コグニティブサプライチェーンの市場規模、シェア、動向分析レポート：展開別、企業規模別、使用オートメーション別、産業別、地域別、セグメント別予測、2025年～2030年

コグニティブサプライチェーン市場の成長と動向：

Grand View Research, Inc.の最新レポートによると、世界のコグニティブサプライチェーン市場規模は2030年までに213億5,220万米ドルに達し、2025年から2030年までのCAGRは17.6％で拡大すると推定されています。

同市場は、様々な収束要因によって著しい成長と変貌を遂げています。この市場促進の要因として、データ主導の意思決定の採用が増加していることが挙げられます。企業は、洗練されたアナリティクスとAI機能を活用することで、大規模なデータセットを効果的に扱い、検討することができます。これらのコグニティブ技術は貴重な洞察を提供し、企業が在庫管理を強化し、需要予測を最適化し、高い精度と効果で物流業務を改善することを可能にします。

コグニティブ・サプライチェーン・ソリューションの採用は、企業のサプライチェーン・プロセスの処理方法に革命をもたらした自動化の統合に大きく影響されています。機械学習とロボティック・プロセス・オートメーション（RPA）の機能を活用することで、企業はサプライチェーン全体を通じて、多くの反復的で時間のかかる作業を自動化することができます。人工知能（AI）に特化した機械学習により、コグニティブ・サプライチェーン・システムは、過去のデータから洞察を吸収し、人間には気づかないパターンや動向を検出することができます。その結果、システムは正確な予測やデータに基づいた選択を行うことができます。例えば、機械学習アルゴリズムは、過去の販売データやその他の変数を分析して将来の需要を予測し、適切なタイミングで適切な在庫レベルを保証することができます。

逆に、ロボティック・プロセス・オートメーションとは、これまで人間の作業員が手作業で行っていたルールベースの作業を、ソフトウェア・ボットを使って実行することを指します。RPAは、データ入力、請求書処理、注文追跡などのタスクを迅速かつ正確に処理します。この自動化により、従業員はより価値のある戦略的な活動に集中できるようになり、組織内の生産性と効率が向上します。サプライチェーンに自動化を取り入れるメリットの1つは、運用コストを削減できることです。かつては多大な人手を必要としていた作業を自動化することで、企業はプロセスを合理化し、手作業の必要性を排除し、リソースの活用を最適化することができます。その結果、このコスト削減は企業の財務業績に大きな影響を与え、他の重要な事業分野に再投資できる資金を確保することができます。

持続可能性と環境問題への関心の高まりは、企業がサプライチェーン全体で環境に配慮した慣行を取り入れる重要な動機となっています。人工知能や機械学習のような先進技術を活用するコグニティブ・ソリューションは、企業が持続可能性の目標を達成し、環境意識の高い消費者の嗜好に応えるのを支援する上で重要な役割を果たします。コグニティブ・ソリューションが環境に優しいサプライチェーンに貢献する方法のひとつに、輸送ルートの最適化があります。輸送は温室効果ガス排出の大きな原因であり、非効率なルートは燃料消費の増加やカーボンフットプリントの増加につながる可能性があります。コグニティブ・テクノロジーは、交通状況やその他の関連要因を含む輸送データを分析し、最も効率的な配送ルートを特定することができます。移動距離を最小限に抑え、配送スケジュールを最適化することで、企業は燃料消費量と排出量を削減し、より環境に配慮したサプライチェーンを推進することができます。

