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表紙：コグニティブサプライチェーン市場：展開別、企業規模別、技術別、エンドユーザー別、国別、地域別- 産業分析、市場規模、市場シェア、予測、2023年～2030年
市場調査レポート
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1397126

コグニティブサプライチェーン市場：展開別、企業規模別、技術別、エンドユーザー別、国別、地域別- 産業分析、市場規模、市場シェア、予測、2023年～2030年

Cognitive Supply Chain Market, By Deployment, By Enterprise Size, By Technology, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2023-2030
出版日: | 発行: AnalystView Market Insights | ページ情報: 英文 276 Pages | 納期: 2～3営業日

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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=156.76円
コグニティブサプライチェーン市場：展開別、企業規模別、技術別、エンドユーザー別、国別、地域別- 産業分析、市場規模、市場シェア、予測、2023年～2030年
出版日: 2023年12月09日
発行: AnalystView Market Insights
ページ情報: 英文 276 Pages
納期: 2～3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

レポートハイライト

コグニティブサプライチェーン市場規模は2022年に69億9,500万米ドルとなり、2023年から2030年にかけてCAGR16.0%で拡大

コグニティブサプライチェーン市場-市場力学

製品投入の増加が市場成長を促進

製品投入の増加は、予測期間中の市場成長を促進すると予想されます。2022年10月、オラクルはデータとアナリティクス製品ラインのイノベーションを発表しました。意思決定者は、CX、HCM、ERP、およびSCMアナリティクスにまたがる2,000を超える事前構築済みのKPI、ダッシュボード、およびレポートへのアクセスを提供するOracle Fusion Analyticsを使用して、戦略目標に対するパフォーマンスを評価することができます。最新のOracle Analytics Cloudの改良は、管理されたデータ資産と一元化されたセマンティック・モデルを提供するように設計されており、ITへの依存度を下げることでビジネス・ユーザーの生産性を向上させる。ML機能は、高度な複合ビジュアライゼーションの追加や、ビジュアル・データを処理するAI VisionなどのOracle Cloud Infrastructureコグニティブ・サービスなど、AI/MLのアップグレードによって拡張されています。

コグニティブサプライチェーン市場-セグメンテーション分析

世界のコグニティブサプライチェーン市場は、展開、企業規模、技術、エンドユーザー、地域に基づいてセグメント化されます。

展開に基づいて、世界のコグニティブサプライチェーン市場はオンプレミスとクラウドに分けられます。予測期間中、オンプレミスセグメントが市場を独占すると予想されます。業界でオンプレミス展開が好まれる理由はいくつかあります。データのセキュリティは重要な要素の1つです。ヘルスケアや防衛産業など、機密性の高いサプライチェーンデータを扱う企業では、コンプライアンスやデータセキュリティの基準が厳しいことが多いです。オンプレミスの展開を選択することで、データを直接管理することができ、データ漏洩の可能性を低減し、事業特有のルールの遵守を保証することができます。

企業規模に基づき、市場は大企業と中小企業に区分されます。予測期間中、大企業セグメントが最大の市場シェアを占めると予想されます。大企業は、ロジスティクス最適化、需要予測、在庫管理、サプライヤー関係管理など、いくつかの重要な分野でサプライチェーンのパフォーマンスを向上させるためにコグニティブ技術を使用していました。これらの企業は、サプライチェーン業務にAIやMLを組み込むことで、動向を発見し、大量のデータからより深い洞察を得て、予測を改善することができます。また、コグニティブ・テクノロジーを使用することで、営業経費が減少し、生産性が向上し、サプライチェーンの中断が減少します。

技術に基づき、業界は機械学習（ML）、モノのインターネット（IoT）、その他に二分されます。モノのインターネット（IoT）セグメントは、予測期間中に最も高いCAGRで成長すると予想されます。大幅なコスト削減と業務効率向上の可能性が、IoT自動化市場の採用を後押しする主な要因の1つです。在庫管理、資産監視、注文処理などのサプライチェーンプロセスの自動化は、企業が業務を最適化し、無駄な支出を削減するのに役立つ可能性があります。これは、全体的な有効性の向上と、より経済的なサプライチェーン管理戦略につながっています。

