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市場調査レポート
商品コード
1385067
サプライチェーン向けデジタルツインの世界市場規模、シェア、産業動向分析レポート：企業規模別、コンポーネント別、展開モード別、業種別、地域別展望と予測、2023年～2030年Global Supply Chain Digital Twin Market Size, Share & Industry Trends Analysis Report By Enterprise Size, By Component, By Deployment Mode, By Vertical, By Regional Outlook and Forecast, 2023 - 2030 |
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| サプライチェーン向けデジタルツインの世界市場規模、シェア、産業動向分析レポート：企業規模別、コンポーネント別、展開モード別、業種別、地域別展望と予測、2023年～2030年 |
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出版日: 2023年10月31日
発行: KBV Research
ページ情報: 英文 299 Pages
納期: 即納可能
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- 全表示
- 概要
- 図表
- 目次
サプライチェーン向けデジタルツイン市場規模は2030年までに53億米ドルに達すると予測され、予測期間中のCAGRは11.5%の市場成長率で上昇する見込みです。
KBV Cardinalのマトリックスに掲載された分析によると、Oracle Corporationが同市場における主要な先駆者です。2022年4月、オラクル・コーポレーションは、エンジニアリング、科学、数学向けの高性能ソフトウェアツールの大手プロバイダーであるMaplesoftと提携しました。この提携は、オラクルのクラウド技術とMaplesoftのシミュレーション・ソフトウェアを統合し、顧客が運用データ上で物理ベースのモデルを用いて極めて汎用性の高いデジタルツインを大規模に作成できるようにすることを目的としています。Siemens AG（Siemens Digital Industries Software）、Schneider Electric SE（AVEVA Group PLC）、SAP SEなどの企業は、この市場における主要なイノベーターです。
市場成長要因
世界のサプライチェーンの複雑化
世界のサプライチェーンが拡大し、複雑化するにつれ、企業はサプライヤー、製造業者、流通業者、物流業者の膨大なネットワークを管理するという課題に直面しています。この複雑さが、サプライチェーンを明確かつリアルタイムに把握することを困難にしています。SCDTは、サプライチェーンの包括的かつ統一的なビューを提供し、利害関係者がすべてのプロセス側面をリアルタイムで監視できるようにします。さらに、複雑さはしばしばサプライチェーンオペレーションの非効率性につながります。多数の利害関係者やプロセスが関与するため、生産、在庫、輸送、流通の最適化は課題となります。SCDTは、企業が改善と最適化の機会を特定できる高度な分析とモデリング機能を提供します。これらの要因が、今後の市場拡大の原動力となるでしょう。
eコマースの急速な拡大
eコマースの急速な拡大により、サプライチェーンの複雑性が増しています。オンラインマーケットプレースの急増、商品の多様化、迅速な注文対応の必要性により、サプライチェーンはより複雑化しています。サプライチェーン・デジタルツインは、こうした複雑なサプライチェーンネットワークをダイナミックかつ詳細に表現し、企業が効率的に業務を管理・最適化することを可能にします。さらに、eコマースはデータ主導の意思決定に大きく依存しています。eコマース企業が十分な情報に基づいた意思決定を行えるよう、高度なデータ分析と可視化ツールを提供します。リアルタイムのデータを分析し、さまざまなシナリオをシミュレーションすることで、eコマース企業はサプライチェーン・オペレーションを最適化し、コストを削減し、全体的な効率を高めることができます。そのため、eコマースの成長がこれらのソリューションの需要を押し上げています。
市場抑制要因
複雑な導入プロセスによる課題
SCDTを導入するには、多くの場合、テクノロジー、ソフトウェア、ハードウェア、デジタルツイン開発の専門知識を持つ人材への多額の先行投資が必要となります。予算が限られている組織、特に中小企業にとっては、初期費用が高いことがSCDTの採用を躊躇させる要因となっています。SCDTの開発と統合には、専門的なデータ分析、IoT、ソフトウェア開発、サプライチェーン管理のスキルが要求されます。このようなスキルを持つ人材を確保するのは困難であり、コストも高くつきます。さらに、データの品質はSCDTの正確性と信頼性にとって極めて重要です。様々なソースからの一貫性のない、あるいは不正確なデータは、デジタルツインの有効性を損なう可能性があります。サプライチェーンエコシステム全体でデータ品質と標準化を確保することは、時間とリソースを必要とします。サプライチェーンエコシステムには、多くの場合、異なるソフトウェアプラットフォームやテクノロジーを使用する複数の利害関係者が関与しています。これらのシステムとSCDT間の相互運用性を確保することは課題です。そのため、連携に摩擦が生じ、SCDTの採用が遅れる可能性があります。このような要因は、市場の将来的な成長を阻害することになるでしょう。
企業規模の展望
企業規模に基づき、市場は大企業と中小企業に二分されます。2022年には、中小企業（SME）セグメントが市場で大きな収益シェアを獲得しました。中小企業は、大企業に比べて限られた予算で事業を行うことが多いです。デジタルツインテクノロジープロバイダーはこのことを認識しており、中小企業の予算制約に対応したコスト効率の高いソリューションを提供しています。このようなソリューションには通常、より低い初期費用、サブスクリプションベースの価格設定モデル、拡張性オプションが付属しており、中小企業にとってより利用しやすいものとなっています。中小企業は、ニッチで専門的なサプライチェーン要件を抱えていることが多いです。デジタルツインソリューションはカスタマイズが可能になってきており、中小企業は自社のニーズやプロセスに合わせてテクノロジーをカスタマイズすることができます。このような適応性により、SCDTは中小企業が直面する固有の課題に確実に対処することができます。このような要因から、このセグメントの需要は増加すると思われます。
コンポーネントの展望
コンポーネントに基づき、市場はハードウェア、ソフトウェア、サービスに区分されます。2022年には、ソフトウェア・セグメントが市場で大きな収益シェアを獲得しました。ソフトウェア・ソリューションは、企業がシナリオ分析とシミュレーションを実施することを可能にし、様々なサプライチェーンの決定、混乱、変化の影響を評価することを可能にします。この機能は、サプライチェーン戦略や資源配分の最適化に不可欠です。先進的なソフトウェア・ソリューションは、IoTセンサー、RFIDタグ、その他のソースからのリアルタイム・データをシームレスに統合し、サプライチェーン活動の包括的なビューを提供します。このリアルタイム統合により、意思決定と対応力が強化されます。サプライチェーンのデジタルツインソフトウェアに組み込まれたAIとMLアルゴリズムは、予測分析機能を提供します。これらのアルゴリズムは、需要を予測し、動向を特定し、在庫レベルを最適化し、コスト削減とサプライチェーンのパフォーマンス向上につながります。その結果、このセグメントは将来的に普及すると予想されます。
展開モードの展望
展開モードによって、市場はオンプレミスとクラウドに分けられます。2022年には、クラウドセグメントが市場で大きな収益シェアを占めています。クラウドベースのSCDTソリューションは、サプライチェーンの複雑化に合わせて容易に拡張できます。小規模な新興企業であれ、多国籍企業であれ、クラウドプラットフォームはそのニーズに適応できるため、さまざまな企業に適しています。クラウドベースのSCDTは、インターネット接続さえあればどこからでもアクセスできます。このアクセシビリティにより、サプライチェーンの利害関係者は、地理的に分散していても、リアルタイムのデータにアクセスし、シームレスにコラボレーションすることができます。このため、クラウドセグメントは今後数年間で需要が増加することが予想されます。
業種別展望
業種別では、製造、自動車、航空宇宙・防衛、小売、製薬、消費財、その他に分類されます。2022年には、製造業セグメントが市場で大きな収益シェアを占めています。SCDTは、過去のデータ、市場動向、リアルタイム情報を考慮することで、正確な需要予測を可能にします。これにより、生産計画を最適化し、顧客の需要に合わせることができます。SCDTは、原材料、機械、労働力などのリソースの可用性を可視化します。メーカーは、生産目標を効率的に達成するために資源配分を最適化することができます。そのため、製造業分野での需要増加が見込まれています。
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に区分されます。北米セグメントは2022年の市場で最も高い収益シェアを獲得しました。特に製造業、小売業、物流業など、世界最大かつ最も影響力のある企業の多くが北米に本社を置いています。これらの業界リーダーはSCDT技術をいち早く採用し、デジタルツイン実装の認知度を高め、業界標準を設定してきました。この地域には、国や国際的な境界にまたがる広範で複雑なサプライチェーンを持つ企業が存在します。こうした複雑なネットワークを管理するには、プロセスの最適化、可視性の向上、リスクの軽減を実現するSCDTのような高度なツールが必要です。これらの要因によって、北米セグメントの需要が高まると期待されています。
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
- 概要
- 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
- KBV Cardinal Matrix
- 最近の業界全体の戦略的展開
- パートナーシップ、コラボレーション、および契約
- 製品の発売と製品の拡大
- 買収と合併
- 市場シェア分析、2022年
- 主要成功戦略
- 主な戦略
- 主要な戦略的動き
- ポーターのファイブフォース分析
第5章 世界のサプライチェーン向けデジタルツイン市場：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6章 世界のサプライチェーン向けデジタルツイン市場：コンポーネント別
- 世界のハードウェア市場：地域別
- 世界のソフトウェア市場：地域別
- 世界のサービス市場：地域別
第7章 世界のサプライチェーン向けデジタルツイン市場：展開モード別
- 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8章 世界のサプライチェーン向けデジタルツイン市場：業種別
- 世界の自動車市場：地域別
- 世界の航空宇宙・防衛市場：地域別
- 世界の製造市場：地域別
- 世界の医薬品市場：地域別
- 世界の小売市場：地域別
- 世界の消費財市場：地域別
- 世界のその他の市場：地域別
第9章 世界のサプライチェーン向けデジタルツイン市場：地域別
- 北米
- 北米の市場：国別
- 米国
- カナダ
- メキシコ
- その他北米地域
- 北米の市場：国別
- 欧州
- 欧州の市場：国別
- ドイツ
- 英国
- フランス
- ロシア
- スペイン
- イタリア
- その他欧州地域
- 欧州の市場：国別
- アジア太平洋
- アジア太平洋の市場：国別
- 中国
- 日本
- インド
- 韓国
- シンガポール
- マレーシア
- その他アジア太平洋地域
- アジア太平洋の市場：国別
- ラテンアメリカ・中東・アフリカ
- ラテンアメリカ・中東・アフリカの市場：国別
- ブラジル
- アルゼンチン
- アラブ首長国連邦
- サウジアラビア
- 南アフリカ
- ナイジェリア
- その他ラテンアメリカ・中東・アフリカ地域
- ラテンアメリカ・中東・アフリカの市場：国別
第10章 企業プロファイル
- IBM Corporation
- Oracle Corporation
- SAP SE
- Dassault Systemes SE
- Kinaxis, Inc
- Schneider Electric SE（AVEVA Group PLC）
- Siemens AG（Siemens Digital Industries Software）
- AnyLogic North America, LLC（The AnyLogic Company）
- Simio LLC
- Logivations GmbH
第11章 市場の成功必須条件
LIST OF TABLES
- TABLE 1 Global Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 2 Global Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 3 Partnerships, Collaborations and Agreements- Supply Chain Digital Twin Market
- TABLE 4 Product Launches And Product Expansions- Supply Chain Digital Twin Market
- TABLE 5 Acquisition and Mergers- Supply Chain Digital Twin Market
- TABLE 6 Global Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 7 Global Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 8 Global Large Enterprises Market by Region, 2019 - 2022, USD Million
- TABLE 9 Global Large Enterprises Market by Region, 2023 - 2030, USD Million
- TABLE 10 Global Small & Medium Size Enterprises Market by Region, 2019 - 2022, USD Million
- TABLE 11 Global Small & Medium Size Enterprises Market by Region, 2023 - 2030, USD Million
- TABLE 12 Global Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 13 Global Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 14 Global Hardware Market by Region, 2019 - 2022, USD Million
- TABLE 15 Global Hardware Market by Region, 2023 - 2030, USD Million
- TABLE 16 Global Software Market by Region, 2019 - 2022, USD Million
- TABLE 17 Global Software Market by Region, 2023 - 2030, USD Million
- TABLE 18 Global Services Market by Region, 2019 - 2022, USD Million
- TABLE 19 Global Services Market by Region, 2023 - 2030, USD Million
- TABLE 20 Global Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 21 Global Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 22 Global On-premise Market by Region, 2019 - 2022, USD Million
- TABLE 23 Global On-premise Market by Region, 2023 - 2030, USD Million
- TABLE 24 Global Cloud Market by Region, 2019 - 2022, USD Million
- TABLE 25 Global Cloud Market by Region, 2023 - 2030, USD Million
- TABLE 26 Global Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 27 Global Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 28 Global Automotive Market by Region, 2019 - 2022, USD Million
- TABLE 29 Global Automotive Market by Region, 2023 - 2030, USD Million
- TABLE 30 Global Aerospace & Defense Market by Region, 2019 - 2022, USD Million
- TABLE 31 Global Aerospace & Defense Market by Region, 2023 - 2030, USD Million
- TABLE 32 Global Manufacturing Market by Region, 2019 - 2022, USD Million
- TABLE 33 Global Manufacturing Market by Region, 2023 - 2030, USD Million
- TABLE 34 Global Pharmaceuticals Market by Region, 2019 - 2022, USD Million
- TABLE 35 Global Pharmaceuticals Market by Region, 2023 - 2030, USD Million
- TABLE 36 Global Retail Market by Region, 2019 - 2022, USD Million
- TABLE 37 Global Retail Market by Region, 2023 - 2030, USD Million
- TABLE 38 Global Consumer Goods Market by Region, 2019 - 2022, USD Million
- TABLE 39 Global Consumer Goods Market by Region, 2023 - 2030, USD Million
