コグニティブサプライチェーンの世界市場規模、シェア、産業動向分析レポート：展開タイプ別、技術別、企業規模別、業界別、地域別展望と予測、2023年～2030年

コグニティブサプライチェーン市場規模は2030年までに207億米ドルに達すると予測され、予測期間中のCAGRは14.8%の市場成長率で上昇します。

しかし、データ・プライバシーとセキュリティが市場の大きな課題となっています。欧州の一般データ保護規則（GDPR）や米国のカリフォルニア州消費者プライバシー法（CCPA）のようなデータ保護規制への準拠は複雑な場合があります。コグニティブ・サプライチェーン・ソリューションは、多くの場合、個人データや機密データの処理を伴うため、企業はこれらのデータを適用法に準拠して確実に取り扱う必要があります。サプライチェーン・パートナーに対するサイバー攻撃は、サプライチェーン全体に連鎖的な影響を及ぼす可能性があります。企業は、このような攻撃に対するサプライチェーンのエコシステムを監視し、安全性を確保しなければならないです。これらの課題は、同市場の導入と効果的な実施を妨げる可能性があります。

展開タイプの展望

導入タイプ別に見ると、市場はクラウド型とオンプレミス型に区分されます。クラウドセグメントは、2022年の市場でかなりの収益シェアを獲得しました。クラウド展開が市場で人気を集めている主な理由の1つは、その拡張性です。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することができます。サプライチェーンの業務は、季節や市場環境の変化によって変化することが多いため、クラウドは動的なインフラを提供し、大幅な再構成を行うことなく、変化する作業負荷を効率的に処理することができます。費用対効果も、クラウド導入のもうひとつの魅力です。

テクノロジーの展望

技術別に見ると、市場はモノのインターネット（IoT）、機械学習、その他に分類されます。2022年のコグニティブ・サプライチェーンでは、機械学習（ML）分野が顕著な収益シェアを記録しました。ML自動化により、企業はサプライチェーンプロセスを統合・最適化し、運用コストを削減し、効率を高め、この市場セグメントでデータ主導の意思決定を行うことができます。ML主導のソリューションは、反復的な業務を自動化し、膨大な量のデータを分析し、パターンと洞察を特定することで、企業が競合優位性を獲得するのに役立ちます。ML自動化市場の拡大には、いくつかの要因が寄与しています。まず、これらの技術がサプライチェーン管理にもたらす潜在的なメリットを企業が認識するにつれ、AIとMLの採用が増加しています。

企業規模の見通し

企業規模に基づき、市場は中小企業と大企業に細分化されます。中小企業セグメントは2022年の市場で大きな収益シェアを獲得しました。費用対効果が中小企業セグメントの市場成長に大きく寄与しています。現在、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のコグニティブ・サプライチェーン・プラットフォームを利用できるようになり、少ない予算で利用しやすくなっています。このように金銭的な障壁が低下したことで、中小企業は革新的なテクノロジーを採用し、各業界で競争力を獲得できるようになっています。さらに、コグニティブ・サプライチェーン・ソリューションの拡張性は、中小企業による採用に不可欠な要因となっています。

業界別の展望

業界別では、製造、小売・eコマース、物流・輸送、ヘルスケア、飲食品、その他に分類されます。ヘルスケア分野は、2022年の市場において突出した収益シェアを予測しています。コグニティブ・サプライチェーン・ソリューションは、病院やヘルスケア施設が医療用品や医薬品の在庫をより効率的に管理するのに役立ちます。AIと機械学習アルゴリズムは、使用パターンを分析し、需要を予測し、在庫レベルを最適化することで、余剰を最小限に抑えながら、必要不可欠な品目を常に在庫として確保することができます。医薬品サプライチェーンでは、コグニティブ技術を利用して、製造から流通、エンドユーザーまでの医薬品のトレーサビリティを確保することができます。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAで分析されます。2022年には、北米地域が市場で最も高い収益シェアを獲得しました。有効性とコスト削減に対する需要の高まりが、北米における市場拡大の主な要因の1つです。企業はサプライチェーン・オペレーションを合理化し、コストを削減し、生産高を増加させる方法を積極的に模索しています。コグニティブ・サプライチェーン・ソリューションは、パターンを認識し、需要を予測し、在庫と物流プロセスを最適化することで、リソースの割り当てを増やし、無駄を減らすことを可能にします。さらに、ビッグデータとアナリティクスの普及は、コグニティブ・サプライチェーン技術の採用を加速する上で重要な役割を果たしています。

目次

第1章 市場範囲と調査手法

• 市場の定義
• 目的
• 市場範囲
• セグメンテーション
• 調査手法

第2章 市場の概要

• 主なハイライト

第3章 市場概要

• イントロダクション
  • 概要
    • 市場構成とシナリオ
• 市場に影響を与える主な要因
  • 市場促進要因
  • 市場抑制要因

第4章 競合分析- 世界

• 市場シェア分析2022
• コグニティブサプライチェーン市場に導入された戦略
• ポーターのファイブフォース分析

第5章 世界のコグニティブサプライチェーン市場：展開タイプ別

• 世界のオンプレミス市場：地域別
• 世界のクラウド市場：地域別

第6章 世界の市場：、テクノロジー別

• 世界のモノのインターネット（IoT）市場：地域別
• 世界の機械学習市場：地域別
• 世界のその他の市場：地域別

第7章 世界の市場：、企業規模別

• 世界の大企業市場：地域別
• 世界の中小企業市場：地域別

第8章 世界の市場：、業界別

• 世界の製造業市場：地域別
• 世界の飲食品市場：地域別
• 世界の物流・輸送市場：地域別
• 世界の小売およびeコマース市場：地域別
• 世界のヘルスケア市場：地域別
• 世界のその他の市場：地域別

