カテゴリー： MarketsandMarkets, IT/電子, 世界

世界のスマート倉庫市場（～2028年）：提供別（ハードウェア、ソフトウェア、サービス）、技術別（AI＆アナリティクス、ロボット＆オートメーション）、用途別（在庫管理、予測分析）、倉庫規模別、産業別、地域別

◆英語タイトル：Smart Warehousing Market by Offering (Hardware, Software, Services), Technology (AI & Analytics, Robotics & Automation), Application (Inventory Management, Predictive Analytics), Warehouse Size, Vertical and Region - Global Forecast to 2028
	◆商品コード：TC7993-23 ◆発行会社（リサーチ会社）：MarketsandMarkets ◆発行日：2023年9月26日 ◆ページ数：327 ◆レポート形式：英語 / PDF ◆納品方法：Eメール（受注後24時間以内） ◆調査対象地域：グローバル ◆産業分野：通信＆IT

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❖ レポートの概要 ❖

"スマート倉庫市場は、2023年の204億米ドルから2028年には405億米ドルに成長し、予測期間中の年平均成長率（CAGR）は14.6%と予測" 市場は、マルチチャネル流通網の出現と、廃棄物を最小限に抑えるためのグリーンイニシアティブと持続可能性への関心の高まりにより成長すると予測されています。

"予測期間中、ハードウェア分野が最大の市場規模を記録"
ハードウェア・セグメントには、無線周波数識別システム、センサー・ネットワーク、リアルタイム・ロケーション・システム、自動誘導車、自律移動ロボット、コンベア・システム、その他のハードウェア（ルーター、スイッチ、アクセス・ポイント）が含まれます。倉庫業務を最適化するためのIoT、センサー、AI技術に対するユーザーの需要の高まりは、ベンダーがスマート倉庫ハードウェアを開発することに影響を与えています。スマート倉庫ソリューションは、倉庫管理者が商品の種類や使用状況に基づいてリアルタイムで商品を監視・追跡するのに役立ちます。

"業種別では、ヘルスケア＆ライフサイエンス分野が予測期間中に最も速いCAGRの伸びを記録"
ヘルスケア流通エコシステムでは、情報の継続的な共有と各プロセスの可視化が効率的な倉庫管理の決定要因です。スマート倉庫は、ヘルスケア産業における物流活動の明確な可視化を可能にし、医薬品や医療機器の適切な追跡を可能にします。さらに、小ロットサイズ、医薬品の短い保存期間、清潔な保管と管理された環境条件の必要性が、ヘルスケア産業における自動倉庫の成長を促進する主な要因となっています。大手ヘルスケアおよびライフサイエンス企業は、品質管理、安全対策、医薬品の有効期限の追跡など、重要な倉庫管理業務を遂行するためにスマート倉庫ソリューションを使用しています。

"予測期間中、大規模倉庫が最大の市場規模を目撃する"
大型倉庫向けのスマート倉庫市場は、いくつかの魅力的な要因によって大きな成長を遂げています。大規模倉庫は、多くの場合、大手小売業者や電子商取引大手の物流センターとして機能しており、膨大な在庫を管理し、複雑な物流業務を合理化するために、洗練されたソフトウェア・ソリューションを必要としています。主な成長要因の1つは、迅速かつ正確な注文処理に対する需要の高まりに対応するため、自動化と拡張性がますます重視されるようになっていることです。

主な内訳
最高経営責任者（CEO）、イノベーション・技術責任者、システムインテグレーター、スマート倉庫市場で事業を展開する様々な主要組織の幹部に対して詳細なインタビューを実施しました。

 企業別：ティアI：38%、ティアII：50%、ティアIII：12%
 役職別 Cレベルエグゼクティブ：35%, D-レベルエグゼクティブ：40%、マネージャー：25%
 地域別北米：40％、欧州：30％、アジア太平洋地域：20％、中東・アフリカ：5％、ラテンアメリカ：5%

本レポートには、スマート倉庫ソリューションを提供する主要企業の調査も含まれています。スマート倉庫市場の主要ベンダーのプロファイルを掲載しています。スマート倉庫市場の主要企業には、Manhattan Associates (US), Korber (Germany), Oracle (US), SAP (Germany), Tecsys (Canada), PSI Logistics (Germany), PTC (US), Reply (Italy), Infor (US), IBM (US), Blue Yonder (US), Generix Group (France), Microlistics (Australia), ABB (Switzerland), Microsoft (US), Epicor (US), Made4net (US), Mantis (US), Softeon (US), Synergy Logistics (US), E2open (US), Vinculum (India), Mecalux (Spain), SSI Schaefer (US), WareIQ (India), Foysonis (India), Increff (India), Locus Robotics (US), ShipHero (US), Cin7 (US), EasyEcom (India), Unicommerce (India), and IAM Robotics (US)などがあります。

調査範囲
スマート倉庫市場の調査には、広範な二次情報源、ディレクトリ、ジャーナル、有料データベースを使用しました。一次情報源は、主に基幹産業および関連産業の業界専門家、優先的なスマート倉庫プロバイダー、サードパーティサービスプロバイダー、コンサルティングサービスプロバイダー、エンドユーザー、およびその他の営利企業です。重要な定性的・定量的情報を入手・検証し、市場の将来性を評価するために、主要な業界関係者や主題専門家を含む様々な主要回答者との綿密なインタビューを実施しました。

レポート購入の主な利点
本レポートは、スマート倉庫市場全体とそのサブセグメントにおける収益数の最も近い近似値に関する情報を、同市場の市場リーダー／新規参入者に提供します。本レポートは、利害関係者が競争状況を理解し、自社のビジネスを位置付け、適切な市場参入戦略を計画するためのより良い洞察を得るのに役立ちます。また、利害関係者が市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供します。

本レポートでは、以下のポイントに関する洞察を提供しています：
- 主な促進要因（物品の迅速かつ効率的な管理のためのスマートフォンの普及、マルチチャンネル流通ネットワークの出現、サプライチェーンネットワークのダイナミックな性質とグローバル化、廃棄物を最小限に抑えるためのグリーンイニシアティブと持続可能性への注目の高まり）、阻害要因（断片化されたサプライチェーンと物流業界における統一されたガバナンス基準の欠如、データセキュリティとプライバシーの懸念）、機会（倉庫作業を合理化するためのARとVR技術の出現、Warehouse 4.0への注目）の分析。より効率的で安全な倉庫のためのWarehouse 4.0への注力、倉庫自動化のための自動運転車とロボット工学の進歩）、および課題（小規模産業におけるスマート倉庫の利点に関する認識不足、高額な設備投資によるスマート倉庫ソリューションの採用の遅れ、中小企業にとっての高額な導入コストとメンテナンスコスト）について分析しています。
- 製品開発／イノベーション：スマート倉庫市場における今後の技術、研究開発活動、新製品・サービス発表に関する詳細な洞察を提供します。
- 市場開発：有利な市場に関する包括的情報 - 当レポートでは、さまざまな地域のスマート倉庫市場を分析しています。
- 市場の多様化：スマート倉庫市場における新製品＆サービス、未開拓地域、最近の開発、投資に関する詳細情報を提供します。
- 競合評価：Manhattan Associates (US), Korber (Germany), Oracle (US), SAP (Germany), Tecsys (Canada), PSI Logistics (Germany), PTC (US), Reply (Italy), Infor (US), IBM (US), Blue Yonder (US)など、スマート倉庫市場戦略における主要企業の市場シェア、成長戦略、サービス内容を詳細に評価しています。また、本レポートは、関係者がスマート倉庫市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。

1 イントロダクション
2 調査方法
3 エグゼクティブサマリー
4 プレミアムインサイト
5 市場概要・産業動向
6 スマート倉庫の世界市場：オファリング別
7 スマート倉庫の世界市場：技術別
8 スマート倉庫の世界市場：用途別
9 スマート倉庫の世界市場：倉庫規模別
10 スマート倉庫の世界市場：産業別
11 スマート倉庫の世界市場：地域別
12 競争状況
13 企業情報
14 隣接・関連市場
15 付録