- TABLE 40 Global Others Market by Region, 2019 - 2022, USD Million
- TABLE 41 Global Others Market by Region, 2023 - 2030, USD Million
- TABLE 42 Global Supply Chain Digital Twin Market by Region, 2019 - 2022, USD Million
- TABLE 43 Global Supply Chain Digital Twin Market by Region, 2023 - 2030, USD Million
- TABLE 44 North America Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 45 North America Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 46 North America Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 47 North America Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 48 North America Large Enterprises Market by Region, 2019 - 2022, USD Million
- TABLE 49 North America Large Enterprises Market by Region, 2023 - 2030, USD Million
- TABLE 50 North America Small & Medium Size Enterprises Market by Region, 2019 - 2022, USD Million
- TABLE 51 North America Small & Medium Size Enterprises Market by Region, 2023 - 2030, USD Million
- TABLE 52 North America Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 53 North America Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 54 North America Hardware Market by Country, 2019 - 2022, USD Million
- TABLE 55 North America Hardware Market by Country, 2023 - 2030, USD Million
- TABLE 56 North America Software Market by Country, 2019 - 2022, USD Million
- TABLE 57 North America Software Market by Country, 2023 - 2030, USD Million
- TABLE 58 North America Services Market by Country, 2019 - 2022, USD Million
- TABLE 59 North America Services Market by Country, 2023 - 2030, USD Million
- TABLE 60 North America Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 61 North America Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 62 North America On-premise Market by Country, 2019 - 2022, USD Million
- TABLE 63 North America On-premise Market by Country, 2023 - 2030, USD Million
- TABLE 64 North America Cloud Market by Country, 2019 - 2022, USD Million
- TABLE 65 North America Cloud Market by Country, 2023 - 2030, USD Million
- TABLE 66 North America Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 67 North America Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 68 North America Automotive Market by Country, 2019 - 2022, USD Million
- TABLE 69 North America Automotive Market by Country, 2023 - 2030, USD Million
- TABLE 70 North America Aerospace & Defense Market by Country, 2019 - 2022, USD Million
- TABLE 71 North America Aerospace & Defense Market by Country, 2023 - 2030, USD Million
- TABLE 72 North America Manufacturing Market by Country, 2019 - 2022, USD Million
- TABLE 73 North America Manufacturing Market by Country, 2023 - 2030, USD Million
- TABLE 74 North America Pharmaceuticals Market by Country, 2019 - 2022, USD Million
- TABLE 75 North America Pharmaceuticals Market by Country, 2023 - 2030, USD Million
- TABLE 76 North America Retail Market by Country, 2019 - 2022, USD Million
- TABLE 77 North America Retail Market by Country, 2023 - 2030, USD Million
- TABLE 78 North America Consumer Goods Market by Country, 2019 - 2022, USD Million
- TABLE 79 North America Consumer Goods Market by Country, 2023 - 2030, USD Million
- TABLE 80 North America Others Market by Country, 2019 - 2022, USD Million
- TABLE 81 North America Others Market by Country, 2023 - 2030, USD Million
- TABLE 82 North America Supply Chain Digital Twin Market by Country, 2019 - 2022, USD Million
- TABLE 83 North America Supply Chain Digital Twin Market by Country, 2023 - 2030, USD Million
- TABLE 84 US Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 85 US Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 86 US Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 87 US Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 88 US Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 89 US Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 90 US Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 91 US Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 92 US Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 93 US Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 94 Canada Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 95 Canada Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 96 Canada Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 97 Canada Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 98 Canada Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 99 Canada Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 100 Canada Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 101 Canada Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 102 Canada Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 103 Canada Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 104 Mexico Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 105 Mexico Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 106 Mexico Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 107 Mexico Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 108 Mexico Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 109 Mexico Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 110 Mexico Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 111 Mexico Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 112 Mexico Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 113 Mexico Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 114 Rest of North America Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 115 Rest of North America Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 116 Rest of North America Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 117 Rest of North America Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 118 Rest of North America Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 119 Rest of North America Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 120 Rest of North America Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 121 Rest of North America Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 122 Rest of North America Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 123 Rest of North America Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 124 Europe Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 125 Europe Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 126 Europe Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 127 Europe Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 128 Europe Large Enterprises Market by Country, 2019 - 2022, USD Million
- TABLE 129 Europe Large Enterprises Market by Country, 2023 - 2030, USD Million
- TABLE 130 Europe Small & Medium Size Enterprises Market by Country, 2019 - 2022, USD Million
- TABLE 131 Europe Small & Medium Size Enterprises Market by Country, 2023 - 2030, USD Million
- TABLE 132 Europe Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 133 Europe Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 134 Europe Hardware Market by Country, 2019 - 2022, USD Million
- TABLE 135 Europe Hardware Market by Country, 2023 - 2030, USD Million
- TABLE 136 Europe Software Market by Country, 2019 - 2022, USD Million
- TABLE 137 Europe Software Market by Country, 2023 - 2030, USD Million
- TABLE 138 Europe Services Market by Country, 2019 - 2022, USD Million
- TABLE 139 Europe Services Market by Country, 2023 - 2030, USD Million
- TABLE 140 Europe Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 141 Europe Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 142 Europe On-premise Market by Country, 2019 - 2022, USD Million
- TABLE 143 Europe On-premise Market by Country, 2023 - 2030, USD Million
- TABLE 144 Europe Cloud Market by Country, 2019 - 2022, USD Million
- TABLE 145 Europe Cloud Market by Country, 2023 - 2030, USD Million
- TABLE 146 Europe Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 147 Europe Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 148 Europe Automotive Market by Country, 2019 - 2022, USD Million
- TABLE 149 Europe Automotive Market by Country, 2023 - 2030, USD Million
- TABLE 150 Europe Aerospace & Defense Market by Country, 2019 - 2022, USD Million
- TABLE 151 Europe Aerospace & Defense Market by Country, 2023 - 2030, USD Million
- TABLE 152 Europe Manufacturing Market by Country, 2019 - 2022, USD Million
- TABLE 153 Europe Manufacturing Market by Country, 2023 - 2030, USD Million
- TABLE 154 Europe Pharmaceuticals Market by Country, 2019 - 2022, USD Million
- TABLE 155 Europe Pharmaceuticals Market by Country, 2023 - 2030, USD Million
- TABLE 156 Europe Retail Market by Country, 2019 - 2022, USD Million
