サンプル依頼リスト カート
  • English
  • Korean
  • Traditional Chinese
  • Simplified Chinese
デフォルト表紙
市場調査レポート
商品コード
1786025

コグニティブ・サプライチェーンの世界市場

Cognitive Supply Chain

出版日
ページ情報
英文 208 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=148.84円
コグニティブ・サプライチェーンの世界市場
出版日: 2025年08月07日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 208 Pages
納期: 即日から翌営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 目次
概要

コグニティブ・サプライチェーンの世界市場は2030年までに254億米ドルに到達

2024年に93億米ドルと推定されるコグニティブ・サプライチェーンの世界市場は、2024年から2030年にかけて18.3％のCAGRで成長し、2030年には254億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つであるオンプレミスデプロイメントは、CAGR 21.5%を記録し、分析期間終了時には160億米ドルに達すると予測されます。クラウドデプロイメントセグメントの成長率は、分析期間中CAGR 14.1%と推定されます。

米国市場は24億米ドル、中国はCAGR17.1％で成長すると予測

米国のコグニティブ・サプライチェーン市場は、2024年に24億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、2030年までに39億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは17.1%です。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17.3％と15.5％と予測されています。欧州では、ドイツがCAGR約13.1%で成長すると予測されています。

世界のコグニティブ・サプライチェーン市場- 主要動向と促進要因まとめ

コグニティブ・サプライチェーンとは何か、ロジスティクスとオペレーションをどのように変革するか？

コグニティブ・サプライチェーンは、人工知能（AI）、機械学習（ML）、モノのインターネット（IoT）、ビッグデータ分析を統合し、意思決定をリアルタイムで最適化する先進的なロジスティクス・オペレーション管理システムです。静的なワークフローと反応的な問題解決に依存する従来のサプライチェーンとは異なり、コグニティブ・サプライチェーンは予測分析と自己学習アルゴリズムを使用して、混乱を予測し、在庫レベルを調整し、需要予測を改善します。このAIを搭載したシステムにより、企業はより高い回復力、効率性、俊敏性を実現し、サプライチェーンのボトルネック、輸送の遅延、需要の変動に伴うリスクを軽減することができます。

小売、製造、製薬、自動車などさまざまな業界の企業が、世界のサプライチェーンの混乱による影響を軽減するためにコグニティブ・サプライチェーンを導入しています。コグニティブ・システムは、天候パターン、経済動向、地政学的イベントなど、複数のソースからの履歴データやリアルタイム・データを分析して、潜在的なリスクを特定し、事前対策を推奨します。これらのインテリジェント・システムはまた、サプライチェーンの可視性を高め、企業が出荷を追跡し、倉庫業務を最適化し、サプライヤーの連携を改善できるようにします。世界化とeコマースの拡大によりサプライチェーンの複雑性が増す中、コグニティブ・オートメーションは、ロジスティクスとオペレーションにおける競争力を維持するために不可欠となっています。

AI、IoT、ブロックチェーンはどのようにサプライチェーンインテリジェンスを再構築しているのか？

人工知能、IoT、ブロックチェーン技術は、リアルタイムの追跡、自動化、安全なデータ管理を可能にすることで、コグニティブ・サプライチェーンに革命をもたらしています。AI主導の分析により、サプライチェーンマネージャーは調達、在庫水準、物流計画についてデータに基づいた意思決定を行い、非効率を減らし、コスト削減を強化することができます。機械学習モデルは、パターンを特定し、需要変動を予測し、適応戦略を提案することで、サプライチェーンの最適化を継続的に改善します。

IoTは、スマートセンサー、GPS追跡、自動倉庫ソリューションを接続することで、コグニティブサプライチェーンにおいて重要な役割を果たしています。IoT対応デバイスは、貨物の状態、在庫レベル、出荷追跡に関するリアルタイムの最新情報を提供し、腐敗や盗難による損失を削減します。ブロックチェーン技術は、取引の改ざん防止記録を可能にし、製品の真正性を確保し、不正リスクを低減することで、サプライチェーンの透明性と安全性を高める。AI、IoT、ブロックチェーンの統合により、市場の変化、混乱、消費者の需要にダイナミックに対応できる、よりインテリジェントで適応力のあるサプライチェーンが構築されつつあります。

