有吸引力的機會
  • 因果人工智慧市場：三大應用
  • 北美因果人工智慧市場：按行業和應用分類
  • 因果人工智慧市場：按地區

第5章市場概況及產業趨勢

  • 介紹
  • 市場動態
    • 促進因素
    • 抑制因素
    • 機會
    • 任務
  • 因果人工智慧的演變
  • 供應鏈分析
  • 生態系分析
    • 因果AI平台提供者
    • 因果AI工具提供者
    • 因果AI套件，API提供者
    • 因果AI服務供應商
  • 投資狀況及資金籌措場景
  • 生成式人工智慧對因果人工智慧市場的影響
    • 提高因果分析的資料可用性
    • 因果模型的壓力測試
    • 支援複雜的多變量分析
    • 加速模型開發
    • 減少對更公平結果的偏見
    • 用於因果測試的動態模擬
  • 價格分析
    • 定價資料：按報價
    • 價格資料：依用途
  • 案例研究分析
  • 技術分析
    • 主要技術
    • 互補技術
    • 鄰近技術
  • 監管環境
    • 監管機構、政府機構和其他組織
    • 監理：因果人工智慧
  • 專利分析
    • 調查方法
    • 已申請專利：按文件類型
    • 創新和專利申請
  • 重大會議和活動（2024-2025）
  • 波特五力分析
  • 主要相關利益者和採購標準
  • 影響客戶業務的趨勢/干擾

第6章因果人工智慧市場：透過提供

  • 介紹
  • 軟體
  • 服務

第7章因果人工智慧市場：按應用分類

  • 介紹
  • 財務管理
  • 銷售/客戶管理
  • 管理/供應鏈管理
  • 行銷/價格管理
  • 其他用途

第8章因果人工智慧市場：按行業分類

  • 介紹
  • BFSI
  • 醫學/生命科學
  • 零售/電子商務
  • 製造業
  • 運輸/物流
  • 媒體娛樂
  • 通訊
  • 能源/公共事業
  • 其他行業

第9章因果人工智慧市場：按地區

  • 介紹
  • 北美洲
    • 北美因果人工智慧市場的促進因素
    • 北美宏觀經濟展望
    • 美國
    • 加拿大
  • 歐洲
    • 歐洲因果人工智慧市場的促進因素
    • 歐洲宏觀經濟展望
    • 英國
    • 德國
    • 法國
    • 歐洲其他地區
  • 亞太地區
    • 亞太地區因果人工智慧市場的促進因素
    • 亞太宏觀經濟展望
    • 中國
    • 印度
    • 日本
    • 韓國
    • ASEAN
    • 其他亞太地區
  • 中東/非洲
    • 中東和非洲因果人工智慧市場的促進因素
    • 中東和非洲宏觀經濟前景
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非
    • 其他中東地區
  • 拉丁美洲
    • 拉丁美洲因果人工智慧市場的促進因素
    • 拉丁美洲宏觀經濟展望
    • 巴西
    • 墨西哥
    • 其他拉丁美洲

第10章競爭格局

  • 概述
  • 主要參與企業的策略/優勢
  • 收益分析
  • 市場佔有率分析
  • 產品比較分析
    • DECISIONOS PLATFORM（CAUSALENS）
    • CAUSAL REASONING PLATFORM（CAUSELY）
    • LIFESIGHT PLATFORM（LIFESIGHT）
    • CAUSALITY ENGINE, COGNIZANT CAUSALITY SERVICE（COGNIZANT）
    • DYNATRACE PLATFORM（DYNATRACE）
  • 公司評價及財務指標
  • 企業評價矩陣：主要企業（2023年）
  • 企業評估矩陣：Start-Ups/中小企業（2023）
  • 競爭格局及趨勢

第11章 公司簡介

  • 介紹
  • 主要企業
    • GOOGLE
    • IBM
    • MICROSOFT
    • DYNATRACE
    • COGNIZANT
    • LOGILITY
    • DATAROBOT
    • CAUSALENS
    • DATA POEM
    • LIFESIGHT
    • AITIA
    • CAUSALY
  • Start-Ups/小型企業
    • CAUSALITY LINK
    • TASKADE
    • CAUSELY
    • XPLAIN DATA
    • PARABOLE.AI
    • DATMA
    • INCRMNTAL
    • SCALNYX
    • GEMINOS
    • CAUSAI
    • CAUSA
    • ACTABLE AI
    • BIOTX.AI
    • HOWSO
    • VELDT
    • CML INSIGHT

第12章 鄰近及相關市場

  • 介紹
  • 人工智慧市場 - 世界預測（~2030）
    • 市場定義
    • 市場概況
  • 人工智慧管治市場 - 全球預測（~2030）
    • 市場定義
    • 市場概況

第13章附錄

Product Code: TC 8644

It is anticipated that the Causal AI market will experience substantial growth, increasing from USD 56.2 million in 2024 to USD 456.8 million by 2030, with a strong CAGR of 41.8% throughout the forecast period. The rise is fueled by growing demand for advanced decision-making tools in industries such as healthcare, finance, and autonomous vehicles, where traditional AI approaches struggle to clarify the causal relationships behind predictions. Moreover, the increasing significance of employing Causal AI across different industries is evident, particularly in swift analysis and tailored services, as the focus shifts from identifying relationships to executing plans rooted in causality. However, significant obstacles are being faced by the market due to the complex process of constructing and putting into effect causal inference models. This requires extensive knowledge and computational resources, possibly restricting smaller companies from adopting them. Moreover, worries about data privacy and adhering to regulations still hinder the availability and use of data, highlighting the difficulty of balancing innovation with ethical concerns.

Scope of the Report
Years Considered for the Study2019-2030
Base Year2023
Forecast Period2024-2030
Units ConsideredUSD (Million)
SegmentsOffering, Application, Vertical and Region
Regions coveredNorth America, Europe, Asia Pacific, Middle East & Africa, and Latin America

"By offering, software segment is expected to have the largest market share during the forecast period"

During the forecast period, the software segment is expected to have largest market share in the causal AI market by enabling organizations to leverage advanced causal inference capabilities for decision-making. Causal AI technology provides businesses with tools and platforms to discover cause and effect connections, going beyond traditional predictive analytics. This ability is increasingly crucial for companies looking to make well-informed decisions in complex, constantly changing environments. Software solutions can improve, customize, and integrate with existing systems to increase accessibility and flexibility in sectors such as healthcare, finance, retail, and manufacturing. Moreover, the quick advancement of AI platforms, cloud-based deployment choices, and easy-to-use interfaces has also increased the adoption of software. Businesses are using causal AI technology to improve operations, enhance customer interactions, and enhance risk management through analyzing data for actionable insights.

"By vertical, Healthcare & Life sciences is expected to register the fastest market growth rate during the forecast period."

The healthcare and life sciences industry is forecasted to experience fast growth in the causal AI market as it holds promise for transforming personalized medicine, drug development, and enhancing patient care. Causal AI enables healthcare providers and researchers to uncover causal connections, resulting in improved comprehension of disease development, treatment efficacy, and overall health outcomes. This capacity improves clinical decision-making, minimizes trial-and-error in treatments, and speeds up drug development processes by recognizing influential factors affecting health conditions. Furthermore, in medical research, it is crucial for causal AI to analyze large datasets while considering confounding variables in order to understand causality instead of just correlation. Healthcare organizations are increasingly using causal AI to meet the growing need for predictive and prescriptive analytics in order to control costs, boost patient outcomes, and improve operational efficiency. Advancements in digitizing medical data, including electronic health records and wearable health devices, are also driving growth in the sector, creating opportunities for causal AI applications.

"By Region, North America to have the largest market share in 2024, and Asia Pacific is slated to grow at the fastest rate during the forecast period."

North America is projected to be at the forefront of the causal AI market by 2024, as a result of its advanced technology, significant investments in AI R&D, and the major presence of key companies like Google, IBM, and Microsoft. The area has developed a strong atmosphere that supports the application of causal AI across sectors like healthcare, finance, and manufacturing, giving an advantage in competition. Additionally, its significant impact in the field is reinforced by top educational establishments and a dedication to fostering innovation. However, the Asia Pacific (APAC) area is expected to experience the most rapid expansion in the estimated period because of rapid digital transformation and growing enthusiasm for AI-driven solutions in nations like China, Japan, and India. The rapid growth of the region is fueled by the increasing embrace of AI in industries such as e-commerce, automotive production, and finance, combined with significant backing and funding for AI research from the government. Moreover, an increasing number of technology proficient individuals and the flourishing startup culture in APAC are leading to a demand for informal AI programs, positioning it as a rapidly growing sector in the times ahead.