❖ レポートの目次 ❖

1 INTRODUCTION 47
1.1 STUDY OBJECTIVES 47
1.2 MARKET DEFINITION 47
1.2.1 INCLUSIONS AND EXCLUSIONS 48
1.3 MARKET SCOPE 49
1.3.1 MARKET SEGMENTATION 49
1.3.2 REGIONS COVERED 50
1.3.3 YEARS CONSIDERED 50
1.4 CURRENCY CONSIDERED 50
1.5 STAKEHOLDERS 51
1.6 SUMMARY OF CHANGES 51
1.6.1 IMPACT OF RECESSION 51
2 RESEARCH METHODOLOGY 52
2.1 RESEARCH DATA 52
FIGURE 1 SMART WAREHOUSING MARKET: RESEARCH DESIGN 52
2.1.1 SECONDARY DATA 53
2.1.2 PRIMARY DATA 53
TABLE 1 PRIMARY INTERVIEWS 53
2.1.2.1 Breakup of primary profiles 54
2.1.2.2 Key industry insights 54
2.2 MARKET BREAKUP AND DATA TRIANGULATION 55
FIGURE 2 DATA TRIANGULATION 55
2.3 MARKET SIZE ESTIMATION 56
FIGURE 3 SMART WAREHOUSING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 56
2.3.1 TOP-DOWN APPROACH 56
2.3.2 BOTTOM-UP APPROACH 57
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE FROM SOLUTIONS/SERVICES OF SMART WAREHOUSING MARKET 57
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF SMART WAREHOUSING MARKET 58
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF SMART WAREHOUSING MARKET 59
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP (DEMAND SIDE): SHARE OF SMART WAREHOUSING MARKET THROUGH OVERALL SMART WAREHOUSING SPENDING 59
2.4 MARKET FORECAST 60
TABLE 2 FACTOR ANALYSIS 60

2.5 RESEARCH ASSUMPTIONS 61
2.6 LIMITATIONS 63
2.7 IMPLICATIONS OF RECESSION ON SMART WAREHOUSING MARKET 63
TABLE 3 IMPACT OF RECESSION ON GLOBAL SMART WAREHOUSING MARKET 64
3 EXECUTIVE SUMMARY 65
TABLE 4 GLOBAL SMART WAREHOUSING MARKET SIZE AND GROWTH RATE, 2017–2022 (USD MILLION, Y-O-Y %) 66
TABLE 5 GLOBAL SMART WAREHOUSING MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y %) 67
FIGURE 8 HARDWARE SEGMENT TO DOMINATE MARKET IN 2023 67
FIGURE 9 WMS SOFTWARE TO HOLD LARGEST MARKET SHARE IN 2023 67
FIGURE 10 RTLS SEGMENT TO LEAD MARKET IN 2023 68
FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2023 68
FIGURE 12 SUPPORT AND MAINTENANCE SERVICES SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023 68
FIGURE 13 ON-PREMISES SEGMENT TO LEAD MARKET IN 2023 69
FIGURE 14 ROBOTICS AND AUTOMATION TECHNOLOGY SEGMENT TO HOLD LARGEST MARKET SHARE IN 2023 69
FIGURE 15 INVENTORY MANAGEMENT SEGMENT TO DOMINATE MARKET IN 2023 69
FIGURE 16 LARGE WAREHOUSE SEGMENT TO DOMINATE MARKET IN 2023 70
FIGURE 17 HEALTHCARE AND LIFE SCIENCES SEGMENT TO RECORD HIGHEST GROWTH IN 2023 70
FIGURE 18 ASIA PACIFIC TO RECORD HIGHEST CAGR IN 2023 71
4 PREMIUM INSIGHTS 72
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN SMART WAREHOUSING MARKET 72
FIGURE 19 RISING FOCUS ON GREEN INITIATIVES AND SUSTAINABILITY TO DRIVE MARKET GROWTH 72
4.2 OVERVIEW OF RECESSION IMPACT ON GLOBAL SMART WAREHOUSING MARKET 73
FIGURE 20 SMART WAREHOUSING MARKET TO WITNESS MINOR DECLINE IN Y-O-Y GROWTH IN 2023 73
4.3 SMART WAREHOUSING MARKET: TOP THREE APPLICATIONS 73
FIGURE 21 PREDICTIVE ANALYTICS SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 73
4.4 NORTH AMERICA: SMART WAREHOUSING MARKET, BY OFFERING AND TOP THREE VERTICALS 74
FIGURE 22 HARDWARE SEGMENT AND TRANSPORTATION AND LOGISTICS VERTICAL TO HOLD LARGEST SHARES OF NORTH AMERICAN MARKET IN 2023 74
4.5 SMART WAREHOUSING MARKET: BY REGION 74
FIGURE 23 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2023 74

5 MARKET OVERVIEW AND INDUSTRY TRENDS 75
5.1 INTRODUCTION 75
5.2 MARKET DYNAMICS 76
FIGURE 24 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: SMART WAREHOUSING MARKET 76
5.2.1 DRIVERS 76
5.2.1.1 Rising focus on green initiatives and sustainability to minimize waste 76
5.2.1.2 Proliferation of smartphones for faster and efficient management of goods 77
5.2.1.3 Emergence of multi-channel distribution networks 77
5.2.1.4 Dynamic nature and globalization of supply chain networks 78
5.2.2 RESTRAINTS 78
5.2.2.1 Lack of uniform governance standards in fragmented logistics industry 78
5.2.2.2 Data security and privacy concerns 78
5.2.3 OPPORTUNITIES 79
5.2.3.1 Adoption of AR and VR technologies to streamline warehouse operations 79
5.2.3.2 Rising focus on Warehouse 4.0 to reduce operating costs 79
5.2.3.3 Advancements in self-driving vehicles and robotics 79
5.2.4 CHALLENGES 80
5.2.4.1 Lack of awareness among small-scale industries 80
5.2.4.2 High implementation and maintenance costs for SMEs 80
5.3 BRIEF HISTORY OF SMART WAREHOUSING 81
FIGURE 25 EVOLUTION OF SMART WAREHOUSING MARKET 81
5.4 ARCHITECTURE: SMART WAREHOUSING MARKET 82
FIGURE 26 SMART WAREHOUSING MARKET ARCHITECTURE 82
5.5 CASE STUDY ANALYSIS 84
5.5.1 TRANSPORTATION & LOGISTICS 84
5.5.1.1 Americold deploys Blue Yonder WMS to modernize warehouse environment 84
5.5.1.2 Automated warehouse solutions from Körber help Pharmalog deal with high order volume 84
5.5.1.3 Locus assists BigBasket to achieve 99.5% on-time delivery for 10 million customers 85
5.5.1.4 FM Logistic Russia chooses Generix SaaS-based WMS to improve operational efficiency 85
5.5.2 HEALTHCARE & LIFE SCIENCES 86
5.5.2.1 Sanford Health improves patient care and safety with Tecsys software 86
5.5.2.2 Tecsys WMS solution helps NMHS achieve annual savings of USD 8 million 86
5.5.2.3 Drogaria Araujo opts for Körber’s WMS to increase stock traceability 87

