物流自動化市場:コンポーネント、機能、物流タイプ(調達/インバウンドロジスティクス、販売/アウトバウンドロジスティクス)ソフトウェアアプリケーション(在庫管理、注文管理)、業種、地域別 - 2028年までの世界予測Logistics Automation Market by Component, Function, Logistics Type (Procurement/Inbound Logistics, Sales/Outbound Logistics) Software Application (Inventory Management, Order Management), Vertical and Region - Global Forecast to 2028 世界の物流自動化市場規模は、2023年の327億米ドルから2028年には512億米ドルへと、予測期間中に9.3%の年間平均成長率(CAGR)で成長すると予測されます。物流業界は、物流自動化市場におけるロボット工学、人工... もっと見る
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サマリー世界の物流自動化市場規模は、2023年の327億米ドルから2028年には512億米ドルへと、予測期間中に9.3%の年間平均成長率(CAGR)で成長すると予測されます。物流業界は、物流自動化市場におけるロボット工学、人工知能、モノのインターネット(IoT)などの技術の進歩の恩恵を受けています。機能別では、在庫・保管管理分野が予測期間中に大きな市場シェアを占めると予想される 2023年から2028年にかけては、在庫・保管管理分野がより大きな市場シェアを占めると予測されています。在庫・保管管理には、在庫管理、工場・倉庫の立地選定、流通管理、引き揚げ・スクラップ処理に加え、マテリアルハンドリング、受注処理、需要予測、梱包などの業務が含まれます。倉庫・保管管理ソリューションは、各社がそれぞれの要件に応じてカスタマイズしています。これらのソリューションは、安全・安心の向上と、リアルタイムの全地球測位システム(GPS)追跡によるオペレーションの最適化を目的としています。このように、倉庫運営会社は倉庫・保管管理ソリューションを採用し、保管・配送業務を効率化することで在庫管理を行っています。 組織規模別では、中小企業分野が予測期間中に最も高いCAGRで成長すると予想される 中小企業は、競争力を強化し、運用コストを削減するために、物流自動化ソリューションの導入に注力しています。物流プロセスの自動化には高いコストがかかるが、物流自動化ソリューションの導入は長期的なROIをもたらす。しかし、中小企業は、物流プロセスを完全に自動化することができません。自動化技術の進歩やベンダー間の激しい競争により、倉庫の自動化コストは低下しています。このため、中小企業は近い将来、自動化ソリューションやサービスを採用することができるようになるでしょう。さらに、クラウドベースの物流自動化ソフトウェアの採用は、小規模な倉庫運営に必要な機能や機能のみを必要とする中小企業において増加すると予想されます。 アジア太平洋(APAC)地域がロジスティクスオートメーション市場で最も高いCAGRを記録する アジア太平洋地域は、予測期間中に最も高いCAGRで成長すると予想されています。APACは、特に中国、日本、インドにおいて、様々な分野での新技術の採用に関してダイナミックに変化しています。これらの国々は、産業と技術の成長を常に支援し、促進してきました。さらに、企業はこの地域の製造業、自動車、小売業、ヘルスケア産業への投資を大幅に進めています。さらに、輸送・物流産業の拡大と貿易協定の増加は、APACにおけるロジスティクス自動化市場の成長を促進すると予測される主要因です。 - 企業タイプ別ティア1 - 45%、ティア2 - 40%、ティア3 - 15 - 役職別Cレベル:40%、ディレクター:35%、マネージャー:15%、その他:10 - 地域別北米:15%、欧州:35%、アジア太平洋:40%、中東・アフリカ:5%、中南米:5%。 この調査レポートは、物流自動化市場の市場可能性、市場ダイナミクス、および物流自動化市場で活動する主要ベンダーについて概説しています。物流自動化市場における主要かつ革新的なベンダーには、Dematic(米国)、Honeywell Intelligrated(米国)、Daifuku(日本)、Oracle(米国)、SAP(ドイツ)、IBM(米国)、SSI Schaefer(ドイツ)、Knapp(オーストリア)、Manhattan Associates(米国)、sisslog(スイス)、Blue Yonder(米国)、Mantis(米国)、 Murata Machinery(日本)、TGW Logistics Group(オーストリア)、Yungheinrich (ドイツ)、があります、システムロジスティクス(イタリア)、ゼブラテクノロジーズ(米国)、ABB(スイス)、BEUMER Group(ドイツ)、Korber(ドイツ)、O9 Solutions(米国)、JR Automation(米国)、Automated Logistics Systems(米国)、SBS Toshiba Logistics(日本)、SAVOYE(フランス)、 Symbotic(米国)、Locus Robotics(米国)、GreyOrange(米国)、 Eyesee (Hardis Group) (フランス)、 Falcon Autotech (インド)、 Logistic (米国)、 Logiwa( 米国)。 調査対象 この調査レポートは、さまざまなセグメントにわたるロジスティクス自動化市場を対象としています。コンポーネント(ハードウェア、ソフトウェア、サービス)、機能、ロジスティクスタイプ、組織規模、用途、垂直、地域に基づくさまざまなセグメントで、この市場の市場規模および成長可能性を推定することを目的としています。また、主要な市場プレイヤーの会社概要、製品・事業内容、最近の動向、主要な市場戦略に関連する主な見解とともに、詳細な競合分析も行っています。 本レポートを購入する主なメリット 本レポートは、ロジスティクスオートメーション市場全体とそのセグメントの収益数の最も近い近似値に関する情報を提供することで、本市場のマーケットリーダー/新規参入者の助けとなることが期待されます。また、本レポートは、関係者が競争環境を理解し、事業の地位を向上させ、適切な市場参入戦略を計画するための洞察を得るのに役立つことが期待されます。また、本レポートは、関係者が市場の鼓動を理解し、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することを目的としています。 