- TABLE 157 Europe Retail Market by Country, 2023 - 2030, USD Million
- TABLE 158 Europe Consumer Goods Market by Country, 2019 - 2022, USD Million
- TABLE 159 Europe Consumer Goods Market by Country, 2023 - 2030, USD Million
- TABLE 160 Europe Others Market by Country, 2019 - 2022, USD Million
- TABLE 161 Europe Others Market by Country, 2023 - 2030, USD Million
- TABLE 162 Europe Supply Chain Digital Twin Market by Country, 2019 - 2022, USD Million
- TABLE 163 Europe Supply Chain Digital Twin Market by Country, 2023 - 2030, USD Million
- TABLE 164 Germany Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 165 Germany Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 166 Germany Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 167 Germany Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 168 Germany Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 169 Germany Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 170 Germany Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 171 Germany Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 172 Germany Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 173 Germany Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 174 UK Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 175 UK Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 176 UK Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 177 UK Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 178 UK Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 179 UK Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 180 UK Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 181 UK Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 182 UK Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 183 UK Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 184 France Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 185 France Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 186 France Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 187 France Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 188 France Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 189 France Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 190 France Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 191 France Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 192 France Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 193 France Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 194 Russia Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 195 Russia Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 196 Russia Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 197 Russia Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 198 Russia Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 199 Russia Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 200 Russia Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 201 Russia Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 202 Russia Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 203 Russia Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 204 Spain Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 205 Spain Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 206 Spain Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 207 Spain Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 208 Spain Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 209 Spain Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 210 Spain Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 211 Spain Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 212 Spain Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 213 Spain Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 214 Italy Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 215 Italy Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 216 Italy Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 217 Italy Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 218 Italy Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 219 Italy Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 220 Italy Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 221 Italy Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 222 Italy Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 223 Italy Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 224 Rest of Europe Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 225 Rest of Europe Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 226 Rest of Europe Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 227 Rest of Europe Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 228 Rest of Europe Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 229 Rest of Europe Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 230 Rest of Europe Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 231 Rest of Europe Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 232 Rest of Europe Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 233 Rest of Europe Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 234 Asia Pacific Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 235 Asia Pacific Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 236 Asia Pacific Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 237 Asia Pacific Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 238 Asia Pacific Large Enterprises Market by Country, 2019 - 2022, USD Million
- TABLE 239 Asia Pacific Large Enterprises Market by Country, 2023 - 2030, USD Million
- TABLE 240 Asia Pacific Small & Medium Size Enterprises Market by Country, 2019 - 2022, USD Million
- TABLE 241 Asia Pacific Small & Medium Size Enterprises Market by Country, 2023 - 2030, USD Million
- TABLE 242 Asia Pacific Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 243 Asia Pacific Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 244 Asia Pacific Hardware Market by Country, 2019 - 2022, USD Million
- TABLE 245 Asia Pacific Hardware Market by Country, 2023 - 2030, USD Million
- TABLE 246 Asia Pacific Software Market by Country, 2019 - 2022, USD Million
- TABLE 247 Asia Pacific Software Market by Country, 2023 - 2030, USD Million
- TABLE 248 Asia Pacific Services Market by Country, 2019 - 2022, USD Million
- TABLE 249 Asia Pacific Services Market by Country, 2023 - 2030, USD Million
- TABLE 250 Asia Pacific Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 251 Asia Pacific Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 252 Asia Pacific On-premise Market by Country, 2019 - 2022, USD Million
- TABLE 253 Asia Pacific On-premise Market by Country, 2023 - 2030, USD Million
- TABLE 254 Asia Pacific Cloud Market by Country, 2019 - 2022, USD Million
- TABLE 255 Asia Pacific Cloud Market by Country, 2023 - 2030, USD Million
- TABLE 256 Asia Pacific Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 257 Asia Pacific Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 258 Asia Pacific Automotive Market by Country, 2019 - 2022, USD Million
- TABLE 259 Asia Pacific Automotive Market by Country, 2023 - 2030, USD Million
- TABLE 260 Asia Pacific Aerospace & Defense Market by Country, 2019 - 2022, USD Million
- TABLE 261 Asia Pacific Aerospace & Defense Market by Country, 2023 - 2030, USD Million
- TABLE 262 Asia Pacific Manufacturing Market by Country, 2019 - 2022, USD Million
- TABLE 263 Asia Pacific Manufacturing Market by Country, 2023 - 2030, USD Million
- TABLE 264 Asia Pacific Pharmaceuticals Market by Country, 2019 - 2022, USD Million
- TABLE 265 Asia Pacific Pharmaceuticals Market by Country, 2023 - 2030, USD Million
- TABLE 266 Asia Pacific Retail Market by Country, 2019 - 2022, USD Million
- TABLE 267 Asia Pacific Retail Market by Country, 2023 - 2030, USD Million
- TABLE 268 Asia Pacific Consumer Goods Market by Country, 2019 - 2022, USD Million
- TABLE 269 Asia Pacific Consumer Goods Market by Country, 2023 - 2030, USD Million
- TABLE 270 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
- TABLE 271 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
- TABLE 272 Asia Pacific Supply Chain Digital Twin Market by Country, 2019 - 2022, USD Million
- TABLE 273 Asia Pacific Supply Chain Digital Twin Market by Country, 2023 - 2030, USD Million