エンドユーザーに基づき、世界市場は物流・運輸、製造、小売・eコマース、飲食品、ヘルスケア、その他に分類されます。予測期間中、市場をリードするのは市場セグメンテーションです。予知保全は成長を促進する要素の一つです。予知保全ソリューションは、コグニティブ技術の統合が進むにつれて、製造業者によって利用されるようになっています。センサーや機械からのリアルタイムデータを評価することで、故障の可能性を予測し、故障が起こる前にメンテナンスを実施することができます。重要な機器の寿命を延ばし、予定外のダウンタイムを減らすことで、このプロアクティブな戦略は業務効率を向上させました。製造業界では、コグニティブサプライチェーン技術の統合により、品質管理と欠陥の特定に大きなブレークスルーがもたらされています。

コグニティブサプライチェーン市場-地理的洞察

地理的には、この市場は北米、ラテンアメリカ、欧州、アジア太平洋、中東アフリカの地域に広がっています。これらの地域は、ビジネスをもたらす国によってさらに分けられます。予測期間中、北米が市場を独占すると予想されています。効率化とコスト削減のニーズが高まっていることが、北米での市場拡大を後押ししている主な理由の1つです。企業はしばしば、効率改善、コスト削減、サプライチェーンプロセスの最適化の方法を模索しています。動向を認識し、需要を予測し、在庫と物流手順を最適化するためにコグニティブサプライチェーン技術を使用することで、無駄を減らし、資源配分を強化することができるようになっています。さらに、コグニティブサプライチェーン・ソリューションの採用は、ビッグデータとアナリティクスの成長に大きく影響されました。センサー、IoTデバイス、取引システムなど、さまざまなソースからもたらされるデータの急激な増加により、企業は高度な分析と人工知能（AI）アプローチから恩恵を受ける可能性があります。

コグニティブサプライチェーン市場-競合情勢：

複数の競合が存在することで、断片化されたコグニティブサプライチェーン業界では競争が激化すると予想されます。著名なプレーヤーとしては、Microsoft Corporation、SAP SE、C.H. Robinson Worldwide, Inc.、Honeywell International Inc.、IBM Corporation、Intel Corporation、JDA Software、Accenture plc、NVIDIA Corporation、Oracle Corporation、Amazon Web Services、SAS Institute Inc.、Savi Technology、Terra Technology、Siemens AGなどが挙げられます。

目次

第1章 コグニティブサプライチェーン市場概要

  • 調査範囲
  • 市場推定年数

第2章 エグゼクティブサマリー

  • 市場内訳
  • 競合考察

第3章 コグニティブサプライチェーンの主要な市場動向

  • 市場促進要因
  • 市場抑制要因
  • 市場機会
  • 今後の市場動向

第4章 コグニティブサプライチェーン産業調査

  • PEST分析
  • ポーターのファイブフォース分析
  • 成長見通しのマッピング
  • 規制枠組みの分析

第5章 コグニティブサプライチェーン市場：COVID-19の影響分析

  • 新型コロナウイルス感染症以前の影響分析
  • 新型コロナウイルス感染症後の影響分析

第6章 コグニティブサプライチェーン市場情勢

  • コグニティブサプライチェーン市場シェア分析、2022年
  • 主要メーカー別の内訳データ
    • 既存企業の分析
    • 新興企業の分析

第7章 コグニティブサプライチェーン市場- 展開別

  • 概要
    • セグメントシェア分析：展開別
    • オンプレミス
    • クラウド

第8章 コグニティブサプライチェーン市場- 企業規模別

  • 概要
    • セグメントシェア分析：企業規模別
    • 大企業
    • 中小企業

第9章 コグニティブサプライチェーン市場- 技術別

  • 概要
    • セグメントシェア分析：技術別
    • 機械学習（ML）
    • モノのインターネット（IoT）
    • その他

第10章 コグニティブサプライチェーン市場- エンドユーザー別

  • 概要
    • セグメントシェア分析：エンドユーザー別
    • 物流と輸送
    • 製造業
    • 小売とeコマース
    • 食品および飲料
    • ヘルスケア
    • その他

第11章 コグニティブサプライチェーン市場-地域別

  • イントロダクション
  • 北米
    • 概要
    • 北米の主要メーカー
    • 米国
    • カナダ
  • 欧州
    • 概要
    • 欧州の主要メーカー
    • ドイツ
    • イタリア
    • 英国
    • フランス
    • ロシア
    • オランダ
    • スウェーデン
    • ポーランド
    • その他
  • アジア太平洋（APAC）
    • 概要
    • アジア太平洋地域の主要メーカー
    • インド
    • 中国
    • 日本
    • 韓国
    • オーストラリア
    • タイ
    • インドネシア
    • フィリピン
    • その他
  • ラテンアメリカ
    • 概要
    • ラテンアメリカの主要メーカー
    • ブラジル
    • メキシコ
    • アルゼンチン
    • コロンビア
    • その他
  • 中東とアフリカ
    • 概要
    • 中東およびアフリカの主要メーカー
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • トルコ
    • アルジェリア
    • エジプト
    • その他

