デフォルト表紙
市場調査レポート
商品コード
1303746

サプライチェーンにおける人工知能市場:提供、技術、用途、産業別-2023-2030年の世界予測

Artificial Intelligence in Supply Chain Market by Offering, Technology, Application, Industry - Cumulative Impact of COVID-19, Russia Ukraine Conflict, and High Inflation - Global Forecast 2023-2030

出版日: | 発行: 360iResearch | ページ情報: 英文 194 Pages | 納期: 即日から翌営業日

● お客様のご希望に応じて、既存データの加工や未掲載情報(例:国別セグメント)の追加などの対応が可能です。  詳細はお問い合わせください。

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=151.55円
サプライチェーンにおける人工知能市場:提供、技術、用途、産業別-2023-2030年の世界予測
出版日: 2023年06月12日
発行: 360iResearch
ページ情報: 英文 194 Pages
納期: 即日から翌営業日
ご注意事項 :
本レポートは最新情報反映のため適宜更新し、内容構成変更を行う場合があります。ご検討の際はお問い合わせください。
  • 全表示
  • 概要
  • 図表
  • 目次
概要

サプライチェーンにおける人工知能の世界市場は、2023年に42億2,094万米ドル、CAGR26.13%で大きく成長し、2030年には214億6,032万米ドルに達すると予測されています。

FPNVポジショニング・マトリックス

FPNVポジショニングマトリックスは世界のサプライチェーンにおける人工知能市場を評価するために不可欠です。ビジネス戦略と製品満足度の主要指標を検証することで、ベンダーの包括的な評価を提供し、ユーザーは特定のニーズに基づいた情報をもとに意思決定を行うことができます。この高度な分析により、ベンダーは成功の度合いが異なる4つの象限に整理されます:フォアフロント(F)、パスファインダー(P)、ニッチ(N)、バイタル(V)です。

市場シェア分析

市場シェア分析では、特定の市場領域におけるベンダーの現状を洞察することができます。全体的な収益、顧客基盤、その他の主要指標に対するベンダーの貢献度を比較することで、企業が市場シェアを争う際に、自社の業績や直面している状況をより深く理解することができます。また、本分析では、調査した基準年において、特定のセクターがどの程度競合しているのか、蓄積、断片化の優位性、合併の特徴についても明らかにしています。

本レポートは、以下のポイントに関する洞察を提供します:

1.市場の浸透度:主要企業が提供する市場に関する包括的な情報を提供します。

2.市場の発展:有利な新興市場に関する詳細情報を提供し、市場の成熟セグメントにおける浸透度を分析します。

3.市場の多様化:新製品の上市、未開発地域、最近の開発、投資に関する詳細情報を提供します。

4.市場の動向:COVID-19、ロシア・ウクライナ紛争、高インフレの累積的な影響を包括的に理解することができます。

5.競合の評価と情報:主要企業の市場シェア、戦略、製品、認証、規制状況、特許状況、製造能力を網羅的に評価します。

6.製品開発およびイノベーション:将来技術、研究開発活動、画期的な製品開発に関する知的洞察を提供します。

本レポートは、以下のような質問にお答えします:

1.サプライチェーンにおける人工知能の世界市場規模および予測は?

2.予測期間中、世界のサプライチェーンにおける人工知能市場を形成するCOVID-19の阻害要因と影響は?

3.サプライチェーンにおける人工知能の世界市場において予測期間中に投資すべき製品/セグメント/アプリケーション/分野は?

4.サプライチェーンにおける人工知能の世界市場における競争戦略は?

5.サプライチェーンにおける人工知能の世界市場における技術動向と規制の枠組みは?

6.サプライチェーンにおける人工知能の世界市場における主要ベンダーの市場シェアは?

7.サプライチェーンにおける人工知能の世界市場への参入には、どのような形態や戦略的な動きが適していると考えられるか?