コグニティブ・サプライチェーンの導入を促進している業界は？

コグニティブ・サプライチェーンは、高い精度、俊敏性、予測能力を必要とする業界全体のオペレーションを変革しています。小売・eコマース分野では、コグニティブ・オートメーションが在庫レベルをリアルタイムの消費者需要に合わせることで在庫管理を改善し、過剰在庫や欠品を最小限に抑えています。小売業者はまた、AI主導のロジスティクスを利用して倉庫の配送とラスト・マイル・デリバリーを最適化し、顧客満足度を高めています。

製造業では、コグニティブ・サプライチェーンが調達、生産スケジューリング、サプライヤーとの連携を最適化しています。AIを活用した予知保全システムは機械のダウンタイムを減らし、スムーズな生産フローを確保しています。製薬業界では、コグニティブ・オートメーションを活用して医薬品サプライチェーンをより効果的に管理し、規制コンプライアンスを確保し、偽造品リスクを低減しています。一方、飲食品分野では、コグニティブ・サプライチェーンがトレーサビリティを強化し、生鮮品を監視し、流通効率を向上させています。企業がサプライチェーンの回復力と俊敏性を優先し続ける中、AIを活用したコグニティブシステムの採用は急速に拡大すると予想されます。

コグニティブ・サプライチェーン市場の成長を促すものは何か？

コグニティブ・サプライチェーン市場の成長は、リアルタイムのサプライチェーン可視性に対する需要の高まり、AIを活用した自動化の採用の高まり、デジタルトランスフォーメーションへの投資の拡大など、いくつかの要因によってもたらされます。企業は、特にCOVID-19パンデミック、貿易制限、地政学的不確実性などの世界の混乱を受けて、サプライチェーンの回復力を強化する必要に迫られています。コグニティブ・サプライチェーンは、リスクを軽減し、ロジスティクスを最適化し、意思決定を強化するデータ主導のアプローチを提供し、効率化とコスト削減につながります。

AI、IoT、ブロックチェーン技術の進歩は、コグニティブ・サプライチェーンの採用をさらに加速し、自動化と分析のシームレスな統合を可能にしています。eコマースとオムニチャネル小売の拡大は、インテリジェントな在庫管理とフルフィルメント・ソリューションの需要を促進し、市場の成長をさらに促進しています。さらに、持続可能性への取り組みが、エネルギー消費を最適化し、廃棄物を削減し、倫理的な調達を保証するAI主導のサプライチェーンモデルの採用を企業に促しています。コグニティブ・オートメーションへの投資の増加に伴い、コグニティブ・サプライチェーン市場は大きく拡大し、ロジスティクス、調達、在庫管理の未来を形作る準備が整っています。

セグメント

デプロイメント（オンプレミスデプロイメント、クラウドデプロイメント）、企業規模（大企業、中小企業）、オートメーションタイプ（モノのインターネットオートメーション、機械学習オートメーション、その他のオートメーションタイプ）、エンドユーザー（製造エンドユーザー、飲食品エンドユーザー、物流・輸送エンドユーザー、小売・eコマースエンドユーザー、ヘルスケアエンドユーザー、その他のエンドユーザー）

調査対象企業の例

  • Accenture plc
  • Anaplan, Inc.
  • Blue Yonder Group, Inc.
  • Capgemini SE
  • Cognizant Technology Solutions Corporation
  • Deloitte Touche Tohmatsu Limited
  • Eliassen Group
  • GEP
  • IBM Corporation
  • Infosys Limited
  • Kinaxis Inc.
  • PricewaterhouseCoopers LLP
  • SAP SE
  • TATA Consultancy Services Limited
  • Wipro Limited

