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因果的人工知能の世界市場

Causal Artificial Intelligence

出版日
ページ情報
英文 139 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=149.79円
因果的人工知能の世界市場
出版日: 2025年08月15日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 139 Pages
納期: 即日から翌営業日
GIIご利用のメリット
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  • 概要
  • 目次
概要

因果的人工知能の世界市場は2030年までに4億7,330万米ドルに達する見込み

2024年に6,070万米ドルと推定される因果的人工知能の世界市場は、2024年から2030年にかけてCAGR 40.8%で成長し、2030年には4億7,330万米ドルに達すると予測されます。本レポートで分析したセグメントの1つである「ソフトウェア・オファリング」は、CAGR 46.2％を記録し、分析期間終了時には3億6,540万米ドルに達すると予測されます。サービス提供セグメントの成長率は、分析期間中CAGR 29.1%と推定されます。

米国市場は1,590万米ドルと推定、中国はCAGR38.3％で成長予測

米国の因果的人工知能市場は、2024年には1,590万米ドルと推定されます。世界第2位の経済大国である中国は、分析期間2024年から2030年にかけてCAGR 38.3%で推移し、2030年には予測市場規模6,870万米ドルに達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ37.8％と34.4％と予測されています。欧州では、ドイツがCAGR 26.9%で成長すると予測されています。

世界の因果的人工知能市場- 主要動向と促進要因まとめ

因果AIは意思決定にどのような革命をもたらすか？

因果的人工知能（AI）は、従来の相関関係に基づく機械学習から、より深い因果関係分析へと移行することで、業界全体の意思決定プロセスを変革しています。パターン認識に依存する従来のAIモデルとは異なり、因果関係AIは、機械が事象の発生理由を理解することを可能にし、より正確な予測や戦略的介入につながります。この能力は、正確な意思決定が重要なヘルスケア、ファイナンス、サプライチェーン管理などの領域で特に有益です。AIモデルの透明性と説明可能性に対するニーズの高まりは、因果関係AIの採用の大きな推進力となっています。企業や規制機関は、倫理的で偏りのない意思決定を保証するために、出力を正当化できるAIソリューションを提唱しています。その結果、因果関係AIは、正確性と同様に解釈可能性が不可欠なアプリケーションで支持を集めており、次世代AIシステムにおける役割を強化しています。

因果関係AIの需要が業界を超えて急増しているのはなぜか？

因果AIが広く採用されているのは、従来の機械学習モデルの主要な限界に対処する能力に起因しています。因果推論を統合することで、組織はリスクを軽減し、リソース配分を最適化し、業務効率を向上させることができます。例えばヘルスケアでは、因果関係AIは治療と患者の転帰の因果関係を特定することで創薬に役立ち、医療の進歩を加速させる。金融機関では、因果関係AIを活用して、相関関係に基づく異常と真の原因要因を区別することで、不正検知とリスク評価を強化しています。一方、マーケティングや顧客分析では、因果関係AIが消費者行動に対する深い洞察を提供し、企業がより効果的なエンゲージメント戦略を構築するのに役立っています。各業界がより洗練されたAIソリューションを求め続ける中、因果関係AIの採用は飛躍的に拡大すると予想されます。

因果関係AIの採用をリードしている地域は？

北米は、強力な調査イニシアティブ、AIイノベーションへの強力な投資、規制遵守への関心の高まりによって、因果関係AI導入の最前線にいます。特に米国では、ヘルスケア、フィンテック、自律システムなどの分野で因果関係AIが広く統合されており、同地域を重要な市場プレーヤーとして位置付けています。欧州も、厳格なデータ保護規制と倫理的AIフレームワークの推進に支えられ、因果関係AIの著しい成長を目の当たりにしています。ドイツ、英国、フランスなどの国々はAIの研究開発に多額の投資を行っており、市場の拡大をさらに促進しています。一方、中国、日本、韓国が主導するアジア太平洋地域は、その急速な技術進歩と政府支援のAIイニシアチブのため、強力な競争相手として台頭しています。製造業や物流などの業界では、AIを活用した意思決定支援システムの需要が高まっていることが、これらの地域における市場の前進を後押ししています。

市場成長を促進する主な要因とは？

因果的人工知能市場の成長は、AIの説明可能性に対するニーズの高まり、重大な意思決定におけるAIの展開の増加、機械学習フレームワークの進歩など、いくつかの要因によってもたらされます。相関ベースの分析から因果推論へのシフトは、AIモデルの精度と信頼性を高め、重要な産業において不可欠なものとなっています。さらに、さまざまな分野で生成される複雑なデータの量が増加しているため、従来のAIの限界が浮き彫りになっており、企業はより優れた洞察と自動化のために原因究明AIへの投資を促しています。クラウド・コンピューティングとエッジAI技術の拡大も、因果関係AIの採用を促進し、リアルタイムでスケーラブルな実装を可能にしています。さらに、倫理的で責任あるAIの開発を促進する政府の取り組みが市場の成長をさらに加速させており、因果関係AIが今後数年間もイノベーションの重要な促進要因であり続けることを確実にしています。