5.5.3 MANUFACTURING 87
5.5.3.1 Etilux Group implements Körber’s WMS to streamline inventory 87
5.5.3.2 Epicor Kinetic helps Finnish manufacturer focus on international growth 87
5.5.3.3 SOLOCHAIN streamlines Marucci Sports’ warehouse process 88
5.5.4 FOOD & BEVERAGES 89
5.5.4.1 Generix WMS enables Lactalis Spain to pilot different types of warehouses 89
5.5.4.2 Dutch food company relies on ABB robots to optimize delivery process 89
5.5.4.3 EasyEcom helps Paper Boat improve order processing 89
5.5.5 RETAIL & ECOMMERCE 90
5.5.5.1 Körber WMS helps Adore Beauty keep up with growing sales 90
5.5.5.2 Eventyrsport deploys Tecsys’ Omni WMS to manage growing inventory 91
5.5.5.3 Conforama uses Generix WMS to increase warehouse production capacity 91
5.5.6 ENERGY & UTILITIES 91
5.5.6.1 Körber WMS helps GRTgaz configure personalized strategies 91
5.5.6.2 Puget Sound Energy successfully implements SAP Extended Warehouse Management Application 92
5.5.7 AUTOMOTIVE 92
5.5.7.1 Mitsubishi deploys Körber WMS to address challenges of manual warehouse operations 92
5.5.7.2 Click Reply solution allows Dana Italia to speed up warehouse processes 93
5.5.8 AGRICULTURE 93
5.5.8.1 Thai Agro Exchange Co. opts for Körber solutions to serve wholesale clients better 93
5.6 TARIFF AND REGULATORY LANDSCAPE 94
5.6.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 94
5.6.2 NORTH AMERICA 94
TABLE 6 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 94
5.6.3 EUROPE 96
TABLE 7 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96
5.6.4 ASIA PACIFIC 96
TABLE 8 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 96
5.6.5 MIDDLE EAST & AFRICA 97
TABLE 9 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 97
5.6.6 LATIN AMERICA 97
TABLE 10 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 97
5.7 ECOSYSTEM/MARKET MAP 98
TABLE 11 SMART WAREHOUSING MARKET: SUPPLY CHAIN ANALYSIS 98
FIGURE 27 SMART WAREHOUSING MARKET: ECOSYSTEM 99
5.8 PATENT ANALYSIS 100
5.8.1 METHODOLOGY 100
5.8.2 PATENTS FILED, BY DOCUMENT TYPE 100
TABLE 12 PATENTS FILED, 2013–2023 100
5.8.3 INNOVATION AND PATENT APPLICATIONS 100
FIGURE 28 TOTAL NUMBER OF PATENTS GRANTED, 2013–2023 100
5.8.3.1 Top applicants 101
FIGURE 29 TOP TEN PATENT APPLICANTS, 2013–2023 101
TABLE 13 TOP 20 PATENT OWNERS IN SMART WAREHOUSING MARKET, 2013–2023 101
TABLE 14 PATENTS IN SMART WAREHOUSING MARKET, 2023 102
FIGURE 30 REGIONAL ANALYSIS OF PATENTS GRANTED FOR SMART WAREHOUSING MARKET, 2023 105
5.9 SUPPLY CHAIN ANALYSIS 105
FIGURE 31 SMART WAREHOUSING MARKET: SUPPLY CHAIN ANALYSIS 105
5.10 FUTURE DIRECTION OF SMART WAREHOUSING MARKET LANDSCAPE 106
FIGURE 32 SMART WAREHOUSING ROADMAP UNTIL 2030 106
5.11 PRICING ANALYSIS 107
5.11.1 AVERAGE SELLING PRICE OF KEY COMPANIES 107
FIGURE 33 AVERAGE SELLING PRICE OF KEY COMPANIES 107
5.11.2 INDICATIVE PRICING ANALYSIS 107
TABLE 15 AVERAGE SELLING PRICE ANALYSIS, BY OFFERING 108
5.12 TRENDS AND DISRUPTIONS IMPACTING BUYERS/CLIENTS’ BUSINESSES 108
FIGURE 34 SMART WAREHOUSING MARKET: TRENDS AND DISRUPTIONS IMPACTING BUYERS/CLIENTS’ BUSINESSES 108
5.13 PORTER’S FIVE FORCES ANALYSIS 109
FIGURE 35 SMART WAREHOUSING MARKET: PORTER’S FIVE FORCES ANALYSIS 109
5.13.1 THREAT OF NEW ENTRANTS 110
5.13.2 THREAT OF SUBSTITUTES 110
5.13.3 BARGAINING POWER OF SUPPLIERS 110
5.13.4 BARGAINING POWER OF BUYERS 110
5.13.5 INTENSITY OF COMPETITIVE RIVALRY 110
5.14 KEY CONFERENCES AND EVENTS, 2023–2024 111
TABLE 16 CONFERENCES AND EVENTS, 2023–2024 111
5.15 KEY STAKEHOLDERS AND BUYING CRITERIA 112
5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS 112
FIGURE 36 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 112
TABLE 17 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 112

5.15.2 BUYING CRITERIA 112
FIGURE 37 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 112
TABLE 18 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 113
5.16 TECHNOLOGY ANALYSIS 113
5.16.1 KEY TECHNOLOGY 113
5.16.1.1 Artificial Intelligence and Machine Learning (AI and ML) 113
5.16.1.2 IoT 114
5.16.1.3 Predictive Analytics 114
5.16.2 ADJACENT TECHNOLOGY 114
5.16.2.1 Blockchain 114
5.16.2.2 Cloud Computing 114
5.16.2.3 AR/VR 115
5.16.2.4 Digital Twins 115
5.17 BUSINESS MODEL ANALYSIS 115
5.17.1 SUPPLY SIDE 115
5.17.2 DEMAND SIDE 116
5.18 HS CODES (ALTERNATIVE TO TRADE ANALYSIS) 117
5.18.1 EXPORT SCENARIO 117
TABLE 19 EXPORT DATA, BY COUNTRY, 2020-2022 (USD MILLION) 117
5.18.2 IMPORT SCENARIO 118
TABLE 20 IMPORT DATA, BY COUNTRY, 2020-2022 (USD MILLION) 118
6 SMART WAREHOUSING MARKET, BY OFFERING 119
6.1 INTRODUCTION 120
6.1.1 DRIVERS: SMART WAREHOUSING MARKET, BY OFFERING 120
FIGURE 38 SMART WAREHOUSING SERVICES TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 120
TABLE 21 SMART WAREHOUSING MARKET, BY OFFERING, 2017–2022 (USD MILLION) 121
TABLE 22 SMART WAREHOUSING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 121
6.2 HARDWARE 121
FIGURE 39 CONVEYOR SYSTEMS SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 121
TABLE 23 HARDWARE: SMART WAREHOUSING MARKET, BY TYPE, 2017–2022 (USD MILLION) 122
TABLE 24 HARDWARE: SMART WAREHOUSING MARKET, BY TYPE, 2023–2028 (USD MILLION) 122
TABLE 25 HARDWARE: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 122
TABLE 26 HARDWARE: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 123
6.2.1 RADIO FREQUENCY IDENTIFICATION SYSTEMS (RFID) 123
TABLE 27 RFID SYSTEMS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 123
TABLE 28 RFID SYSTEMS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 123
6.2.1.1 Passive RFID 124
6.2.1.1.1 Growing usage due to affordability to drive market 124
6.2.1.2 Active RFID 124
6.2.1.2.1 Increasing adoption of Internet of Things (IoT) to boost demand 124
6.2.2 SENSOR NETWORKS 124
TABLE 29 SENSOR NETWORKS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 124
TABLE 30 SENSOR NETWORKS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 125
6.2.2.1 Environmental Sensors 125
6.2.2.1.1 Growing focus on sustainability to drive demand 125
6.2.2.2 Motion Sensors 125
6.2.2.2.1 Ability to enhance operational efficiency to boost demand 125
6.2.2.3 Proximity Sensors 126
6.2.2.3.1 Rising adoption to reduce energy consumption to drive market 126
6.2.3 REAL-TIME LOCATION SYSTEMS (RTLS) 126
TABLE 31 RTLS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 126
TABLE 32 RTLS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 126
6.2.3.1 Indoor RTLS 127
6.2.3.1.1 Growing need for precise tracking to fuel market 127
6.2.3.2 Outdoor RTLS 127
6.2.3.2.1 Ability to provide end-to-end visibility to drive demand 127
6.2.3.3 Ultra-Wideband (UWB) RTLS 127
6.2.3.3.1 Need for high precision levels to boost market 127
6.2.4 AUTOMATED GUIDED VEHICLES (AGV) 127
TABLE 33 AGV: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 128
TABLE 34 AGV: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 128
6.2.4.1 AGV for Material Handling 128
6.2.4.1.1 Demand for seamless material handling to fuel market 128
6.2.4.2 AGV for Picking 128
6.2.4.2.1 Need to accelerate order fulfillment to drive market 128
6.2.4.3 AGV for Sorting 129
6.2.4.3.1 Growth of omnichannel retailing to fuel demand 129
6.2.5 AUTONOMOUS MOBILE ROBOTS (AMR) 129
TABLE 35 AMR: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 129
TABLE 36 AMR: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 129