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

  • 市場力学
    • 促進要因
      • サプライチェーンネットワークの可視性と透明性を高める必要性が高まる
      • 体系的かつ効率的な在庫管理に対する需要の高まり
      • 倉庫コスト削減への注目の高まり
    • 抑制要因
      • AI対応ソフトウェアのコストが高い
    • 機会
      • 急成長するeコマース業界
      • デジタル化されたサプライチェーンへの傾向の高まり
    • 課題
      • AIソフトウェアを管理する熟練労働力の不足
  • 市場動向
  • COVID-19の累積的な影響
  • ロシア・ウクライナ紛争の累積的影響
  • 高インフレの累積的影響
  • ポーターのファイブフォース分析
  • バリューチェーンとクリティカルパス分析
  • 規制の枠組み
  • 顧客のカスタマイズ

第6章 サプライチェーンにおける人工知能市場:提供別

  • ハードウェア
    • メモリー
    • 通信網
    • プロセッサー
  • サービス
    • 導入と統合
    • サポートとメンテナンス
  • ソフトウェア

第7章 サプライチェーンにおける人工知能市場:技術別

  • 拡張現実
  • コンピュータビジョン
  • コンテキストアウェアコンピューティング
  • 機械学習
    • 強化学習
    • 教師あり学習
    • 教師なし学習
  • 自然言語処理

第8章 サプライチェーンにおける人工知能市場:用途別

  • フリート管理
  • 貨物仲介業
  • 危機管理
  • サプライチェーン計画
  • バーチャルアシスタント
  • 倉庫管理

第9章 サプライチェーンにおける人工知能市場:業界別

  • 航空宇宙
  • 自動車
  • 消費者向けパッケージ商品
  • 食べ物と飲み物
  • ヘルスケア
  • 製造業
  • 小売り

第10章 南北アメリカのサプライチェーンにおける人工知能市場

  • アルゼンチン
  • ブラジル
  • カナダ
  • メキシコ
  • 米国

第11章 アジア太平洋地域のサプライチェーンにおける人工知能市場

  • オーストラリア
  • 中国
  • インド
  • インドネシア
  • 日本
  • マレーシア
  • フィリピン
  • シンガポール
  • 韓国
  • 台湾
  • タイ
  • ベトナム

第12章 欧州・中東・アフリカのサプライチェーンにおける人工知能市場

  • デンマーク
  • エジプト
  • フィンランド
  • フランス
  • ドイツ
  • イスラエル
  • イタリア
  • オランダ
  • ナイジェリア
  • ノルウェー
  • ポーランド
  • カタール
  • ロシア
  • サウジアラビア
  • 南アフリカ
  • スペイン
  • スウェーデン
  • スイス
  • トルコ
  • アラブ首長国連邦
  • 英国

第13章 競合情勢

  • FPNVポジショニングマトリクス
  • 市場シェア分析:主要企業別
  • 競合シナリオ分析:主要企業別

第14章 掲載企業一覧

第15章 付録

  • ディスカッションガイド
  • ライセンスと価格について
図表

LIST OF FIGURES

  • FIGURE 1. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET RESEARCH PROCESS
  • FIGURE 2. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2022 VS 2030
  • FIGURE 3. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2022 VS 2030 (%)
  • FIGURE 5. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2022 VS 2030 (%)
  • FIGURE 6. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2022 VS 2030 (%)
  • FIGURE 7. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2022 VS 2030 (%)
  • FIGURE 8. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2022 VS 2030 (%)
  • FIGURE 9. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET DYNAMICS
  • FIGURE 10. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2022 VS 2023 VS 2030 (USD MILLION)
  • FIGURE 11. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2022 VS 2023 VS 2030 (USD MILLION)
  • FIGURE 12. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2022 VS 2023 VS 2030 (USD MILLION)
  • FIGURE 13. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2022 VS 2023 VS 2030 (USD MILLION)
  • FIGURE 14. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2022 VS 2023 VS 2030 (USD MILLION)
  • FIGURE 15. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2022 VS 2023 VS 2030 (USD MILLION)
  • FIGURE 16. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2022 VS 2023 VS 2030 (USD MILLION)
  • FIGURE 17. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2022 VS 2023 VS 2030 (USD MILLION)
  • FIGURE 18. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET, FPNV POSITIONING MATRIX, 2022
  • FIGURE 19. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SHARE, BY KEY PLAYER, 2022