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 Causal AI market.

  • By Company: Tier I - 17%, Tier II - 26%, and Tier III - 57%
  • By Designation: D-Level Executives - 47%, C-Level Executives - 19%, and others - 34%
  • By Region: North America - 45%, Europe - 20%, Asia Pacific - 24%, Middle East & Africa - 7%, and Latin America - 4%

The report includes the study of key players offering Causal AI solutions. It profiles major vendors in the Causal AI market. The major players in the Causal AI market include IBM (US), Google (US), Microsoft (US), Dynatrace (US), Cognizant (US), Logility (US), Datarobot (US), CausaLens (UK), Aitia (US), Taskade (US), Causely (US), Causaly (UK), Causality Link (US), Xplain data (Germany), Parabole.AI (US), Datma (US), Incrmntl (Israel), Scalnyx (France), Geminos (US), Data Poem (US), CausaAI (Netherlands), Causa (UK), Lifesight (US), Actable AI (UK), biotx.ai (Germany), Howso (US), VELDT (Japan), and CML Insight (US).

Research coverage

This research report categorizes the Causal AI Market by offering (software and services), by application (financial management, sales & customer management, operations & supply chain management, marketing & pricing management, and other applications), by vertical (BFSI, healthcare & life sciences, retail & e-commerce, manufacturing, transportation & logistics, media & entertainment, telecommunications, energy & utilities, and other verticals) and by Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the Causal AI market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the Causal AI market. Competitive analysis of upcoming startups in the Causal AI market ecosystem is covered in this report.

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 Causal AI 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.

The report provides insights on the following pointers:

  • Analysis of key drivers ( Increasing Demand for Explainable AI in Regulated Industries, Growing demand for Robust Counterfactual Analysis, Surge in Demand for Predictive Maintenance and Root Cause Analysis, Shift from Predictive to Causal AI based Prescriptive Analytics), restraints (Lack of Standardized Tools and Frameworks for Causal Inference, High Computational Costs for Causal Modeling), opportunities (Causal AI in Precision Healthcare and Drug Discovery, Scalable Causal Inference APIs for Real-Time Applications , Integrating Causal AI with IoT for Real-Time Decision Making), and challenges (Complexity of Causal Model Development and Interpretability, Data Quality and Availability for Causal Inference).
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the Causal AI market.
  • Market Development: Comprehensive information about lucrative markets - the report analyses the Causal AI market across varied regions.
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the Causal AI market.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like IBM (US), Google (US), Microsoft (US), Dynatrace (US), Cognizant (US), Logility (US), Datarobot (US), CausaLens (UK), Aitia (US), Taskade (US), Causely (US), Causaly (UK), Causality Link (US), Xplain data (Germany), Parabole.AI (US), Datma (US), Incrmntl (Israel), Scalnyx (France), Geminos (US), Data Poem (US), CausaAI (Netherlands), Causa (UK), Lifesight (US), Actable AI (UK), biotx.ai (Germany), Howso (US), VELDT (Japan), and CML Insight (US) among others in the Causal AI market. The report also helps stakeholders understand the pulse of the Causal AI market and provides them with information on key market drivers, restraints, challenges, and opportunities.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 MARKET SCOPE
    • 1.3.1 MARKET SEGMENTATION
    • 1.3.2 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
  • 1.5 STAKEHOLDERS
  • 1.6 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • 2.1.1 SECONDARY DATA
    • 2.1.2 PRIMARY DATA
      • 2.1.2.1 Breakup of primary profiles
      • 2.1.2.2 Key industry insights
  • 2.2 MARKET BREAKUP AND DATA TRIANGULATION
  • 2.3 MARKET SIZE ESTIMATION
    • 2.3.1 TOP-DOWN APPROACH
    • 2.3.2 BOTTOM-UP APPROACH
  • 2.4 MARKET FORECAST
  • 2.5 RESEARCH ASSUMPTIONS
  • 2.6 RESEARCH LIMITATIONS

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN CAUSAL AI MARKET
  • 4.2 CAUSAL AI MARKET: TOP THREE APPLICATIONS
  • 4.3 NORTH AMERICA: CAUSAL AI MARKET, BY APPLICATION AND VERTICAL
  • 4.4 CAUSAL AI MARKET, BY REGION