- TABLE 274 China Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 275 China Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 276 China Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 277 China Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 278 China Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 279 China Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 280 China Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 281 China Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 282 China Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 283 China Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 284 Japan Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 285 Japan Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 286 Japan Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 287 Japan Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 288 Japan Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 289 Japan Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 290 Japan Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 291 Japan Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 292 Japan Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 293 Japan Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 294 India Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 295 India Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 296 India Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 297 India Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 298 India Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 299 India Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 300 India Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 301 India Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 302 India Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 303 India Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 304 South Korea Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 305 South Korea Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 306 South Korea Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 307 South Korea Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 308 South Korea Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 309 South Korea Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 310 South Korea Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 311 South Korea Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 312 South Korea Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 313 South Korea Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
- TABLE 314 Singapore Supply Chain Digital Twin Market, 2019 - 2022, USD Million
- TABLE 315 Singapore Supply Chain Digital Twin Market, 2023 - 2030, USD Million
- TABLE 316 Singapore Supply Chain Digital Twin Market by Enterprise Size, 2019 - 2022, USD Million
- TABLE 317 Singapore Supply Chain Digital Twin Market by Enterprise Size, 2023 - 2030, USD Million
- TABLE 318 Singapore Supply Chain Digital Twin Market by Component, 2019 - 2022, USD Million
- TABLE 319 Singapore Supply Chain Digital Twin Market by Component, 2023 - 2030, USD Million
- TABLE 320 Singapore Supply Chain Digital Twin Market by Deployment Mode, 2019 - 2022, USD Million
- TABLE 321 Singapore Supply Chain Digital Twin Market by Deployment Mode, 2023 - 2030, USD Million
- TABLE 322 Singapore Supply Chain Digital Twin Market by Vertical, 2019 - 2022, USD Million
- TABLE 323 Singapore Supply Chain Digital Twin Market by Vertical, 2023 - 2030, USD Million
The Global Supply Chain Digital Twin Market size is expected to reach $5.3 billion by 2030, rising at a market growth of 11.5% CAGR during the forecast period.
Services are a vital component in the market, offering expertise in implementation, integration, and ongoing support. Thus, the Services segment would achieve a $1.2 billion market share by 2030. Service providers assist businesses in customizing digital twin solutions to their unique supply chain needs. They offer consulting, training, and maintenance services, ensuring seamless adoption and maximizing the benefits of digital twin technology. These services also encompass data analysis, helping companies derive actionable insights from digital twin models. Service providers play a crucial role in troubleshooting, updates, and scaling digital twin applications, enabling businesses to adapt to changing market dynamics efficiently. Their expertise ensures that organizations harness the full potential of Supply Chain Digital Twins, optimizing operations and enhancing overall supply chain efficiency.
The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For Instance, in February, 2021, IBM joined hands with Siemens and Red Hat. This collaboration aims to utilize a hybrid cloud designed to provide a flexible, open and safe solution for manufacturers & plant operators to lead the real-time value from operational data. Moreover, In February, 2019, Dassault Systemes SE came into partnership with ABB Ltd., a Swedish Swiss multinational corporation. Under this partnership, both companies aimed to develop and offer customers advanced digital twins, allowing customers to run ABB's solutions and their operations with improved overall efficiency, flexibility, and sustainability.
Based on the Analysis presented in the KBV Cardinal matrix; Oracle Corporation is the major forerunner in the Market. In April, 2022, Oracle Corporation partnered with Maplesoft, the leading provider of high-performance software tools for engineering, science, and mathematics. This partnership aimed to integrate Oracle's cloud technology and Maplesoft's simulation software for customers to create extremely versatile digital twins at scale with physics-based models on operational data. Companies such as Siemens AG (Siemens Digital Industries Software), Schneider Electric SE (AVEVA Group PLC) and SAP SE are some of the key innovators in the Market.
Market Growth Factors
Rising complexities in the global supply chain
As global supply chains expand and become more intricate, companies face the challenge of managing a vast network of suppliers, manufacturers, distributors, and logistics providers. This complexity makes having a clear and real-time view of the supply chain difficult. SCDTs offer a comprehensive and unified view of the supply chain, allowing stakeholders to monitor all process aspects in real-time. Additionally, complexity often leads to inefficiencies in supply chain operations. With numerous stakeholders and processes involved, optimizing production, inventory, transportation, and distribution becomes challenging. SCDTs provide advanced analytics and modeling capabilities that allow companies to identify opportunities for improvement and optimization. These factors will drive the future expansion of the market.
Rapid expansion of e-commerce
E-commerce's rapid rise has led to an increase in supply chain complexity. With the proliferation of online marketplaces, the diversity of products, and the need for rapid order fulfillment, supply chains have become more intricate. Supply chain digital twins provide a dynamic and detailed representation of these complex supply chain networks, enabling organizations to manage and optimize their operations efficiently. In addition, e-commerce relies heavily on data-driven decision-making. It provides advanced data analytics and visualization tools that empower e-commerce companies to make informed decisions. By analyzing real-time data and simulating different scenarios, e-commerce businesses can optimize their supply chain operations, reduce costs, and enhance overall efficiency. Therefore, the growth of e-commerce has driven the demand for these solutions.
Market Restraining Factors
Challenges due to complex implementation processes
Implementing an SCDT often requires a significant upfront investment in technology, software, hardware, and personnel with expertise in digital twin development. For organizations with limited budgets, especially smaller businesses, the high initial costs can deter them from adopting SCDTs. Developing and integrating an SCDT demands specialized data analytics, IoT, software development, and supply chain management skills. Talent with these skills can be hard to come by and expensive to keep. Moreover, data quality is critical for the accuracy and reliability of an SCDT. Inconsistent or inaccurate data from various sources can compromise the effectiveness of the digital twin. Ensuring data quality and standardization across the supply chain ecosystem can be time-consuming and resource-intensive. The supply chain ecosystem often involves multiple stakeholders who use different software platforms and technologies. Ensuring interoperability between these systems and the SCDT can be a challenge. This can create friction in collaborations and slow down the adoption of SCDTs. These factors will impede the future growth of the market.