コグニティブ・サプライチェーン市場レポート・ハイライト

• クラウド展開セグメント市場は、市場での人気の高まりとその拡張性を理由に、CAGR 18.7%と大幅な成長が見込まれています。クラウドベースのソリューションにより、企業は需要の変動や進化するビジネスニーズに基づいてリソースを調整できます。
• 企業規模別では、中小企業セグメントが主要セグメントとなり、予測期間中のCAGRが最も高くなると予想されます。同市場における中小企業セグメントの成長に寄与する主な要因の1つは、費用対効果です。中小企業は、従来のオンプレミス・ソリューションよりも初期投資が少なくて済むクラウドベースのコグニティブ・サプライチェーン・プラットフォームにアクセスできるようになり、少ない予算でも実現可能性が高まっています。
• 機械学習（ML）セグメントは、今後数年間で市場を独占すると予想されます。市場セグメンテーションにおけるML自動化により、企業はサプライチェーンプロセスの合理化と最適化、運用コストの削減、効率の向上、データ主導の意思決定を行うことができます。反復作業を自動化し、膨大な量のデータを分析し、パターンと競合考察を特定することで、ML駆動型ソリューションは企業が市場で優位に立つのに役立ちます。
• アジア太平洋地域は予測期間中に高いCAGRを記録すると予測されています。アジア太平洋市場は、技術の進歩と効率的なサプライチェーンマネジメントソリューションに対する需要の急増によって、過去数年間で大幅な成長を遂げています。
• 市場は断片化されており、IBM Corporation、Oracle、Amazon.com、Accenture plc、Intel Corporation、NVIDIA Corporation、Honeywell International Inc.

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 コグニティブサプライチェーン市場の変数、動向、範囲

• 市場系統の見通し
• 市場力学
  • 市場 促進要因分析
  • 市場抑制要因分析
  • 業界の課題
• コグニティブサプライチェーン市場分析ツール
  • 業界分析- ポーターのファイブフォース分析
  • PESTEL分析
• 問題点分析

第4章 コグニティブサプライチェーン市場：展開推定・動向分析

• セグメントダッシュボード
• コグニティブサプライチェーン市場：展開変動分析、2024年および2030年
• クラウド
• オンプレミス

第5章 コグニティブサプライチェーン市場：企業規模の推定・動向分析

• セグメントダッシュボード
• コグニティブサプライチェーン市場：企業規模の変動分析、2024年および2030年
• 中小企業
• 大企業

第6章 コグニティブサプライチェーン市場：使用オートメーションの推定・動向分析

• セグメントダッシュボード
• コグニティブサプライチェーン市場：使用オートメーション変動分析、2024年および2030年
• モノのインターネット（IoT）
• 機械学習（ML）
• その他

第7章 コグニティブサプライチェーン市場：産業別推定・動向分析

• セグメントダッシュボード
• コグニティブサプライチェーン市場：産業変動分析、2024年および2030年
• 製造業
• 小売・eコマース
• 物流・輸送
• ヘルスケア
• 食品・飲料
• その他

第8章 コグニティブサプライチェーン市場：地域推定・動向分析

• コグニティブサプライチェーンの市場シェア、地域別、2024年および2030年
• 北米
  • 米国
  • カナダ
  • メキシコ
• 欧州
  • 英国
  • ドイツ
  • フランス
• アジア太平洋
  • 中国
  • 日本
  • インド
  • 韓国
  • オーストラリア
• ラテンアメリカ
  • ブラジル
• 中東およびアフリカ
  • アラブ首長国連邦
  • サウジアラビア
  • 南アフリカ

第9章 競合情勢

• 企業分類
• 企業の市場ポジショニング
• 企業ヒートマップ分析
• 企業プロファイル/上場企業
  • IBM Corporation
  • Oracle
  • Amazon.com
  • Accenture plc
  • Intel Corporation
  • NVIDIA Corporation
  • Honeywell International Inc.
  • CH Robinson Worldwide, Inc.
  • Panasonic
  • SAP SE