5 MARKET OVERVIEW AND INDUSTRY TRENDS

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • 5.2.1 DRIVERS
      • 5.2.1.1 Increasing demand for explainable AI in regulated industries
      • 5.2.1.2 Growing demand for robust counterfactual analysis
      • 5.2.1.3 Surge in demand for predictive maintenance and root cause analysis
      • 5.2.1.4 Shift from predictive to causal AI-based prescriptive analytics
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Lack of standardized tools and frameworks for causal inference
      • 5.2.2.2 High computational costs for causal modeling
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Causal AI in precision healthcare and drug discovery
      • 5.2.3.2 Scalable causal inference APIs for real-time applications
      • 5.2.3.3 Integrating causal AI with IoT for real-time decision making
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Complexity of causal model development and interpretability
      • 5.2.4.2 Data quality and availability for causal inference
  • 5.3 EVOLUTION OF CAUSAL AI
  • 5.4 SUPPLY CHAIN ANALYSIS
  • 5.5 ECOSYSTEM ANALYSIS
    • 5.5.1 CAUSAL AI PLATFORM PROVIDERS
    • 5.5.2 CAUSAL AI TOOL PROVIDERS
    • 5.5.3 CAUSAL AI TOOLKITS AND APIS PROVIDERS
    • 5.5.4 CAUSAL AI SERVICE PROVIDERS
  • 5.6 INVESTMENT LANDSCAPE AND FUNDING SCENARIO
  • 5.7 IMPACT OF GENERATIVE AI IN CAUSAL AI MARKET
    • 5.7.1 ENHANCED DATA AVAILABILITY FOR CAUSAL ANALYSIS
    • 5.7.2 STRESS TESTING OF CAUSAL MODELS
    • 5.7.3 SUPPORT FOR COMPLEX MULTIVARIABLE ANALYSIS
    • 5.7.4 ACCELERATED MODEL DEVELOPMENT
    • 5.7.5 BIAS REDUCTION FOR FAIRER OUTCOMES
    • 5.7.6 DYNAMIC SIMULATIONS FOR CAUSAL TESTING
  • 5.8 PRICING ANALYSIS
    • 5.8.1 PRICING DATA, BY OFFERING
    • 5.8.2 PRICING DATA, BY APPLICATION
  • 5.9 CASE STUDY ANALYSIS
    • 5.9.1 CASE STUDY 1: DYNATRACE BOOSTS BMO'S DIGITAL EFFICIENCY WITH CAUSAL AI-POWERED INSIGHTS AND AUTOMATION
    • 5.9.2 CASE STUDY 2: FINGERSOFT ACHIEVES DATA-DRIVEN MARKETING OPTIMIZATION WITH INCRMNTAL'S CAUSAL AI INSIGHTS
    • 5.9.3 CASE STUDY 3: ACCELERATING FAULT DETECTION WITH CAUSAL AI FOR ENHANCED PRODUCT RELIABILITY IN MANUFACTURING
    • 5.9.4 CASE STUDY 4: LEVERAGING CAUSAL AI FOR ENHANCED ROOT CAUSE ANALYSIS IN TRUMPF'S EQUIPMENT MAINTENANCE
    • 5.9.5 CASE STUDY 5: CAUSA TECH ENHANCED OPERATIONAL EFFICIENCY FOR LEADING MANUFACTURING FIRM, STRENGTHENING SUPPLY CHAIN RESILIENCE
    • 5.9.6 CASE STUDY 6: LIFESIGHT ADDRESSING KEY CHALLENGES IN MARKETING, ENHANCING EFFICIENCY AND SALES FOR DTC BEAUTY BRAND
  • 5.10 TECHNOLOGY ANALYSIS
    • 5.10.1 KEY TECHNOLOGIES
      • 5.10.1.1 Causal inference algorithms
      • 5.10.1.2 Explainable AI (XAI)
      • 5.10.1.3 Structural equation modeling (SEM)
      • 5.10.1.4 Bayesian networks
      • 5.10.1.5 Causal graphs
    • 5.10.2 COMPLEMENTARY TECHNOLOGIES
      • 5.10.2.1 Machine learning
      • 5.10.2.2 Reinforcement learning
      • 5.10.2.3 Data engineering
      • 5.10.2.4 Knowledge graphs
    • 5.10.3 ADJACENT TECHNOLOGIES
      • 5.10.3.1 Predictive analytics
      • 5.10.3.2 Decision intelligence
      • 5.10.3.3 Synthetic data generation
      • 5.10.3.4 Natural language processing (NLP)
  • 5.11 REGULATORY LANDSCAPE
    • 5.11.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.11.2 REGULATIONS: CAUSAL AI
      • 5.11.2.1 North America
        • 5.11.2.1.1 Blueprint for AI Bill of Rights (US)
        • 5.11.2.1.2 Directive on Automated Decision-Making (Canada)
      • 5.11.2.2 Europe
        • 5.11.2.2.1 UK AI Regulation White Paper
        • 5.11.2.2.2 Gesetz zur Regulierung Kunstlicher Intelligenz (AI Regulation Law - Germany)
        • 5.11.2.2.3 Loi pour une Republique numerique (Digital Republic Act - France)
        • 5.11.2.2.4 Codice in materia di protezione dei dati personali (Data Protection Code - Italy)
        • 5.11.2.2.5 Ley de Servicios Digitales (Digital Services Act - Spain)
        • 5.11.2.2.6 Dutch Data Protection Authority (Autoriteit Persoonsgegevens) Guidelines
        • 5.11.2.2.7 Swedish National Board of Trade AI Guidelines
        • 5.11.2.2.8 Danish Data Protection Agency (Datatilsynet) AI Recommendations
        • 5.11.2.2.9 Artificial Intelligence 4.0 (AI 4.0) Program - Finland
      • 5.11.2.3 Asia Pacific
        • 5.11.2.3.1 Personal Data Protection Bill (PDPB) & National Strategy on AI (NSAI) - India
        • 5.11.2.3.2 Basic Act on Advancement of Utilizing Public and Private Sector Data & AI Guidelines - Japan
        • 5.11.2.3.3 New Generation Artificial Intelligence Development Plan & AI Ethics Guidelines - China
        • 5.11.2.3.4 Framework Act on Intelligent Informatization - South Korea
        • 5.11.2.3.5 AI Ethics Framework (Australia) & AI Strategy (New Zealand)
        • 5.11.2.3.6 Model AI Governance Framework - Singapore
        • 5.11.2.3.7 National AI Framework - Malaysia
        • 5.11.2.3.8 National AI Roadmap - Philippines
      • 5.11.2.4 Middle East & Africa
        • 5.11.2.4.1 Saudi Data & Artificial Intelligence Authority (SDAIA) Regulations
        • 5.11.2.4.2 UAE National AI Strategy 2031
        • 5.11.2.4.3 Qatar National AI Strategy
        • 5.11.2.4.4 National Artificial Intelligence Strategy (2021-2025) - Turkey
        • 5.11.2.4.5 African Union (AU) AI Framework
        • 5.11.2.4.6 Egyptian Artificial Intelligence Strategy
        • 5.11.2.4.7 Kuwait National Development Plan (New Kuwait Vision 2035)
      • 5.11.2.5 Latin America
        • 5.11.2.5.1 Brazilian General Data Protection Law (LGPD)
        • 5.11.2.5.2 Federal Law on Protection of Personal Data Held by Private Parties - Mexico
        • 5.11.2.5.3 Argentina Personal Data Protection Law (PDPL) & AI Ethics Framework
        • 5.11.2.5.4 Chilean Data Protection Law & National AI Policy
        • 5.11.2.5.5 Colombian Data Protection Law (Law 1581) & AI Ethics Guidelines
        • 5.11.2.5.6 Peruvian Personal Data Protection Law & National AI Strategy
  • 5.12 PATENT ANALYSIS
    • 5.12.1 METHODOLOGY
    • 5.12.2 PATENTS FILED, BY DOCUMENT TYPE
    • 5.12.3 INNOVATION AND PATENT APPLICATIONS
  • 5.13 KEY CONFERENCES AND EVENTS (2024-2025)
  • 5.14 PORTER'S FIVE FORCES ANALYSIS
    • 5.14.1 THREAT OF NEW ENTRANTS
    • 5.14.2 THREAT OF SUBSTITUTES
    • 5.14.3 BARGAINING POWER OF SUPPLIERS
    • 5.14.4 BARGAINING POWER OF BUYERS
    • 5.14.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.15 KEY STAKEHOLDERS & BUYING CRITERIA
    • 5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • 5.15.2 BUYING CRITERIA
  • 5.16 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS

6 CAUSAL AI MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • 6.1.1 OFFERING: CAUSAL AI MARKET DRIVERS
  • 6.2 SOFTWARE
    • 6.2.1 RISING DEMAND FOR DATA-DRIVEN DECISIONS DRIVES GROWTH IN INDUSTRY-SPECIFIC CAUSAL AI SOFTWARE
    • 6.2.2 CAUSAL AI PLATFORMS
    • 6.2.3 CAUSAL AI SOLUTIONS
      • 6.2.3.1 Causal discovery
      • 6.2.3.2 Causal modeling
      • 6.2.3.3 Decision intelligence
      • 6.2.3.4 Root-cause analysis
      • 6.2.3.5 Causal AI APIs
      • 6.2.3.6 Software development kits
  • 6.3 SERVICES
    • 6.3.1 CAUSAL AI SERVICES ENABLE BUSINESSES TO PREDICT IMPACT OF POTENTIAL CHANGES AND MAKE PROACTIVE ADJUSTMENTS
      • 6.3.1.1 Consulting services
      • 6.3.1.2 Deployment & integration services
      • 6.3.1.3 Training, support & maintenance services

7 CAUSAL AI MARKET, BY APPLICATION

  • 7.1 INTRODUCTION
    • 7.1.1 APPLICATION: CAUSAL AI MARKET DRIVERS
  • 7.2 FINANCIAL MANAGEMENT
    • 7.2.1 CAUSAL AI IMPROVES REGULATORY COMPLIANCE AND FOSTERS AGILE FINANCIAL MANAGEMENT IN ORGANIZATIONS
    • 7.2.2 FACTOR INVESTING
    • 7.2.3 PORTFOLIO SIMULATION
    • 7.2.4 INVESTMENT ANALYSIS
    • 7.2.5 OTHER FINANCIAL MANAGEMENT APPLICATIONS
  • 7.3 SALES & CUSTOMER MANAGEMENT
    • 7.3.1 CAUSAL AI HELPS ORGANIZATIONS IDENTIFY KEY DRIVERS OF CUSTOMER ACTIONS BY ANALYZING CAUSAL RELATIONSHIPS BETWEEN FACTORS
    • 7.3.2 CHURN PREDICTION & PREVENTION
    • 7.3.3 CUSTOMER SEGMENTATION
    • 7.3.4 CUSTOMER LIFETIME VALUE (CLV) PREDICTION
    • 7.3.5 CUSTOMER EXPERIENCE OPTIMIZATION
    • 7.3.6 PERSONALIZED RECOMMENDATIONS
    • 7.3.7 OTHER SALES & CUSTOMER MANAGEMENT APPLICATIONS
  • 7.4 OPERATIONS & SUPPLY CHAIN MANAGEMENT
    • 7.4.1 CAUSAL AI ENABLES BUSINESSES OPTIMIZE PROCESSES, PREDICT DISRUPTIONS, AND MAKE DATA-DRIVEN DECISIONS TO ENHANCE EFFICIENCY
    • 7.4.2 BOTTLENECK REMEDIATION
    • 7.4.3 PREDICTIVE MAINTENANCE
    • 7.4.4 REAL-TIME FAILURE RESPONSE
    • 7.4.5 INVENTORY MANAGEMENT
    • 7.4.6 OTHER OPERATIONS & SUPPLY CHAIN MANAGEMENT APPLICATIONS
  • 7.5 MARKETING & PRICING MANAGEMENT
    • 7.5.1 CAUSAL AI HELPS BUSINESSES MAKE DATA-DRIVEN DECISIONS TO BOOST PROFITABILITY AND GAIN COMPETITIVE EDGE IN RAPIDLY CHANGING MARKET
    • 7.5.2 MARKETING CHANNEL OPTIMIZATION
    • 7.5.3 PRICE ELASTICITY MODELING
    • 7.5.4 PROMOTIONAL IMPACT ANALYSIS
    • 7.5.5 COMPETITIVE PRICING ANALYSIS
    • 7.5.6 OTHER MARKETING & PRICING MANAGEMENT APPLICATIONS
  • 7.6 OTHER APPLICATIONS