第9章 世界の市場：、地域別

• 北米の市場
  • 北米の市場：展開タイプ別
    • 北米の国別オンプレミス市場
    • 北米の国別クラウド市場
  • 北米の市場：技術別
    • 北米の国別モノのインターネット（IoT）市場
    • 北米の国別機械学習市場
    • 北米その他の国別市場
  • 北米の市場：企業規模別
    • 北米の国別大企業市場
    • 北米の国別中小企業市場
  • 北米の市場：業界別
    • 国別の北米製造業市場
    • 国別の北米飲食品市場
    • 北米の国別物流・輸送市場
    • 国別の北米小売およびeコマース市場
    • 北米の国別ヘルスケア市場
    • 北米その他の国別市場
  • 北米の市場：国別
    • 米国のコグニティブサプライチェーン市場
    • カナダのコグニティブサプライチェーン市場
    • メキシコのコグニティブサプライチェーン市場
    • 残りの北米の市場
• 欧州の市場
  • 欧州の市場：展開タイプ別
    • 欧州の国別オンプレミス市場
    • 国別欧州クラウド市場
  • 欧州の市場：技術別
    • 欧州の国別モノのインターネット（IoT）市場
    • 欧州の国別機械学習市場
    • 欧州その他の国別市場
  • 欧州の市場：企業規模別
    • 欧州の国別大企業市場
    • 欧州の国別中小企業市場
  • 欧州の市場：業界別
    • 欧州の国別製造業市場
    • 欧州の国別飲食品市場
    • 国別の欧州物流・輸送市場
    • 国別の欧州小売およびeコマース市場
    • 国別の欧州ヘルスケア市場
    • 欧州その他の国別市場
  • 欧州の市場：国別
    • ドイツのコグニティブサプライチェーン市場
    • 英国のコグニティブサプライチェーン市場
    • フランスのコグニティブサプライチェーン市場
    • ロシアのコグニティブサプライチェーン市場
    • スペインのコグニティブサプライチェーン市場
    • イタリアのコグニティブサプライチェーン市場
    • 残りの欧州の市場
• アジア太平洋の市場
  • アジア太平洋の市場：展開タイプ別
    • アジア太平洋地域の国別オンプレミス市場
    • アジア太平洋地域の国別クラウド市場
  • アジア太平洋の市場：技術別
    • アジア太平洋地域の国別モノのインターネット（IoT）市場
    • アジア太平洋地域の国別機械学習市場
    • アジア太平洋地域その他の国別市場
  • アジア太平洋の市場：企業規模別
    • アジア太平洋地域の国別大企業市場
    • アジア太平洋地域の国別中小企業市場
  • アジア太平洋の市場：業界別
    • アジア太平洋地域の国別製造業市場
    • アジア太平洋地域の国別飲食品市場
    • アジア太平洋地域の国別物流・輸送市場
    • アジア太平洋地域の国別小売・eコマース市場
    • アジア太平洋地域の国別ヘルスケア市場
    • アジア太平洋地域その他の国別市場
  • アジア太平洋の市場：国別
    • 中国コグニティブサプライチェーン市場
    • 日本のコグニティブサプライチェーン市場
    • インドのコグニティブサプライチェーン市場
    • 韓国のコグニティブサプライチェーン市場
    • シンガポールのコグニティブサプライチェーン市場
    • マレーシアのコグニティブサプライチェーン市場
    • 残りのアジア太平洋の市場
• ラテンアメリカ・中東・アフリカの市場
  • ラテンアメリカ・中東・アフリカの市場：展開タイプ別
    • 国別のLAMEAオンプレミス市場
    • 国別のLAMEAクラウド市場
  • ラテンアメリカ・中東・アフリカの市場：技術別
    • 国別のLAMEAモノのインターネット（IoT）市場
    • 国別のLAMEA機械学習市場
    • 国別LAMEAその他市場
  • ラテンアメリカ・中東・アフリカの市場：企業規模別
    • 国別LAMEA大企業市場
    • 国別LAMEA中小企業市場
  • ラテンアメリカ・中東・アフリカの市場：業界別
    • 国別LAMEA製造市場
    • 国別LAMEA飲食品市場
    • 国別LAMEA物流・輸送市場
    • 国別LAMEA小売・eコマース市場
    • 国別LAMEAヘルスケア市場
    • 国別LAMEAその他市場
  • ラテンアメリカ・中東・アフリカの市場：国別
    • ブラジルのコグニティブサプライチェーン市場
    • アルゼンチンのコグニティブサプライチェーン市場
    • UAEのコグニティブサプライチェーン市場
    • サウジアラビアのコグニティブサプライチェーン市場
    • 南アフリカのコグニティブサプライチェーン市場
    • ナイジェリアのコグニティブサプライチェーン市場
    • 残りのラテンアメリカ・中東・アフリカの市場

第10章 企業プロファイル

• SAP SE
• Oracle Corporation
• Accenture PLC
• IBM Corporation
• Intel Corporation
• NVIDIA Corporation
• Honeywell International, Inc
• CH. Robinson Worldwide, Inc.
• Amazoncom, Inc.
• Panasonic Holdings Corporation