第12章 主要ベンダー分析- コグニティブサプライチェーン業界

  • 競合ダッシュボード
  • 企業プロファイル
    • Microsoft Corporation
    • SAP SE
    • CH Robinson Worldwide, Inc.
    • Honeywell International Inc.
    • IBM Corporation
    • Intel Corporation
    • JDA Software
    • Accenture plc
    • NVIDIA Corporation
    • Oracle Corporation
    • Amazon Web Services
    • SAS Institute Inc.
    • Savi Technology
    • Terra Technology
    • Siemens AG

第13章 アナリストの全方位展望

図表

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE Cognitive Supply Chain Market: Deployment Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Deployment
  • TABLE Global Cognitive Supply Chain Market, by Deployment 2018-2030 (USD Million)
  • TABLE Cognitive Supply Chain Market: Enterprise Size Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Enterprise Size
  • TABLE Global Cognitive Supply Chain Market, by Enterprise Size 2018-2030 (USD Million)
  • TABLE Cognitive Supply Chain Market: Technology Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Technology
  • TABLE Global Cognitive Supply Chain Market, by Technology 2018-2030 (USD Million)
  • TABLE Cognitive Supply Chain Market: End User Snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by End User
  • TABLE Global Cognitive Supply Chain Market, by End User 2018-2030 (USD Million)
  • TABLE Cognitive Supply Chain Market: Regional snapshot (2022)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global Cognitive Supply Chain Market, by Region 2018-2030 (USD Million)
  • TABLE North America Cognitive Supply Chain Market, by Country, 2018-2030 (USD Million)
  • TABLE North America Cognitive Supply Chain Market, by Deployment, 2018-2030 (USD Million)
  • TABLE North America Cognitive Supply Chain Market, by Enterprise Size, 2018-2030 (USD Million)
  • TABLE North America Cognitive Supply Chain Market, by Technology, 2018-2030 (USD Million)
  • TABLE North America Cognitive Supply Chain Market, by End User, 2018-2030 (USD Million)
  • TABLE Europe Cognitive Supply Chain Market, by Country, 2018-2030 (USD Million)
  • TABLE Europe Cognitive Supply Chain Market, by Deployment, 2018-2030 (USD Million)
  • TABLE Europe Cognitive Supply Chain Market, by Enterprise Size, 2018-2030 (USD Million)
  • TABLE Europe Cognitive Supply Chain Market, by Technology, 2018-2030 (USD Million)
  • TABLE Europe Cognitive Supply Chain Market, by End User, 2018-2030 (USD Million)
  • TABLE Asia Pacific Cognitive Supply Chain Market, by Country, 2018-2030 (USD Million)
  • TABLE Asia Pacific Cognitive Supply Chain Market, by Deployment, 2018-2030 (USD Million)
  • TABLE Asia Pacific Cognitive Supply Chain Market, by Enterprise Size, 2018-2030 (USD Million)
  • TABLE Asia Pacific Cognitive Supply Chain Market, by Technology, 2018-2030 (USD Million)
  • TABLE Asia Pacific Cognitive Supply Chain Market, by End User, 2018-2030 (USD Million)
  • TABLE Latin America Cognitive Supply Chain Market, by Country, 2018-2030 (USD Million)
  • TABLE Latin America Cognitive Supply Chain Market, by Deployment, 2018-2030 (USD Million)
  • TABLE Latin America Cognitive Supply Chain Market, by Enterprise Size, 2018-2030 (USD Million)
  • TABLE Latin America Cognitive Supply Chain Market, by Technology, 2018-2030 (USD Million)
  • TABLE Latin America Cognitive Supply Chain Market, by End User, 2018-2030 (USD Million)
  • TABLE Middle East and Africa Cognitive Supply Chain Market, by Country, 2018-2030 (USD Million)
  • TABLE Middle East and Africa Cognitive Supply Chain Market, by Deployment, 2018-2030 (USD Million)
  • TABLE Middle East and Africa Cognitive Supply Chain Market, by Enterprise Size, 2018-2030 (USD Million)
  • TABLE Middle East and Africa Cognitive Supply Chain Market, by Technology, 2018-2030 (USD Million)
  • TABLE Middle East and Africa Cognitive Supply Chain Market, by End User, 2018-2030 (USD Million)