Enterprise Size Outlook
Based on enterprise size, the market is bifurcated into large enterprises and small & medium size enterprises (SMEs). In 2022, the small & medium size enterprises (SMEs) segment garnered a significant revenue share in the market. SMEs often operate with limited budgets compared to larger corporations. Digital twin technology providers have recognized this and are offering cost-effective solutions catering to SMEs' budget constraints. These solutions typically come with lower upfront costs, subscription-based pricing models, and scalability options, making them more accessible to smaller businesses. SMEs often have niche or specialized supply chain requirements. Digital twin solutions are becoming more customizable, allowing SMEs to tailor the technology to their needs and processes. This adaptability ensures that SCDTs can address the unique challenges smaller enterprises face. Owing to these factors, there will be an increased demand in the segment.
Component Outlook
Based on component, the market is segmented into hardware, software, and services. In 2022, the software segment garnered a significant revenue share in the market. Software solutions enable companies to conduct scenario analysis and simulations, allowing them to assess the impact of various supply chain decisions, disruptions, or changes. This capability is crucial for optimizing supply chain strategies and resource allocation. Advanced software solutions seamlessly integrate real-time data from IoT sensors, RFID tags, and other sources, providing a comprehensive view of supply chain activities. This real-time integration enhances decision-making and responsiveness. AI and ML algorithms embedded in supply chain digital twin software offer predictive analytics capabilities. These algorithms can forecast demand, identify trends, and optimize inventory levels, leading to reduced costs and improved supply chain performance. As a result, the segment is expected to proliferate in the future.
Deployment Mode Outlook
On the basis of deployment mode, the market is divided into on-promise and cloud. In 2022, the cloud segment witnessed a substantial revenue share in the market. Cloud-based SCDT solutions can easily scale to accommodate the growing complexities of supply chains. Whether a business is a small startup or a multinational corporation, cloud platforms can adapt to their needs, making them suitable for various companies. Cloud-based SCDTs are accessible from anywhere with an internet connection. This accessibility enables supply chain stakeholders to access real-time data and collaborate seamlessly, even when geographically dispersed. Owing to this, the cloud segment will witness an increased demand in the coming years.
Vertical Outlook
On the basis of vertical, the market is divided into manufacturing, automotive, aerospace & defense, retail, pharmaceuticals, consumer goods, and others. In 2022, the manufacturing segment witnessed a substantial revenue share in the market. SCDTs enable manufacturers to create accurate demand forecasts by considering historical data, market trends, and real-time information. This, in turn, helps optimize production planning and align it with customer demand. SCDTs provide visibility into the availability of resources, including raw materials, machinery, and labor. Manufacturers can optimize resource allocation to meet production targets efficiently. Therefore, the demand is expected to rise in the manufacturing segment.
Regional Outlook
By region, the market is segmented into North America, Europe, Asia Pacific, and LAMEA. The North America segment procured the highest revenue share in the market in 2022. Many of the world's largest and most influential companies, particularly in manufacturing, retail, and logistics, are headquartered in North America. These industry leaders have been early adopters of SCDT technology, driving awareness and setting industry standards for digital twin implementations. The region is home to companies with extensive and complex supply chains that span national and international boundaries. Managing these intricate networks requires advanced tools like SCDTs to optimize processes, enhance visibility, and mitigate risks. These factors are expected to boost the demand in the North America segment.
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include IBM Corporation, Oracle Corporation, SAP SE, Dassault Systemes SE, Kinaxis, Inc., Schneider Electric SE (AVEVA Group PLC), Siemens AG (Siemens Digital Industries Software), AnyLogic North America, LLC (The AnyLogic Company), Simio LLC and Logivations GmbH
Supply Chain Digital Twin Market Report Coverage:
Report Attribute Details
Market size value in 2022 USD 2.3 Billion
Market size forecast in 2030 USD 5.3 Billion
Base Year 2022
Historical period 2019 to 2021
Forecast Period 2023 to 2030
Revenue Growth Rate CAGR of 11.5% from 2023 to 2030
Number of Pages 299
Tables 463
Report coverage Market Trends, Revenue Estimation and Forecast, Segmentation Analysis, Regional and Country Breakdown, Market Share Analysis, Competitive Landscape, Companies Strategic Developments, Company Profiling
Segments covered Component, Deployment Mode, Enterprise Size, Vertical, Region
Country scope US, Canada, Mexico, Germany, UK, France, Russia, Spain, Italy, China, Japan, India, South Korea, Singapore, Malaysia, Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria
Growth Drivers * Rising complexities in the global supply chain
* Rapid expansion of e-commerce
Restraints * Challenges due to complex implementation processes
Recent Strategies Deployed in Supply Chain Digital Twin Market
Partnerships, Collaborations & Agreements
May-2023: SAP SE collaborated with Accenture plc, an Irish-American professional services company. This collaboration aimed to provide customers with increased transparency and visibility across assets and inventory, as well as faster value realization with SAP Business Network.
Apr-2022: Oracle Corporation partnered with Maplesoft, the leading provider of high-performance software tools for engineering, science, and mathematics. This partnership aimed to integrate Oracle's cloud technology and Maplesoft's simulation software for customers to create extremely versatile digital twins at scale with physics-based models on operational data.
Feb-2021: IBM joined hands with Siemens and Red Hat. This collaboration aims to utilize a hybrid cloud designed to provide a flexible, open and safe solution for manufacturers & plant operators to lead the real-time value from operational data. In this joint initiative, Siemens Digital Industries Software would implement IBM's open hybrid cloud approach, based on Red Hat OpenShift, to expand the implementation flexibility of MindSphere, the industrial IoT as a service solution by Siemens.
Jan-2021: Siemens partnered with Ola, an Indian multinational ride-sharing company. In this partnership, Ola would get access to Siemens' integrated Digital Twin design and manufacturing solutions to get digitalize and authenticate product & production prior to actual operations.
Nov-2020: Siemens signed an agreement to acquire Culgi, a computational chemistry software company. This acquisition will expand the simulation capabilities of the Xcelerator portfolio with quantum & molecular chemistry models, which effortlessly integrate with the continuum approach in Simcenter STAR-CCM+ software.
Sep-2020: Siemens Digital Industries Software came into partnership with VSI Labs, a researcher of active safety and autonomous vehicle (AV) technologies. Under this partnership, Siemens' PAVE360 platform would help in developing digital twin simulations for the authentication & testing of every processors, sensor, electronics, and systems empowering the VSI Labs Capability Demonstrator that is an improved AV development vehicle embedded with components from automotive technology leaders and combined by VSI solutions engineers.
Jul-2020: AVEVA, a subsidiary of Schneider Electric SE partnered with DORIS Group, a global Engineering and Project Management company in the energy industry. This partnership aimed to deliver Digital Twin technology for the upstream oil and gas markets. Additionally, the new solutions would support the aims of oil & gas organizations to improve asset performance, increase sustainability, and maximize return on capital on projects.
Jul-2020: Siemens formed a partnership with SAP, a German multinational software corporation. This partnership focuses on integrating their complementary software solutions for supply chain, product lifecycle, and asset management to boost the digital transformation for their customers.