AIインテグレーション

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: MCP30049

Global Cognitive Supply Chain Market to Reach US$25.4 Billion by 2030

The global market for Cognitive Supply Chain estimated at US$9.3 Billion in the year 2024, is expected to reach US$25.4 Billion by 2030, growing at a CAGR of 18.3% over the analysis period 2024-2030. On-premises Deployment, one of the segments analyzed in the report, is expected to record a 21.5% CAGR and reach US$16.0 Billion by the end of the analysis period. Growth in the Cloud Deployment segment is estimated at 14.1% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.4 Billion While China is Forecast to Grow at 17.1% CAGR

The Cognitive Supply Chain market in the U.S. is estimated at US$2.4 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$3.9 Billion by the year 2030 trailing a CAGR of 17.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 17.3% and 15.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 13.1% CAGR.

Global Cognitive Supply Chain Market - Key Trends & Drivers Summarized

What Is a Cognitive Supply Chain and How Is It Transforming Logistics and Operations?

A cognitive supply chain is an advanced logistics and operations management system that integrates artificial intelligence (AI), machine learning (ML), the Internet of Things (IoT), and big data analytics to optimize decision-making in real-time. Unlike traditional supply chains, which rely on static workflows and reactive problem-solving, cognitive supply chains use predictive analytics and self-learning algorithms to anticipate disruptions, adjust inventory levels, and improve demand forecasting. This AI-powered system enables businesses to achieve greater resilience, efficiency, and agility, reducing risks associated with supply chain bottlenecks, transportation delays, and demand fluctuations.

Companies across various industries, including retail, manufacturing, pharmaceuticals, and automotive, are adopting cognitive supply chains to mitigate the impact of global supply chain disruptions. Cognitive systems analyze historical and real-time data from multiple sources, including weather patterns, economic trends, and geopolitical events, to identify potential risks and recommend proactive strategies. These intelligent systems also enhance supply chain visibility, ensuring that businesses can track shipments, optimize warehouse operations, and improve supplier collaboration. As supply chain complexity increases due to globalization and e-commerce expansion, cognitive automation is becoming essential for maintaining a competitive edge in logistics and operations.

How Are AI, IoT, and Blockchain Reshaping Supply Chain Intelligence?

Artificial intelligence, IoT, and blockchain technologies are revolutionizing cognitive supply chains by enabling real-time tracking, automation, and secure data management. AI-driven analytics allow supply chain managers to make data-informed decisions on procurement, inventory levels, and logistics planning, reducing inefficiencies and enhancing cost savings. Machine learning models continuously refine supply chain optimization by identifying patterns, predicting demand fluctuations, and suggesting adaptive strategies.

IoT plays a crucial role in cognitive supply chains by connecting smart sensors, GPS tracking, and automated warehousing solutions. IoT-enabled devices provide real-time updates on cargo conditions, inventory levels, and shipment tracking, reducing losses due to spoilage or theft. Blockchain technology enhances supply chain transparency and security by enabling tamper-proof records of transactions, ensuring product authenticity, and reducing fraud risks. The integration of AI, IoT, and blockchain is creating more intelligent and adaptive supply chains capable of responding dynamically to market changes, disruptions, and consumer demands.

Which Industries Are Driving the Adoption of Cognitive Supply Chains?

Cognitive supply chains are transforming operations across industries that require high levels of precision, agility, and predictive capabilities. In the retail and e-commerce sector, cognitive automation is improving inventory management by aligning stock levels with real-time consumer demand, minimizing overstocking and shortages. Retailers are also using AI-driven logistics to optimize warehouse distribution and last-mile delivery, enhancing customer satisfaction.

In manufacturing, cognitive supply chains are optimizing procurement, production scheduling, and supplier collaboration. AI-powered predictive maintenance systems are reducing machine downtime, ensuring smooth production flows. The pharmaceutical industry is leveraging cognitive automation to manage drug supply chains more effectively, ensuring regulatory compliance and reducing counterfeit risks. Meanwhile, in the food and beverage sector, cognitive supply chains enhance traceability, monitor perishable goods, and improve distribution efficiency. As businesses continue to prioritize supply chain resilience and agility, the adoption of AI-powered cognitive systems is expected to grow rapidly.