List of Figures

  • FIGURE Cognitive Supply Chain Market Segmentation
  • FIGURE Market research methodology
  • FIGURE Value chain analysis
  • FIGURE Porter's Five Forces Analysis
  • FIGURE Market Attractiveness Analysis
  • FIGURE COVID-19 Impact Analysis
  • FIGURE Pre & Post COVID-19 Impact Comparision Study
  • FIGURE Competitive Landscape; Key company market share analysis, 2022
  • FIGURE Deployment segment market share analysis, 2022 & 2030
  • FIGURE Deployment segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Enterprise Size segment market share analysis, 2022 & 2030
  • FIGURE Enterprise Size segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Technology segment market share analysis, 2022 & 2030
  • FIGURE Technology segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE End User segment market share analysis, 2022 & 2030
  • FIGURE End User segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Regional segment market share analysis, 2022 & 2030
  • FIGURE Regional segment market size forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE North America Cognitive Supply Chain Market share and leading players, 2022
  • FIGURE Europe Cognitive Supply Chain Market share and leading players, 2022
  • FIGURE Asia Pacific Cognitive Supply Chain Market share and leading players, 2022
  • FIGURE Latin America Cognitive Supply Chain Market share and leading players, 2022
  • FIGURE Middle East and Africa Cognitive Supply Chain Market share and leading players, 2022
  • FIGURE North America market share analysis by country, 2022
  • FIGURE U.S. Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Canada Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Europe Cognitive Supply Chain Market share analysis by country, 2022
  • FIGURE Germany Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Spain Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Italy Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE France Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE UK Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Russia Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Netherlands Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Sweden Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Poland Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of the Europe Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Asia Pacific Cognitive Supply Chain Market share analysis by country, 2022
  • FIGURE India Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE China Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Japan Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE South Korea Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Australia Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Thailand Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Indonesia Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Phillipines Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of APAC Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Latin America Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Latin America Cognitive Supply Chain Market share analysis by country, 2022
  • FIGURE Brazil Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Mexico Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Argentina Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Colombia Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of LATAM Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Middle East and Africa Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Middle East and Africa Cognitive Supply Chain Market share analysis by country, 2022
  • FIGURE Saudi Arabia Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE United Arab Emirates Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Israel Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Turkey Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Algeria Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Egypt Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
  • FIGURE Rest of MEA Cognitive Supply Chain Market size, forecast and trend analysis, 2018 to 2030 (USD Million)
目次
Product Code: ANV1897

REPORT HIGHLIGHT

Cognitive Supply Chain Market size was valued at USD 6,995 Million in 2022, expanding at a CAGR of 16.0% from 2023 to 2030.

The use of cognitive technologies, such as artificial intelligence (AI), machine learning, data analytics, and other cutting-edge technology, to optimize and improve supply chain operations is referred to as cognitive supply chain.

Cognitive Supply Chain Market- Market Dynamics

Growing product launches to propel market growth

The increasing product launch is expected to propel the market growth during the forecast period. In October 2022, Oracle unveiled innovations in its data and analytics product line. Decision-makers may evaluate performance against strategic goals by using Oracle Fusion Analytics, which provides access to over 2,000 prebuilt KPIs, dashboards, and reports spanning CX, HCM, ERP, and SCM analytics. The most recent Oracle Analytics Cloud improvements are designed to provide curated data assets and a centralized semantic model, which will increase business users' productivity by lowering their dependency on IT. ML capabilities are expanded with the addition of sophisticated composite visualizations and AI/ML upgrades, such as Oracle Cloud Infrastructure cognitive services like AI Vision for processing visual data.

Cognitive Supply Chain Market- Key Insights

  • As per the analysis shared by our research analyst, the global Cognitive Supply Chain market is estimated to grow annually at a CAGR of around 16.0% over the forecast period (2023-2030)
  • The Cognitive Supply Chain industry is projected to grow at a significant rate due to the growing product launch
  • Based on deployment segmentation, the On-premise segment is expected to dominate the market during the forecast period
  • Based on enterprise size segmentation, the Large Enterprise segment is expected to hold the largest market share during the forecast period
  • Based on technology segmentation, the Internet of Things (IoT) segment is expected to grow at the highest CAGR during the forecast period
  • Based on end user segmentation, the Manufacturing segment is expected to lead the market during the forecast period
  • Based on region, North America is expected to dominate the market over the projected period

Cognitive Supply Chain Market- Segmentation Analysis:

The Global Cognitive Supply Chain Market is segmented based on Deployment, Enterprise Size, Technology, End User and Region.