目次1 INTRODUCTION 481.1 STUDY OBJECTIVES 48 1.2 MARKET DEFINITION 48 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 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2020–2022 51 1.5 STAKEHOLDERS 51 1.6 SUMMARY OF CHANGES 51 2 RESEARCH METHODOLOGY 52 2.1 RESEARCH DATA 52 FIGURE 1 LOGISTICS AUTOMATION MARKET: RESEARCH DESIGN 52 2.1.1 SECONDARY DATA 53 2.1.2 PRIMARY DATA 53 2.1.2.1 Breakup of primary interviews 54 2.1.2.2 Primary interviews 54 2.1.2.3 Key industry insights 55 2.2 MARKET BREAKUP AND DATA TRIANGULATION 55 FIGURE 2 LOGISTICS AUTOMATION MARKET: DATA TRIANGULATION 55 2.3 MARKET SIZE ESTIMATION 56 FIGURE 3 LOGISTICS AUTOMATION MARKET ESTIMATION: 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 LOGISTICS AUTOMATION MARKET 57 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF LOGISTICS AUTOMATION MARKET 58 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (DEMAND-SIDE): SHARE OF LOGISTICS AUTOMATION THROUGH OVERALL LOGISTICS AUTOMATION SPENDING 58 2.4 MARKET FORECAST 59 TABLE 2 FACTOR ANALYSIS 59 2.5 RESEARCH ASSUMPTIONS 60 2.6 RESEARCH LIMITATIONS 61 2.7 IMPACT OF RECESSION ON LOGISTICS AUTOMATION MARKET 62 3 EXECUTIVE SUMMARY 63 TABLE 3 LOGISTICS AUTOMATION MARKET SIZE AND GROWTH RATE, 2018–2022 (USD MILLION, Y-O-Y%) 64 TABLE 4 LOGISTICS AUTOMATION MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y%) 65 FIGURE 7 LOGISTICS AUTOMATION MARKET TO WITNESS DECLINE IN Y-O-Y GROWTH IN 2023 65 FIGURE 8 HARDWARE TO BE LARGEST COMPONENT SEGMENT IN 2023 65 FIGURE 9 WMS TO BE LARGER SOFTWARE SEGMENT IN 2023 66 FIGURE 10 AUTOMATED STORAGE AND RETRIEVAL SYSTEMS TO BE LARGEST HARDWARE SEGMENT IN 2023 66 FIGURE 11 CONSULTING TO BE LARGEST SERVICE SEGMENT IN 2023 66 FIGURE 12 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2023 67 FIGURE 13 MANUFACTURING TO BE LARGEST VERTICAL SEGMENT IN 2023 67 FIGURE 14 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2023 68 4 PREMIUM INSIGHTS 69 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN LOGISTICS AUTOMATION MARKET 69 FIGURE 15 RISING ADOPTION OF IOT-ENABLED AUTOMATION SYSTEMS TO DRIVE MARKET 69 4.2 LOGISTICS AUTOMATION MARKET, BY VERTICAL 69 FIGURE 16 RETAIL & ECOMMERCE VERTICAL TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 69 4.3 LOGISTICS AUTOMATION MARKET, BY REGION 70 FIGURE 17 NORTH AMERICA TO HOLD LARGEST MARKET SHARE BY 2028 70 4.4 LOGISTICS AUTOMATION MARKET, BY SOFTWARE AND VERTICAL, 2028 70 FIGURE 18 WMS AND MANUFACTURING SEGMENTS TO HOLD LARGEST MARKET SHARES 70 5 MARKET OVERVIEW AND INDUSTRY TRENDS 71 5.1 INTRODUCTION 71 FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES IN LOGISTICS AUTOMATION MARKET 71 5.1.1 DRIVERS 72 5.1.1.1 Increasing adoption of robots to improve logistics operations 72 5.1.1.2 Rise in eCommerce activities 72 5.1.1.3 Digital transformation in logistics industry 72 5.1.1.4 Emergence of IoT 73 5.1.1.5 Need for occupational safety 73 5.1.2 RESTRAINTS 73 5.1.2.1 Lack of uniform governance standards 73 5.1.2.2 High capital investment 73 5.1.3 OPPORTUNITIES 74 5.1.3.1 Implementation of autonomous vehicles and drones 74 5.1.3.2 Growing adoption of Industry 4.0 74 5.1.4 CHALLENGES 74 5.1.4.1 Lack of skilled professionals 74 5.1.4.2 Security and privacy concerns 74 5.2 CASE STUDY ANALYSIS 75 5.2.1 TRANSPORTATION & LOGISTICS 75 5.2.1.1 Americold deployed Blue Yonder solutions across various sites in its global network of temperature-controlled warehouse operations 75 5.2.2 RETAIL & ECOMMERCE 75 5.2.2.1 Chain Reaction Cycles (CRC) implemented Dematic's solution to improve order picking efficiency 75 5.2.2.2 Target implemented Daifuku's solution to optimize facilities across new sites 76 5.2.2.3 Columbia Sportswear implemented Manhattan Associates' warehouse management solution for its new distribution center 76 5.2.3 CHEMICALS 77 5.2.3.1 Brenntag took first step in its