6.2.5.1 AMR for Inventory Scanning 130
6.2.5.1.1 Need for greater efficiency in inventory management to drive market 130
6.2.5.2 AMR for Order Fulfillment 130
6.2.5.2.1 Booming e-commerce industry to propel market growth 130
6.2.5.3 AMR for Material Handling 130
6.2.5.3.1 Demand for faster delivery times to boost market 130
6.2.6 CONVEYOR SYSTEMS 130
TABLE 37 CONVEYOR SYSTEMS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 131
TABLE 38 CONVEYOR SYSTEMS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 131
6.2.6.1 Belt Conveyors 131
6.2.6.1.1 Demand for quicker material handling to drive market 131
6.2.6.2 Roller Conveyors 131
6.2.6.2.1 High versatility to boost demand 131
6.2.6.3 Slat Conveyors 132
6.2.6.3.1 Suitability to harsh environments to drive demand 132
6.2.7 OTHER HARDWARE 132
TABLE 39 OTHER HARDWARE: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 132
TABLE 40 OTHER HARDWARE: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 133
6.3 SOFTWARE 133
FIGURE 40 INVENTORY MANAGEMENT SOFTWARE TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 133
TABLE 41 SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 134
TABLE 42 SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 134
TABLE 43 SOFTWARE: SMART WAREHOUSING MARKET, BY TYPE, 2017–2022 (USD MILLION) 134
TABLE 44 SOFTWARE: SMART WAREHOUSING MARKET, BY TYPE, 2023–2028 (USD MILLION) 135
6.3.1 WAREHOUSE MANAGEMENT SYSTEM (WMS) 135
6.3.1.1 Growth of e-commerce to drive market 135
TABLE 45 WMS: SMART WARE HOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 135
TABLE 46 WMS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 136
6.3.2 INVENTORY MANAGEMENT SOFTWARE 136
6.3.2.1 Need to optimize inventory control and reduce operational costs to drive demand 136
TABLE 47 INVENTORY MANAGEMENT SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 136
TABLE 48 INVENTORY MANAGEMENT SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 137
6.3.3 COLLABORATION AND COMMUNICATION TOOLS 137
6.3.3.1 Rising demand for seamless coordination to fuel market 137
TABLE 49 COLLABORATION AND COMMUNICATION TOOLS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 137
TABLE 50 COLLABORATION AND COMMUNICATION TOOLS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 138
6.3.4 SIMULATION AND MODELING SOFTWARE 138
6.3.4.1 Availability of cost-effective testing process to boost market 138
TABLE 51 SIMULATION AND MODELING SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 138
TABLE 52 SIMULATION AND MODELING SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 139
6.3.5 LABOR MANAGEMENT SOFTWARE (LMS) 139
6.3.5.1 Need to improve labor performance to drive market 139
TABLE 53 LABOR MANAGEMENT SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 139
TABLE 54 LABOR MANAGEMENT SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 140
6.3.6 WAREHOUSE CONTROL SYSTEM (WCS) 140
6.3.6.1 Growing adoption of advanced technologies to fuel demand 140
TABLE 55 WCS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 140
TABLE 56 WCS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 141
6.3.7 OTHER SOFTWARE 141
TABLE 57 OTHER SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 141
TABLE 58 OTHER SOFTWARE: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 142
6.4 SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE 142
FIGURE 41 CLOUD DEPLOYMENT SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD 142
TABLE 59 SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 143
TABLE 60 SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 143
6.4.1 CLOUD 143
6.4.1.1 Easy scalability and cost-effectiveness to boost demand 143
TABLE 61 CLOUD: SMART WAREHOUSING SOFTWARE MARKET, BY REGION, 2017–2022 (USD MILLION) 143
TABLE 62 CLOUD: SMART WAREHOUSING SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 144
6.4.2 ON-PREMISES 144
6.4.2.1 Reduced security risk to drive adoption 144
TABLE 63 ON-PREMISES: SMART WAREHOUSING SOFTWARE MARKET, BY REGION, 2017–2022 (USD MILLION) 144
TABLE 64 ON-PREMISES: SMART WAREHOUSING SOFTWARE MARKET, BY REGION, 2023–2028 (USD MILLION) 145
6.5 SERVICES 145
FIGURE 42 MANAGED SERVICES SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD 145
TABLE 65 SERVICES: SMART WAREHOUSING MARKET, BY TYPE, 2017–2022 (USD MILLION) 146
TABLE 66 SMART WAREHOUSING SERVICES MARKET, BY TYPE, 2023–2028 (USD MILLION) 146
TABLE 67 SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 146
TABLE 68 SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 146
6.5.1 PROFESSIONAL SERVICES 147
FIGURE 43 SUPPORT & MAINTENANCE SERVICES TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 147
TABLE 69 PROFESSIONAL SERVICES: SMART WAREHOUSING MARKET, BY TYPE, 2017–2022 (USD MILLION) 147
TABLE 70 PROFESSIONAL SERVICES: SMART WAREHOUSING MARKET, BY TYPE, 2023–2028 (USD MILLION) 148
TABLE 71 PROFESSIONAL SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 148
TABLE 72 PROFESSIONAL SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 148
6.5.1.1 Training & Consulting 149
6.5.1.1.1 Rising need for specialized knowledge to fuel market 149
TABLE 73 TRAINING & CONSULTING SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 149
TABLE 74 TRAINING & CONSULTING SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 149
6.5.1.2 System Integration & Implementation 150
6.5.1.2.1 Need for seamless integration of solutions into IT environment to drive demand 150
TABLE 75 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 150
TABLE 76 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 150
6.5.1.3 Support & Maintenance 151
6.5.1.3.1 Requirement for regular maintenance and upgrades to boost market 151
TABLE 77 SUPPORT & MAINTENANCE SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 151
TABLE 78 SUPPORT & MAINTENANCE SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 151

6.5.2 MANAGED SERVICES 151
TABLE 79 MANAGED SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 152
TABLE 80 MANAGED SERVICES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 152
7 SMART WAREHOUSING MARKET, BY TECHNOLOGY 153
7.1 INTRODUCTION 154
7.1.1 DRIVERS: SMART WAREHOUSING MARKET, BY TECHNOLOGY 154
FIGURE 44 IOT SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 154
TABLE 81 SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 155
TABLE 82 SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 155
7.2 IOT 155
7.2.1 RISING NEED FOR IOT-POWERED PREDICTIVE MAINTENANCE TO DRIVE MARKET 155
TABLE 83 IOT: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 156
TABLE 84 IOT: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 156
7.3 ROBOTICS AND AUTOMATION 156
7.3.1 ABILITY TO IMPROVE OPERATIONAL EFFICIENCY TO DRIVE MARKET 156
TABLE 85 ROBOTICS AND AUTOMATION: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 157
TABLE 86 ROBOTICS AND AUTOMATION: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 157
7.4 AI AND ANALYTICS 157
7.4.1 SIGNIFICANT OPTIMIZATION OF INVENTORY MANAGEMENT TO BOOST DEMAND 157
TABLE 87 AI AND ANALYTICS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 158
TABLE 88 AI AND ANALYTICS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 158
7.5 NETWORKING AND COMMUNICATION 158
7.5.1 INCREASING DEMAND FOR CONNECTIVITY TO FUEL MARKET 158
TABLE 89 NETWORKING AND COMMUNICATION: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 159
TABLE 90 NETWORKING AND COMMUNICATION: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 159
7.6 AR AND VR 159
7.6.1 POTENTIAL TO IMPROVE WORKER PRODUCTIVITY TO BOOST DEMAND 159
TABLE 91 AR AND VR: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 160
TABLE 92 AR AND VR: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 160

7.7 OTHER TECHNOLOGIES 160
TABLE 93 OTHER TECHNOLOGIES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 161
TABLE 94 OTHER TECHNOLOGIES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 161
8 SMART WAREHOUSING MARKET, BY APPLICATION 162
8.1 INTRODUCTION 163
8.1.1 DRIVERS: SMART WAREHOUSING MARKET, BY APPLICATION 163
FIGURE 45 PREDICTIVE ANALYTICS APPLICATION TO RECORD HIGHEST GROWTH DURING FORECAST PERIOD 163
TABLE 95 SMART WAREHOUSING MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 164
TABLE 96 SMART WAREHOUSING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 164
8.2 INVENTORY MANAGEMENT 164
TABLE 97 INVENTORY MANAGEMENT: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 165
TABLE 98 INVENTORY MANAGEMENT: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 165
8.2.1 REAL-TIME INVENTORY TRACKING 165
8.2.1.1 Barcode Scanning 165
8.2.1.1.1 Increasing adoption of real-time scanning to drive market 165
8.2.1.2 RFID-based Tracking 166
8.2.1.2.1 Need for error-free workflows to boost market 166
8.2.1.3 GPS-based Tracking 166
8.2.1.3.1 Growing demand for end-to-end visibility and timely deliveries to fuel market 166
8.2.2 INVENTORY OPTIMIZATION 166
8.2.2.1 Dynamic Reordering 166
8.2.2.1.1 Need for just-in-time replenishment of goods to drive market 166
8.2.2.2 Safety Stock Management 167
8.2.2.2.1 Ability to prevent stockouts and supply chain disruptions to drive demand 167
8.2.2.3 Demand Sensing 167
8.2.2.3.1 Rising demand from retail industry to drive market growth 167
8.3 ORDER FULFILLMENT 167
TABLE 99 ORDER FULFILLMENT: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 167
TABLE 100 ORDER FULFILLMENT: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 168
8.3.1 PICKING AND PACKING AUTOMATION 168
8.3.1.1 Robotic Pickers 168
8.3.1.1.1 Need for faster order fulfillment to boost demand 168