Based on the deployment, the global Cognitive Supply Chain market is divided into On-premise and Cloud. The On-premise segment is expected to dominate the market during the forecast period. There are several reasons why on-premise deployment is preferred in the industry. The security of the data is one important factor. Businesses in the healthcare or defense industries, for example, that handle sensitive supply chain data, frequently have strict compliance and data security standards. By choosing on-premise deployment, they may stay in direct control of their data, lowering the possibility of data breaches and guaranteeing adherence to rules particular to their business.

Based on the enterprise size, the market is segmented into Large Enterprise and SMEs. The Large Enterprise segment is expected to hold the largest market share during the forecast period. Large companies were using cognitive technology to improve their supply chain performance in several critical areas, including logistics optimization, demand forecasting, inventory control, and supplier relationship management. These businesses may find trends, obtain deeper insights from massive volumes of data, and improve forecasting by incorporating AI and ML into their supply chain operations. Using cognitive technology also decreased operating expenses, increased productivity, and reduced supply chain interruptions.

Based on the technology, the industry is bifurcated into Machine Learning (ML), Internet of Things (IoT) and Others. The Internet of Things (IoT) segment is expected to grow at the highest CAGR during the forecast period. The potential for large cost savings and increases in operational efficiency is one of the main forces propelling the market's adoption of IoT automation. Automation of supply chain processes, including inventory control, asset monitoring, and order processing, may help businesses optimize their operations and cut down on wasteful spending. This led to increased overall effectiveness and a more economical supply chain management strategy.

Based on the end user, the global market is categorized into Logistics and Transportation, Manufacturing, Retail & E-commerce, Food and Beverage, Healthcare and Others. The Manufacturing segment is expected to lead the market during the forecast period. Predictive maintenance is one of the growth-promoting elements. Predictive maintenance solutions are being used by manufacturers through the growing integration of cognitive technology. They can anticipate probable malfunctions and carry out maintenance before malfunctions happen by evaluating real-time data from sensors and machinery. By extending the lifespan of important equipment and reducing unscheduled downtime, this proactive strategy increased operational efficiency. The manufacturing industry is experiencing significant breakthroughs in quality control and defect identification via the integration of cognitive supply chain technologies.

Cognitive Supply Chain Market- Geographical Insights

Geographically, this market is widespread in the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business. North America is expected to dominate the market during the projected period. The growing need for efficiency and cost savings is one of the main reasons driving the market's expansion in North America. Businesses often look for methods to improve efficiency, save costs, and optimize supply chain processes. They were able to decrease waste and enhance resource allocation by using cognitive supply chain technologies to recognize trends, forecast demand, and optimize inventory and logistics procedures. Furthermore, the adoption of cognitive supply chain solutions was significantly influenced by the growth of big data and analytics. Businesses might benefit from advanced analytics and artificial intelligence (AI) approaches due to the exponential rise of data coming from a variety of sources, including sensors, IoT devices, and transactional systems.

Cognitive Supply Chain Market- Competitive Landscape:

The existence of several competitors is expected to lead to competition in the fragmented cognitive supply chain industry. Some of the prominent players are Microsoft Corporation, SAP SE, C.H. Robinson Worldwide, Inc., Honeywell International Inc., IBM Corporation, Intel Corporation, JDA Software, Accenture plc, NVIDIA Corporation, Oracle Corporation, Amazon Web Services, SAS Institute Inc., Savi Technology, Terra Technology and Siemens AG among others.