digital transformation journey by modernizing warehouse operations 77 5.2.4 FOOD & BEVERAGE 77 5.2.4.1 Dr. Oetker standardized and harmonized its warehouse operations and systems with help of SAP 77 5.3 TECHNOLOGY ANALYSIS 78 5.3.1 REAL-TIME SUPPLY CHAIN VISIBILITY 78 5.3.2 ROBOTICS AUTOMATION PROCESSING 78 5.3.3 WEARABLE TECHNOLOGY 78 5.3.4 AUTONOMOUS TRUCKS 78 5.4 VALUE CHAIN ANALYSIS 79 FIGURE 20 LOGISTICS AUTOMATION MARKET: VALUE CHAIN ANALYSIS 79 5.5 ECOSYSTEM MAPPING 79 TABLE 5 LOGISTICS AUTOMATION MARKET: ROLE IN ECOSYSTEM 79 5.6 PORTER'S FIVE FORCES ANALYSIS 81 TABLE 6 IMPACT OF PORTER'S FIVE FORCES ON LOGISTICS AUTOMATION MARKET 81 FIGURE 21 LOGISTICS AUTOMATION MARKET: PORTER'S FIVE FORCES ANALYSIS 81 5.6.1 THREAT OF NEW ENTRANTS 82 5.6.2 THREAT OF SUBSTITUTES 82 5.6.3 BARGAINING POWER OF BUYERS 82 5.6.4 BARGAINING POWER OF SUPPLIERS 82 5.6.5 INTENSITY OF COMPETITIVE RIVALRY 82 5.7 REGULATORY IMPLICATIONS 83 5.7.1 NORTH AMERICA: REGULATIONS 83 5.7.1.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 83 5.7.1.2 Gramm-Leach-Bliley (GLB) Act 83 5.7.1.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996 83 5.7.1.4 Federal Information Security Management Act (FISMA) 83 5.7.1.5 Federal Information Processing Standards (FIPS) 84 5.7.1.6 California Consumer Privacy Act (CCPA) 84 5.7.2 EUROPE: REGULATIONS 84 5.7.2.1 GDPR 2016/679 84 5.7.2.2 General Data Protection Regulation 84 5.7.2.3 European Committee for Standardization (CEN) 85 5.7.2.4 European Telecommunications Standards Institute (ETSI) 85 5.8 TARIFF AND REGULATORY LANDSCAPE 85 5.8.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 7 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 8 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 9 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 10 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87 TABLE 11 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87 5.9 PATENT ANALYSIS 87 5.9.1 METHODOLOGY 87 5.9.2 DOCUMENT TYPE 88 TABLE 12 PATENTS FILED, 2018-2022 88 5.9.3 INNOVATION AND PATENT APPLICATIONS 88 FIGURE 22 TOTAL NUMBER OF PATENTS GRANTED DURING 2018–2022 88 5.9.3.1 Top applicants 88 FIGURE 23 TOP 10 PATENT APPLICANTS, 2018–2022 88 5.10 AVERAGE SELLING PRICE TREND 89 TABLE 13 PRICING ANALYSIS 89 5.11 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 89 FIGURE 24 LOGISTICS AUTOMATION MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 89 5.12 KEY CONFERENCES AND EVENTS, 2023–2024 90 TABLE 14 LOGISTICS AUTOMATION MARKET: KEY CONFERENCES AND EVENTS, 2023–2024 90 5.13 KEY STAKEHOLDERS AND BUYING CRITERIA 92 5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS 92 TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 92 5.13.2 BUYING CRITERIA 92 FIGURE 25 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 92 TABLE 16 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 92 6 LOGISTICS AUTOMATION MARKET, BY COMPONENT 93 6.1 INTRODUCTION 94 FIGURE 26 HARDWARE SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 94 TABLE 17 LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 94 TABLE 18 LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 94 6.2 HARDWARE 95 FIGURE 27 AUTOMATED STORAGE & RETRIEVAL SYSTEMS SUB-SEGMENT OF HARDWARE TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 95 6.2.1 LOGISTICS AUTOMATION MARKET (BY HARDWARE) DRIVERS 95 TABLE 19 LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 