第11章 コグニティブサプライチェーン市場の勝利の必須事項

LIST OF TABLES

• TABLE 1 Global Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 2 Global Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 3 Global Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 4 Global Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 5 Global On-premise Market, By Region, 2019 - 2022, USD Million
• TABLE 6 Global On-premise Market, By Region, 2023 - 2030, USD Million
• TABLE 7 Global Cloud Market, By Region, 2019 - 2022, USD Million
• TABLE 8 Global Cloud Market, By Region, 2023 - 2030, USD Million
• TABLE 9 Global Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 10 Global Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 11 Global Internet of Things (IoT) Market, By Region, 2019 - 2022, USD Million
• TABLE 12 Global Internet of Things (IoT) Market, By Region, 2023 - 2030, USD Million
• TABLE 13 Global Machine Learning Market, By Region, 2019 - 2022, USD Million
• TABLE 14 Global Machine Learning Market, By Region, 2023 - 2030, USD Million
• TABLE 15 Global Others Market, By Region, 2019 - 2022, USD Million
• TABLE 16 Global Others Market, By Region, 2023 - 2030, USD Million
• TABLE 17 Global Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 18 Global Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 19 Global Large Enterprises Market, By Region, 2019 - 2022, USD Million
• TABLE 20 Global Large Enterprises Market, By Region, 2023 - 2030, USD Million
• TABLE 21 Global Small & Medium-sized Enterprises Market, By Region, 2019 - 2022, USD Million
• TABLE 22 Global Small & Medium-sized Enterprises Market, By Region, 2023 - 2030, USD Million
• TABLE 23 Global Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 24 Global Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 25 Global Manufacturing Market, By Region, 2019 - 2022, USD Million
• TABLE 26 Global Manufacturing Market, By Region, 2023 - 2030, USD Million
• TABLE 27 Global Food & Beverage Market, By Region, 2019 - 2022, USD Million
• TABLE 28 Global Food & Beverage Market, By Region, 2023 - 2030, USD Million
• TABLE 29 Global Logistics & Transportation Market, By Region, 2019 - 2022, USD Million
• TABLE 30 Global Logistics & Transportation Market, By Region, 2023 - 2030, USD Million
• TABLE 31 Global Retail & E-commerce Market, By Region, 2019 - 2022, USD Million
• TABLE 32 Global Retail & E-commerce Market, By Region, 2023 - 2030, USD Million
• TABLE 33 Global Healthcare Market, By Region, 2019 - 2022, USD Million
• TABLE 34 Global Healthcare Market, By Region, 2023 - 2030, USD Million
• TABLE 35 Global Others Market, By Region, 2019 - 2022, USD Million
• TABLE 36 Global Others Market, By Region, 2023 - 2030, USD Million
• TABLE 37 Global Cognitive Supply Chain Market, By Region, 2019 - 2022, USD Million
• TABLE 38 Global Cognitive Supply Chain Market, By Region, 2023 - 2030, USD Million
• TABLE 39 North America Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 40 North America Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 41 North America Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 42 North America Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 43 North America On-premise Market, By Country, 2019 - 2022, USD Million
• TABLE 44 North America On-premise Market, By Country, 2023 - 2030, USD Million
• TABLE 45 North America Cloud Market, By Country, 2019 - 2022, USD Million
• TABLE 46 North America Cloud Market, By Country, 2023 - 2030, USD Million
• TABLE 47 North America Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 48 North America Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 49 North America Internet of Things (IoT) Market, By Country, 2019 - 2022, USD Million
• TABLE 50 North America Internet of Things (IoT) Market, By Country, 2023 - 2030, USD Million
• TABLE 51 North America Machine Learning Market, By Country, 2019 - 2022, USD Million
• TABLE 52 North America Machine Learning Market, By Country, 2023 - 2030, USD Million
• TABLE 53 North America Others Market, By Country, 2019 - 2022, USD Million
• TABLE 54 North America Others Market, By Country, 2023 - 2030, USD Million
• TABLE 55 North America Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 56 North America Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 57 North America Large Enterprises Market, By Country, 2019 - 2022, USD Million
• TABLE 58 North America Large Enterprises Market, By Country, 2023 - 2030, USD Million
• TABLE 59 North America Small & Medium-sized Enterprises Market, By Country, 2019 - 2022, USD Million
• TABLE 60 North America Small & Medium-sized Enterprises Market, By Country, 2023 - 2030, USD Million
• TABLE 61 North America Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 62 North America Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 63 North America Manufacturing Market, By Country, 2019 - 2022, USD Million
• TABLE 64 North America Manufacturing Market, By Country, 2023 - 2030, USD Million
• TABLE 65 North America Food & Beverage Market, By Country, 2019 - 2022, USD Million
• TABLE 66 North America Food & Beverage Market, By Country, 2023 - 2030, USD Million
• TABLE 67 North America Logistics & Transportation Market, By Country, 2019 - 2022, USD Million
• TABLE 68 North America Logistics & Transportation Market, By Country, 2023 - 2030, USD Million
• TABLE 69 North America Retail & E-commerce Market, By Country, 2019 - 2022, USD Million
• TABLE 70 North America Retail & E-commerce Market, By Country, 2023 - 2030, USD Million
• TABLE 71 North America Healthcare Market, By Country, 2019 - 2022, USD Million
• TABLE 72 North America Healthcare Market, By Country, 2023 - 2030, USD Million
• TABLE 73 North America Others Market, By Country, 2019 - 2022, USD Million
• TABLE 74 North America Others Market, By Country, 2023 - 2030, USD Million
• TABLE 75 North America Cognitive Supply Chain Market, By Country, 2019 - 2022, USD Million
• TABLE 76 North America Cognitive Supply Chain Market, By Country, 2023 - 2030, USD Million
• TABLE 77 US Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 78 US Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 79 US Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 80 US Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 81 US Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 82 US Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 83 US Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 84 US Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 85 US Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 86 US Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 87 Canada Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 88 Canada Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 89 Canada Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 90 Canada Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 91 Canada Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 92 Canada Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 93 Canada Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 94 Canada Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 95 Canada Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 96 Canada Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 97 Mexico Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 98 Mexico Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 99 Mexico Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 100 Mexico Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 101 Mexico Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 102 Mexico Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 103 Mexico Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 104 Mexico Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 105 Mexico Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 106 Mexico Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 107 Rest of North America Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 108 Rest of North America Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 109 Rest of North America Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 110 Rest of North America Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 111 Rest of North America Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 112 Rest of North America Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 113 Rest of North America Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 114 Rest of North America Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 115 Rest of North America Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 116 Rest of North America Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 117 Europe Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 118 Europe Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 119 Europe Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 120 Europe Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 121 Europe On-premise Market, By Country, 2019 - 2022, USD Million
• TABLE 122 Europe On-premise Market, By Country, 2023 - 2030, USD Million
• TABLE 123 Europe Cloud Market, By Country, 2019 - 2022, USD Million
• TABLE 124 Europe Cloud Market, By Country, 2023 - 2030, USD Million
• TABLE 125 Europe Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 126 Europe Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 127 Europe Internet of Things (IoT) Market, By Country, 2019 - 2022, USD Million
• TABLE 128 Europe Internet of Things (IoT) Market, By Country, 2023 - 2030, USD Million
• TABLE 129 Europe Machine Learning Market, By Country, 2019 - 2022, USD Million
• TABLE 130 Europe Machine Learning Market, By Country, 2023 - 2030, USD Million
• TABLE 131 Europe Others Market, By Country, 2019 - 2022, USD Million
• TABLE 132 Europe Others Market, By Country, 2023 - 2030, USD Million
• TABLE 133 Europe Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 134 Europe Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 135 Europe Large Enterprises Market, By Country, 2019 - 2022, USD Million
• TABLE 136 Europe Large Enterprises Market, By Country, 2023 - 2030, USD Million
• TABLE 137 Europe Small & Medium-sized Enterprises Market, By Country, 2019 - 2022, USD Million
• TABLE 138 Europe Small & Medium-sized Enterprises Market, By Country, 2023 - 2030, USD Million
• TABLE 139 Europe Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 140 Europe Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 141 Europe Manufacturing Market, By Country, 2019 - 2022, USD Million
• TABLE 142 Europe Manufacturing Market, By Country, 2023 - 2030, USD Million
• TABLE 143 Europe Food & Beverage Market, By Country, 2019 - 2022, USD Million
• TABLE 144 Europe Food & Beverage Market, By Country, 2023 - 2030, USD Million
• TABLE 145 Europe Logistics & Transportation Market, By Country, 2019 - 2022, USD Million
• TABLE 146 Europe Logistics & Transportation Market, By Country, 2023 - 2030, USD Million
• TABLE 147 Europe Retail & E-commerce Market, By Country, 2019 - 2022, USD Million
• TABLE 148 Europe Retail & E-commerce Market, By Country, 2023 - 2030, USD Million
• TABLE 149 Europe Healthcare Market, By Country, 2019 - 2022, USD Million
• TABLE 150 Europe Healthcare Market, By Country, 2023 - 2030, USD Million
• TABLE 151 Europe Others Market, By Country, 2019 - 2022, USD Million
• TABLE 152 Europe Others Market, By Country, 2023 - 2030, USD Million
• TABLE 153 Europe Cognitive Supply Chain Market, By Country, 2019 - 2022, USD Million
• TABLE 154 Europe Cognitive Supply Chain Market, By Country, 2023 - 2030, USD Million
• TABLE 155 Germany Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 156 Germany Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 157 Germany Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 158 Germany Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 159 Germany Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 160 Germany Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 161 Germany Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 162 Germany Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 163 Germany Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 164 Germany Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 165 UK Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 166 UK Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 167 UK Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 168 UK Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 169 UK Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 170 UK Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 171 UK Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 172 UK Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 173 UK Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 174 UK Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 175 France Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 176 France Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 177 France Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 178 France Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 179 France Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 180 France Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 181 France Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 182 France Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 183 France Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 184 France Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 185 Russia Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 186 Russia Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 187 Russia Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 188 Russia Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 189 Russia Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 190 Russia Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 191 Russia Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 192 Russia Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 193 Russia Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 194 Russia Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 195 Spain Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 196 Spain Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 197 Spain Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 198 Spain Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 199 Spain Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 200 Spain Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 201 Spain Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 202 Spain Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 203 Spain Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 204 Spain Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 205 Italy Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 206 Italy Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 207 Italy Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 208 Italy Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 209 Italy Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 210 Italy Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 211 Italy Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 212 Italy Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 213 Italy Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 214 Italy Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 215 Rest of Europe Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 216 Rest of Europe Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 217 Rest of Europe Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 218 Rest of Europe Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 219 Rest of Europe Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 220 Rest of Europe Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 221 Rest of Europe Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 222 Rest of Europe Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 223 Rest of Europe Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 224 Rest of Europe Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 225 Asia Pacific Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 226 Asia Pacific Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 227 Asia Pacific Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 228 Asia Pacific Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 229 Asia Pacific On-premise Market, By Country, 2019 - 2022, USD Million
• TABLE 230 Asia Pacific On-premise Market, By Country, 2023 - 2030, USD Million
• TABLE 231 Asia Pacific Cloud Market, By Country, 2019 - 2022, USD Million
• TABLE 232 Asia Pacific Cloud Market, By Country, 2023 - 2030, USD Million
• TABLE 233 Asia Pacific Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 234 Asia Pacific Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 235 Asia Pacific Internet of Things (IoT) Market, By Country, 2019 - 2022, USD Million
• TABLE 236 Asia Pacific Internet of Things (IoT) Market, By Country, 2023 - 2030, USD Million
• TABLE 237 Asia Pacific Machine Learning Market, By Country, 2019 - 2022, USD Million
• TABLE 238 Asia Pacific Machine Learning Market, By Country, 2023 - 2030, USD Million
• TABLE 239 Asia Pacific Others Market, By Country, 2019 - 2022, USD Million
• TABLE 240 Asia Pacific Others Market, By Country, 2023 - 2030, USD Million
• TABLE 241 Asia Pacific Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 242 Asia Pacific Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 243 Asia Pacific Large Enterprises Market, By Country, 2019 - 2022, USD Million
• TABLE 244 Asia Pacific Large Enterprises Market, By Country, 2023 - 2030, USD Million
• TABLE 245 Asia Pacific Small & Medium-sized Enterprises Market, By Country, 2019 - 2022, USD Million
• TABLE 246 Asia Pacific Small & Medium-sized Enterprises Market, By Country, 2023 - 2030, USD Million
• TABLE 247 Asia Pacific Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 248 Asia Pacific Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 249 Asia Pacific Manufacturing Market, By Country, 2019 - 2022, USD Million
• TABLE 250 Asia Pacific Manufacturing Market, By Country, 2023 - 2030, USD Million
• TABLE 251 Asia Pacific Food & Beverage Market, By Country, 2019 - 2022, USD Million
• TABLE 252 Asia Pacific Food & Beverage Market, By Country, 2023 - 2030, USD Million
• TABLE 253 Asia Pacific Logistics & Transportation Market, By Country, 2019 - 2022, USD Million
• TABLE 254 Asia Pacific Logistics & Transportation Market, By Country, 2023 - 2030, USD Million
• TABLE 255 Asia Pacific Retail & E-commerce Market, By Country, 2019 - 2022, USD Million
• TABLE 256 Asia Pacific Retail & E-commerce Market, By Country, 2023 - 2030, USD Million
• TABLE 257 Asia Pacific Healthcare Market, By Country, 2019 - 2022, USD Million
• TABLE 258 Asia Pacific Healthcare Market, By Country, 2023 - 2030, USD Million
• TABLE 259 Asia Pacific Others Market, By Country, 2019 - 2022, USD Million
• TABLE 260 Asia Pacific Others Market, By Country, 2023 - 2030, USD Million
• TABLE 261 Asia Pacific Cognitive Supply Chain Market, By Country, 2019 - 2022, USD Million
• TABLE 262 Asia Pacific Cognitive Supply Chain Market, By Country, 2023 - 2030, USD Million
• TABLE 263 China Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 264 China Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 265 China Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 266 China Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 267 China Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 268 China Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 269 China Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 270 China Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 271 China Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 272 China Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 273 Japan Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 274 Japan Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 275 Japan Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 276 Japan Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 277 Japan Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 278 Japan Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 279 Japan Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 280 Japan Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 281 Japan Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 282 Japan Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 283 India Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 284 India Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 285 India Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 286 India Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 287 India Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 288 India Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 289 India Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 290 India Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 291 India Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 292 India Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 293 South Korea Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 294 South Korea Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 295 South Korea Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 296 South Korea Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 297 South Korea Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 298 South Korea Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 299 South Korea Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 300 South Korea Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 301 South Korea Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 302 South Korea Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million
• TABLE 303 Singapore Cognitive Supply Chain Market, 2019 - 2022, USD Million
• TABLE 304 Singapore Cognitive Supply Chain Market, 2023 - 2030, USD Million
• TABLE 305 Singapore Cognitive Supply Chain Market, By Deployment Type, 2019 - 2022, USD Million
• TABLE 306 Singapore Cognitive Supply Chain Market, By Deployment Type, 2023 - 2030, USD Million
• TABLE 307 Singapore Cognitive Supply Chain Market, By Technology, 2019 - 2022, USD Million
• TABLE 308 Singapore Cognitive Supply Chain Market, By Technology, 2023 - 2030, USD Million
• TABLE 309 Singapore Cognitive Supply Chain Market, By Enterprise Size, 2019 - 2022, USD Million
• TABLE 310 Singapore Cognitive Supply Chain Market, By Enterprise Size, 2023 - 2030, USD Million
• TABLE 311 Singapore Cognitive Supply Chain Market, By Vertical, 2019 - 2022, USD Million
• TABLE 312 Singapore Cognitive Supply Chain Market, By Vertical, 2023 - 2030, USD Million