Recent Developments:

In May 2023, Accenture and Blue Yonder worked together to deliver innovative technologies and solutions that enable businesses to transform their supply chains and increase productivity and profitability.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL COGNITIVE SUPPLY CHAIN MARKET KEY PLAYERS

  • Microsoft Corporation
  • SAP SE
  • C.H. Robinson Worldwide, Inc.
  • Honeywell International Inc.
  • IBM Corporation
  • Intel Corporation
  • JDA Software
  • Accenture plc
  • NVIDIA Corporation
  • Oracle Corporation
  • Amazon Web Services
  • SAS Institute Inc.
  • Savi Technology
  • Terra Technology
  • Siemens AG

GLOBAL COGNITIVE SUPPLY CHAIN MARKET, BY DEPLOYMENT

  • On-premise
  • Cloud

GLOBAL COGNITIVE SUPPLY CHAIN MARKET, BY ENTERPRISE SIZE

  • Large Enterprise
  • SMEs

GLOBAL COGNITIVE SUPPLY CHAIN MARKET, BY TECHNOLOGY

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

GLOBAL COGNITIVE SUPPLY CHAIN MARKET, BY END USER

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

GLOBAL COGNITIVE SUPPLY CHAIN MARKET, BY REGION

  • North America
  • The U.S.
  • Canada
  • Europe
  • Germany
  • France
  • Italy
  • Spain
  • United Kingdom
  • Russia
  • Netherlands
  • Sweden
  • Poland
  • Rest of Europe
  • Asia Pacific
  • India
  • China
  • South Korea
  • Japan
  • Australia
  • Thailand
  • Indonesia
  • Philippines
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • United Arab Emirates
  • Israel
  • Turkey
  • Algeria
  • Egypt
  • Rest of MEA

Table of Contents

1. Cognitive Supply Chain Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. Cognitive Supply Chain Market Snippet by Deployment
    • 2.1.2. Cognitive Supply Chain Market Snippet by Enterprise Size
    • 2.1.3. Cognitive Supply Chain Market Snippet by Technology
    • 2.1.4. Cognitive Supply Chain Market Snippet by End User
    • 2.1.5. Cognitive Supply Chain Market Snippet by Country
    • 2.1.6. Cognitive Supply Chain Market Snippet by Region
  • 2.2. Competitive Insights

3. Cognitive Supply Chain Key Market Trends

  • 3.1. Cognitive Supply Chain Market Drivers
    • 3.1.1. Impact Analysis of Market Drivers
  • 3.2. Cognitive Supply Chain Market Restraints
    • 3.2.1. Impact Analysis of Market Restraints
  • 3.3. Cognitive Supply Chain Market Opportunities
  • 3.4. Cognitive Supply Chain Market Future Trends

4. Cognitive Supply Chain Industry Study

  • 4.1. PEST Analysis
  • 4.2. Porter's Five Forces Analysis
  • 4.3. Growth Prospect Mapping
  • 4.4. Regulatory Framework Analysis

5. Cognitive Supply Chain Market: COVID-19 Impact Analysis

  • 5.1. Pre-COVID-19 Impact Analysis
  • 5.2. Post-COVID-19 Impact Analysis
    • 5.2.1. Top Performing Segments
    • 5.2.2. Marginal Growth Segments
    • 5.2.3. Top Looser Segments
    • 5.2.4. Marginal Loss Segments

6. Cognitive Supply Chain Market Landscape

  • 6.1. Cognitive Supply Chain Market Share Analysis, 2022
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. Cognitive Supply Chain Market - By Deployment

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Deployment, 2022 & 2030 (%)
    • 7.1.2. On-premise
    • 7.1.3. Cloud

8. Cognitive Supply Chain Market - By Enterprise Size

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Enterprise Size, 2022 & 2030 (%)
    • 8.1.2. Large Enterprise
    • 8.1.3. SMEs

9. Cognitive Supply Chain Market - By Technology

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By Technology, 2022 & 2030 (%)
    • 9.1.2. Machine Learning (ML)
    • 9.1.3. Internet of Things (IoT)
    • 9.1.4. Others

10. Cognitive Supply Chain Market - By End User

  • 10.1. Overview
    • 10.1.1. Segment Share Analysis, By End User, 2022 & 2030 (%)
    • 10.1.2. Logistics and Transportation
    • 10.1.3. Manufacturing
    • 10.1.4. Retail & E-commerce
    • 10.1.5. Food and Beverage
    • 10.1.6. Healthcare
    • 10.1.7. Others