May-2020: Siemens collaborated with Atos, a global leader in digital transformation. This collaboration aims to enhance production with an advanced solution based on a digital copy of the pharma production process. This advanced Process Digital Twin for pharma manufacturing powered by AI, IoT, and Advanced Analytics, which is developed to offer enhanced efficiency & flexibility in the manufacturing of pharmaceutical products.
Mergers & Acquisition
Feb-2020: Siemens Digital Industries Software took over MultiMechanics, developer of finite element software. This acquisition aimed to expand the Simcenter and Xcelerator portfolio of Siemens and Users would get the benefit from a solution that can virtually forecast the failure in materials at an unprecedented level of speed & accuracy.
Product Launches and Product Expansions
May-2022: Schneider Electric SE unveiled EcoStruxure Machine Expert Twin, a scalable digital twin software solution. The launched product would manage the entire machine lifecycle.
Scope of the Study
Market Segments covered in the Report:
By Enterprise Size
- Large Enterprises
- Small & Medium Size Enterprises
By Component
- Hardware
- Software
- Services
By Deployment Mode
- On-premise
- Cloud
By Vertical
- Automotive
- Aerospace & Defense
- Manufacturing
- Pharmaceuticals
- Retail
- Consumer Goods
- 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
- IBM Corporation
- Oracle Corporation
- SAP SE
- Dassault Systemes SE
- Kinaxis, Inc.
- Schneider Electric SE (AVEVA Group PLC)
- Siemens AG (Siemens Digital Industries Software)
- AnyLogic North America, LLC (The AnyLogic Company)
- Simio LLC
- Logivations GmbH
Unique Offerings from KBV Research
- Exhaustive coverage
- Highest number of market tables and figures
- Subscription based model available
- Guaranteed best price
- Assured post sales research support with 10% customization free
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 Supply Chain Digital Twin Market, by Enterprise Size
- 1.4.2 Global Supply Chain Digital Twin Market, by Component
- 1.4.3 Global Supply Chain Digital Twin Market, by Deployment Mode
- 1.4.4 Global Supply Chain Digital Twin Market, by Vertical
- 1.4.5 Global Supply Chain Digital Twin 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
- 3.1.1 Overview
- 3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints
Chapter 4. Competition Analysis - Global
- 4.1 KBV Cardinal Matrix
- 4.2 Recent Industry Wide Strategic Developments
- 4.2.1 Partnerships, Collaborations and Agreements
- 4.2.2 Product Launches and Product Expansions
- 4.2.3 Acquisition and Mergers
- 4.3 Market Share Analysis, 2022
- 4.4 Top Winning Strategies
- 4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
- 4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2019, Feb - 2023, May) Leading Players
- 4.5 Porter's Five Force Analysis
Chapter 5. Global Supply Chain Digital Twin Market by Enterprise Size
- 5.1 Global Large Enterprises Market by Region
- 5.2 Global Small & Medium Size Enterprises Market by Region
Chapter 6. Global Supply Chain Digital Twin Market by Component
- 6.1 Global Hardware Market by Region
- 6.2 Global Software Market by Region
- 6.3 Global Services Market by Region
Chapter 7. Global Supply Chain Digital Twin Market by Deployment Mode
- 7.1 Global On-premise Market by Region
- 7.2 Global Cloud Market by Region
Chapter 8. Global Supply Chain Digital Twin Market by Vertical
- 8.1 Global Automotive Market by Region
- 8.2 Global Aerospace & Defense Market by Region
- 8.3 Global Manufacturing Market by Region
- 8.4 Global Pharmaceuticals Market by Region
- 8.5 Global Retail Market by Region
- 8.6 Global Consumer Goods Market by Region
- 8.7 Global Others Market by Region
Chapter 9. Global Supply Chain Digital Twin Market by Region
- 9.1 North America Supply Chain Digital Twin Market
- 9.1.1 North America Supply Chain Digital Twin Market by Enterprise Size
- 9.1.1.1 North America Large Enterprises Market by Region
- 9.1.1.2 North America Small & Medium Size Enterprises Market by Region
- 9.1.2 North America Supply Chain Digital Twin Market by Component
- 9.1.2.1 North America Hardware Market by Country
- 9.1.2.2 North America Software Market by Country
- 9.1.2.3 North America Services Market by Country
- 9.1.3 North America Supply Chain Digital Twin Market by Deployment Mode
- 9.1.3.1 North America On-premise Market by Country
- 9.1.3.2 North America Cloud Market by Country
- 9.1.4 North America Supply Chain Digital Twin Market by Vertical
- 9.1.4.1 North America Automotive Market by Country
- 9.1.4.2 North America Aerospace & Defense Market by Country
- 9.1.4.3 North America Manufacturing Market by Country
- 9.1.4.4 North America Pharmaceuticals Market by Country
- 9.1.4.5 North America Retail Market by Country
- 9.1.4.6 North America Consumer Goods Market by Country
- 9.1.4.7 North America Others Market by Country
- 9.1.5 North America Supply Chain Digital Twin Market by Country
- 9.1.5.1 US Supply Chain Digital Twin Market
- 9.1.5.1.1 US Supply Chain Digital Twin Market by Enterprise Size
- 9.1.5.1.2 US Supply Chain Digital Twin Market by Component
- 9.1.5.1.3 US Supply Chain Digital Twin Market by Deployment Mode
- 9.1.5.1.4 US Supply Chain Digital Twin Market by Vertical
- 9.1.5.2 Canada Supply Chain Digital Twin Market
- 9.1.5.2.1 Canada Supply Chain Digital Twin Market by Enterprise Size
- 9.1.5.2.2 Canada Supply Chain Digital Twin Market by Component
- 9.1.5.2.3 Canada Supply Chain Digital Twin Market by Deployment Mode
- 9.1.5.2.4 Canada Supply Chain Digital Twin Market by Vertical
- 9.1.5.3 Mexico Supply Chain Digital Twin Market
- 9.1.5.3.1 Mexico Supply Chain Digital Twin Market by Enterprise Size
- 9.1.5.3.2 Mexico Supply Chain Digital Twin Market by Component
- 9.1.5.3.3 Mexico Supply Chain Digital Twin Market by Deployment Mode
- 9.1.5.3.4 Mexico Supply Chain Digital Twin Market by Vertical
- 9.1.5.4 Rest of North America Supply Chain Digital Twin Market
- 9.1.5.4.1 Rest of North America Supply Chain Digital Twin Market by Enterprise Size
- 9.1.5.4.2 Rest of North America Supply Chain Digital Twin Market by Component
- 9.1.5.4.3 Rest of North America Supply Chain Digital Twin Market by Deployment Mode
- 9.1.5.4.4 Rest of North America Supply Chain Digital Twin Market by Vertical