The Global Cognitive Supply Chain Market size is expected to reach $20.7 billion by 2030, rising at a market growth of 14.8% CAGR during the forecast period.

Internet of Things (IoT) technology aids companies massively in improving supply chain visibility. Therefore, the Internet of Things (IoT) segment registered $3,083.1 million revenue in the market in 2022. The integration of Internet of Things (IoT) technology into the market has revolutionized the way businesses manage their operations. IoT devices, such as sensors and RFID tags, enable real-time tracking and monitoring of goods, assets, and equipment throughout the supply chain, providing unprecedented visibility and data insights. This influx of data is harnessed by cognitive technologies like artificial intelligence and machine learning, which analyze and predict supply chain patterns, demand fluctuations, and potential disruptions. Some of the factors affecting the market are advancements in artificial intelligence and machine learning, cost reduction and efficiency improvements and challenges associated with data privacy and security.

AI and ML can process and analyze massive amounts of data at speeds and complexity levels beyond human capacity. In the supply chain, this translates into the ability to extract valuable insights from vast datasets, including historical data, real-time sensor data, market trends, and external factors. Machine learning algorithms have improved demand forecasting accuracy significantly. These algorithms can provide more precise predictions of future demand by analyzing historical data and considering multiple variables, such as seasonality and market trends. AI-driven algorithms can optimize various aspects of the supply chain, including routing, transportation, inventory management, and production scheduling. This optimization leads to cost savings, increased efficiency, and improved overall supply chain performance. Additionally, these solutions powered by AI and data analytics enable companies to maintain optimal inventory levels. This minimizes excess inventory carrying costs while ensuring products are readily available, reducing working capital tied up in inventory. Accurate demand forecasting is critical for efficient supply chain operations. This automation reduces procurement cycle times, minimizes manual errors, and lowers administrative costs. Cost reduction and operational efficiency remain crucial for organizations adopting cognitive supply chain technologies. These technologies provide the tools and insights necessary to optimize supply chain procedures, reduce waste, and enhance overall profitability, making them a strategic imperative for many businesses, which can lead to market growth.

However, Data privacy and security are substantial challenges in the market. Compliance with data protection regulations, like the General Data Protection Regulation (GDPR) in Europe or the California Consumer Privacy Act (CCPA) in the United States, can be complex. Cognitive supply chain solutions often involve processing personal and sensitive data, and companies must ensure they handle this data in compliance with applicable laws. Cyberattacks on supply chain partners can have cascading effects on the entire supply chain. Companies must monitor and secure their supply chain ecosystem against such attacks. These challenges can hinder the adoption and effective implementation of the market.

Deployment Type Outlook

On the basis of deployment type, the market is segmented into cloud and on-premise. The cloud segment acquired a substantial revenue share in the market in 2022. One of the primary reasons cloud deployment's 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. As supply chain operations often vary seasonally or due to changes in market conditions, the cloud provides a dynamic infrastructure that can efficiently handle varying workloads without significant reconfiguration. Cost-effectiveness is another compelling advantage of the cloud deployment segment.