What is Driving the Growth of the Cognitive Supply Chain Market?

The growth in the cognitive supply chain market is driven by several factors, including increasing demand for real-time supply chain visibility, rising adoption of AI-driven automation, and growing investments in digital transformation. Companies are under pressure to enhance supply chain resilience, especially in the wake of global disruptions such as the COVID-19 pandemic, trade restrictions, and geopolitical uncertainties. Cognitive supply chains offer a data-driven approach to mitigate risks, optimize logistics, and enhance decision-making, leading to greater efficiency and cost savings.

Advancements in AI, IoT, and blockchain technologies are further accelerating the adoption of cognitive supply chains, enabling seamless integration of automation and analytics. The expansion of e-commerce and omnichannel retail is driving demand for intelligent inventory management and fulfillment solutions, further fueling market growth. Additionally, sustainability initiatives are encouraging companies to adopt AI-driven supply chain models that optimize energy consumption, reduce waste, and ensure ethical sourcing. With increasing investment in cognitive automation, the cognitive supply chain market is poised for significant expansion, shaping the future of logistics, procurement, and inventory management.

SCOPE OF STUDY:

The report analyzes the Cognitive Supply Chain market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Deployment (On-premises Deployment, Cloud Deployment); Enterprise Size (Large Enterprises, SMEs); Automation Type (Internet of Things Automation, Machine Learning Automation, Other Automation Types); End-Use (Manufacturing End-Use, Food and Beverage End-Use, Logistics and Transportation End-Use, Retail and E-commerce End-Use, Healthcare End-Use, Other End-Uses)

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 42 Featured) -

  • Accenture plc
  • Anaplan, Inc.
  • Blue Yonder Group, Inc.
  • Capgemini SE
  • Cognizant Technology Solutions Corporation
  • Deloitte Touche Tohmatsu Limited
  • Eliassen Group
  • GEP
  • IBM Corporation
  • Infosys Limited
  • Kinaxis Inc.
  • PricewaterhouseCoopers LLP
  • SAP SE
  • TATA Consultancy Services Limited
  • Wipro Limited