8.3.1.2 Goods-to-Person Systems 168
8.3.1.2.1 Ability to increase storage density within warehouses to fuel demand 168
8.3.1.3 Collaborative Robots (Cobots) 169
8.3.1.3.1 Suitability to repetitive tasks to boost demand 169
8.3.2 ORDER ROUTING AND OPTIMIZATION 169
8.3.2.1 Route Planning Algorithms 169
8.3.2.1.1 Increasing demand for swift deliveries to drive adoption 169
8.3.2.2 Multi-channel Order Management 169
8.3.2.2.1 Rising popularity of omnichannel retailing to push demand 169
8.3.2.3 Dynamic Slotting 170
8.3.2.3.1 Need to adapt to changing product mixes to drive market 170
8.4 ASSET TRACKING 170
TABLE 101 ASSET TRACKING: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 170
TABLE 102 ASSET TRACKING: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 170
8.4.1 EQUIPMENT AND VEHICLE TRACKING 171
8.4.1.1 GPS Tracking 171
8.4.1.1.1 Rising demand for real-time visibility to boost market 171
8.4.1.2 Telematics Systems 171
8.4.1.2.1 Need for insights into vehicle performance and driver behavior to push demand 171
8.4.1.3 Condition Monitoring 171
8.4.1.3.1 Potential for continuous monitoring of equipment to drive market 171
8.4.2 PRODUCT AND PACKAGE TRACKING 172
8.4.2.1 RFID Tagging 172
8.4.2.1.1 Affordability and versatility to boost demand 172
8.4.2.2 Smart Packaging 172
8.4.2.2.1 Growing usage to reduce product spoilage to drive market 172
8.4.2.3 Blockchain-based Tracking 172
8.4.2.3.1 Need for transparency in food and pharmaceutical industries to encourage adoption 172
8.5 PREDICTIVE ANALYTICS 173
TABLE 103 PREDICTIVE ANALYTICS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 173
TABLE 104 PREDICTIVE ANALYTICS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 173
8.5.1 DEMAND FORECASTING MODELS 173
8.5.1.1 Machine Learning-based Forecasting 174
8.5.1.1.1 Ability to optimize inventory management to fuel demand 174
8.5.1.2 Time Series Analysis 174
8.5.1.2.1 Potential to facilitate predictive maintenance to encourage adoption 174
8.5.1.3 Bayesian Forecasting 174
8.5.1.3.1 Need for risk management and scenario planning to drive demand 174
8.5.2 PREDICTIVE MAINTENANCE 174
8.5.2.1 Sensor-based Predictive Maintenance 175
8.5.2.1.1 Ability to prevent costly breakdowns to propel demand 175
8.5.2.2 AI-driven Predictive Maintenance 175
8.5.2.2.1 Increasing adoption to predict equipment failures to drive market 175
8.5.2.3 Failure Mode and Effects Analysis (FMEA) 175
8.5.2.3.1 Growing need to address vulnerabilities to push adoption 175
8.6 OTHER APPLICATIONS 175
TABLE 105 OTHER APPLICATIONS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 176
TABLE 106 OTHER APPLICATIONS MARKET, BY REGION, 2023–2028 (USD MILLION) 176
9 SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE 177
9.1 INTRODUCTION 178
9.1.1 DRIVERS: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE 178
FIGURE 46 SMALL WAREHOUSES TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 178
TABLE 107 SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2017–2022 (USD MILLION) 179
TABLE 108 SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2023–2028 (USD MILLION) 179
9.2 SMALL 179
TABLE 109 SMALL WAREHOUSES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 179
TABLE 110 SMALL WAREHOUSES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 180
9.2.1 MICRO WAREHOUSES 180
9.2.1.1 Increasing demand for quicker last-mile delivery services to boost market 180
9.2.2 SMALL-SCALE DISTRIBUTION CENTERS 180
9.2.2.1 Potential to streamline logistics operations to drive market 180
9.3 MEDIUM 180
TABLE 111 MEDIUM WAREHOUSES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 181
TABLE 112 MEDIUM WAREHOUSES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 181
9.3.1 REGIONAL WAREHOUSES 181
9.3.1.1 Increasing demand for same-day deliveries to boost market 181
9.3.2 CROSS-DOCKING FACILITIES 181
9.3.2.1 Rising demand for speedy shipping to drive market growth 181

9.4 LARGE 182
TABLE 113 LARGE WAREHOUSES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 182
TABLE 114 LARGE WAREHOUSES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 182
9.4.1 NATIONAL DISTRIBUTION CENTERS 183
9.4.1.1 Demand for faster order fulfillment to fuel market 183
9.4.2 MEGA WAREHOUSES 183
9.4.2.1 Surge in e-commerce to create demand for mega storage spaces 183
10 SMART WAREHOUSING MARKET, BY VERTICAL 184
10.1 INTRODUCTION 185
10.1.1 DRIVERS: SMART WAREHOUSING MARKET, BY VERTICAL 185
FIGURE 47 HEALTHCARE AND LIFE SCIENCES VERTICAL TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD 185
TABLE 115 SMART WAREHOUSING MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 186
TABLE 116 SMART WAREHOUSING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 186
10.2 TRANSPORTATION AND LOGISTICS 186
TABLE 117 TRANSPORTATION AND LOGISTICS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 187
TABLE 118 TRANSPORTATION AND LOGISTICS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 187
10.2.1 THIRD-PARTY LOGISTICS (3PL) COMPANIES 187
10.2.1.1 Rising demand for e-commerce fulfillment services to spur market growth 187
10.2.2 FREIGHT FORWARDERS 188
10.2.2.1 Focus on sustainability and green logistics to drive market 188
10.2.3 LAST-MILE DELIVERY PROVIDERS 188
10.2.3.1 Rising demand for same-day deliveries to propel demand 188
10.3 MANUFACTURING 188
TABLE 119 MANUFACTURING: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 189
TABLE 120 MANUFACTURING: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 189
10.3.1 DISCRETE 189
10.3.1.1 Shift toward cloud-based smart warehousing solutions to drive market 189
10.3.2 PROCESS 190
10.3.2.1 Need to improve operational efficiency and meet regulatory requirements to boost demand 190
10.4 HEALTHCARE AND LIFE SCIENCES 190
TABLE 121 HEALTHCARE AND LIFE SCIENCES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 190
TABLE 122 HEALTHCARE AND LIFE SCIENCES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 191

10.4.1 PHARMACEUTICAL WAREHOUSING 191
10.4.1.1 Pressure to optimize supply chains to drive demand 191
10.4.2 MEDICAL DEVICE WAREHOUSING 191
10.4.2.1 Demand for agile and responsive supply chains to fuel market 191
10.4.3 HOSPITAL SUPPLY CHAIN MANAGEMENT 191
10.4.3.1 Focus on cost-effective healthcare delivery to boost adoption 191
10.5 FOOD AND BEVERAGES 192
TABLE 123 FOOD AND BEVERAGES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 192
TABLE 124 FOOD AND BEVERAGES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 192
10.5.1 COLD CHAIN LOGISTICS 193
10.5.1.1 Potential to reduce risk of human error to drive demand 193
10.5.2 NON-PERISHABLE LOGISTICS 193
10.5.2.1 E-commerce boom to encourage adoption 193
10.6 RETAIL AND E-COMMERCE 193
TABLE 125 RETAIL AND E-COMMERCE: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 194
TABLE 126 RETAIL AND E-COMMERCE: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 194
10.6.1 BRICK AND MORTAR RETAIL 194
10.6.2 E-COMMERCE RETAIL 194
10.6.2.1 Online Marketplaces 195
10.6.2.1.1 Need for increased efficiency and sustainability to drive market 195
10.6.2.2 Direct-to-Consumer (DTC) Brands 195
10.6.2.2.1 Growing demand for customization to drive market 195
10.7 ENERGY AND UTILITIES 195
TABLE 127 ENERGY AND UTILITIES: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 195
TABLE 128 ENERGY AND UTILITIES: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 196
10.7.1 OIL AND GAS 196
10.7.1.1 Potential to facilitate predictive maintenance to drive demand 196
10.7.2 RENEWABLE ENERGY 196
10.7.2.1 Need for efficient storage facilities to fuel demand 196
10.7.3 UTILITIES 196
10.7.3.1 Requirement for real-time monitoring to encourage adoption 196
10.7.4 MINING AND RESOURCES 197
10.7.4.1 Ability to monitor environmental conditions and ensure worker safety to drive demand 197