8 CAUSAL AI MARKET, BY VERTICAL

  • 8.1 INTRODUCTION
    • 8.1.1 VERTICAL: CAUSAL AI MARKET DRIVERS
  • 8.2 BFSI
    • 8.2.1 CAUSAL AI RESHAPE BFSI PRACTICES, SETTING NEW STANDARDS FOR CUSTOMER-CENTRIC SERVICE DELIVERY IN FINANCIAL ECOSYSTEMS
    • 8.2.2 BFSI: USE CASES
  • 8.3 HEALTHCARE & LIFE SCIENCES
    • 8.3.1 CAUSAL AI GUIDES POLICIES OR PUBLIC HEALTH INTERVENTIONS, LEADING TO EFFECTIVE HEALTH PROGRAMS
    • 8.3.2 HEALTHCARE & LIFE SCIENCES: USE CASES
  • 8.4 RETAIL & E-COMMERCE
    • 8.4.1 BUSINESSES USING CAUSAL AI FOR ANALYZING FINANCIAL IMPACT, PROVIDING DATA-BACKED INSIGHTS ON DECISIONS
    • 8.4.2 RETAIL & E-COMMERCE: USE CASES
  • 8.5 MANUFACTURING
    • 8.5.1 CAUSAL AI ENABLES DEEPER INSIGHTS INTO CAUSE-AND-EFFECT RELATIONSHIPS IN PRODUCTION PROCESSES, REVOLUTIONIZING MANUFACTURING
    • 8.5.2 MANUFACTURING: USE CASES
  • 8.6 TRANSPORTATION & LOGISTICS
    • 8.6.1 CAUSAL AI ENHANCING INVENTORY MANAGEMENT, ROUTE PLANNING, AND OVERALL OPERATIONAL EFFICIENCY, REDUCING DOWNTIME AND COSTS
    • 8.6.2 TRANSPORTATION & LOGISTICS: USE CASES
  • 8.7 MEDIA & ENTERTAINMENT
    • 8.7.1 CAUSAL AI PROVIDES DEEPER INSIGHTS INTO CONTENT CREATION AND AUDIENCE ENGAGEMENT
    • 8.7.2 MEDIA & ENTERTAINMENT: USE CASES
  • 8.8 TELECOMMUNICATIONS
    • 8.8.1 TELECOM COMPANIES UTILIZING CAUSAL AI TO IDENTIFY SPECIFIC FACTORS CONTRIBUTING TO CUSTOMER DISSATISFACTION
    • 8.8.2 TELECOMMUNICATIONS: USE CASES
  • 8.9 ENERGY & UTILITIES
    • 8.9.1 CAUSAL AI OPTIMIZES ENERGY PRODUCTION, ALLOWING MORE EFFICIENT SCHEDULING AND OPERATION OF PLANTS
    • 8.9.2 ENERGY & UTILITIES: USE CASES
  • 8.10 OTHER VERTICALS

9 CAUSAL AI MARKET, BY REGION

  • 9.1 INTRODUCTION
  • 9.2 NORTH AMERICA
    • 9.2.1 NORTH AMERICA: CAUSAL AI MARKET DRIVERS
    • 9.2.2 NORTH AMERICA: MACROECONOMIC OUTLOOK
    • 9.2.3 US
      • 9.2.3.1 Need for advanced analytics that determine cause-and-effect relationships to drive market
    • 9.2.4 CANADA
      • 9.2.4.1 Use of causal AI to enhance everything from supply chain operations to personalized marketing strategies to drive market
  • 9.3 EUROPE
    • 9.3.1 EUROPE: CAUSAL AI MARKET DRIVERS
    • 9.3.2 EUROPE: MACROECONOMIC OUTLOOK
    • 9.3.3 UK
      • 9.3.3.1 Advancements in machine learning, data analytics, and artificial intelligence technologies to drive market
    • 9.3.4 GERMANY
      • 9.3.4.1 Investment in AI research through initiatives to drive market
    • 9.3.5 FRANCE
      • 9.3.5.1 French AI startups attracting significant investment to scale their AI-driven platforms to drive market
    • 9.3.6 REST OF EUROPE
  • 9.4 ASIA PACIFIC
    • 9.4.1 ASIA PACIFIC: CAUSAL AI MARKET DRIVERS
    • 9.4.2 ASIA PACIFIC: MACROECONOMIC OUTLOOK
    • 9.4.3 CHINA
      • 9.4.3.1 China's strong commitment to becoming world leader in AI to drive market
    • 9.4.4 INDIA
      • 9.4.4.1 Advancements in causal AI by Indian tech firms and academia, supported by collaborations and government initiatives, to drive market
    • 9.4.5 JAPAN
      • 9.4.5.1 Industries leveraging causal AI to optimize operations and create more adaptive systems to drive market
    • 9.4.6 SOUTH KOREA
      • 9.4.6.1 Partnerships with global AI firms to create more advanced causal inference algorithms to drive market
    • 9.4.7 ASEAN
      • 9.4.7.1 Integration of causal AI into diverse sectors to drive market
    • 9.4.8 REST OF ASIA PACIFIC
  • 9.5 MIDDLE EAST & AFRICA
    • 9.5.1 MIDDLE EAST & AFRICA: CAUSAL AI MARKET DRIVERS
    • 9.5.2 MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK
    • 9.5.3 SAUDI ARABIA
      • 9.5.3.1 Leveraging causal models to enhance predictive capabilities, optimize resource allocation, and improve operational efficiencies to drive market
    • 9.5.4 UAE
      • 9.5.4.1 Prioritization of AI across development strategies to drive market
    • 9.5.5 SOUTH AFRICA
      • 9.5.5.1 Startups using causal AI to improve financial inclusion to drive market
    • 9.5.6 REST OF MIDDLE EAST
  • 9.6 LATIN AMERICA
    • 9.6.1 LATIN AMERICA: CAUSAL AI MARKET DRIVERS
    • 9.6.2 LATIN AMERICA: MACROECONOMIC OUTLOOK
    • 9.6.3 BRAZIL
      • 9.6.3.1 Growing demand for advanced analytics and decision-making tools across sectors to drive market
    • 9.6.4 MEXICO
      • 9.6.4.1 Causal AI to play pivotal role in reshaping technological landscape and business strategies
    • 9.6.5 REST OF LATIN AMERICA