List of Tables

• Table 1 Global Cognitive Supply Chain market size estimates & forecasts 2019 - 2030 (USD Million)
• Table 2 Global Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 3 Global Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 4 Global Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 5 Global Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 6 Global Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 7 Cloud Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 8 On-Premise Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 9 SMEs Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 10 Large Enterprises Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 11 Internet of Things (IoT) Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 12 Machine Learning (ML) Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 13 Others Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 14 Manufacturing Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 15 Retail & E-commerce Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 16 Logistics and Transportation Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 17 Healthcare Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 18 Food and Beverage Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 19 Others Cognitive Supply Chain market, by region 2019 - 2030 (USD Million)
• Table 20 North America Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 21 North America Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 22 North America Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 23 North America Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 24 U.S. Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 25 U.S. Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 26 U.S. Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 27 U.S. Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 28 Canada Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 29 Canada Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 30 Canada Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 31 Canada Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 32 Mexico Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 33 Mexico Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 34 Mexico Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 35 Mexico Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 36 Europe Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 37 Europe Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 38 Europe Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 39 Europe Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 40 UK Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 41 UK Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 42 UK Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 43 UK Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 44 Germany Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 45 Germany Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 46 Germany Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 47 Germany Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 48 France Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 49 France Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 50 France Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 51 France Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 52 Asia Pacific Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 53 Asia Pacific Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 54 Asia Pacific Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 55 Asia Pacific Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 56 China Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 57 China Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 58 China Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 59 China Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 60 Japan Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 61 Japan Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 62 Japan Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 63 Japan Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 64 India Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 65 India Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 66 India Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 67 India Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 68 South Korea Singapore Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 69 South Korea Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 70 South Korea Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 71 South Korea Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 72 Australia Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 73 Australia Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 74 Australia Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 75 Australia Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 76 Latin America Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 77 Latin America Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 78 Latin America Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 79 Latin America Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 80 Brazil Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 81 Brazil Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 82 Brazil Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 83 Brazil Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 84 MEA Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 85 MEA Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 86 MEA Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 87 MEA Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 88 UAE Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 89 UAE Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 90 UAE Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 91 UAE Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 92 KSA Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 93 KSA Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 94 KSA Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 95 KSA Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)
• Table 96 South Africa Cognitive Supply Chain market, by Deployment 2019 - 2030 (USD Million)
• Table 97 South Africa Cognitive Supply Chain market, by Enterprise Size 2019 - 2030 (USD Million)
• Table 98 South Africa Cognitive Supply Chain market, by Automation Used 2019 - 2030 (USD Million)
• Table 99 South Africa Cognitive Supply Chain market, by Industry Verticals 2019 - 2030 (USD Million)

List of Figures

• Fig. 1 Cognitive Supply Chain market segmentation
• Fig. 2 Market research process
• Fig. 3 Information procurement
• Fig. 4 Primary research pattern
• Fig. 5 Market research approaches
• Fig. 6 Value chain-based sizing & forecasting
• Fig. 7 Parent market analysis
• Fig. 8 Market formulation & validation
• Fig. 9 Cognitive Supply Chain market snapshot
• Fig. 10 Cognitive Supply Chain market segment snapshot
• Fig. 11 Cognitive Supply Chain market competitive landscape snapshot
• Fig. 12 Market research process
• Fig. 13 Market driver relevance analysis (Current & future impact)
• Fig. 14 Market restraint relevance analysis (Current & future impact)
• Fig. 15 Cognitive Supply Chain market, Deployment outlook key takeaways (USD Million)
• Fig. 16 Cognitive Supply Chain market Deployment movement analysis (USD Million), 2024 & 2030
• Fig. 17 Cloud market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 18 On-Premise market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 19 Cognitive Supply Chain market: Enterprise Size outlook key takeaways (USD Million)
• Fig. 20 Cognitive Supply Chain market: Enterprise Size movement analysis (USD Million), 2024 & 2030
• Fig. 21 SMEs market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 22 Large Enterprises market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 23 Cognitive Supply Chain market: Automation Used outlook key takeaways (USD Million)
• Fig. 24 Cognitive Supply Chain market: Automation Used movement analysis (USD Million), 2024 & 2030
• Fig. 25 Internet of Things (IoT) market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 26 Machine Learning (ML) market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 27 Others market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 28 Cognitive Supply Chain market: Industry Verticals outlook key takeaways (USD Million)
• Fig. 29 Cognitive Supply Chain market: Industry Verticals movement analysis (USD Million), 2024 & 2030
• Fig. 30 Manufacturing market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 31 Retail & E-commerce market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 32 Logistics and Transportation market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 33 Healthcare market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 34 Food and Beverage market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 35 Others market revenue estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 36 Regional marketplace: Key takeaways
• Fig. 37 Cognitive Supply Chain market: Regional outlook, 2024 & 2030, USD Million
• Fig. 38 North America generative AI market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 39 U.S. Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 40 Canada Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 41 Mexico Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 42 Europe Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 43 UK Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 44 Germany Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 45 France Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 46 Asia Pacific Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 47 Japan Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 48 China Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 49 India Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 50 Australia Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 51 South Korea Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 52 Latin America Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 53 Brazil Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 54 MEA Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 55 KSA Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 56 UAE Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 57 South Africa Cognitive Supply Chain market estimates and forecasts, 2019 - 2030 (USD Million)
• Fig. 58 Strategy framework
• Fig. 59 Company Categorization