セグメント

オファリング（ソフトウェア・オファリング、サービス・オファリング）、アプリケーション（財務管理アプリケーション、販売・顧客管理アプリケーション、業務・サプライチェーン管理アプリケーション、マーケティング・価格管理アプリケーション、その他アプリケーション）

調査対象企業の例

  • Actable AI
  • Aitia（formerly GNS Healthcare）
  • biotx.ai
  • Causa
  • CausaAI
  • CausaLens
  • Causality Link
  • Causaly
  • Causely
  • Cognizant
  • Data Poem
  • DataRobot
  • Datma
  • Dynatrace
  • Geminos
  • Google
  • IBM
  • Incrmntl
  • Lifesight
  • Logility

AIインテグレイションズ

Global Industry Analystsは、有効な専門家コンテンツとAIツールによって、市場情報と競合情報を変革しています。

Global Industry Analystsは、LLMや業界固有のSLMを照会する一般的な規範に従う代わりに、ビデオ記録、ブログ、検索エンジン調査、膨大な量の企業、製品/サービス、市場データなど、世界中の専門家から収集したコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価（COGS）の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP29856

Global Causal Artificial Intelligence Market to Reach US$473.3 Million by 2030

The global market for Causal Artificial Intelligence estimated at US$60.7 Million in the year 2024, is expected to reach US$473.3 Million by 2030, growing at a CAGR of 40.8% over the analysis period 2024-2030. Software Offering, one of the segments analyzed in the report, is expected to record a 46.2% CAGR and reach US$365.4 Million by the end of the analysis period. Growth in the Services Offering segment is estimated at 29.1% CAGR over the analysis period.

The U.S. Market is Estimated at US$15.9 Million While China is Forecast to Grow at 38.3% CAGR

The Causal Artificial Intelligence market in the U.S. is estimated at US$15.9 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$68.7 Million by the year 2030 trailing a CAGR of 38.3% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 37.8% and 34.4% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 26.9% CAGR.

Global Causal Artificial Intelligence Market - Key Trends & Drivers Summarized

How is Causal AI Revolutionizing Decision-Making?

Causal Artificial Intelligence (AI) is transforming decision-making processes across industries by moving beyond traditional correlation-based machine learning to deeper cause-and-effect analysis. Unlike conventional AI models that rely on pattern recognition, causal AI enables machines to understand why events occur, leading to more accurate predictions and strategic interventions. This capability is particularly beneficial in domains such as healthcare, finance, and supply chain management, where precise decision-making is crucial. The increasing need for transparency and explainability in AI models is a significant driver of causal AI adoption. Businesses and regulatory bodies are advocating for AI solutions that can justify their outputs, ensuring ethical and unbiased decision-making. As a result, causal AI is gaining traction in applications where interpretability is as essential as accuracy, reinforcing its role in next-generation AI systems.

Why is the Demand for Causal AI Surging Across Industries?

The widespread adoption of causal AI can be attributed to its ability to address key limitations of traditional machine learning models. By integrating causal inference, organizations can mitigate risks, optimize resource allocation, and improve operational efficiencies. In healthcare, for instance, causal AI helps in drug discovery by identifying cause-effect relationships between treatments and patient outcomes, thereby accelerating medical advancements. Financial institutions are leveraging causal AI to enhance fraud detection and risk assessment by differentiating between correlation-driven anomalies and genuine causative factors. Meanwhile, in marketing and customer analytics, causal AI provides deeper insights into consumer behavior, helping businesses craft more effective engagement strategies. As industries continue to seek more sophisticated AI solutions, the adoption of causal AI is expected to grow exponentially.

Which Regions Are Leading the Adoption of Causal AI?

North America is at the forefront of causal AI adoption, driven by robust research initiatives, strong investments in AI innovation, and an increasing focus on regulatory compliance. The United States, in particular, has seen widespread integration of causal AI across sectors such as healthcare, fintech, and autonomous systems, positioning the region as a key market player. Europe is also witnessing significant growth in causal AI, supported by stringent data protection regulations and the push for ethical AI frameworks. Countries like Germany, the United Kingdom, and France are investing heavily in AI research and development, further fueling market expansion. Meanwhile, the Asia-Pacific region, led by China, Japan, and South Korea, is emerging as a strong contender due to its rapid technological advancements and government-backed AI initiatives. The increasing demand for AI-driven decision support systems in industries such as manufacturing and logistics is propelling the market forward in these regions.

What Are the Key Factors Driving Market Growth?