11. Cognitive Supply Chain Market- By Geography

  • 11.1. Introduction
    • 11.1.1. Segment Share Analysis, By Geography, 2022 & 2030 (%)
  • 11.2. North America
    • 11.2.1. Overview
    • 11.2.2. Cognitive Supply Chain Key Manufacturers in North America
    • 11.2.3. North America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 11.2.4. North America Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
    • 11.2.5. North America Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
    • 11.2.6. North America Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 11.2.7. North America Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.2.8. U.S.
      • 11.2.8.1. Overview
      • 11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.2.8.3. U.S. Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.2.8.4. U.S. Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.2.8.5. U.S. Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.2.8.6. U.S. Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.2.9. Canada
      • 11.2.9.1. Overview
      • 11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.2.9.3. Canada Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.2.9.4. Canada Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.2.9.5. Canada Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.2.9.6. Canada Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 11.3. Europe
    • 11.3.1. Overview
    • 11.3.2. Cognitive Supply Chain Key Manufacturers in Europe
    • 11.3.3. Europe Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 11.3.4. Europe Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
    • 11.3.5. Europe Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
    • 11.3.6. Europe Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 11.3.7. Europe Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.3.8. Germany
      • 11.3.8.1. Overview
      • 11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.3.8.3. Germany Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.3.8.4. Germany Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.3.8.5. Germany Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.3.8.6. Germany Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.3.9. Italy
      • 11.3.9.1. Overview
      • 11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.3.9.3. Italy Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.3.9.4. Italy Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.3.9.5. Italy Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.3.9.6. Italy Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.3.10. United Kingdom
      • 11.3.10.1. Overview
      • 11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.3.10.3. United Kingdom Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.3.10.4. United Kingdom Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.3.10.5. United Kingdom Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.3.10.6. United Kingdom Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.3.11. France
      • 11.3.11.1. Overview
      • 11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.3.11.3. France Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.3.11.4. France Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.3.11.5. France Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.3.11.6. France Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.3.12. Russia
      • 11.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.3.12.2. Russia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.3.12.3. Russia Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.3.12.4. Russia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.3.12.5. Russia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.3.13. Netherlands
      • 11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.3.13.2. Netherlands Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.3.13.3. Netherlands Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.3.13.4. Netherlands Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.3.13.5. Netherlands Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.3.14. Sweden
      • 11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.3.14.2. Sweden Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.3.14.3. Sweden Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.3.14.4. Sweden Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.3.14.5. Sweden Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.3.15. Poland
      • 11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.3.15.2. Poland Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.3.15.3. Poland Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.3.15.4. Poland Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.3.15.5. Poland Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.3.16. Rest of Europe
      • 11.3.16.1. Overview
      • 11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.3.16.3. Rest of the Europe Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.3.16.4. Rest of the Europe Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.3.16.5. Rest of the Europe Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.3.16.6. Rest of the Europe Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 11.4. Asia Pacific (APAC)
    • 11.4.1. Overview
    • 11.4.2. Cognitive Supply Chain Key Manufacturers in Asia Pacific
    • 11.4.3. Asia Pacific Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 11.4.4. Asia Pacific Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
    • 11.4.5. Asia Pacific Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
    • 11.4.6. Asia Pacific Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 11.4.7. Asia Pacific Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.4.8. India
      • 11.4.8.1. Overview
      • 11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.4.8.3. India Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.4.8.4. India Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.4.8.5. India Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.4.8.6. India Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.4.9. China
      • 11.4.9.1. Overview
      • 11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.4.9.3. China Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.4.9.4. China Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.4.9.5. China Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.4.9.6. China Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.4.10. Japan
      • 11.4.10.1. Overview
      • 11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.4.10.3. Japan Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.4.10.4. Japan Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.4.10.5. Japan Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.4.10.6. Japan Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.4.11. South Korea
      • 11.4.11.1. Overview
      • 11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.4.11.3. South Korea Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.4.11.4. South Korea Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.4.11.5. South Korea Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.4.11.6. South Korea Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.4.12. Australia
      • 11.4.12.1. Overview
      • 11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.4.12.3. Australia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.4.12.4. Australia Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.4.12.5. Australia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.4.12.6. Australia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.4.13. Thailand
      • 11.4.13.1. Overview
      • 11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.4.13.3. Thailand Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.4.13.4. Thailand Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.4.13.5. Thailand Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.4.13.6. Thailand Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.4.14. Indonesia