10 COMPETITIVE LANDSCAPE

  • 10.1 OVERVIEW
  • 10.2 KEY PLAYER STRATEGIES/RIGHT TO WIN
  • 10.3 REVENUE ANALYSIS
  • 10.4 MARKET SHARE ANALYSIS
    • 10.4.1 MARKET SHARE OF KEY PLAYERS OFFERING CAUSAL AI
      • 10.4.1.1 Market Ranking Analysis
  • 10.5 PRODUCT COMPARATIVE ANALYSIS
    • 10.5.1 DECISIONOS PLATFORM (CAUSALENS)
    • 10.5.2 CAUSAL REASONING PLATFORM (CAUSELY)
    • 10.5.3 LIFESIGHT PLATFORM (LIFESIGHT)
    • 10.5.4 CAUSALITY ENGINE, COGNIZANT CAUSALITY SERVICE (COGNIZANT)
    • 10.5.5 DYNATRACE PLATFORM (DYNATRACE)
  • 10.6 COMPANY VALUATION AND FINANCIAL METRICS
  • 10.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
    • 10.7.1 STARS
    • 10.7.2 EMERGING LEADERS
    • 10.7.3 PERVASIVE PLAYERS
    • 10.7.4 PARTICIPANTS
    • 10.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023
      • 10.7.5.1 Company footprint
      • 10.7.5.2 Regional footprint
      • 10.7.5.3 Offering footprint
      • 10.7.5.4 Application footprint
      • 10.7.5.5 Vertical footprint
  • 10.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
    • 10.8.1 PROGRESSIVE COMPANIES
    • 10.8.2 RESPONSIVE COMPANIES
    • 10.8.3 DYNAMIC COMPANIES
    • 10.8.4 STARTING BLOCKS
    • 10.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
      • 10.8.5.1 Detailed list of key startups/SMEs
      • 10.8.5.2 Competitive benchmarking of key startups/SMEs
  • 10.9 COMPETITIVE SCENARIO AND TRENDS
    • 10.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS
    • 10.9.2 DEALS

11 COMPANY PROFILES

  • 11.1 INTRODUCTION
  • 11.2 KEY PLAYERS
    • 11.2.1 GOOGLE
      • 11.2.1.1 Business overview
      • 11.2.1.2 Products/Solutions/Services offered
      • 11.2.1.3 Recent developments
        • 11.2.1.3.1 Product launches & enhancements
        • 11.2.1.3.2 Deals
      • 11.2.1.4 MnM view
        • 11.2.1.4.1 Key strengths
        • 11.2.1.4.2 Strategic choices
        • 11.2.1.4.3 Weaknesses and competitive threats
    • 11.2.2 IBM
      • 11.2.2.1 Business overview
      • 11.2.2.2 Products/Solutions/Services offered
      • 11.2.2.3 Recent developments
        • 11.2.2.3.1 Product launches & enhancements
      • 11.2.2.4 MnM view
        • 11.2.2.4.1 Key strengths
        • 11.2.2.4.2 Strategic choices
        • 11.2.2.4.3 Weaknesses and competitive threats
    • 11.2.3 MICROSOFT
      • 11.2.3.1 Business overview
      • 11.2.3.2 Products/Solutions/Services offered
      • 11.2.3.3 Recent developments
        • 11.2.3.3.1 Product launches & enhancements
      • 11.2.3.4 MnM view
        • 11.2.3.4.1 Key strengths
        • 11.2.3.4.2 Strategic choices
        • 11.2.3.4.3 Weaknesses and competitive threats
    • 11.2.4 DYNATRACE
      • 11.2.4.1 Business overview
      • 11.2.4.2 Products/Solutions/Services offered
      • 11.2.4.3 Recent developments
        • 11.2.4.3.1 Product launches & enhancements
        • 11.2.4.3.2 Deals
      • 11.2.4.4 MnM view
        • 11.2.4.4.1 Key strengths
        • 11.2.4.4.2 Strategic choices
        • 11.2.4.4.3 Weaknesses and competitive threats
    • 11.2.5 COGNIZANT
      • 11.2.5.1 Business overview
      • 11.2.5.2 Products/Solutions/Services offered
      • 11.2.5.3 Recent developments
        • 11.2.5.3.1 Product launches & enhancements
      • 11.2.5.4 MnM View
        • 11.2.5.4.1 Key strengths
        • 11.2.5.4.2 Strategic choices
        • 11.2.5.4.3 Weaknesses and competitive threats
    • 11.2.6 LOGILITY
      • 11.2.6.1 Business overview
      • 11.2.6.2 Products/Solutions/Services offered
      • 11.2.6.3 Recent developments
        • 11.2.6.3.1 Deals
    • 11.2.7 DATAROBOT
      • 11.2.7.1 Business overview
      • 11.2.7.2 Products/Solutions/Services offered
    • 11.2.8 CAUSALENS
      • 11.2.8.1 Business overview
      • 11.2.8.2 Products/Solutions/Services offered
      • 11.2.8.3 Recent developments
        • 11.2.8.3.1 Product launches & enhancements
        • 11.2.8.3.2 Deals
    • 11.2.9 DATA POEM
    • 11.2.10 LIFESIGHT
    • 11.2.11 AITIA
    • 11.2.12 CAUSALY
  • 11.3 STARTUPS/SMES
    • 11.3.1 CAUSALITY LINK
      • 11.3.1.1 Business overview
      • 11.3.1.2 Products/Solutions/Services offered
      • 11.3.1.3 Recent developments
        • 11.3.1.3.1 Product launches & enhancements
        • 11.3.1.3.2 Deals
    • 11.3.2 TASKADE
      • 11.3.2.1 Business overview
      • 11.3.2.2 Products/Solutions/Services offered
      • 11.3.2.3 Recent developments
        • 11.3.2.3.1 Product launches & enhancements
    • 11.3.3 CAUSELY
    • 11.3.4 XPLAIN DATA
    • 11.3.5 PARABOLE.AI
    • 11.3.6 DATMA
    • 11.3.7 INCRMNTAL
    • 11.3.8 SCALNYX
    • 11.3.9 GEMINOS
    • 11.3.10 CAUSAI
    • 11.3.11 CAUSA
    • 11.3.12 ACTABLE AI
    • 11.3.13 BIOTX.AI
    • 11.3.14 HOWSO
    • 11.3.15 VELDT
    • 11.3.16 CML INSIGHT

12 ADJACENT AND RELATED MARKETS

  • 12.1 INTRODUCTION
  • 12.2 ARTIFICIAL INTELLIGENCE (AI) MARKET - GLOBAL FORECAST TO 2030
    • 12.2.1 MARKET DEFINITION
    • 12.2.2 MARKET OVERVIEW
      • 12.2.2.1 Artificial intelligence market, by offering
      • 12.2.2.2 Artificial intelligence market, by business function
      • 12.2.2.3 Artificial intelligence market, by technology
      • 12.2.2.4 Artificial intelligence market, by vertical
      • 12.2.2.5 Artificial intelligence market, by region
  • 12.3 AI GOVERNANCE MARKET- GLOBAL FORECAST TO 2030
    • 12.3.1 MARKET DEFINITION
    • 12.3.2 MARKET OVERVIEW
      • 12.3.2.1 AI governance market, by product type
      • 12.3.2.2 AI governance market, by functionality
      • 12.3.2.3 AI governance market, by end user
      • 12.3.2.4 AI governance market, by region

13 APPENDIX

  • 13.1 DISCUSSION GUIDE
  • 13.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 13.3 CUSTOMIZATION OPTIONS
  • 13.4 RELATED REPORTS
  • 13.5 AUTHOR DETAILS