10.8 AGRICULTURE 197
TABLE 129 AGRICULTURE: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 197
TABLE 130 AGRICULTURE: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 197
10.9 OTHER VERTICALS 198
TABLE 131 OTHER VERTICALS: SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 198
TABLE 132 OTHER VERTICALS: SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 198
11 SMART WAREHOUSING MARKET, BY REGION 199
11.1 INTRODUCTION 200
FIGURE 48 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 200
FIGURE 49 INDIA TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD 200
TABLE 133 SMART WAREHOUSING MARKET, BY REGION, 2017–2022 (USD MILLION) 201
TABLE 134 SMART WAREHOUSING MARKET, BY REGION, 2023–2028 (USD MILLION) 201

11.2 NORTH AMERICA 201
11.2.1 NORTH AMERICA: SMART WAREHOUSING MARKET DRIVERS 202
11.2.2 NORTH AMERICA: RECESSION IMPACT 202
FIGURE 50 NORTH AMERICA: MARKET SNAPSHOT 203
TABLE 135 NORTH AMERICA: SMART WAREHOUSING MARKET, BY OFFERING, 2017–2022 (USD MILLION) 203
TABLE 136 NORTH AMERICA: SMART WAREHOUSING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 204
TABLE 137 NORTH AMERICA: SMART WAREHOUSING MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 204
TABLE 138 NORTH AMERICA: SMART WAREHOUSING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION) 204
TABLE 139 NORTH AMERICA: SMART WAREHOUSING MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 205
TABLE 140 NORTH AMERICA: SMART WAREHOUSING MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 205
TABLE 141 NORTH AMERICA: SMART WAREHOUSING MARKET, BY SERVICE, 2017–2022 (USD MILLION) 205
TABLE 142 NORTH AMERICA: SMART WAREHOUSING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 206
TABLE 143 NORTH AMERICA: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 206
TABLE 144 NORTH AMERICA: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 206
TABLE 145 NORTH AMERICA: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 206
TABLE 146 NORTH AMERICA: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 207
TABLE 147 NORTH AMERICA: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2017–2022 (USD MILLION) 207
TABLE 148 NORTH AMERICA: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2023–2028 (USD MILLION) 207
TABLE 149 NORTH AMERICA: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 208
TABLE 150 NORTH AMERICA: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 208
TABLE 151 NORTH AMERICA: SMART WAREHOUSING MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 208
TABLE 152 NORTH AMERICA: SMART WAREHOUSING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 209
TABLE 153 NORTH AMERICA: SMART WAREHOUSING MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 209
TABLE 154 NORTH AMERICA: SMART WAREHOUSING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 210
TABLE 155 NORTH AMERICA: SMART WAREHOUSING MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 210
TABLE 156 NORTH AMERICA: SMART WAREHOUSING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 210
11.2.3 US 211
11.2.3.1 Need for faster and more efficient supply chain operations to drive market 211
11.2.4 CANADA 211
11.2.4.1 Booming e-commerce industry to increase demand for smart warehousing 211
11.3 EUROPE 212
11.3.1 EUROPE: SMART WAREHOUSING MARKET DRIVERS 212
11.3.2 EUROPE: RECESSION IMPACT 212
TABLE 157 EUROPE: SMART WAREHOUSING MARKET, BY OFFERING, 2017–2022 (USD MILLION) 213
TABLE 158 EUROPE: SMART WAREHOUSING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 213
TABLE 159 EUROPE: SMART WAREHOUSING MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 213
TABLE 160 EUROPE: SMART WAREHOUSING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION) 214
TABLE 161 EUROPE: SMART WAREHOUSING MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 214
TABLE 162 EUROPE: SMART WAREHOUSING MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 214
TABLE 163 EUROPE: SMART WAREHOUSING MARKET, BY SERVICE, 2017–2022 (USD MILLION) 215
TABLE 164 EUROPE: SMART WAREHOUSING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 215
TABLE 165 EUROPE: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 215
TABLE 166 EUROPE: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 215
TABLE 167 EUROPE: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 216
TABLE 168 EUROPE: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 216
TABLE 169 EUROPE: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2017–2022 (USD MILLION) 216
TABLE 170 EUROPE: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2023–2028 (USD MILLION) 216
TABLE 171 EUROPE: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 217
TABLE 172 EUROPE: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 217
TABLE 173 EUROPE: SMART WAREHOUSING MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 217
TABLE 174 EUROPE: SMART WAREHOUSING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 218
TABLE 175 EUROPE: SMART WAREHOUSING MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 218
TABLE 176 EUROPE: SMART WAREHOUSING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 218
TABLE 177 EUROPE: SMART WAREHOUSING MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 219
TABLE 178 EUROPE: SMART WAREHOUSING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 219
11.3.3 UK 219
11.3.3.1 Increasing need for efficient order fulfillment solutions to drive market 219
11.3.4 GERMANY 220
11.3.4.1 Rising focus on automation in manufacturing and logistics to fuel market 220
11.3.5 FRANCE 220
11.3.5.1 Growing logistics and retail sectors to boost demand 220
11.3.6 SPAIN 220
11.3.6.1 Increasing adoption of AI & ML to boost market 220
11.3.7 ITALY 221
11.3.7.1 Emphasis on digital transformation in logistics sector to drive demand 221
11.3.8 REST OF EUROPE 221
11.4 ASIA PACIFIC 221
11.4.1 ASIA PACIFIC: SMART WAREHOUSING MARKET DRIVERS 222
11.4.2 ASIA PACIFIC: RECESSION IMPACT 222
FIGURE 51 ASIA PACIFIC: MARKET SNAPSHOT 223
TABLE 179 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY OFFERING, 2017–2022 (USD MILLION) 223
TABLE 180 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 224
TABLE 181 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 224
TABLE 182 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION) 224
TABLE 183 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 225
TABLE 184 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 225
TABLE 185 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY SERVICE, 2017–2022 (USD MILLION) 225
TABLE 186 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 226
TABLE 187 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 226
TABLE 188 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 226
TABLE 189 ASIA PACIFIC: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 226
TABLE 190 ASIA PACIFIC: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 227
TABLE 191 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2017–2022 (USD MILLION) 227
TABLE 192 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2023–2028 (USD MILLION) 227
TABLE 193 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 228
TABLE 194 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 228
TABLE 195 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 228
TABLE 196 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 229
TABLE 197 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 229
TABLE 198 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 229
TABLE 199 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY COUNTRY/REGION, 2017–2022 (USD MILLION) 230
TABLE 200 ASIA PACIFIC: SMART WAREHOUSING MARKET, BY COUNTRY/REGION, 2023–2028 (USD MILLION) 230
11.4.3 CHINA 230
11.4.3.1 Rising need for warehouse automation to drive market 230
11.4.4 JAPAN 231
11.4.4.1 Growing e-commerce industry to boost adoption of smart warehousing solutions 231
11.4.5 INDIA 231
11.4.5.1 Increasing need for faster delivery processes to drive market 231
11.4.6 SOUTH KOREA 231
11.4.6.1 Rapid integration of automation and robotics in warehouses to drive market 231
11.4.7 AUSTRALIA & NEW ZEALAND 232
11.4.7.1 Commitment to sustainability to encourage adoption of eco-friendly warehousing solutions 232
11.4.8 ASEAN COUNTRIES 232
11.4.8.1 Surge in adoption of smart warehousing to drive market 232
11.4.9 REST OF ASIA PACIFIC 233
11.5 MIDDLE EAST & AFRICA 233
11.5.1 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET DRIVERS 234
11.5.2 MIDDLE EAST & AFRICA: RECESSION IMPACT 234
TABLE 201 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY OFFERING, 2017–2022 (USD MILLION) 234
TABLE 202 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 234
TABLE 203 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 235
TABLE 204 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 235
TABLE 205 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 236
TABLE 206 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION) 236
TABLE 207 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY SERVICE, 2017–2022 (USD MILLION) 236
TABLE 208 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY SERVICES, 2023–2028 (USD MILLION) 237
TABLE 209 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 237
TABLE 210 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 237
TABLE 211 MIDDLE EAST & AFRICA: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 237
TABLE 212 MIDDLE EAST & AFRICA: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 238
TABLE 213 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2017–2022 (USD MILLION) 238
TABLE 214 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2023–2028 (USD MILLION) 238
TABLE 215 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 239
TABLE 216 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 239
TABLE 217 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 239
TABLE 218 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 240
TABLE 219 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 240
TABLE 220 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 241
TABLE 221 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 241
TABLE 222 MIDDLE EAST & AFRICA: SMART WAREHOUSING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 241
11.5.3 UAE 242
11.5.3.1 Government initiatives to boost market 242
11.5.4 SAUDI ARABIA 242
11.5.4.1 Investments in logistics infrastructure and digitalization to drive market growth 242
11.5.5 SOUTH AFRICA 242
11.5.5.1 Focus on improving logistics infrastructure to bolster demand 242
11.5.6 ISRAEL 243
11.5.6.1 Increasing use of AI-driven predictive analytics to drive market 243
11.5.7 REST OF MIDDLE EAST & AFRICA 243
11.6 LATIN AMERICA 243
11.6.1 LATIN AMERICA: SMART WAREHOUSING MARKET DRIVERS 244
11.6.2 LATIN AMERICA: RECESSION IMPACT 244
TABLE 223 LATIN AMERICA: SMART WAREHOUSING MARKET, BY OFFERING, 2017–2022 (USD MILLION) 244
TABLE 224 LATIN AMERICA: SMART WAREHOUSING MARKET, BY OFFERING, 2023–2028 (USD MILLION) 244
TABLE 225 LATIN AMERICA: SMART WAREHOUSING MARKET, BY SOFTWARE, 2017–2022 (USD MILLION) 245
TABLE 226 LATIN AMERICA: SMART WAREHOUSING MARKET, BY SOFTWARE, 2023–2028 (USD MILLION) 245
TABLE 227 LATIN AMERICA: SMART WAREHOUSING MARKET, BY HARDWARE, 2017–2022 (USD MILLION) 246
TABLE 228 LATIN AMERICA: SMART WAREHOUSING MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 246
TABLE 229 LATIN AMERICA: SMART WAREHOUSING MARKET, BY SERVICE, 2017–2022 (USD MILLION) 246
TABLE 230 LATIN AMERICA: SMART WAREHOUSING MARKET, BY SERVICE, 2023–2028 (USD MILLION) 247
TABLE 231 LATIN AMERICA: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION) 247
TABLE 232 LATIN AMERICA: SMART WAREHOUSING MARKET, BY PROFESSIONAL SERVICE, 2023–2028 (USD MILLION) 247
TABLE 233 LATIN AMERICA: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION) 247
TABLE 234 LATIN AMERICA: SMART WAREHOUSING SOFTWARE MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION) 248
TABLE 235 LATIN AMERICA: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2017–2022 (USD MILLION) 248
TABLE 236 LATIN AMERICA: SMART WAREHOUSING MARKET, BY WAREHOUSE SIZE, 2023–2028 (USD MILLION) 248
TABLE 237 LATIN AMERICA: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION) 249
TABLE 238 LATIN AMERICA: SMART WAREHOUSING MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 249
TABLE 239 LATIN AMERICA: SMART WAREHOUSING MARKET, BY APPLICATION, 2017–2022 (USD MILLION) 249
TABLE 240 LATIN AMERICA: SMART WAREHOUSING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 250
TABLE 241 LATIN AMERICA: SMART WAREHOUSING MARKET, BY VERTICAL, 2017–2022 (USD MILLION) 250
TABLE 242 LATIN AMERICA: SMART WAREHOUSING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 251
TABLE 243 LATIN AMERICA: SMART WAREHOUSING MARKET, BY COUNTRY, 2017–2022 (USD MILLION) 251
TABLE 244 LATIN AMERICA: SMART WAREHOUSING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 251
11.6.3 BRAZIL 252
11.6.3.1 Government initiatives to promote digital transformation to drive market 252
11.6.4 MEXICO 252
11.6.4.1 Demand from automotive and electronics sectors to fuel market 252
11.6.5 ARGENTINA 252
11.6.5.1 Need to improve supply chain efficiency to bolster demand 252
11.6.6 REST OF LATIN AMERICA 253
12 COMPETITIVE LANDSCAPE 254
12.1 OVERVIEW 254
12.2 STRATEGIES ADOPTED BY KEY PLAYERS 254
TABLE 245 OVERVIEW OF STRATEGIES ADOPTED BY KEY SMART WAREHOUSING VENDORS 254
12.3 BUSINESS SEGMENT REVENUE ANALYSIS 256
12.3.1 BUSINESS SEGMENT REVENUE ANALYSIS 257
FIGURE 52 BUSINESS SEGMENT REVENUE ANALYSIS, 2020-2022 (USD BILLION) 257
TABLE 246 SMART WAREHOUSING MARKET: BUSINESS SEGMENT REVENUE ANALYSIS 257
12.4 MARKET SHARE ANALYSIS 258
FIGURE 53 MARKET SHARE ANALYSIS FOR KEY COMPANIES, 2022 258
TABLE 247 SMART WAREHOUSING MARKET: DEGREE OF COMPETITION 258
12.5 COMPANY EVALUATION MATRIX, 2022 259
12.5.1 STARS 259
12.5.2 EMERGING LEADERS 259
12.5.3 PERVASIVE PLAYERS 259
12.5.4 PARTICIPANTS 259
FIGURE 54 COMPANY EVALUATION MATRIX (KEY PLAYERS), 2022 260