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
    • Cognitive Supply Chain - 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 Supply Chain Complexity and Disruption Risk Drives Demand for Intelligent, Adaptive Supply Chain Solutions
    • Integration of AI and Machine Learning Enhances Forecast Accuracy, Demand Planning, and Inventory Optimization
    • Shift Toward Real-Time, Data-Driven Decision Making Strengthens Business Case for Cognitive Supply Chain Platforms
    • Increased Adoption of IoT Devices Enables Continuous Data Collection and End-to-End Visibility Across the Supply Chain
    • Growth in E-Commerce and Omnichannel Retailing Fuels Need for Dynamic, Self-Learning Fulfillment Systems
    • Emergence of Predictive and Prescriptive Analytics Improves Agility and Resilience in Supply Chain Operations
    • Expansion of Digital Twins and Simulation Technologies Enhances Scenario Planning and Disruption Management
    • Rising Customer Expectations Around Speed and Transparency Drive Automation and Cognitive Responsiveness
    • Integration of Cognitive Supply Chain Platforms With ERP, TMS, and WMS Systems Enables Seamless Process Orchestration
    • Adoption of Natural Language Processing (NLP) in Supplier Collaboration and Contract Analysis Streamlines Operations
    • Increased Focus on Sustainability and Carbon Tracking Requires Cognitive Capabilities for Emissions Mapping and Optimization
    • Growth in Multi-Tier Supplier Networks Accelerates Demand for AI-Powered Risk Identification and Mitigation Tools
    • Workforce Shortages and Skills Gaps Drive Adoption of AI-Augmented Decision-Making Tools in Logistics and Procurement
    • Cloud-Native Infrastructure Enhances Scalability and Accessibility of Cognitive Supply Chain Platforms
    • Advances in Computer Vision Enable Automated Quality Control and Condition Monitoring Across the Supply Chain
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Cognitive Supply Chain Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Supply Chain by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Cognitive Supply Chain 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 On-premises Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for On-premises Deployment 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 Cloud Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Cloud Deployment 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 Logistics & Transportation End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Logistics & Transportation End-Use 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 Retail & E-commerce End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Retail & E-commerce End-Use 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 Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Healthcare End-Use 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 Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Other End-Uses 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 Manufacturing End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Manufacturing End-Use 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 18: World Recent Past, Current & Future Analysis for Food & Beverage End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Food & Beverage End-Use 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 20: World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Large Enterprises 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 22: World Recent Past, Current & Future Analysis for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for SMEs 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 24: World Recent Past, Current & Future Analysis for Internet of Things Automation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Internet of Things Automation 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 26: World Recent Past, Current & Future Analysis for Machine Learning Automation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Machine Learning Automation 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 28: World Recent Past, Current & Future Analysis for Other Automation Types by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for Other Automation Types 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
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 30: USA Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 31: USA 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 34: USA Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: USA 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 36: USA Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: USA 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • CANADA
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 40: Canada Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Canada 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 42: Canada Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Canada 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 44: Canada Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Canada 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • JAPAN
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 46: Japan Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Japan 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 48: Japan Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Japan 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 50: Japan Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Japan 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 52: Japan Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Japan 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • CHINA
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 54: China Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: China 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 56: China Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: China 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 58: China Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: China 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 60: China Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: China 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • EUROPE
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 62: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 63: Europe 6-Year Perspective for Cognitive Supply Chain by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 64: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Europe 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 66: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Europe 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 68: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Europe 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • FRANCE
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 72: France Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: France 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 74: France Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: France 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 76: France Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: France 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 78: France Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: France 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • GERMANY
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 80: Germany Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Germany 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 82: Germany Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: Germany 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 84: Germany Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Germany 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 86: Germany Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Germany 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • ITALY
    • TABLE 88: Italy Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Italy 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 90: Italy Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Italy 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 92: Italy Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Italy 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 94: Italy Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Italy 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • UNITED KINGDOM
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 96: UK Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: UK 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 98: UK Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: UK 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 100: UK Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: UK 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 102: UK Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: UK 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 104: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Rest of Europe 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 106: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: Rest of Europe 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 108: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 109: Rest of Europe 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 110: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Rest of Europe 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Cognitive Supply Chain Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 112: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Asia-Pacific 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 114: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Asia-Pacific 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 116: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Asia-Pacific 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 118: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Asia-Pacific 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 120: Rest of World Recent Past, Current & Future Analysis for Cognitive Supply Chain by Deployment - On-premises Deployment and Cloud Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Rest of World 6-Year Perspective for Cognitive Supply Chain by Deployment - Percentage Breakdown of Value Sales for On-premises Deployment and Cloud Deployment for the Years 2025 & 2030
    • TABLE 122: Rest of World Recent Past, Current & Future Analysis for Cognitive Supply Chain by End-Use - Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Rest of World 6-Year Perspective for Cognitive Supply Chain by End-Use - Percentage Breakdown of Value Sales for Logistics & Transportation End-Use, Retail & E-commerce End-Use, Healthcare End-Use, Other End-Uses, Manufacturing End-Use and Food & Beverage End-Use for the Years 2025 & 2030
    • TABLE 124: Rest of World Recent Past, Current & Future Analysis for Cognitive Supply Chain by Enterprise Size - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Rest of World 6-Year Perspective for Cognitive Supply Chain by Enterprise Size - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2025 & 2030
    • TABLE 126: Rest of World Recent Past, Current & Future Analysis for Cognitive Supply Chain by Automation Type - Internet of Things Automation, Machine Learning Automation and Other Automation Types - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Rest of World 6-Year Perspective for Cognitive Supply Chain by Automation Type - Percentage Breakdown of Value Sales for Internet of Things Automation, Machine Learning Automation and Other Automation Types for the Years 2025 & 2030

IV. COMPETITION