LIST OF TABLES

  • TABLE 1. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2022
  • TABLE 3. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 5. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 6. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 7. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MEMORY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 8. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NETWORK, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY PROCESSORS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 11. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 16. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUGMENTED REALITY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONTEXT-AWARE COMPUTING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 20. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 26. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FLEET MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FREIGHT BROKERAGE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SUPPLY CHAIN PLANNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY VIRTUAL ASSISTANT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY WAREHOUSE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 32. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 33. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AEROSPACE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY CONSUMER-PACKAGED GOODS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 36. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY FOOD & BEVERAGES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 37. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 38. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 39. ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 40. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 41. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 42. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 43. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 44. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 45. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 46. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 47. AMERICAS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 48. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 49. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 50. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 51. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 52. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 53. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 54. ARGENTINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 55. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 56. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 57. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 58. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 59. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 60. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 61. BRAZIL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 62. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 63. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 64. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 65. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 66. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 67. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 68. CANADA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 69. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 70. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 71. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 72. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 73. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 74. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 75. MEXICO ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 76. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 77. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 78. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 79. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 80. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 81. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 82. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 83. UNITED STATES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 84. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 85. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 86. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 87. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 88. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 89. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 90. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 91. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 92. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 93. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 94. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 95. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 96. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 97. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 98. AUSTRALIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 99. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 100. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 101. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 102. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 103. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 104. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 105. CHINA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 106. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 107. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 108. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 109. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 110. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 111. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 112. INDIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 113. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 114. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 115. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 116. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 117. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 118. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 119. INDONESIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 120. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 121. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 122. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 123. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 124. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 125. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 126. JAPAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 127. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 128. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 129. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 130. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 131. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 132. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 133. MALAYSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 134. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 135. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 136. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 137. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 138. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 139. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 140. PHILIPPINES ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 141. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 142. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 143. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 144. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 145. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 146. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 147. SINGAPORE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 148. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 149. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 150. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 151. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 152. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 153. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 154. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 155. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 156. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 157. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 158. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 159. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 160. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 161. TAIWAN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 162. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 163. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 164. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 165. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 166. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 167. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 168. THAILAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 169. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 170. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 171. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 172. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 173. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 174. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 175. VIETNAM ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 176. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 177. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 178. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 179. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 180. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 181. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 182. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 183. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 184. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 185. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 186. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 187. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 188. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 189. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 190. DENMARK ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 191. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 192. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 193. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 194. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 195. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 196. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 197. EGYPT ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 198. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 199. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 200. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 201. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 202. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 203. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 204. FINLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 205. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 206. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 207. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 208. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 209. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 210. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 211. FRANCE ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 212. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 213. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 214. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 215. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 216. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 217. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 218. GERMANY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 219. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 220. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 221. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 222. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 223. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 224. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 225. ISRAEL ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 226. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 227. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 228. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 229. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 230. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 231. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 232. ITALY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 233. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 234. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 235. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 236. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 237. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 238. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 239. NETHERLANDS ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 240. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 241. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 242. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 243. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 244. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 245. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 246. NIGERIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 247. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 248. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 249. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 250. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 251. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 252. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 253. NORWAY ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 254. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 255. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 256. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 257. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 258. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 259. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 260. POLAND ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 261. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 262. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 263. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 264. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 265. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 266. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 267. QATAR ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 268. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 269. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 270. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 271. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 272. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 273. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 274. RUSSIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 275. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 276. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 277. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 278. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 279. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 280. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 281. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 282. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 283. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 284. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 285. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 286. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 287. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 288. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY, 2018-2030 (USD MILLION)
  • TABLE 289. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 290. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 291. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 292. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 293. SPAIN ARTIFICIAL INTELLIGENCE IN SUPPLY CHAIN MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (US
目次
Product Code: MRR-031BF22F9557

The Global Artificial Intelligence in Supply Chain Market is forecasted to grow significantly, with a projected USD 4,220.94 million in 2023 at a CAGR of 26.13% and expected to reach a staggering USD 21,460.32 million by 2030.

The Cumulative Impact of COVID-19, the Russia-Ukraine Conflict, and High Inflation is expected to have significant long-term effects on the Global Artificial Intelligence in Supply Chain Market. The ongoing research considers the changes in consumer behavior, supply chain disruptions, and government interventions caused by the pandemic. Similarly, the report considers the ongoing political and economic uncertainty in Eastern Europe caused by the Russia-Ukraine Conflict and its potential implications for demand-supply balances, pressure on pricing variants, and import/export and trading. Additionally, the report addresses the impact of High Inflation on the global economy and details fiscal policies measuring and reducing its effects on demand, supply, cash flow, and currency exchange.