- 9.1.5.1 US Supply Chain Digital Twin Market
- 9.1.1 North America Supply Chain Digital Twin Market by Enterprise Size
- 9.2 Europe Supply Chain Digital Twin Market
- 9.2.1 Europe Supply Chain Digital Twin Market by Enterprise Size
- 9.2.1.1 Europe Large Enterprises Market by Country
- 9.2.1.2 Europe Small & Medium Size Enterprises Market by Country
- 9.2.2 Europe Supply Chain Digital Twin Market by Component
- 9.2.2.1 Europe Hardware Market by Country
- 9.2.2.2 Europe Software Market by Country
- 9.2.2.3 Europe Services Market by Country
- 9.2.3 Europe Supply Chain Digital Twin Market by Deployment Mode
- 9.2.3.1 Europe On-premise Market by Country
- 9.2.3.2 Europe Cloud Market by Country
- 9.2.4 Europe Supply Chain Digital Twin Market by Vertical
- 9.2.4.1 Europe Automotive Market by Country
- 9.2.4.2 Europe Aerospace & Defense Market by Country
- 9.2.4.3 Europe Manufacturing Market by Country
- 9.2.4.4 Europe Pharmaceuticals Market by Country
- 9.2.4.5 Europe Retail Market by Country
- 9.2.4.6 Europe Consumer Goods Market by Country
- 9.2.4.7 Europe Others Market by Country
- 9.2.5 Europe Supply Chain Digital Twin Market by Country
- 9.2.5.1 Germany Supply Chain Digital Twin Market
- 9.2.5.1.1 Germany Supply Chain Digital Twin Market by Enterprise Size
- 9.2.5.1.2 Germany Supply Chain Digital Twin Market by Component
- 9.2.5.1.3 Germany Supply Chain Digital Twin Market by Deployment Mode
- 9.2.5.1.4 Germany Supply Chain Digital Twin Market by Vertical
- 9.2.5.2 UK Supply Chain Digital Twin Market
- 9.2.5.2.1 UK Supply Chain Digital Twin Market by Enterprise Size
- 9.2.5.2.2 UK Supply Chain Digital Twin Market by Component
- 9.2.5.2.3 UK Supply Chain Digital Twin Market by Deployment Mode
- 9.2.5.2.4 UK Supply Chain Digital Twin Market by Vertical
- 9.2.5.3 France Supply Chain Digital Twin Market
- 9.2.5.3.1 France Supply Chain Digital Twin Market by Enterprise Size
- 9.2.5.3.2 France Supply Chain Digital Twin Market by Component
- 9.2.5.3.3 France Supply Chain Digital Twin Market by Deployment Mode
- 9.2.5.3.4 France Supply Chain Digital Twin Market by Vertical
- 9.2.5.4 Russia Supply Chain Digital Twin Market
- 9.2.5.4.1 Russia Supply Chain Digital Twin Market by Enterprise Size
- 9.2.5.4.2 Russia Supply Chain Digital Twin Market by Component
- 9.2.5.4.3 Russia Supply Chain Digital Twin Market by Deployment Mode
- 9.2.5.4.4 Russia Supply Chain Digital Twin Market by Vertical
- 9.2.5.5 Spain Supply Chain Digital Twin Market
- 9.2.5.5.1 Spain Supply Chain Digital Twin Market by Enterprise Size
- 9.2.5.5.2 Spain Supply Chain Digital Twin Market by Component
- 9.2.5.5.3 Spain Supply Chain Digital Twin Market by Deployment Mode
- 9.2.5.5.4 Spain Supply Chain Digital Twin Market by Vertical
- 9.2.5.6 Italy Supply Chain Digital Twin Market
- 9.2.5.6.1 Italy Supply Chain Digital Twin Market by Enterprise Size
- 9.2.5.6.2 Italy Supply Chain Digital Twin Market by Component
- 9.2.5.6.3 Italy Supply Chain Digital Twin Market by Deployment Mode
- 9.2.5.6.4 Italy Supply Chain Digital Twin Market by Vertical
- 9.2.5.7 Rest of Europe Supply Chain Digital Twin Market
- 9.2.5.7.1 Rest of Europe Supply Chain Digital Twin Market by Enterprise Size
- 9.2.5.7.2 Rest of Europe Supply Chain Digital Twin Market by Component
- 9.2.5.7.3 Rest of Europe Supply Chain Digital Twin Market by Deployment Mode
- 9.2.5.7.4 Rest of Europe Supply Chain Digital Twin Market by Vertical
- 9.2.5.1 Germany Supply Chain Digital Twin Market
- 9.2.1 Europe Supply Chain Digital Twin Market by Enterprise Size
- 9.3 Asia Pacific Supply Chain Digital Twin Market
- 9.3.1 Asia Pacific Supply Chain Digital Twin Market by Enterprise Size
- 9.3.1.1 Asia Pacific Large Enterprises Market by Country
- 9.3.1.2 Asia Pacific Small & Medium Size Enterprises Market by Country
- 9.3.2 Asia Pacific Supply Chain Digital Twin Market by Component
- 9.3.2.1 Asia Pacific Hardware Market by Country
- 9.3.2.2 Asia Pacific Software Market by Country
- 9.3.2.3 Asia Pacific Services Market by Country
- 9.3.3 Asia Pacific Supply Chain Digital Twin Market by Deployment Mode
- 9.3.3.1 Asia Pacific On-premise Market by Country
- 9.3.3.2 Asia Pacific Cloud Market by Country
- 9.3.4 Asia Pacific Supply Chain Digital Twin Market by Vertical
- 9.3.4.1 Asia Pacific Automotive Market by Country
- 9.3.4.2 Asia Pacific Aerospace & Defense Market by Country
- 9.3.4.3 Asia Pacific Manufacturing Market by Country
- 9.3.4.4 Asia Pacific Pharmaceuticals Market by Country
- 9.3.4.5 Asia Pacific Retail Market by Country
- 9.3.4.6 Asia Pacific Consumer Goods Market by Country
- 9.3.4.7 Asia Pacific Others Market by Country
- 9.3.5 Asia Pacific Supply Chain Digital Twin Market by Country
- 9.3.5.1 China Supply Chain Digital Twin Market
- 9.3.5.1.1 China Supply Chain Digital Twin Market by Enterprise Size
- 9.3.5.1.2 China Supply Chain Digital Twin Market by Component
- 9.3.5.1.3 China Supply Chain Digital Twin Market by Deployment Mode
- 9.3.5.1.4 China Supply Chain Digital Twin Market by Vertical
- 9.3.5.2 Japan Supply Chain Digital Twin Market
- 9.3.5.2.1 Japan Supply Chain Digital Twin Market by Enterprise Size
- 9.3.5.2.2 Japan Supply Chain Digital Twin Market by Component
- 9.3.5.2.3 Japan Supply Chain Digital Twin Market by Deployment Mode
- 9.3.5.2.4 Japan Supply Chain Digital Twin Market by Vertical
- 9.3.5.3 India Supply Chain Digital Twin Market
- 9.3.5.3.1 India Supply Chain Digital Twin Market by Enterprise Size
- 9.3.5.3.2 India Supply Chain Digital Twin Market by Component
- 9.3.5.3.3 India Supply Chain Digital Twin Market by Deployment Mode
- 9.3.5.3.4 India Supply Chain Digital Twin Market by Vertical
- 9.3.5.4 South Korea Supply Chain Digital Twin Market
- 9.3.5.4.1 South Korea Supply Chain Digital Twin Market by Enterprise Size
- 9.3.5.4.2 South Korea Supply Chain Digital Twin Market by Component
- 9.3.5.4.3 South Korea Supply Chain Digital Twin Market by Deployment Mode
- 9.3.5.4.4 South Korea Supply Chain Digital Twin Market by Vertical
- 9.3.5.5 Singapore Supply Chain Digital Twin Market
- 9.3.5.5.1 Singapore Supply Chain Digital Twin Market by Enterprise Size
- 9.3.5.5.2 Singapore Supply Chain Digital Twin Market by Component
- 9.3.5.5.3 Singapore Supply Chain Digital Twin Market by Deployment Mode