96 TABLE 20 LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 96 TABLE 21 HARDWARE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 96 TABLE 22 HARDWARE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 97 6.2.2 AUTONOMOUS MOBILE ROBOTS (AMRS) 97 6.2.2.1 Distinguished by use of AI and machine learning 97 TABLE 23 AUTONOMOUS MOBILE ROBOTS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 97 TABLE 24 AUTONOMOUS MOBILE ROBOTS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 98 6.2.3 AUTOMATED GUIDED VEHICLES (AGVS) 98 6.2.3.1 Alternative to transportation of goods using forklifts, trucks, conveyors, or manual carts 98 TABLE 25 AUTOMATED GUIDED VEHICLES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 98 TABLE 26 AUTOMATED GUIDED VEHICLES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 99 6.2.4 AUTOMATED STORAGE AND RETRIEVAL SYSTEMS (AS/RS) 99 6.2.4.1 Help reduce labor costs, improve inventory accuracy, and increase throughput 99 TABLE 27 AUTOMATED STORAGE AND RETRIEVAL SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 99 TABLE 28 AUTOMATED STORAGE AND RETRIEVAL SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 100 6.2.5 AUTOMATED SORTING AND CONVEYOR SYSTEMS 100 6.2.5.1 Integrated with robotics, AI, and ML to improve capabilities and accuracy 100 TABLE 29 AUTOMATED SORTING AND CONVEYOR SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 100 TABLE 30 AUTOMATED SORTING AND CONVEYOR SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 101 6.2.6 DE-PALLETIZING/PALLETIZING SYSTEMS 101 6.2.6.1 Gaining popularity due to their efficiency, accuracy, and flexibility 101 TABLE 31 DE-PALLETIZING/PALLETIZING SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 101 TABLE 32 DE-PALLETIZING/PALLETIZING SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 102 6.2.7 AUTOMATIC IDENTIFICATION AND DATA COLLECTION (AIDC) 102 6.2.7.1 Use of barcode scanning, RFID, biometrics, and others to capture and transmit data in real time 102 TABLE 33 AUTOMATIC IDENTIFICATION AND DATA COLLECTION: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 102 TABLE 34 AUTOMATIC IDENTIFICATION AND DATA COLLECTION: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 103 6.3 SOFTWARE 103 6.3.1 LOGISTICS AUTOMATION MARKET (BY SOFTWARE) DRIVERS 103 FIGURE 28 WMS SUB-SEGMENT OF SOFTWARE TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD 103 TABLE 35 SOFTWARE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 104 TABLE 36 SOFTWARE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 104 TABLE 37 SOFTWARE: LOGISTICS AUTOMATION MARKET SIZE, BY TYPE, 2018–2022 (USD MILLION) 104 TABLE 38 SOFTWARE: LOGISTICS AUTOMATION MARKET SIZE, BY TYPE, 2023–2028 (USD MILLION) 104 6.3.2 WAREHOUSE MANAGEMENT SYSTEM (WMS) 105 6.3.2.1 Enhances navigation and tracking ability within warehouse 105 TABLE 39 WAREHOUSE MANAGEMENT SYSTEM SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 105 TABLE 40 WAREHOUSE MANAGEMENT SYSTEM SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 105 6.3.3 TRANSPORTATION MANAGEMENT SYSTEM (TMS) 106 6.3.3.1 AI and ML increasingly integrated into TMS software to enable more accurate and efficient decision-making 106 TABLE 41 TRANSPORTATION MANAGEMENT SYSTEM SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 106 TABLE 42 TRANSPORTATION MANAGEMENT SYSTEM SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 