Technology Outlook

By technology, the market is categorised into internet of things (IoT), machine learning, and others. The machine learning (ML) segment recorded a remarkable revenue share in the cognitive supply chain in 2022. ML automation enables businesses to consolidate and optimize their supply chain processes, lower operational costs, enhance efficiency, and make data-driven decisions in this market segment. ML-driven solutions can help businesses gain a competitive advantage by automating repetitive duties, analyzing vast amounts of data, and identifying patterns and insights. Several factors have contributed to the expansion of ML automation on the market. First, AI and ML adoption is increasing as businesses recognize these technologies' potential supply chain management benefits.

Enterprise Size Outlook

Based on enterprise size, the market is fragmented into small & medium-sized enterprises and large enterprises. The SMEs segment garnered a significant revenue share in the market in 2022. Cost-effectiveness is a major contributor to the growth of the SME segment of the market. Now, SMEs have access to cognitive supply chain platforms in the cloud that require a lower initial investment than conventional on-premise solutions, making them more affordable for smaller budgets. This decreased financial barrier has allowed small and medium-sized enterprises to adopt innovative technologies and acquire a competitive edge in their respective industries. In addition, the scalability of cognitive supply chain solutions has been an essential factor in their adoption by SMEs.

Vertical Outlook

On the basis of vertical, the market is classified into manufacturing, retail & e-commerce, logistics & transportation, healthcare, food & beverage, and others. The healthcare segment projected a prominent revenue share in the market in 2022. Cognitive supply chain solutions can help hospitals and healthcare facilities manage their inventory of medical supplies and pharmaceuticals more efficiently. AI and machine learning algorithms can analyze usage patterns, forecast demand, and optimize inventory levels to ensure that essential items are always in stock while minimizing excess. In pharmaceutical supply chains, cognitive technologies can be used to ensure the traceability of drugs from manufacturing to distribution to the end-user.

Regional Outlook

Region-wise, the market is analysed across North America, Europe, Asia Pacific, and LAMEA. In 2022, the North America region generated the highest revenue share in the market. The increasing demand for efficacy and cost savings is one of the primary contributors to the expansion of the market in North America. Companies actively seek methods to streamline their supply chain operations, reduce costs, and increase output. Cognitive supply chain solutions enable them to recognize patterns, predict demand, and optimize inventory and logistics processes to increase resource allocation and decrease waste. In addition, big data and analytics proliferation play a vital role in accelerating the adoption of cognitive supply chain technologies.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include SAP SE, Oracle Corporation, Accenture PLC, IBM Corporation, Intel Corporation, NVIDIA Corporation, Honeywell International, Inc., C.H. Robinson Worldwide, Inc., Amazon.com, Inc. and Panasonic Holdings Corporation

Strategies deployed in Cognitive Supply Chain Market

May-2023: Accenture PLC extended its partnership with Blue Yonder Group, Inc., a proven pioneer in autonomous supply chain. This partnership aimed to support organizations with resilient, responsive, and sustainable supply chains.

Jan-2023: Accenture PLC completed the acquisition of Inspirage, LLC, an IT service management company. This acquisition would improve Accenture's Oracle Cloud capabilities, supporting it accelerate innovation for clients through emerging technologies, such as touchless supply chain and digital twins.

Mar-2022: Honeywell international, Inc. collaborated with OTTO Motors, a company that design flexible and intelligent autonomous mobile robots for the industry. Through this collaboration Honeywell aimed to provide warehouses and distribution centres throughout North America an automated option to handle some of the most labour-intensive roles in a growing scarce job market.

Dec-2021: C.H Robinson Worldwide partnered with SAS, a leader in business analytics. Under the partnership, both the companies would use data & analytics to solve a gargantuan supply chain problem and enhance the supply chain efficiency. The companies aimed to design an end-to-end supply chain solution that integrates inventory & demand signal data with real-time transportation data.

Nov-2021: Oracle unveiled a new cloud analytics offering for the company's shipper consumers that utilize Oracle Fusion Cloud Supply Chain & Manufacturing (SCM) platform. Through this launch, the company aimed to provide shippers with the required insights to understand, detect & resolve issues faster all over the supply chain by connecting their supply networks with an integrated suite of cloud business applications.

Jun-2021: Oracle extended its existing partnership with Redwood Logistics, one of the fastest-growing supply chain & logistics companies in North America. The companies aimed to provide OTM users with robust capacity, instant rates & 100% tender acceptance through the integration of Rating API of Redwood with Oracle Fusion Cloud Transportation Management (OTM) which would allow any consumer of the Oracle Transportation Management network to obtain guaranteed capacity on automatically priced loads & tender shipments immediately without human interaction.

Apr-2021: NVIDIA entered into a partnership with Cloudera, Inc., an American software company providing an enterprise data management and analytics platform. From this partnership, the companies would integrate the RAPIDS Accelerator for Apache Spark 3.0. This partnership aimed to allow organizations to accelerate data pipelines & enhance the performance boundaries of data & machine learning (ML) activities to drive the use of artificial intelligence & deliver better outcomes without changing any code.

Dec-2020: SAP extended its partnership with Microsoft, an American multinational technology corporation. This partnership aimed to allow consumers to develop & operate intelligent digital supply chains & Industry 4.0 solutions in the cloud on edge. This would enable enterprises to utilize a comprehensive set of SAP Digital supply chain solutions on Microsoft Azure that includes SAP Intelligent Asset Management solutions, SAP solutions for digital manufacturing, SAP Logistics Business Network, and SAP Integrated Business Planning.

Apr-2019: Panasonic Holdings corporation signed an agreement with JDA software, Inc., a pioneer in autonomous supply chain. Under this acquisition, both the companies would aim to formed a joint venture company to further promote sales of the companies' joint solutions for the manufacturing, logistics, and retail industries in Japan.

Scope of the Study

Market Segments covered in the Report:

By Deployment Type

• On-premise
• Cloud

By Technology

• Internet of Things (IoT)
• Machine Learning
• Others

By Enterprise Size

• Large Enterprises
• Small & Medium-sized Enterprises

By Vertical

• Manufacturing
• Food & Beverage
• Logistics & Transportation
• Retail & E-commerce
• Healthcare
• Others

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Companies Profiled

• SAP SE
• Oracle Corporation
• Accenture PLC
• IBM Corporation
• Intel Corporation
• NVIDIA Corporation
• Honeywell International, Inc.
• C.H. Robinson Worldwide, Inc.
• Amazon.com, Inc.
• Panasonic Holdings Corporation

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• Highest number of market tables and figures
• Subscription based model available
• Guaranteed best price
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Table of Contents

Chapter 1. Market Scope & Methodology

• 1.1 Market Definition
• 1.2 Objectives
• 1.3 Market Scope
• 1.4 Segmentation
  • 1.4.1 Global Cognitive Supply Chain Market, by Deployment Type
  • 1.4.2 Global Cognitive Supply Chain Market, by Technology
  • 1.4.3 Global Cognitive Supply Chain Market, by Enterprise Size
  • 1.4.4 Global Cognitive Supply Chain Market, by Vertical
  • 1.4.5 Global Cognitive Supply Chain Market, by Geography
• 1.5 Methodology for the research