- 9.3.5.5.4 Singapore Supply Chain Digital Twin Market by Vertical
- 9.3.5.6 Malaysia Supply Chain Digital Twin Market
- 9.3.5.6.1 Malaysia Supply Chain Digital Twin Market by Enterprise Size
- 9.3.5.6.2 Malaysia Supply Chain Digital Twin Market by Component
- 9.3.5.6.3 Malaysia Supply Chain Digital Twin Market by Deployment Mode
- 9.3.5.6.4 Malaysia Supply Chain Digital Twin Market by Vertical
- 9.3.5.7 Rest of Asia Pacific Supply Chain Digital Twin Market
- 9.3.5.7.1 Rest of Asia Pacific Supply Chain Digital Twin Market by Enterprise Size
- 9.3.5.7.2 Rest of Asia Pacific Supply Chain Digital Twin Market by Component
- 9.3.5.7.3 Rest of Asia Pacific Supply Chain Digital Twin Market by Deployment Mode
- 9.3.5.7.4 Rest of Asia Pacific Supply Chain Digital Twin Market by Vertical
- 9.3.5.1 China Supply Chain Digital Twin Market
- 9.3.1 Asia Pacific Supply Chain Digital Twin Market by Enterprise Size
- 9.4 LAMEA Supply Chain Digital Twin Market
- 9.4.1 LAMEA Supply Chain Digital Twin Market by Enterprise Size
- 9.4.1.1 LAMEA Large Enterprises Market by Country
- 9.4.1.2 LAMEA Small & Medium Size Enterprises Market by Country
- 9.4.2 LAMEA Supply Chain Digital Twin Market by Component
- 9.4.2.1 LAMEA Hardware Market by Country
- 9.4.2.2 LAMEA Software Market by Country
- 9.4.2.3 LAMEA Services Market by Country
- 9.4.3 LAMEA Supply Chain Digital Twin Market by Deployment Mode
- 9.4.3.1 LAMEA On-premise Market by Country
- 9.4.3.2 LAMEA Cloud Market by Country
- 9.4.4 LAMEA Supply Chain Digital Twin Market by Vertical
- 9.4.4.1 LAMEA Automotive Market by Country
- 9.4.4.2 LAMEA Aerospace & Defense Market by Country
- 9.4.4.3 LAMEA Manufacturing Market by Country
- 9.4.4.4 LAMEA Pharmaceuticals Market by Country
- 9.4.4.5 LAMEA Retail Market by Country
- 9.4.4.6 LAMEA Consumer Goods Market by Country
- 9.4.4.7 LAMEA Others Market by Country
- 9.4.5 LAMEA Supply Chain Digital Twin Market by Country
- 9.4.5.1 Brazil Supply Chain Digital Twin Market
- 9.4.5.1.1 Brazil Supply Chain Digital Twin Market by Enterprise Size
- 9.4.5.1.2 Brazil Supply Chain Digital Twin Market by Component
- 9.4.5.1.3 Brazil Supply Chain Digital Twin Market by Deployment Mode
- 9.4.5.1.4 Brazil Supply Chain Digital Twin Market by Vertical
- 9.4.5.2 Argentina Supply Chain Digital Twin Market
- 9.4.5.2.1 Argentina Supply Chain Digital Twin Market by Enterprise Size
- 9.4.5.2.2 Argentina Supply Chain Digital Twin Market by Component
- 9.4.5.2.3 Argentina Supply Chain Digital Twin Market by Deployment Mode
- 9.4.5.2.4 Argentina Supply Chain Digital Twin Market by Vertical
- 9.4.5.3 UAE Supply Chain Digital Twin Market
- 9.4.5.3.1 UAE Supply Chain Digital Twin Market by Enterprise Size
- 9.4.5.3.2 UAE Supply Chain Digital Twin Market by Component
- 9.4.5.3.3 UAE Supply Chain Digital Twin Market by Deployment Mode
- 9.4.5.3.4 UAE Supply Chain Digital Twin Market by Vertical
- 9.4.5.4 Saudi Arabia Supply Chain Digital Twin Market
- 9.4.5.4.1 Saudi Arabia Supply Chain Digital Twin Market by Enterprise Size
- 9.4.5.4.2 Saudi Arabia Supply Chain Digital Twin Market by Component
- 9.4.5.4.3 Saudi Arabia Supply Chain Digital Twin Market by Deployment Mode
- 9.4.5.4.4 Saudi Arabia Supply Chain Digital Twin Market by Vertical
- 9.4.5.5 South Africa Supply Chain Digital Twin Market
- 9.4.5.5.1 South Africa Supply Chain Digital Twin Market by Enterprise Size
- 9.4.5.5.2 South Africa Supply Chain Digital Twin Market by Component
- 9.4.5.5.3 South Africa Supply Chain Digital Twin Market by Deployment Mode
- 9.4.5.5.4 South Africa Supply Chain Digital Twin Market by Vertical
- 9.4.5.6 Nigeria Supply Chain Digital Twin Market
- 9.4.5.6.1 Nigeria Supply Chain Digital Twin Market by Enterprise Size
- 9.4.5.6.2 Nigeria Supply Chain Digital Twin Market by Component
- 9.4.5.6.3 Nigeria Supply Chain Digital Twin Market by Deployment Mode
- 9.4.5.6.4 Nigeria Supply Chain Digital Twin Market by Vertical
- 9.4.5.7 Rest of LAMEA Supply Chain Digital Twin Market
- 9.4.5.7.1 Rest of LAMEA Supply Chain Digital Twin Market by Enterprise Size
- 9.4.5.7.2 Rest of LAMEA Supply Chain Digital Twin Market by Component
- 9.4.5.7.3 Rest of LAMEA Supply Chain Digital Twin Market by Deployment Mode
- 9.4.5.7.4 Rest of LAMEA Supply Chain Digital Twin Market by Vertical
- 9.4.5.1 Brazil Supply Chain Digital Twin Market
- 9.4.1 LAMEA Supply Chain Digital Twin Market by Enterprise Size
Chapter 10. Company Profiles
- 10.1 IBM Corporation
- 10.1.1 Company Overview
- 10.1.2 Financial Analysis
- 10.1.3 Segmental and Regional Analysis
- 10.1.4 Research & Development Expenses
- 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:
- 10.2.6 SWOT Analysis
- 10.3 SAP SE
- 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:
- 10.3.6 SWOT Analysis
- 10.4 Dassault Systemes SE
- 10.4.1 Company Overview
- 10.4.2 Financial Analysis
- 10.4.3 Product Category and Regional Analysis
- 10.4.4 Research & Development Expense
- 10.4.5 Recent strategies and developments:
- 10.4.5.1 Partnerships, Collaborations, and Agreements:
- 10.4.6 SWOT Analysis
- 10.5 Kinaxis, Inc.
- 10.5.1 Company Overview
- 10.5.2 Financial Analysis
- 10.5.3 Regional Analysis
- 10.5.4 Research & Development Expenses
- 10.5.5 SWOT Analysis
- 10.6 Schneider Electric SE (AVEVA Group PLC)
- 10.6.1 Company Overview
- 10.6.2 Financial Analysis
- 10.6.3 Segmental and Regional Analysis
- 10.6.4 Research & Development Expense
- 10.6.5 Recent strategies and developments:
- 10.6.5.1 Partnerships, Collaborations, and Agreements:
- 10.6.5.2 Product Launches and Product Expansions:
- 10.6.6 SWOT Analysis
- 10.7 Siemens AG (Siemens Digital Industries Software)
- 10.7.1 Company Overview
- 10.7.2 Financial Analysis
- 10.7.3 Segmental and Regional Analysis
- 10.7.4 Research & Development Expense
- 10.7.5 Recent strategies and developments:
- 10.7.5.1 Partnerships, Collaborations, and Agreements:
- 10.7.5.2 Acquisition and Mergers:
- 10.7.6 SWOT Analysis
- 10.8 AnyLogic North America, LLC (The AnyLogic Company)
- 10.8.1 Company Overview
- 10.8.2 SWOT Analysis
- 10.9 Simio LLC
- 10.9.1 Company Overview
- 10.9.2 SWOT Analysis
- 10.10. Logivations GmbH
- 10.10.1 Company Overview
- 10.10.2 SWOT Analysis
Chapter 11. Winning imperative of Supply Chain Digital Twin Market