The growth in the causal artificial intelligence market is driven by several factors, including the rising need for AI explainability, increasing deployment of AI in high-stakes decision-making, and advancements in machine learning frameworks. The shift from correlation-based analytics to causal reasoning is enhancing the precision and reliability of AI models, making them indispensable in critical industries. Moreover, the increasing volume of complex data generated across various sectors has highlighted the limitations of conventional AI, prompting organizations to invest in causal AI for better insights and automation. The expansion of cloud computing and edge AI technologies has also facilitated the adoption of causal AI, enabling real-time, scalable implementations. Additionally, government initiatives promoting ethical and responsible AI development are further accelerating market growth, ensuring that causal AI remains a key driver of innovation in the coming years.

SCOPE OF STUDY:

The report analyzes the Causal Artificial Intelligence market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Offering (Software Offering, Services Offering); Application (Financial Management Application, Sales and Customer Management Application, Operations and Supply Chain Management Application, Marketing and Pricing Management Application, Other Applications)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 37 Featured) -

  • Actable AI
  • Aitia (formerly GNS Healthcare)
  • biotx.ai
  • Causa
  • CausaAI
  • CausaLens
  • Causality Link
  • Causaly
  • Causely
  • Cognizant
  • Data Poem
  • DataRobot
  • Datma
  • Dynatrace
  • Geminos
  • Google
  • IBM
  • Incrmntl
  • Lifesight
  • Logility

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Causal Artificial Intelligence - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Demand for Explainable AI and Decision Transparency Propels Growth in Causal AI Adoption
    • Technological Advancements in Causal Inference and Modeling Strengthen AI Interpretability and Trust
    • Increased Focus on Risk Management and Policy Simulation Drives Use of Causal AI in Regulated Industries
    • Expansion of Healthcare, Finance, and Public Policy Sectors Throws Spotlight on Causal AI Applications
    • Partnerships Between AI Firms and Research Institutions Accelerate Innovation in Causal Reasoning Tools
    • Integration with Machine Learning and Big Data Platforms Enhances Analytical Depth and Usability
    • Regulatory Push for Responsible AI and Ethics Drives Market for Transparent and Verifiable AI Models
    • Growth in Simulation-Based Decision Support Expands Addressable Market for Causal AI Technologies
    • Innovation in Causal Discovery Algorithms and Automation Tools Spurs Market Differentiation
    • Increased Focus on Intervention Analysis and Counterfactual Predictions Drives Adoption in Strategic Planning
    • Adoption in Marketing, Fraud Detection, and Operations Optimization Expands Application Scope
    • Global Push for AI Regulations and Fairness Metrics Generates Opportunities for Causal AI Integration
    • Market Demand for Better ROI and Insight Accuracy Strengthens the Shift Towards Causal AI Solutions
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Causal Artificial Intelligence Market Analysis of Annual Sales in US$ for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Causal Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Software Offering by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Software Offering by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Services Offering by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Services Offering by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Financial Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Financial Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Sales & Customer Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Sales & Customer Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Operations & Supply Chain Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Operations & Supply Chain Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Marketing & Pricing Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Marketing & Pricing Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Causal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 18: USA Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 19: USA 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 20: USA Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 21: USA 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 22: Canada Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 23: Canada 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 24: Canada Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 25: Canada 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Causal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 26: Japan Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 27: Japan 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 28: Japan Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 29: Japan 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • CHINA
    • Causal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 30: China Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 31: China 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 32: China Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 33: China 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Causal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 34: Europe Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 35: Europe 6-Year Perspective for Causal Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 36: Europe Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Europe 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 38: Europe Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Europe 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • FRANCE
    • Causal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 40: France Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 41: France 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 42: France Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 43: France 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Causal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 44: Germany Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Germany 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 46: Germany Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Germany 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 48: Italy Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Italy 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 50: Italy Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Italy 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Causal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 52: UK Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 53: UK 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 54: UK Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 55: UK 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 56: Rest of Europe Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Rest of Europe 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 58: Rest of Europe Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Rest of Europe 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Causal Artificial Intelligence Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 60: Asia-Pacific Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Asia-Pacific 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 62: Asia-Pacific Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Asia-Pacific 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 64: Rest of World Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Offering - Software Offering and Services Offering - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Rest of World 6-Year Perspective for Causal Artificial Intelligence by Offering - Percentage Breakdown of Value Sales for Software Offering and Services Offering for the Years 2025 & 2030
    • TABLE 66: Rest of World Recent Past, Current & Future Analysis for Causal Artificial Intelligence by Application - Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Rest of World 6-Year Perspective for Causal Artificial Intelligence by Application - Percentage Breakdown of Value Sales for Financial Management Application, Sales & Customer Management Application, Operations & Supply Chain Management Application, Marketing & Pricing Management Application and Other Applications for the Years 2025 & 2030

IV. COMPETITION