Chapter 2. Market at a Glance

• 2.1 Key Highlights

Chapter 3. Market Overview

• 3.1 Introduction
  • 3.1.1 Overview
    • 3.1.1.1 Market Composition and Scenario
• 3.2 Key Factors Impacting the Market
  • 3.2.1 Market Drivers
  • 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

• 4.1 Market Share Analysis, 2022
• 4.2 Strategies deployed in Cognitive Supply Chain Market
• 4.3 Porter's Five Forces Analysis

Chapter 5. Global Cognitive Supply Chain Market, By Deployment Type

• 5.1 Global On-premise Market, By Region
• 5.2 Global Cloud Market, By Region

Chapter 6. Global Cognitive Supply Chain Market, By Technology

• 6.1 Global Internet of Things (IoT) Market, By Region
• 6.2 Global Machine Learning Market, By Region
• 6.3 Global Others Market, By Region

Chapter 7. Global Cognitive Supply Chain Market, By Enterprise Size

• 7.1 Global Large Enterprises Market, By Region
• 7.2 Global Small & Medium-sized Enterprises Market, By Region

Chapter 8. Global Cognitive Supply Chain Market, By Vertical

• 8.1 Global Manufacturing Market, By Region
• 8.2 Global Food & Beverage Market, By Region
• 8.3 Global Logistics & Transportation Market, By Region
• 8.4 Global Retail & E-commerce Market, By Region
• 8.5 Global Healthcare Market, By Region
• 8.6 Global Others Market, By Region