List of Tables

  • TABLE 1 CAUSAL AI MARKET DETAILED SEGMENTATION
  • TABLE 2 UNITED STATES DOLLAR EXCHANGE RATE, 2019-2023
  • TABLE 3 PRIMARY INTERVIEWS
  • TABLE 4 FACTOR ANALYSIS
  • TABLE 5 GLOBAL CAUSAL AI MARKET SIZE AND GROWTH RATE, 2019-2023 (USD THOUSAND, Y-O-Y %)
  • TABLE 6 GLOBAL CAUSAL AI MARKET SIZE AND GROWTH RATE, 2024-2030 (USD THOUSAND, Y-O-Y %)
  • TABLE 7 CAUSAL AI MARKET: ECOSYSTEM
  • TABLE 8 PRICING DATA OF CAUSAL AI, BY OFFERING
  • TABLE 9 PRICING DATA OF CAUSAL AI, BY APPLICATION
  • TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 13 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 14 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 15 PATENTS FILED, 2015-2024
  • TABLE 16 LIST OF FEW PATENTS IN CAUSAL AI MARKET, 2022-2024
  • TABLE 17 CAUSAL AI MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024-2025
  • TABLE 18 PORTERS' FIVE FORCES' IMPACT ON CAUSAL AI MARKET
  • TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS
  • TABLE 20 KEY BUYING CRITERIA FOR TOP THREE END USERS
  • TABLE 21 CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 22 CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 23 SOFTWARE: CAUSAL AI MARKET, BY TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 24 SOFTWARE: CAUSAL AI MARKET, BY TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 25 CAUSAL AI PLATFORMS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 26 CAUSAL AI PLATFORMS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 27 CAUSAL AI SOLUTIONS: CAUSAL AI MARKET, BY TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 28 CAUSAL AI SOLUTIONS: CAUSAL AI MARKET, BY TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 29 CAUSAL DISCOVERY: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 30 CAUSAL DISCOVERY: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 31 CAUSAL MODELING: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 32 CAUSAL MODELING: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 33 DECISION INTELLIGENCE: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 34 DECISION INTELLIGENCE: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 35 ROOT-CAUSE ANALYSIS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 36 ROOT-CAUSE ANALYSIS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 37 CAUSAL AI APIS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 38 CAUSAL AI APIS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 39 SOFTWARE DEVELOPMENT KITS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 40 SOFTWARE DEVELOPMENT KITS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 41 SERVICES: CAUSAL AI MARKET, BY TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 42 SERVICES: CAUSAL AI MARKET, BY TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 43 CONSULTING SERVICES: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 44 CONSULTING SERVICES: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 45 DEPLOYMENT & INTEGRATION SERVICES: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 46 DEPLOYMENT & INTEGRATION SERVICES: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 47 TRAINING, SUPPORT & MAINTENANCE SERVICES: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 48 TRAINING, SUPPORT & MAINTENANCE SERVICES: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 49 CAUSAL AI MARKET, BY APPLICATION, 2019-2023 (USD THOUSAND)
  • TABLE 50 CAUSAL AI MARKET, BY APPLICATION, 2024-2030 (USD THOUSAND)
  • TABLE 51 FINANCIAL MANAGEMENT: CAUSAL AI MARKET, BY TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 52 FINANCIAL MANAGEMENT: CAUSAL AI MARKET, BY TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 53 FACTOR INVESTING: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 54 FACTOR INVESTING: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 55 PORTFOLIO SIMULATION: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 56 PORTFOLIO SIMULATION: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 57 INVESTMENT ANALYSIS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 58 INVESTMENT ANALYSIS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 59 OTHER FINANCIAL MANAGEMENT APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 60 OTHER FINANCIAL MANAGEMENT APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 61 SALES & CUSTOMER MANAGEMENT: CAUSAL AI MARKET, BY TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 62 SALES & CUSTOMER MANAGEMENT: CAUSAL AI MARKET, BY TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 63 CHURN PREDICTION & PREVENTION: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 64 CHURN PREDICTION & PREVENTION: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 65 CUSTOMER SEGMENTATION: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 66 CUSTOMER SEGMENTATION: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 67 CUSTOMER LIFETIME VALUE (CLV) PREDICTION: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 68 CUSTOMER LIFETIME VALUE (CLV) PREDICTION: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 69 CUSTOMER EXPERIENCE OPTIMIZATION: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 70 CUSTOMER EXPERIENCE OPTIMIZATION: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 71 PERSONALIZED RECOMMENDATIONS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 72 PERSONALIZED RECOMMENDATIONS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 73 OTHER SALES & CUSTOMER MANAGEMENT APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 74 OTHER SALES & CUSTOMER MANAGEMENT APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 75 OPERATIONS & SUPPLY CHAIN MANAGEMENT: CAUSAL AI MARKET, BY TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 76 OPERATIONS & SUPPLY CHAIN MANAGEMENT: CAUSAL AI MARKET, BY TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 77 BOTTLENECK REMEDIATION: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 78 BOTTLENECK REMEDIATION: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 79 PREDICTIVE MAINTENANCE: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 80 PREDICTIVE MAINTENANCE: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 81 REAL-TIME FAILURE RESPONSE: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 82 REAL-TIME FAILURE RESPONSE: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 83 INVENTORY MANAGEMENT: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 84 INVENTORY MANAGEMENT: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 85 OTHER OPERATIONS & SUPPLY CHAIN MANAGEMENT APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 86 OTHER OPERATIONS & SUPPLY CHAIN MANAGEMENT APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 87 MARKETING & PRICING MANAGEMENT: CAUSAL AI MARKET, BY TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 88 MARKETING & PRICING MANAGEMENT: CAUSAL AI MARKET, BY TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 89 MARKETING CHANNEL OPTIMIZATION: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 90 MARKETING CHANNEL OPTIMIZATION: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 91 PRICE ELASTICITY MODELING: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 92 PRICE ELASTICITY MODELING: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 93 PROMOTIONAL IMPACT ANALYSIS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 94 PROMOTIONAL IMPACT ANALYSIS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 95 COMPETITIVE PRICING ANALYSIS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 96 COMPETITIVE PRICING ANALYSIS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 97 OTHER MARKETING & PRICING MANAGEMENT APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 98 OTHER MARKETING & PRICING MANAGEMENT APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 99 OTHER APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 100 OTHER APPLICATIONS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 101 CAUSAL AI MARKET, BY VERTICAL, 2019-2023 (USD THOUSAND)
  • TABLE 102 CAUSAL AI MARKET, BY VERTICAL, 2024-2030 (USD THOUSAND)
  • TABLE 103 BFSI: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 104 BFSI: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 105 HEALTHCARE & LIFE SCIENCES: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 106 HEALTHCARE & LIFE SCIENCES: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 107 RETAIL & E-COMMERCE: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 108 RETAIL & E-COMMERCE: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 109 MANUFACTURING: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 110 MANUFACTURING: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 111 TRANSPORTATION & LOGISTICS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 112 TRANSPORTATION & LOGISTICS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 113 MEDIA & ENTERTAINMENT: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 114 MEDIA & ENTERTAINMENT: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 115 TELECOMMUNICATIONS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 116 TELECOMMUNICATIONS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 117 ENERGY & UTILITIES: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 118 ENERGY & UTILITIES: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 119 OTHER VERTICALS: CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 120 OTHER VERTICALS: CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 121 CAUSAL AI MARKET, BY REGION, 2019-2023 (USD THOUSAND)
  • TABLE 122 CAUSAL AI MARKET, BY REGION, 2024-2030 (USD THOUSAND)
  • TABLE 123 NORTH AMERICA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 124 NORTH AMERICA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 125 NORTH AMERICA: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 126 NORTH AMERICA: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 127 NORTH AMERICA: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2019-2023 (USD THOUSAND)
  • TABLE 128 NORTH AMERICA: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2024-2030 (USD THOUSAND)
  • TABLE 129 NORTH AMERICA: CAUSAL AI MARKET, BY SERVICE, 2019-2023 (USD THOUSAND)
  • TABLE 130 NORTH AMERICA: CAUSAL AI MARKET, BY SERVICE, 2024-2030 (USD THOUSAND)
  • TABLE 131 NORTH AMERICA: CAUSAL AI MARKET, BY APPLICATION, 2019-2023 (USD THOUSAND)
  • TABLE 132 NORTH AMERICA: CAUSAL AI MARKET, BY APPLICATION, 2024-2030 (USD THOUSAND)
  • TABLE 133 NORTH AMERICA: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 134 NORTH AMERICA: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 135 NORTH AMERICA: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 136 NORTH AMERICA: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 137 NORTH AMERICA: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 138 NORTH AMERICA: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 139 NORTH AMERICA: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 140 NORTH AMERICA: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 141 NORTH AMERICA: CAUSAL AI MARKET, BY VERTICAL, 2019-2023 (USD THOUSAND)
  • TABLE 142 NORTH AMERICA: CAUSAL AI MARKET, BY VERTICAL, 2024-2030 (USD THOUSAND)
  • TABLE 143 NORTH AMERICA: CAUSAL AI MARKET, BY COUNTRY, 2019-2023 (USD THOUSAND)
  • TABLE 144 NORTH AMERICA: CAUSAL AI MARKET, BY COUNTRY, 2024-2030 (USD THOUSAND)
  • TABLE 145 US: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 146 US: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 147 CANADA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 148 CANADA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 149 EUROPE: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 150 EUROPE: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 151 EUROPE: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 152 EUROPE: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 153 EUROPE: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2019-2023 (USD THOUSAND)
  • TABLE 154 EUROPE: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2024-2030 (USD THOUSAND)
  • TABLE 155 EUROPE: CAUSAL AI MARKET, BY SERVICE, 2019-2023 (USD THOUSAND)
  • TABLE 156 EUROPE: CAUSAL AI MARKET, BY SERVICE, 2024-2030 (USD THOUSAND)
  • TABLE 157 EUROPE: CAUSAL AI MARKET, BY APPLICATION, 2019-2023 (USD THOUSAND)
  • TABLE 158 EUROPE: CAUSAL AI MARKET, BY APPLICATION, 2024-2030 (USD THOUSAND)