      • 11.4.14.1. Overview
      • 11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.4.14.3. Indonesia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.4.14.4. Indonesia Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.4.14.5. Indonesia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.4.14.6. Indonesia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.4.15. Philippines
      • 11.4.15.1. Overview
      • 11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.4.15.3. Philippines Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.4.15.4. Philippines Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.4.15.5. Philippines Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.4.15.6. Philippines Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.4.16. Rest of APAC
      • 11.4.16.1. Overview
      • 11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.4.16.3. Rest of APAC Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.4.16.4. Rest of APAC Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.4.16.5. Rest of APAC Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.4.16.6. Rest of APAC Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 11.5. Latin America
    • 11.5.1. Overview
    • 11.5.2. Cognitive Supply Chain Key Manufacturers in Latin America
    • 11.5.3. Latin America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 11.5.4. Latin America Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
    • 11.5.5. Latin America Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
    • 11.5.6. Latin America Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 11.5.7. Latin America Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.5.8. Brazil
      • 11.5.8.1. Overview
      • 11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.5.8.3. Brazil Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.5.8.4. Brazil Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.5.8.5. Brazil Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.5.8.6. Brazil Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.5.9. Mexico
      • 11.5.9.1. Overview
      • 11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.5.9.3. Mexico Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.5.9.4. Mexico Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.5.9.5. Mexico Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.5.9.6. Mexico Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.5.10. Argentina
      • 11.5.10.1. Overview
      • 11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.5.10.3. Argentina Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.5.10.4. Argentina Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.5.10.5. Argentina Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.5.10.6. Argentina Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.5.11. Colombia
      • 11.5.11.1. Overview
      • 11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.5.11.3. Colombia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.5.11.4. Colombia Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.5.11.5. Colombia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.5.11.6. Colombia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.5.12. Rest of LATAM
      • 11.5.12.1. Overview
      • 11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.5.12.3. Rest of LATAM Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.5.12.4. Rest of LATAM Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.5.12.5. Rest of LATAM Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.5.12.6. Rest of LATAM Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
  • 11.6. Middle East and Africa
    • 11.6.1. Overview
    • 11.6.2. Cognitive Supply Chain Key Manufacturers in Middle East and Africa
    • 11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
    • 11.6.4. Middle East and Africa Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
    • 11.6.5. Middle East and Africa Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
    • 11.6.6. Middle East and Africa Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
    • 11.6.7. Middle East and Africa Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.6.8. Saudi Arabia
      • 11.6.8.1. Overview
      • 11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.6.8.3. Saudi Arabia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.6.8.4. Saudi Arabia Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.6.8.5. Saudi Arabia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.6.8.6. Saudi Arabia Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.6.9. United Arab Emirates
      • 11.6.9.1. Overview
      • 11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.6.9.3. United Arab Emirates Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.6.9.4. United Arab Emirates Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.6.9.5. United Arab Emirates Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.6.9.6. United Arab Emirates Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.6.10. Israel
      • 11.6.10.1. Overview
      • 11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.6.10.3. Israel Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.6.10.4. Israel Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.6.10.5. Israel Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.6.10.6. Israel Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.6.11. Turkey
      • 11.6.11.1. Overview
      • 11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.6.11.3. Turkey Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.6.11.4. Turkey Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.6.11.5. Turkey Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.6.11.6. Turkey Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.6.12. Algeria
      • 11.6.12.1. Overview
      • 11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.6.12.3. Algeria Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.6.12.4. Algeria Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.6.12.5. Algeria Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.6.12.6. Algeria Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.6.13. Egypt
      • 11.6.13.1. Overview
      • 11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.6.13.3. Egypt Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.6.13.4. Egypt Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.6.13.5. Egypt Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.6.13.6. Egypt Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)
    • 11.6.14. Rest of MEA
      • 11.6.14.1. Overview
      • 11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
      • 11.6.14.3. Rest of MEA Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
      • 11.6.14.4. Rest of MEA Market Size and Forecast, By Enterprise Size, 2018 - 2030 (US$ Million)
      • 11.6.14.5. Rest of MEA Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
      • 11.6.14.6. Rest of MEA Market Size and Forecast, By End User, 2018 - 2030 (US$ Million)

12. Key Vendor Analysis- Cognitive Supply Chain Industry

  • 12.1. Competitive Dashboard
  • 12.2. Company Profiles
    • 12.2.1. Microsoft Corporation
    • 12.2.2. SAP SE
    • 12.2.3. C.H. Robinson Worldwide, Inc.
    • 12.2.4. Honeywell International Inc.
    • 12.2.5. IBM Corporation
    • 12.2.6. Intel Corporation
    • 12.2.7. JDA Software
    • 12.2.8. Accenture plc
    • 12.2.9. NVIDIA Corporation
    • 12.2.10. Oracle Corporation
    • 12.2.11. Amazon Web Services
    • 12.2.12. SAS Institute Inc.
    • 12.2.13. Savi Technology
    • 12.2.14. Terra Technology
    • 12.2.15. Siemens AG

13. 360 Degree Analyst View

14. Appendix

  • 14.1. Research Methodology
  • 14.2. References
  • 14.3. Abbreviations
  • 14.4. Disclaimer
  • 14.5. Contact Us