Chapter 9. Global Cognitive Supply Chain Market, By Region

• 9.1 North America Cognitive Supply Chain Market
  • 9.1.1 North America Cognitive Supply Chain Market, By Deployment Type
    • 9.1.1.1 North America On-premise Market, By Country
    • 9.1.1.2 North America Cloud Market, By Country
  • 9.1.2 North America Cognitive Supply Chain Market, By Technology
    • 9.1.2.1 North America Internet of Things (IoT) Market, By Country
    • 9.1.2.2 North America Machine Learning Market, By Country
    • 9.1.2.3 North America Others Market, By Country
  • 9.1.3 North America Cognitive Supply Chain Market, By Enterprise Size
    • 9.1.3.1 North America Large Enterprises Market, By Country
    • 9.1.3.2 North America Small & Medium-sized Enterprises Market, By Country
  • 9.1.4 North America Cognitive Supply Chain Market, By Vertical
    • 9.1.4.1 North America Manufacturing Market, By Country
    • 9.1.4.2 North America Food & Beverage Market, By Country
    • 9.1.4.3 North America Logistics & Transportation Market, By Country
    • 9.1.4.4 North America Retail & E-commerce Market, By Country
    • 9.1.4.5 North America Healthcare Market, By Country
    • 9.1.4.6 North America Others Market, By Country
  • 9.1.5 North America Cognitive Supply Chain Market, By Country
    • 9.1.5.1 US Cognitive Supply Chain Market
      • 9.1.5.1.1 US Cognitive Supply Chain Market, By Deployment Type
      • 9.1.5.1.2 US Cognitive Supply Chain Market, By Technology
      • 9.1.5.1.3 US Cognitive Supply Chain Market, By Enterprise Size
      • 9.1.5.1.4 US Cognitive Supply Chain Market, By Vertical
    • 9.1.5.2 Canada Cognitive Supply Chain Market
      • 9.1.5.2.1 Canada Cognitive Supply Chain Market, By Deployment Type
      • 9.1.5.2.2 Canada Cognitive Supply Chain Market, By Technology
      • 9.1.5.2.3 Canada Cognitive Supply Chain Market, By Enterprise Size
      • 9.1.5.2.4 Canada Cognitive Supply Chain Market, By Vertical
    • 9.1.5.3 Mexico Cognitive Supply Chain Market
      • 9.1.5.3.1 Mexico Cognitive Supply Chain Market, By Deployment Type
      • 9.1.5.3.2 Mexico Cognitive Supply Chain Market, By Technology
      • 9.1.5.3.3 Mexico Cognitive Supply Chain Market, By Enterprise Size
      • 9.1.5.3.4 Mexico Cognitive Supply Chain Market, By Vertical
    • 9.1.5.4 Rest of North America Cognitive Supply Chain Market
      • 9.1.5.4.1 Rest of North America Cognitive Supply Chain Market, By Deployment Type
      • 9.1.5.4.2 Rest of North America Cognitive Supply Chain Market, By Technology
      • 9.1.5.4.3 Rest of North America Cognitive Supply Chain Market, By Enterprise Size
      • 9.1.5.4.4 Rest of North America Cognitive Supply Chain Market, By Vertical
• 9.2 Europe Cognitive Supply Chain Market
  • 9.2.1 Europe Cognitive Supply Chain Market, By Deployment Type
    • 9.2.1.1 Europe On-premise Market, By Country
    • 9.2.1.2 Europe Cloud Market, By Country
  • 9.2.2 Europe Cognitive Supply Chain Market, By Technology
    • 9.2.2.1 Europe Internet of Things (IoT) Market, By Country
    • 9.2.2.2 Europe Machine Learning Market, By Country
    • 9.2.2.3 Europe Others Market, By Country
  • 9.2.3 Europe Cognitive Supply Chain Market, By Enterprise Size
    • 9.2.3.1 Europe Large Enterprises Market, By Country
    • 9.2.3.2 Europe Small & Medium-sized Enterprises Market, By Country
  • 9.2.4 Europe Cognitive Supply Chain Market, By Vertical
    • 9.2.4.1 Europe Manufacturing Market, By Country
    • 9.2.4.2 Europe Food & Beverage Market, By Country
    • 9.2.4.3 Europe Logistics & Transportation Market, By Country
    • 9.2.4.4 Europe Retail & E-commerce Market, By Country
    • 9.2.4.5 Europe Healthcare Market, By Country
    • 9.2.4.6 Europe Others Market, By Country
  • 9.2.5 Europe Cognitive Supply Chain Market, By Country
    • 9.2.5.1 Germany Cognitive Supply Chain Market
      • 9.2.5.1.1 Germany Cognitive Supply Chain Market, By Deployment Type
      • 9.2.5.1.2 Germany Cognitive Supply Chain Market, By Technology
      • 9.2.5.1.3 Germany Cognitive Supply Chain Market, By Enterprise Size
      • 9.2.5.1.4 Germany Cognitive Supply Chain Market, By Vertical
    • 9.2.5.2 UK Cognitive Supply Chain Market
      • 9.2.5.2.1 UK Cognitive Supply Chain Market, By Deployment Type
      • 9.2.5.2.2 UK Cognitive Supply Chain Market, By Technology
      • 9.2.5.2.3 UK Cognitive Supply Chain Market, By Enterprise Size
      • 9.2.5.2.4 UK Cognitive Supply Chain Market, By Vertical
    • 9.2.5.3 France Cognitive Supply Chain Market
      • 9.2.5.3.1 France Cognitive Supply Chain Market, By Deployment Type
      • 9.2.5.3.2 France Cognitive Supply Chain Market, By Technology
      • 9.2.5.3.3 France Cognitive Supply Chain Market, By Enterprise Size
      • 9.2.5.3.4 France Cognitive Supply Chain Market, By Vertical
    • 9.2.5.4 Russia Cognitive Supply Chain Market
      • 9.2.5.4.1 Russia Cognitive Supply Chain Market, By Deployment Type
      • 9.2.5.4.2 Russia Cognitive Supply Chain Market, By Technology
      • 9.2.5.4.3 Russia Cognitive Supply Chain Market, By Enterprise Size
      • 9.2.5.4.4 Russia Cognitive Supply Chain Market, By Vertical
    • 9.2.5.5 Spain Cognitive Supply Chain Market
      • 9.2.5.5.1 Spain Cognitive Supply Chain Market, By Deployment Type
      • 9.2.5.5.2 Spain Cognitive Supply Chain Market, By Technology
      • 9.2.5.5.3 Spain Cognitive Supply Chain Market, By Enterprise Size
      • 9.2.5.5.4 Spain Cognitive Supply Chain Market, By Vertical
    • 9.2.5.6 Italy Cognitive Supply Chain Market
      • 9.2.5.6.1 Italy Cognitive Supply Chain Market, By Deployment Type
      • 9.2.5.6.2 Italy Cognitive Supply Chain Market, By Technology
      • 9.2.5.6.3 Italy Cognitive Supply Chain Market, By Enterprise Size
      • 9.2.5.6.4 Italy Cognitive Supply Chain Market, By Vertical
    • 9.2.5.7 Rest of Europe Cognitive Supply Chain Market
      • 9.2.5.7.1 Rest of Europe Cognitive Supply Chain Market, By Deployment Type
      • 9.2.5.7.2 Rest of Europe Cognitive Supply Chain Market, By Technology
      • 9.2.5.7.3 Rest of Europe Cognitive Supply Chain Market, By Enterprise Size
      • 9.2.5.7.4 Rest of Europe Cognitive Supply Chain Market, By Vertical
• 9.3 Asia Pacific Cognitive Supply Chain Market
  • 9.3.1 Asia Pacific Cognitive Supply Chain Market, By Deployment Type
    • 9.3.1.1 Asia Pacific On-premise Market, By Country
    • 9.3.1.2 Asia Pacific Cloud Market, By Country
  • 9.3.2 Asia Pacific Cognitive Supply Chain Market, By Technology
    • 9.3.2.1 Asia Pacific Internet of Things (IoT) Market, By Country
    • 9.3.2.2 Asia Pacific Machine Learning Market, By Country
    • 9.3.2.3 Asia Pacific Others Market, By Country
  • 9.3.3 Asia Pacific Cognitive Supply Chain Market, By Enterprise Size
    • 9.3.3.1 Asia Pacific Large Enterprises Market, By Country
    • 9.3.3.2 Asia Pacific Small & Medium-sized Enterprises Market, By Country
  • 9.3.4 Asia Pacific Cognitive Supply Chain Market, By Vertical
    • 9.3.4.1 Asia Pacific Manufacturing Market, By Country
    • 9.3.4.2 Asia Pacific Food & Beverage Market, By Country
    • 9.3.4.3 Asia Pacific Logistics & Transportation Market, By Country
    • 9.3.4.4 Asia Pacific Retail & E-commerce Market, By Country
    • 9.3.4.5 Asia Pacific Healthcare Market, By Country
    • 9.3.4.6 Asia Pacific Others Market, By Country
  • 9.3.5 Asia Pacific Cognitive Supply Chain Market, By Country
    • 9.3.5.1 China Cognitive Supply Chain Market
      • 9.3.5.1.1 China Cognitive Supply Chain Market, By Deployment Type
      • 9.3.5.1.2 China Cognitive Supply Chain Market, By Technology
      • 9.3.5.1.3 China Cognitive Supply Chain Market, By Enterprise Size
      • 9.3.5.1.4 China Cognitive Supply Chain Market, By Vertical
    • 9.3.5.2 Japan Cognitive Supply Chain Market
      • 9.3.5.2.1 Japan Cognitive Supply Chain Market, By Deployment Type
      • 9.3.5.2.2 Japan Cognitive Supply Chain Market, By Technology
      • 9.3.5.2.3 Japan Cognitive Supply Chain Market, By Enterprise Size
      • 9.3.5.2.4 Japan Cognitive Supply Chain Market, By Vertical
    • 9.3.5.3 India Cognitive Supply Chain Market
      • 9.3.5.3.1 India Cognitive Supply Chain Market, By Deployment Type
      • 9.3.5.3.2 India Cognitive Supply Chain Market, By Technology
      • 9.3.5.3.3 India Cognitive Supply Chain Market, By Enterprise Size
      • 9.3.5.3.4 India Cognitive Supply Chain Market, By Vertical
    • 9.3.5.4 South Korea Cognitive Supply Chain Market
      • 9.3.5.4.1 South Korea Cognitive Supply Chain Market, By Deployment Type
      • 9.3.5.4.2 South Korea Cognitive Supply Chain Market, By Technology
      • 9.3.5.4.3 South Korea Cognitive Supply Chain Market, By Enterprise Size
      • 9.3.5.4.4 South Korea Cognitive Supply Chain Market, By Vertical
    • 9.3.5.5 Singapore Cognitive Supply Chain Market
      • 9.3.5.5.1 Singapore Cognitive Supply Chain Market, By Deployment Type
      • 9.3.5.5.2 Singapore Cognitive Supply Chain Market, By Technology
      • 9.3.5.5.3 Singapore Cognitive Supply Chain Market, By Enterprise Size
      • 9.3.5.5.4 Singapore Cognitive Supply Chain Market, By Vertical
    • 9.3.5.6 Malaysia Cognitive Supply Chain Market
      • 9.3.5.6.1 Malaysia Cognitive Supply Chain Market, By Deployment Type
      • 9.3.5.6.2 Malaysia Cognitive Supply Chain Market, By Technology
      • 9.3.5.6.3 Malaysia Cognitive Supply Chain Market, By Enterprise Size
      • 9.3.5.6.4 Malaysia Cognitive Supply Chain Market, By Vertical
    • 9.3.5.7 Rest of Asia Pacific Cognitive Supply Chain Market
      • 9.3.5.7.1 Rest of Asia Pacific Cognitive Supply Chain Market, By Deployment Type
      • 9.3.5.7.2 Rest of Asia Pacific Cognitive Supply Chain Market, By Technology
      • 9.3.5.7.3 Rest of Asia Pacific Cognitive Supply Chain Market, By Enterprise Size
      • 9.3.5.7.4 Rest of Asia Pacific Cognitive Supply Chain Market, By Vertical
• 9.4 LAMEA Cognitive Supply Chain Market
  • 9.4.1 LAMEA Cognitive Supply Chain Market, By Deployment Type
    • 9.4.1.1 LAMEA On-premise Market, By Country
    • 9.4.1.2 LAMEA Cloud Market, By Country
  • 9.4.2 LAMEA Cognitive Supply Chain Market, By Technology
    • 9.4.2.1 LAMEA Internet of Things (IoT) Market, By Country
    • 9.4.2.2 LAMEA Machine Learning Market, By Country
    • 9.4.2.3 LAMEA Others Market, By Country
  • 9.4.3 LAMEA Cognitive Supply Chain Market, By Enterprise Size
    • 9.4.3.1 LAMEA Large Enterprises Market, By Country
    • 9.4.3.2 LAMEA Small & Medium-sized Enterprises Market, By Country
  • 9.4.4 LAMEA Cognitive Supply Chain Market, By Vertical
    • 9.4.4.1 LAMEA Manufacturing Market, By Country
    • 9.4.4.2 LAMEA Food & Beverage Market, By Country
    • 9.4.4.3 LAMEA Logistics & Transportation Market, By Country
    • 9.4.4.4 LAMEA Retail & E-commerce Market, By Country
    • 9.4.4.5 LAMEA Healthcare Market, By Country
    • 9.4.4.6 LAMEA Others Market, By Country
  • 9.4.5 LAMEA Cognitive Supply Chain Market, By Country
    • 9.4.5.1 Brazil Cognitive Supply Chain Market
      • 9.4.5.1.1 Brazil Cognitive Supply Chain Market, By Deployment Type
      • 9.4.5.1.2 Brazil Cognitive Supply Chain Market, By Technology
      • 9.4.5.1.3 Brazil Cognitive Supply Chain Market, By Enterprise Size
      • 9.4.5.1.4 Brazil Cognitive Supply Chain Market, By Vertical
    • 9.4.5.2 Argentina Cognitive Supply Chain Market
      • 9.4.5.2.1 Argentina Cognitive Supply Chain Market, By Deployment Type
      • 9.4.5.2.2 Argentina Cognitive Supply Chain Market, By Technology
      • 9.4.5.2.3 Argentina Cognitive Supply Chain Market, By Enterprise Size
      • 9.4.5.2.4 Argentina Cognitive Supply Chain Market, By Vertical
    • 9.4.5.3 UAE Cognitive Supply Chain Market
      • 9.4.5.3.1 UAE Cognitive Supply Chain Market, By Deployment Type
      • 9.4.5.3.2 UAE Cognitive Supply Chain Market, By Technology
      • 9.4.5.3.3 UAE Cognitive Supply Chain Market, By Enterprise Size
      • 9.4.5.3.4 UAE Cognitive Supply Chain Market, By Vertical
    • 9.4.5.4 Saudi Arabia Cognitive Supply Chain Market
      • 9.4.5.4.1 Saudi Arabia Cognitive Supply Chain Market, By Deployment Type
      • 9.4.5.4.2 Saudi Arabia Cognitive Supply Chain Market, By Technology
      • 9.4.5.4.3 Saudi Arabia Cognitive Supply Chain Market, By Enterprise Size
      • 9.4.5.4.4 Saudi Arabia Cognitive Supply Chain Market, By Vertical
    • 9.4.5.5 South Africa Cognitive Supply Chain Market
      • 9.4.5.5.1 South Africa Cognitive Supply Chain Market, By Deployment Type
      • 9.4.5.5.2 South Africa Cognitive Supply Chain Market, By Technology
      • 9.4.5.5.3 South Africa Cognitive Supply Chain Market, By Enterprise Size
      • 9.4.5.5.4 South Africa Cognitive Supply Chain Market, By Vertical
    • 9.4.5.6 Nigeria Cognitive Supply Chain Market
      • 9.4.5.6.1 Nigeria Cognitive Supply Chain Market, By Deployment Type
      • 9.4.5.6.2 Nigeria Cognitive Supply Chain Market, By Technology
      • 9.4.5.6.3 Nigeria Cognitive Supply Chain Market, By Enterprise Size
      • 9.4.5.6.4 Nigeria Cognitive Supply Chain Market, By Vertical
    • 9.4.5.7 Rest of LAMEA Cognitive Supply Chain Market
      • 9.4.5.7.1 Rest of LAMEA Cognitive Supply Chain Market, By Deployment Type
      • 9.4.5.7.2 Rest of LAMEA Cognitive Supply Chain Market, By Technology
      • 9.4.5.7.3 Rest of LAMEA Cognitive Supply Chain Market, By Enterprise Size
      • 9.4.5.7.4 Rest of LAMEA Cognitive Supply Chain Market, By Vertical