  • TABLE 159 EUROPE: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 160 EUROPE: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 161 EUROPE: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 162 EUROPE: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 163 EUROPE: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 164 EUROPE: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 165 EUROPE: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 166 EUROPE: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 167 EUROPE: CAUSAL AI MARKET, BY VERTICAL, 2019-2023 (USD THOUSAND)
  • TABLE 168 EUROPE: CAUSAL AI MARKET, BY VERTICAL, 2024-2030 (USD THOUSAND)
  • TABLE 169 EUROPE: CAUSAL AI MARKET, BY COUNTRY, 2019-2023 (USD THOUSAND)
  • TABLE 170 EUROPE: CAUSAL AI MARKET, BY COUNTRY, 2024-2030 (USD THOUSAND)
  • TABLE 171 UK: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 172 UK: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 173 GERMANY: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 174 GERMANY: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 175 FRANCE: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 176 FRANCE: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 177 REST OF EUROPE: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 178 REST OF EUROPE: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 179 ASIA PACIFIC: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 180 ASIA PACIFIC: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 181 ASIA PACIFIC: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 182 ASIA PACIFIC: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 183 ASIA PACIFIC: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2019-2023 (USD THOUSAND)
  • TABLE 184 ASIA PACIFIC: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2024-2030 (USD THOUSAND)
  • TABLE 185 ASIA PACIFIC: CAUSAL AI MARKET, BY SERVICE, 2019-2023 (USD THOUSAND)
  • TABLE 186 ASIA PACIFIC: CAUSAL AI MARKET, BY SERVICE, 2024-2030 (USD THOUSAND)
  • TABLE 187 ASIA PACIFIC: CAUSAL AI MARKET, BY APPLICATION, 2019-2023 (USD THOUSAND)
  • TABLE 188 ASIA PACIFIC: CAUSAL AI MARKET, BY APPLICATION, 2024-2030 (USD THOUSAND)
  • TABLE 189 ASIA PACIFIC: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 190 ASIA PACIFIC: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 191 ASIA PACIFIC: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 192 ASIA PACIFIC: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 193 ASIA PACIFIC: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 194 ASIA PACIFIC: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 195 ASIA PACIFIC: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 196 ASIA PACIFIC: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 197 ASIA PACIFIC: CAUSAL AI MARKET, BY VERTICAL, 2019-2023 (USD THOUSAND)
  • TABLE 198 ASIA PACIFIC: CAUSAL AI MARKET, BY VERTICAL, 2024-2030 (USD THOUSAND)
  • TABLE 199 ASIA PACIFIC: CAUSAL AI MARKET, BY COUNTRY, 2019-2023 (USD THOUSAND)
  • TABLE 200 ASIA PACIFIC: CAUSAL AI MARKET, BY COUNTRY, 2024-2030 (USD THOUSAND)
  • TABLE 201 CHINA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 202 CHINA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 203 INDIA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 204 INDIA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 205 JAPAN: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 206 JAPAN: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 207 SOUTH KOREA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 208 SOUTH KOREA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 209 ASEAN: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 210 ASEAN: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 211 REST OF ASIA PACIFIC: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 212 REST OF ASIA PACIFIC: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 213 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 214 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 215 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 216 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 217 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2019-2023 (USD THOUSAND)
  • TABLE 218 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2024-2030 (USD THOUSAND)
  • TABLE 219 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY SERVICE, 2019-2023 (USD THOUSAND)
  • TABLE 220 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY SERVICE, 2024-2030 (USD THOUSAND)
  • TABLE 221 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY APPLICATION, 2019-2023 (USD THOUSAND)
  • TABLE 222 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY APPLICATION, 2024-2030 (USD THOUSAND)
  • TABLE 223 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 224 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 225 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 226 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 227 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 228 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 229 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 230 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 231 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY VERTICAL, 2019-2023 (USD THOUSAND)
  • TABLE 232 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY VERTICAL, 2024-2030 (USD THOUSAND)
  • TABLE 233 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY COUNTRY, 2019-2023 (USD THOUSAND)
  • TABLE 234 MIDDLE EAST & AFRICA: CAUSAL AI MARKET, BY COUNTRY, 2024-2030 (USD THOUSAND)
  • TABLE 235 SAUDI ARABIA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 236 SAUDI ARABIA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 237 UAE: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 238 UAE: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 239 SOUTH AFRICA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 240 SOUTH AFRICA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 241 REST OF MIDDLE EAST: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 242 REST OF MIDDLE EAST: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 243 LATIN AMERICA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 244 LATIN AMERICA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 245 LATIN AMERICA: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2019-2023 (USD THOUSAND)
  • TABLE 246 LATIN AMERICA: CAUSAL AI MARKET, BY SOFTWARE TYPE, 2024-2030 (USD THOUSAND)
  • TABLE 247 LATIN AMERICA: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2019-2023 (USD THOUSAND)
  • TABLE 248 LATIN AMERICA: CAUSAL AI MARKET, BY CAUSAL AI SOLUTION, 2024-2030 (USD THOUSAND)
  • TABLE 249 LATIN AMERICA: CAUSAL AI MARKET, BY SERVICE, 2019-2023 (USD THOUSAND)
  • TABLE 250 LATIN AMERICA: CAUSAL AI MARKET, BY SERVICE, 2024-2030 (USD THOUSAND)
  • TABLE 251 LATIN AMERICA: CAUSAL AI MARKET, BY APPLICATION, 2019-2023 (USD THOUSAND)
  • TABLE 252 LATIN AMERICA: CAUSAL AI MARKET, BY APPLICATION, 2024-2030 (USD THOUSAND)
  • TABLE 253 LATIN AMERICA: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 254 LATIN AMERICA: CAUSAL AI MARKET, BY FINANCIAL MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 255 LATIN AMERICA: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 256 LATIN AMERICA: CAUSAL AI MARKET, BY SALES AND CUSTOMER MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 257 LATIN AMERICA: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 258 LATIN AMERICA: CAUSAL AI MARKET, BY OPERATIONS & SUPPLY CHAIN MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 259 LATIN AMERICA: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2019-2023 (USD THOUSAND)
  • TABLE 260 LATIN AMERICA: CAUSAL AI MARKET, BY MARKETING & PRICING MANAGEMENT, 2024-2030 (USD THOUSAND)
  • TABLE 261 LATIN AMERICA: CAUSAL AI MARKET, BY VERTICAL, 2019-2023 (USD THOUSAND)
  • TABLE 262 LATIN AMERICA: CAUSAL AI MARKET, BY VERTICAL, 2024-2030 (USD THOUSAND)
  • TABLE 263 LATIN AMERICA: CAUSAL AI MARKET, BY COUNTRY, 2019-2023 (USD THOUSAND)
  • TABLE 264 LATIN AMERICA: CAUSAL AI MARKET, BY COUNTRY, 2024-2030 (USD THOUSAND)
  • TABLE 265 BRAZIL: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 266 BRAZIL: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 267 MEXICO: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 268 MEXICO: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 269 REST OF LATIN AMERICA: CAUSAL AI MARKET, BY OFFERING, 2019-2023 (USD THOUSAND)
  • TABLE 270 REST OF LATIN AMERICA: CAUSAL AI MARKET, BY OFFERING, 2024-2030 (USD THOUSAND)
  • TABLE 271 CAUSAL AI MARKET: DEGREE OF COMPETITION
  • TABLE 272 REGIONAL FOOTPRINT (12 COMPANIES)
  • TABLE 273 OFFERING FOOTPRINT (12 COMPANIES)
  • TABLE 274 APPLICATION FOOTPRINT (12 COMPANIES)
  • TABLE 275 VERTICAL FOOTPRINT (12 COMPANIES)
  • TABLE 276 CAUSAL AI MARKET: KEY STARTUPS/SMES
  • TABLE 277 CAUSAL AI MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
  • TABLE 278 CAUSAL AI MARKET: PRODUCT LAUNCHES & ENHANCEMENTS, OCTOBER 2022- MAY 2024
  • TABLE 279 CAUSAL AI MARKET: DEALS, SEPTEMBER 2023-OCTOBER 2024
  • TABLE 280 GOOGLE: COMPANY OVERVIEW
  • TABLE 281 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 282 GOOGLE: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 283 GOOGLE: DEALS
  • TABLE 284 IBM: COMPANY OVERVIEW
  • TABLE 285 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 286 IBM: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 287 MICROSOFT: COMPANY OVERVIEW
  • TABLE 288 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 289 MICROSOFT: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 290 DYNATRACE: COMPANY OVERVIEW
  • TABLE 291 DYNATRACE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 292 DYNATRACE: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 293 DYNATRACE: DEALS
  • TABLE 294 COGNIZANT: COMPANY OVERVIEW
  • TABLE 295 COGNIZANT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 296 COGNIZANT: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 297 LOGILITY: COMPANY OVERVIEW
  • TABLE 298 LOGILITY: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 299 LOGILITY: DEALS
  • TABLE 300 DATAROBOT: COMPANY OVERVIEW
  • TABLE 301 DATAROBOT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 302 CAUSALENS: COMPANY OVERVIEW
  • TABLE 303 CAUSALENS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 304 CAUSALENS: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 305 CAUSALENS: DEALS
  • TABLE 306 CAUSALITY LINK: COMPANY OVERVIEW
  • TABLE 307 CAUSALITY LINK: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 308 CAUSALITY LINK: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 309 CAUSALITY LINK: DEALS
  • TABLE 310 TASKADE: COMPANY OVERVIEW
  • TABLE 311 TASKADE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 312 TASKADE: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 313 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2019-2023 (USD BILLION)
  • TABLE 314 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2024-2030 (USD BILLION)
  • TABLE 315 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2019-2023 (USD BILLION)
  • TABLE 316 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2024-2030 (USD BILLION)
  • TABLE 317 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2019-2023 (USD BILLION)
  • TABLE 318 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2024-2030 (USD BILLION)
  • TABLE 319 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2019-2023 (USD BILLION)
  • TABLE 320 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2024-2030 (USD BILLION)
  • TABLE 321 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2019-2023 (USD BILLION)
  • TABLE 322 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2024-2030 (USD BILLION)
  • TABLE 323 AI GOVERNANCE MARKET, BY PRODUCT TYPE, 2019-2023 (USD MILLION)
  • TABLE 324 AI GOVERNANCE MARKET, BY PRODUCT TYPE, 2024-2029 (USD MILLION)
  • TABLE 325 AI GOVERNANCE MARKET, BY FUNCTIONALITY, 2019-2023 (USD MILLION)
  • TABLE 326 AI GOVERNANCE MARKET, BY FUNCTIONALITY, 2024-2029 (USD MILLION)
  • TABLE 327 AI GOVERNANCE MARKET, BY END USER, 2019-2023 (USD MILLION)
  • TABLE 328 AI GOVERNANCE MARKET, BY END USER, 2024-2029 (USD MILLION)
  • TABLE 329 AI GOVERNANCE MARKET, BY REGION, 2019-2023 (USD MILLION)
  • TABLE 330 AI GOVERNANCE MARKET, BY REGION, 2024-2029 (USD MILLION)