Market Segmentation & Coverage:

This research report categorizes the Global Artificial Intelligence in Supply Chain Market in order to forecast the revenues and analyze trends in each of following sub-markets:

Based on Offering, market is studied across Hardware, Services, and Software. The Hardware is further studied across Memory, Network, and Processors. The Services is further studied across Deployment & Integration and Support & Maintenance. The Hardware is projected to witness significant market share during forecast period.

Based on Technology, market is studied across Augmented Reality, Computer Vision, Context-Aware Computing, Machine Learning, and Natural Language Processing. The Machine Learning is further studied across Reinforcement Learning, Supervised Learning, and Unsupervised Learning. The Augmented Reality is projected to witness significant market share during forecast period.

Based on Application, market is studied across Fleet Management, Freight Brokerage, Risk Management, Supply Chain Planning, Virtual Assistant, and Warehouse Management. The Risk Management is projected to witness significant market share during forecast period.

Based on Industry, market is studied across Aerospace, Automotive, Consumer-Packaged Goods, Food & Beverages, Healthcare, Manufacturing, and Retail. The Manufacturing is projected to witness significant market share during forecast period.

Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom. The Americas commanded largest market share of 38.75% in 2022, followed by Europe, Middle East & Africa.

Market Statistics:

The report provides market sizing and forecasts across 7 major currencies - USD, EUR, JPY, GBP, AUD, CAD, and CHF; multiple currency support helps organization leaders to make well-informed decisions. In this report, 2018 to 2021 are considered as historical years, 2022 is base year, 2023 is estimated year, and years from 2024 to 2030 are considered as forecast period.

FPNV Positioning Matrix:

The FPNV Positioning Matrix is essential for assessing the Global Artificial Intelligence in Supply Chain Market. It provides a comprehensive evaluation of vendors by examining key metrics within Business Strategy and Product Satisfaction, allowing users to make informed decisions based on their specific needs. This advanced analysis then organizes these vendors into four distinct quadrants, which represent varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital(V).

Market Share Analysis:

The Market Share Analysis offers an insightful look at the current state of vendors in a particular market space. By comparing vendor contributions to overall revenue, customer base, and other key metrics, we can give companies a greater understanding of their performance and what they are up against when competing for market share. The analysis also sheds light on just how competitive any given sector is about accumulation, fragmentation dominance, and amalgamation traits over the base year period studied.

The report provides insights on the following pointers:

1. Market Penetration: Provides comprehensive information on the market offered by the key players

2. Market Development: Provides in-depth information about lucrative emerging markets and analyzes penetration across mature segments of the markets

3. Market Diversification: Provides detailed information about new product launches, untapped geographies, recent developments, and investments

4. Market Trends: Provides comprehensive understanding of the Cumulative Impact of COVID-19, the Russia-Ukraine Conflict, and the High Inflation

5. Competitive Assessment & Intelligence: Provides an exhaustive assessment of market shares, strategies, products, certification, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players

6. Product Development & Innovation: Provides intelligent insights on future technologies, R&D activities, and breakthrough product developments

The report answers questions such as:

1. What is the market size and forecast of the Global Artificial Intelligence in Supply Chain Market?

2. What are the inhibiting factors and impact of COVID-19 shaping the Global Artificial Intelligence in Supply Chain Market during the forecast period?

3. Which are the products/segments/applications/areas to invest in over the forecast period in the Global Artificial Intelligence in Supply Chain Market?

4. What is the competitive strategic window for opportunities in the Global Artificial Intelligence in Supply Chain Market?

5. What are the technology trends and regulatory frameworks in the Global Artificial Intelligence in Supply Chain Market?

6. What is the market share of the leading vendors in the Global Artificial Intelligence in Supply Chain Market?

7. What modes and strategic moves are considered suitable for entering the Global Artificial Intelligence in Supply Chain Market?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Limitations
  • 1.7. Assumptions
  • 1.8. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

  • 4.1. Introduction
  • 4.2. Artificial Intelligence in Supply Chain Market, by Offering, 2022 vs 2030
  • 4.3. Artificial Intelligence in Supply Chain Market, by Technology, 2022 vs 2030
  • 4.4. Artificial Intelligence in Supply Chain Market, by Application, 2022 vs 2030
  • 4.5. Artificial Intelligence in Supply Chain Market, by Industry, 2022 vs 2030
  • 4.6. Artificial Intelligence in Supply Chain Market, by Region, 2022 vs 2030