Cognitive Supply Chain Market Growth & Trends:

The global cognitive supply chain market size is estimated to reach USD 21,352.2 million by 2030, expanding at a CAGR of 17.6% from 2025 to 2030, according to a new report by Grand View Research, Inc. The market has experienced significant growth and transformation due to various converging factors. A key driver behind this market's advancement is the increasing adoption of data-driven decision-making. Businesses can effectively handle and examine large datasets by leveraging sophisticated analytics and AI capabilities. These cognitive technologies offer valuable insights, enabling companies to enhance inventory management, optimize demand forecasting, and improve logistics operations with high accuracy and effectiveness.

The adoption of cognitive supply chain solutions has been significantly influenced by the integration of automation, which has revolutionized how businesses handle their supply chain processes. Utilizing the capabilities of machine learning and robotic process automation (RPA), companies can automate numerous repetitive and time-consuming tasks throughout the supply chain. Machine learning, a specialized aspect of artificial intelligence (AI), enables cognitive supply chain systems to assimilate insights from historical data, detecting patterns and trends that may go unnoticed by humans. Consequently, the system can make precise predictions and data-informed choices. For example, machine learning algorithms can analyze previous sales data and other variables to anticipate future demand, guaranteeing appropriate inventory levels at the right moments.

Conversely, robotic process automation refers to using software bots to execute rule-based tasks previously carried out manually by human workers. RPA handles tasks like data entry, invoice processing, and order tracking quickly and precisely. This automation allows employees to focus on more valuable and strategic activities, enhancing productivity and efficiency within the organization. One of the benefits of incorporating automation into the supply chain is its capacity to lower operational expenses. By automating tasks that once required significant human labor, companies can streamline their processes, eliminate the need for manual work, and optimize resource utilization. Consequently, this reduction in costs can substantially impact the company's financial performance, freeing up funds that can be reinvested into other crucial areas of the business.

The increasing focus on sustainability and environmental issues has become a key motivator for businesses to embrace eco-conscious practices across their supply chains. Cognitive solutions, which harness advanced technologies like artificial intelligence and machine learning, play a crucial role in assisting businesses to attain their sustainability objectives and cater to the preferences of environmentally aware consumers. One of the ways cognitive solutions contribute to eco-friendly supply chains is by optimizing transportation routes. Transportation represents a significant source of greenhouse gas emissions, and inefficient routes can lead to higher fuel consumption and an increased carbon footprint. Cognitive technologies can analyze transportation data, including traffic conditions and other pertinent factors, to identify the most efficient delivery routes. By minimizing distances traveled and optimizing delivery schedules, companies can decrease fuel consumption and emissions, thus promoting a more environmentally conscious supply chain.

Cognitive Supply Chain Market Report Highlights:

• The cloud deployment segment market is expected to witness substantial growth with a CAGR of 18.7% on account of the rising popularity in the market is its scalability. Cloud-based solutions allow businesses to adjust their resources based on demand fluctuations and evolving business needs
• By enterprise size, the SME segment is expected to be a key segment, exhibiting the highest CAGR over the forecast period. One key factor contributing to the growth of the SME enterprise segment in the market is cost-effectiveness. SMEs can now access cloud-based cognitive supply chain platforms that require lower upfront investment than traditional on-premises solutions, making them more feasible for smaller budgets
• Machine Learning (ML) segment is expected to dominate the market in the upcoming years. ML automation in the market segment allows businesses to streamline and optimize their supply chain processes, reduce operational costs, improve efficiency, and make data-driven decisions. By automating repetitive tasks, analyzing vast amounts of data, and identifying patterns and insights, ML-driven solutions can help companies gain a competitive edge in the market
• Asia Pacific is anticipated to register a higher CAGR over the forecast period. The Asia Pacific market has witnessed substantial growth over the past few years, driven by a convergence of technological advancements and a burgeoning demand for efficient supply chain management solutions
• The market is fragmented and is dominated by key players such as IBM Corporation, Oracle, Amazon.com, Accenture plc, Intel Corporation, NVIDIA Corporation, Honeywell International Inc., C.H. Robinson Worldwide, Inc., Panasonic, and SAP SE among others