List of Figures

  • FIGURE 1 CAUSAL AI MARKET: RESEARCH DESIGN
  • FIGURE 2 DATA TRIANGULATION
  • FIGURE 3 CAUSAL AI MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
  • FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM PRODUCT TYPES OF CAUSAL AI MARKET
  • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL PRODUCT TYPES OF CAUSAL AI MARKET
  • FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL PRODUCT TYPES OF CAUSAL AI MARKET
  • FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF CAUSAL AI THROUGH OVERALL AI SPENDING
  • FIGURE 8 SOFTWARE TO BECOME LARGER OFFERING BY MARKET SIZE IN 2024
  • FIGURE 9 CAUSAL AI PLATFORMS TO HOLD LARGER SHARE IN 2024
  • FIGURE 10 CAUSAL DISCOVERY SOFTWARE SEGMENT TO LEAD WITHIN CAUSAL AI SOLUTIONS IN 2024
  • FIGURE 11 CONSULTING SERVICES TO ACCOUNT FOR MAJORITY MARKET SHARE IN 2024
  • FIGURE 12 FINANCIAL MANAGEMENT TO EMERGE AS LARGEST APPLICATION SEGMENT IN 2024
  • FIGURE 13 HEALTHCARE & LIFE SCIENCES TO BE FASTEST-GROWING VERTICAL DURING FORECAST PERIOD
  • FIGURE 14 ASIA PACIFIC TO REGISTER FASTEST GROWTH RATE DURING FORECAST PERIOD
  • FIGURE 15 DEMAND FOR EXPLAINABLE AND ACTIONABLE INSIGHTS IN REGULATED INDUSTRIES TO FUEL CAUSAL AI MARKET
  • FIGURE 16 MARKETING & PRICING MANAGEMENT SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD
  • FIGURE 17 FINANCIAL MANAGEMENT AND BFSI TO BE LARGEST SHAREHOLDERS IN NORTH AMERICA IN 2024
  • FIGURE 18 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2024
  • FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: CAUSAL AI MARKET
  • FIGURE 20 EVOLUTION OF CAUSAL AI
  • FIGURE 21 CAUSAL AI MARKET: SUPPLY CHAIN ANALYSIS
  • FIGURE 22 KEY PLAYERS IN CAUSAL AI MARKET ECOSYSTEM
  • FIGURE 23 CAUSAL AI MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO (USD MILLION AND NUMBER OF FUNDING ROUNDS)
  • FIGURE 24 IMPACT OF GENERATIVE AI IN VARIOUS CAUSAL AI USE CASES
  • FIGURE 25 NUMBER OF PATENTS GRANTED IN LAST 10 YEARS, 2015-2024
  • FIGURE 26 REGIONAL ANALYSIS OF PATENTS GRANTED, 2015-2024
  • FIGURE 27 CAUSAL AI MARKET: PORTER'S FIVE FORCES ANALYSIS
  • FIGURE 28 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS
  • FIGURE 29 KEY BUYING CRITERIA FOR TOP THREE END USERS
  • FIGURE 30 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
  • FIGURE 31 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 32 CAUSAL AI PLATFORM SEGMENT TO HOLD LARGER MARKET SIZE IN 2024
  • FIGURE 33 CONSULTING SERVICES SEGMENT TO HOLD LARGEST MARKET SIZE IN 2024
  • FIGURE 34 MARKETING & PRICING MANAGEMENT SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 35 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 36 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 37 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 38 NORTH AMERICA: CAUSAL AI MARKET SNAPSHOT
  • FIGURE 39 ASIA PACIFIC: CAUSAL AI MARKET SNAPSHOT
  • FIGURE 40 OVERVIEW OF STRATEGIES ADOPTED BY KEY CAUSAL AI VENDORS
  • FIGURE 41 TOP FIVE PLAYERS DOMINATING MARKET OVER LAST FIVE YEARS
  • FIGURE 42 SHARE OF LEADING COMPANIES IN CAUSAL AI MARKET, 2023
  • FIGURE 43 PRODUCT COMPARATIVE ANALYSIS
  • FIGURE 44 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
  • FIGURE 45 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
  • FIGURE 46 CAUSAL AI MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2023
  • FIGURE 47 COMPANY FOOTPRINT (12 COMPANIES)
  • FIGURE 48 CAUSAL AI MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023
  • FIGURE 49 GOOGLE: COMPANY SNAPSHOT
  • FIGURE 50 IBM: COMPANY SNAPSHOT
  • FIGURE 51 MICROSOFT: COMPANY SNAPSHOT
  • FIGURE 52 DYNATRACE: COMPANY SNAPSHOT
  • FIGURE 53 COGNIZANT: COMPANY SNAPSHOT
  • FIGURE 54 LOGILITY: COMPANY SNAPSHOT