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Increasing necessity for better visibility and transparency in supply chain network
      • 5.1.1.2. Growing demand for systematic and efficient inventory management
      • 5.1.1.3. Rising focus on reduction in warehouse cost
    • 5.1.2. Restraints
      • 5.1.2.1. High cost of AI enabled softwares
    • 5.1.3. Opportunities
      • 5.1.3.1. Rapidly growing e-commerce industry
      • 5.1.3.2. Growing inclination towards digitized supply chain
    • 5.1.4. Challenges
      • 5.1.4.1. Dearth of skilled workforce to manage AI softwares
  • 5.2. Market Trends
  • 5.3. Cumulative Impact of COVID-19
  • 5.4. Cumulative Impact of Russia-Ukraine Conflict
  • 5.5. Cumulative Impact of High Inflation
  • 5.6. Porter's Five Forces Analysis
    • 5.6.1. Threat of New Entrants
    • 5.6.2. Threat of Substitutes
    • 5.6.3. Bargaining Power of Customers
    • 5.6.4. Bargaining Power of Suppliers
    • 5.6.5. Industry Rivalry
  • 5.7. Value Chain & Critical Path Analysis
  • 5.8. Regulatory Framework
  • 5.9. Client Customization

6. Artificial Intelligence in Supply Chain Market, by Offering

  • 6.1. Introduction
  • 6.2. Hardware
    • 6.2.1. Memory
    • 6.2.2. Network
    • 6.2.3. Processors
  • 6.3. Services
    • 6.3.1. Deployment & Integration
    • 6.3.2. Support & Maintenance
  • 6.4. Software

7. Artificial Intelligence in Supply Chain Market, by Technology

  • 7.1. Introduction
  • 7.2. Augmented Reality
  • 7.3. Computer Vision
  • 7.4. Context-Aware Computing
  • 7.5. Machine Learning
    • 7.5.1. Reinforcement Learning
    • 7.5.2. Supervised Learning
    • 7.5.3. Unsupervised Learning
  • 7.6. Natural Language Processing

8. Artificial Intelligence in Supply Chain Market, by Application

  • 8.1. Introduction
  • 8.2. Fleet Management
  • 8.3. Freight Brokerage
  • 8.4. Risk Management
  • 8.5. Supply Chain Planning
  • 8.6. Virtual Assistant
  • 8.7. Warehouse Management

9. Artificial Intelligence in Supply Chain Market, by Industry

  • 9.1. Introduction
  • 9.2. Aerospace
  • 9.3. Automotive
  • 9.4. Consumer-Packaged Goods
  • 9.5. Food & Beverages
  • 9.6. Healthcare
  • 9.7. Manufacturing
  • 9.8. Retail

10. Americas Artificial Intelligence in Supply Chain Market

  • 10.1. Introduction
  • 10.2. Argentina
  • 10.3. Brazil
  • 10.4. Canada
  • 10.5. Mexico
  • 10.6. United States

11. Asia-Pacific Artificial Intelligence in Supply Chain Market

  • 11.1. Introduction
  • 11.2. Australia
  • 11.3. China
  • 11.4. India
  • 11.5. Indonesia
  • 11.6. Japan
  • 11.7. Malaysia
  • 11.8. Philippines
  • 11.9. Singapore
  • 11.10. South Korea
  • 11.11. Taiwan
  • 11.12. Thailand
  • 11.13. Vietnam

12. Europe, Middle East & Africa Artificial Intelligence in Supply Chain Market

  • 12.1. Introduction
  • 12.2. Denmark
  • 12.3. Egypt
  • 12.4. Finland
  • 12.5. France
  • 12.6. Germany
  • 12.7. Israel
  • 12.8. Italy
  • 12.9. Netherlands
  • 12.10. Nigeria
  • 12.11. Norway
  • 12.12. Poland
  • 12.13. Qatar
  • 12.14. Russia
  • 12.15. Saudi Arabia
  • 12.16. South Africa
  • 12.17. Spain
  • 12.18. Sweden
  • 12.19. Switzerland
  • 12.20. Turkey
  • 12.21. United Arab Emirates
  • 12.22. United Kingdom

13. Competitive Landscape

  • 13.1. FPNV Positioning Matrix
  • 13.2. Market Share Analysis, By Key Player
  • 13.3. Competitive Scenario Analysis, By Key Player

14. List of Company Mentioned

15. Appendix

  • 15.1. Discussion Guide
  • 15.2. License & Pricing