12.5.5 COMPANY FOOTPRINT 261
TABLE 248 OVERALL PRODUCT FOOTPRINT ANALYSIS (KEY PLAYERS), 2022 261
TABLE 249 OVERALL PRODUCT FOOTPRINT ANALYSIS (OTHER KEY PLAYERS), 2022 262
12.6 STARTUP/SME EVALUATION MATRIX 263
12.6.1 PROGRESSIVE COMPANIES 263
12.6.2 RESPONSIVE COMPANIES 263
12.6.3 DYNAMIC COMPANIES 263
12.6.4 STARTING BLOCKS 263
FIGURE 55 COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2022 264
12.6.5 COMPETITIVE BENCHMARKING 265
TABLE 250 KEY STARTUPS/SMES 265
TABLE 251 PRODUCT FOOTPRINT ANALYSIS OF STARTUPS/SMES, 2022 266
12.7 BRAND/PRODUCT COMPARATIVE ANALYSIS 266
12.7.1 COMPARATIVE ANALYSIS OF SMART WAREHOUSING PRODUCTS 266
TABLE 252 COMPARATIVE ANALYSIS OF TRENDING SMART WAREHOUSING PRODUCTS 266
TABLE 253 COMPARATIVE ANALYSIS OF OTHER KEY SMART WAREHOUSING PRODUCTS 267
12.8 VALUATION AND FINANCIAL METRICS OF KEY SMART WAREHOUSING VENDORS 268
FIGURE 56 FINANCIAL METRICS OF KEY SMART WAREHOUSING VENDORS 268
FIGURE 57 YTD PRICE TOTAL RETURN AND STOCK BETA OF KEY SMART WAREHOUSING VENDORS 268
12.9 COMPETITIVE SCENARIO AND TRENDS 269
12.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS 269
TABLE 254 PRODUCT LAUNCHES AND ENHANCEMENTS, 2022–2023 269
12.9.2 DEALS 270
TABLE 255 DEALS, 2021–2023 270
13 COMPANY PROFILES 273
(Business overview, Products/Solutions/Services offered, Recent Developments, MNM view)*
13.1 INTRODUCTION 273
13.2 KEY PLAYERS 273
13.2.1 MANHATTAN ASSOCIATES 273
TABLE 256 MANHATTAN ASSOCIATES: BUSINESS OVERVIEW 273
FIGURE 58 MANHATTAN ASSOCIATES: COMPANY SNAPSHOT 274
TABLE 257 MANHATTAN ASSOCIATES: PRODUCTS/SOLUTIONS/SERVICES OFFERED 274
TABLE 258 MANHATTAN ASSOCIATES: PRODUCT LAUNCHES AND ENHANCEMENTS 275
TABLE 259 MANHATTAN ASSOCIATES: DEALS 275
13.2.2 KÖRBER 277
TABLE 260 KÖRBER: BUSINESS OVERVIEW 277
TABLE 261 KÖRBER: PRODUCTS/SOLUTIONS/SERVICES OFFERED 277
TABLE 262 KÖRBER: DEALS 278