Chapter 10. Company Profiles

• 10.10. SAP SE
  • 10.1.1 Company Overview
  • 10.1.2 Financial Analysis
  • 10.1.3 Segmental and Regional Analysis
  • 10.1.4 Research & Development Expense
  • 10.1.5 Recent strategies and developments:
    • 10.1.5.1 Partnerships, Collaborations, and Agreements:
  • 10.1.6 SWOT Analysis
• 10.2 Oracle Corporation
  • 10.2.1 Company Overview
  • 10.2.2 Financial Analysis
  • 10.2.3 Segmental and Regional Analysis
  • 10.2.4 Research & Development Expense
  • 10.2.5 Recent strategies and developments:
    • 10.2.5.1 Partnerships, Collaborations, and Agreements:
    • 10.2.5.2 Product Launches and Product Expansions:
  • 10.2.6 SWOT Analysis
• 10.3 Accenture PLC
  • 10.3.1 Company Overview
  • 10.3.2 Financial Analysis
  • 10.3.3 Segmental and Regional Analysis
  • 10.3.4 Research & Development Expenses
  • 10.3.5 Recent strategies and developments:
    • 10.3.5.1 Partnerships, Collaborations, and Agreements:
    • 10.3.5.2 Acquisition and Mergers:
  • 10.3.6 SWOT Analysis
• 10.4 IBM Corporation
  • 10.4.1 Company Overview
  • 10.4.2 Financial Analysis
  • 10.4.3 Segmental and Regional Analysis
  • 10.4.4 Research & Development Expenses
  • 10.4.5 SWOT Analysis
• 10.5 Intel Corporation
  • 10.5.1 Company Overview
  • 10.5.2 Financial Analysis
  • 10.5.3 Segmental and Regional Analysis
  • 10.5.4 Research & Development Expenses
  • 10.5.5 SWOT Analysis
• 10.6 NVIDIA Corporation
  • 10.6.1 Company Overview
  • 10.6.2 Financial Analysis
  • 10.6.3 Segmental and Regional Analysis
  • 10.6.4 Research & Development Expenses
  • 10.6.5 Recent strategies and developments:
    • 10.6.5.1 Partnerships, Collaborations, and Agreements:
  • 10.6.6 SWOT Analysis
• 10.7 Honeywell International, Inc.
  • 10.7.1 Company Overview
  • 10.7.2 Segmental and Regional Analysis
  • 10.7.3 Research & Development Expenses
  • 10.7.4 Recent strategies and developments:
    • 10.7.4.1 Partnerships, Collaborations, and Agreements:
  • 10.7.5 SWOT Analysis
• 10.8 C.H. Robinson Worldwide, Inc.
  • 10.8.1 Company Overview
  • 10.8.2 Financial Analysis
  • 10.8.3 Regional & Segmental Analysis
  • 10.8.4 Recent strategies and developments:
    • 10.8.4.1 Partnerships, Collaborations, and Agreements:
  • 10.8.5 SWOT Analysis
• 10.9 Amazon.com, Inc.
  • 10.9.1 Company Overview
  • 10.9.2 Financial Analysis
  • 10.9.3 Segmental Analysis
  • 10.9.4 SWOT Analysis
• 10.10. Panasonic Holdings Corporation
  • 10.10.1 Company Overview
  • 10.10.2 Financial Analysis
  • 10.10.3 Segmental and Regional Analysis
  • 10.10.4 Research & Development Expenses
  • 10.10.5 Recent strategies and developments:
    • 10.10.5.1 Partnerships, Collaborations, and Agreements:
  • 10.10.6 SWOT Analysis

Chapter 11. Winning imperatives of cognitive supply chain market