Table of Contents

Chapter 1. Methodology and Scope

• 1.1. Market Segmentation and Scope
• 1.2. Research Methodology
  • 1.2.1. Information Procurement
• 1.3. Information or Data Analysis
• 1.4. Methodology
• 1.5. Research Scope and Assumptions
• 1.6. Market Formulation & Validation
• 1.7. Country Based Segment Share Calculation
• 1.8. List of Data Sources

Chapter 2. Executive Summary

• 2.1. Market Outlook
• 2.2. Segment Outlook
• 2.3. Competitive Insights

Chapter 3. Cognitive Supply Chain Market Variables, Trends, & Scope

• 3.1. Market Lineage Outlook
• 3.2. Market Dynamics
  • 3.2.1. Market Driver Analysis
  • 3.2.2. Market Restraint Analysis
  • 3.2.3. Industry Challenge
• 3.3. Cognitive Supply Chain Market Analysis Tools
  • 3.3.1. Industry Analysis - Porter's
    • 3.3.1.1. Bargaining power of the suppliers
    • 3.3.1.2. Bargaining power of the buyers
    • 3.3.1.3. Threats of substitution
    • 3.3.1.4. Threats from new entrants
    • 3.3.1.5. Competitive rivalry
  • 3.3.2. PESTEL Analysis
    • 3.3.2.1. Political landscape
    • 3.3.2.2. Economic and social landscape
    • 3.3.2.3. Technological landscape
• 3.4. Pain Point Analysis

Chapter 4. Cognitive Supply Chain Market: Deployment Estimates & Trend Analysis

• 4.1. Segment Dashboard
• 4.2. Cognitive Supply Chain Market: Deployment Movement Analysis, USD Million, 2024 & 2030
• 4.3. Cloud
  • 4.3.1. Cloud Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)
• 4.4. On-Premise
  • 4.4.1. On-Premise Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)

Chapter 5. Cognitive Supply Chain Market: Enterprise Size Estimates & Trend Analysis

• 5.1. Segment Dashboard
• 5.2. Cognitive Supply Chain Market: Enterprise Size Movement Analysis, USD Million, 2024 & 2030
• 5.3. SMEs
  • 5.3.1. SMEs Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)
• 5.4. Large Enterprises
  • 5.4.1. Large Enterprises Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)

Chapter 6. Cognitive Supply Chain Market: Automation Used Estimates & Trend Analysis

• 6.1. Segment Dashboard
• 6.2. Cognitive Supply Chain Market: Automation Used Movement Analysis, USD Million, 2024 & 2030
• 6.3. Internet of Things (IoT)
  • 6.3.1. Internet of Things (IoT) Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)
• 6.4. Machine Learning (ML)
  • 6.4.1. Machine Learning (ML) Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)
• 6.5. Others
  • 6.5.1. Others Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)

Chapter 7. Cognitive Supply Chain Market: Industry Verticals Estimates & Trend Analysis

• 7.1. Segment Dashboard
• 7.2. Cognitive Supply Chain Market: Industry Verticals Movement Analysis, USD Million, 2024 & 2030
• 7.3. Manufacturing
  • 7.3.1. Manufacturing Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)
• 7.4. Retail & E-commerce
  • 7.4.1. Retail & E-commerce Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)
• 7.5. Logistics and Transportation
  • 7.5.1. Logistics and Transportation Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)
• 7.6. Healthcare
  • 7.6.1. Healthcare Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)
• 7.7. Food and Beverage
  • 7.7.1. Food and Beverage Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)
• 7.8. Others
  • 7.8.1. Others Market Revenue Estimates and Forecasts, 2019 - 2030 (USD Million)