13.2.3 ORACLE 280
TABLE 263 ORACLE: BUSINESS OVERVIEW 280
FIGURE 59 ORACLE: COMPANY SNAPSHOT 281
TABLE 264 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 281
TABLE 265 ORACLE: DEALS 282
13.2.4 SAP 283
TABLE 266 SAP: BUSINESS OVERVIEW 283
FIGURE 60 SAP: COMPANY SNAPSHOT 284
TABLE 267 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 284
TABLE 268 SAP: DEALS 285
13.2.5 TECSYS 287
TABLE 269 TECSYS: BUSINESS OVERVIEW 287
FIGURE 61 TECSYS: COMPANY SNAPSHOT 288
TABLE 270 TECSYS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 288
TABLE 271 TECSYS: PRODUCT LAUNCHES AND ENHANCEMENTS 289
TABLE 272 TECSYS: DEALS 289
13.2.6 PSI LOGISTICS 291
TABLE 273 PSI LOGISTICS: BUSINESS OVERVIEW 291
FIGURE 62 PSI LOGISTICS: COMPANY SNAPSHOT 292
TABLE 274 PSI LOGISTICS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 292
TABLE 275 PSI LOGISTICS: DEALS 293
13.2.7 PTC 294
TABLE 276 PTC: BUSINESS OVERVIEW 294
FIGURE 63 PTC: COMPANY SNAPSHOT 295
TABLE 277 PTC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 295
TABLE 278 PTC: DEALS 296
13.2.8 REPLY 297
TABLE 279 REPLY: BUSINESS OVERVIEW 297
FIGURE 64 REPLY: COMPANY SNAPSHOT 298
TABLE 280 REPLY: PRODUCTS/SOLUTIONS/SERVICES OFFERED 299
13.2.9 INFOR 300
TABLE 281 INFOR: BUSINESS OVERVIEW 300
TABLE 282 INFOR: PRODUCTS/SOLUTIONS/SERVICES OFFERED 300
TABLE 283 INFOR: DEALS 301
13.2.10 IBM 302
TABLE 284 IBM: BUSINESS OVERVIEW 302
FIGURE 65 IBM: COMPANY SNAPSHOT 303
TABLE 285 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 303
TABLE 286 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 304
TABLE 287 IBM: DEALS 304

13.2.11 BLUE YONDER 305
TABLE 288 BLUE YONDER: BUSINESS OVERVIEW 305
TABLE 289 BLUE YONDER: PRODUCTS/SOLUTIONS/SERVICES OFFERED 305
TABLE 290 BLUE YONDER: DEALS 306
*Details on Business overview, Products/Solutions/Services offered, Recent Developments, MNM view might not be captured in case of unlisted companies.
13.3 OTHER KEY PLAYERS 307
13.3.1 GENERIX GROUP 307
13.3.2 MICROLISTICS 307
13.3.3 ABB 308
13.3.4 MICROSOFT 308
13.3.5 EPICOR 309
13.3.6 MADE4NET 309
13.3.7 MANTIS 310
13.3.8 SOFTEON 310
13.3.9 SYNERGY LOGISTICS 311
13.3.10 E2OPEN 311
13.3.11 VINCULUM 312
13.3.12 MECALUX 312
13.3.13 SSI SCHAEFER 313
13.4 STARTUP/SME PROFILES 313
13.4.1 WAREIQ 313
13.4.2 FOYSONIS 314
13.4.3 INCREFF 314
13.4.4 LOCUS ROBOTICS 315
13.4.5 SHIPHERO 315
13.4.6 CIN7 ORDERHIVE 316
13.4.7 EASYECOM 316
13.4.8 UNICOMMERCE 317
13.4.9 IAM ROBOTICS 317
13.4.10 LOGIWA 318
14 ADJACENT AND RELATED MARKETS 319
14.1 INTRODUCTION 319
14.2 LOGISTICS AUTOMATION MARKET - GLOBAL FORECAST TO 2028 319
14.2.1 MARKET DEFINITION 319
14.2.2 MARKET OVERVIEW 319
14.2.2.1 Logistics automation market, by component 319
TABLE 291 LOGISTICS AUTOMATION MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 320
TABLE 292 LOGISTICS AUTOMATION MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 320

14.2.2.2 Logistics automation market, by function 320
TABLE 293 LOGISTICS AUTOMATION MARKET, BY FUNCTION, 2018–2022 (USD MILLION) 320
TABLE 294 LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 320
14.2.2.3 Logistics automation market, by logistics type 321
TABLE 295 LOGISTICS AUTOMATION MARKET, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 321
TABLE 296 LOGISTICS AUTOMATION MARKET, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 321
14.2.2.4 Logistics automation market, by organization size 321
TABLE 297 LOGISTICS AUTOMATION MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 321
TABLE 298 LOGISTICS AUTOMATION MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 322
14.2.2.5 Logistics automation market, by vertical 322
TABLE 299 LOGISTICS AUTOMATION MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 322
TABLE 300 LOGISTICS AUTOMATION MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 323
14.2.2.6 Logistics automation market, by software application 323
TABLE 301 LOGISTICS AUTOMATION MARKET, BY SOFTWARE APPLICATION, 2018–2022 (USD MILLION) 323
TABLE 302 LOGISTICS AUTOMATION MARKET, BY SOFTWARE APPLICATION, 2023–2028 (USD MILLION) 324
14.2.2.7 Logistics automation market, by region 324
14.3 SUPPLY CHAIN ANALYTICS MARKET - GLOBAL FORECAST TO 2027 324
14.3.1 MARKET DEFINITION 324
14.3.2 MARKET OVERVIEW 324
14.3.2.1 Supply chain analytics market, by component 325
TABLE 303 SUPPLY CHAIN ANALYTICS MARKET, BY COMPONENT, 2016–2021 (USD MILLION) 325
TABLE 304 SUPPLY CHAIN ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 325
14.3.2.2 Supply chain analytics market, by service 325
TABLE 305 SUPPLY CHAIN ANALYTICS MARKET, BY SERVICE, 2016–2021 (USD MILLION) 326
TABLE 306 SUPPLY CHAIN ANALYTICS MARKET, BY SERVICE, 2022–2027 (USD MILLION) 326
14.3.2.3 Supply chain analytics market, by deployment mode 326
TABLE 307 SUPPLY CHAIN ANALYTICS MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION) 326
TABLE 308 SUPPLY CHAIN ANALYTICS MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION) 326
14.3.2.4 Supply chain analytics market, by organization size 327
TABLE 309 SUPPLY CHAIN ANALYTICS MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION) 327
TABLE 310 SUPPLY CHAIN ANALYTICS MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION) 327
14.3.2.5 Supply chain analytics market, by vertical 327
TABLE 311 SUPPLY CHAIN ANALYTICS SIZE, BY VERTICAL, 2016–2021 (USD MILLION) 328
TABLE 312 SUPPLY CHAIN ANALYTICS SIZE, BY VERTICAL, 2022–2027 (USD MILLION) 328
14.3.2.6 Supply chain analytics market, by region 328
TABLE 313 SUPPLY CHAIN ANALYTICS MARKET, BY REGION, 2016–2021 (USD MILLION) 329
TABLE 314 SUPPLY CHAIN ANALYTICS MARKET, BY REGION, 2022–2027 (USD MILLION) 329
15 APPENDIX 330
15.1 DISCUSSION GUIDE 330
15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 336
15.3 CUSTOMIZATION OPTIONS 338
15.4 RELATED REPORTS 338
15.5 AUTHOR DETAILS 339

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