Chapter 8. Cognitive Supply Chain Market: Regional Estimates & Trend Analysis

• 8.1. Cognitive Supply Chain Market Share, By Region, 2024 & 2030 (USD Million)
• 8.2. North America
  • 8.2.1. North America Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.2.2. U.S.
    • 8.2.2.1. U.S. Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.2.3. Canada
    • 8.2.3.1. Canada Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.2.4. Mexico
    • 8.2.4.1. Mexico Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
• 8.3. Europe
  • 8.3.1. Europe Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.3.2. UK
    • 8.3.2.1. UK Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.3.3. Germany
    • 8.3.3.1. Germany Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.3.4. France
    • 8.3.4.1. France Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
• 8.4. Asia Pacific
  • 8.4.1. Asia Pacific Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.4.2. China
    • 8.4.2.1. China Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.4.3. Japan
    • 8.4.3.1. Japan Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.4.4. India
    • 8.4.4.1. India Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.4.5. South Korea
    • 8.4.5.1. South Korea Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.4.6. Australia
    • 8.4.6.1. Australia Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
• 8.5. Latin America
  • 8.5.1. Latin America Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.5.2. Brazil
    • 8.5.2.1. Brazil Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
• 8.6. Middle East and Africa
  • 8.6.1. Middle East and Africa Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.6.2. UAE
    • 8.6.2.1. UAE Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.6.3. KSA
    • 8.6.3.1. KSA Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)
  • 8.6.4. South Africa
    • 8.6.4.1. South Africa Cognitive Supply Chain Market Estimates and Forecasts, 2019 - 2030 (USD Million)

Chapter 9. Competitive Landscape

• 9.1. Company Categorization
• 9.2. Company Market Positioning
• 9.3. Company Heat Map Analysis
• 9.4. Company Profiles/Listing
  • 9.4.1. IBM Corporation
    • 9.4.1.1. Participant's Overview
    • 9.4.1.2. Financial Performance
    • 9.4.1.3. Product Benchmarking
    • 9.4.1.4. Strategic Initiatives
  • 9.4.2. Oracle
    • 9.4.2.1. Participant's Overview
    • 9.4.2.2. Financial Performance
    • 9.4.2.3. Product Benchmarking
    • 9.4.2.4. Strategic Initiatives
  • 9.4.3. Amazon.com
    • 9.4.3.1. Participant's Overview
    • 9.4.3.2. Financial Performance
    • 9.4.3.3. Product Benchmarking
    • 9.4.3.4. Strategic Initiatives
  • 9.4.4. Accenture plc
    • 9.4.4.1. Participant's Overview
    • 9.4.4.2. Financial Performance
    • 9.4.4.3. Product Benchmarking
    • 9.4.4.4. Strategic Initiatives
  • 9.4.5. Intel Corporation
    • 9.4.5.1. Participant's Overview
    • 9.4.5.2. Financial Performance
    • 9.4.5.3. Product Benchmarking
    • 9.4.5.4. Strategic Initiatives
  • 9.4.6. NVIDIA Corporation
    • 9.4.6.1. Participant's Overview
    • 9.4.6.2. Financial Performance
    • 9.4.6.3. Product Benchmarking
    • 9.4.6.4. Strategic Initiatives
  • 9.4.7. Honeywell International Inc.
    • 9.4.7.1. Participant's Overview
    • 9.4.7.2. Financial Performance
    • 9.4.7.3. Product Benchmarking
    • 9.4.7.4. Strategic Initiatives
  • 9.4.8. C.H. Robinson Worldwide, Inc.
    • 9.4.8.1. Participant's Overview
    • 9.4.8.2. Financial Performance
    • 9.4.8.3. Product Benchmarking
    • 9.4.8.4. Strategic Initiatives
  • 9.4.9. Panasonic
    • 9.4.9.1. Participant's Overview
    • 9.4.9.2. Financial Performance
    • 9.4.9.3. Product Benchmarking
    • 9.4.9.4. Strategic Initiatives
  • 9.4.10. SAP SE
    • 9.4.10.1. Participant's Overview
    • 9.4.10.2. Financial Performance
    • 9.4.10.3. Product Benchmarking
    • 9.4.10.4. Strategic Initiatives