106 6.4 SERVICES 107 6.4.1 LOGISTICS AUTOMATION MARKET (BY SERVICES) DRIVERS 107 TABLE 43 SERVICES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 107 TABLE 44 SERVICES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 108 FIGURE 29 CONSULTING SUB-SEGMENT OF SERVICES TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 108 TABLE 45 SERVICES: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 108 TABLE 46 SERVICES: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 109 6.4.2 CONSULTING SERVICES 109 6.4.2.1 Demand for lower risks and higher RoI to drive market 109 TABLE 47 CONSULTING MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 109 TABLE 48 CONSULTING MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 109 6.4.3 DEPLOYMENT AND INTEGRATION SERVICES 110 6.4.3.1 Need for integrating IoT devices and solutions with existing IT infrastructure to boost market 110 TABLE 49 DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 110 TABLE 50 DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 110 6.4.4 SUPPORT AND MAINTENANCE SERVICES 110 6.4.4.1 Increasing demand for data management to drive market 110 TABLE 51 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 111 TABLE 52 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 111 7 LOGISTICS AUTOMATION MARKET, BY FUNCTION 112 7.1 INTRODUCTION 113 7.1.1 LOGISTICS AUTOMATION MARKET (BY FUNCTION) DRIVERS 113 FIGURE 30 INVENTORY & STORAGE MANAGEMENT SEGMENT TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD 113 TABLE 53 LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 113 TABLE 54 LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 113 7.2 INVENTORY AND STORAGE MANAGEMENT 114 7.2.1 OFFERS IMPROVED EFFICIENCY, REDUCED COSTS, AND ENHANCED CUSTOMER EXPERIENCE 114 TABLE 55 INVENTORY AND STORAGE MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 114 TABLE 56 INVENTORY AND STORAGE MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 114 7.3 TRANSPORTATION LOGISTICS 115 7.3.1 ENABLES REAL-TIME VISIBILITY, OPTIMIZATION, AND PREDICTIVE CAPABILITIES 115 TABLE 57 TRANSPORTATION LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 115 TABLE 58 TRANSPORTATION LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 115 8 LOGISTICS AUTOMATION MARKET, BY LOGISTICS TYPE 116 8.1 INTRODUCTION 117 8.1.1 LOGISTICS AUTOMATION MARKET (BY LOGISTICS TYPE) DRIVERS 117 FIGURE 31 SALES LOGISTICS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 117 TABLE 59 LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 117 TABLE 60 LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 118 8.2 SALES LOGISTICS 118 8.2.1 IMPROVES CUSTOMER SATISFACTION BY PROVIDING REAL-TIME INFORMATION ON ORDER STATUS AND DELIVERY TIMES 118 TABLE 61 SALES LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 118 TABLE 62 SALES LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 119 8.3 PRODUCTION LOGISTICS 119 8.3.1 TO BE SECOND-LARGEST SEGMENT OF MARKET 119 TABLE 63 PRODUCTION LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 119 TABLE 64 PRODUCTION LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 120 8.4 RECOVERY LOGISTICS 120 8.4.1 IMPORTANT PART OF OMNICHANNEL RETAIL STRATEGIES 120 TABLE 65 RECOVERY LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 120 TABLE 66 RECOVERY LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 121 8.5 PROCUREMENT LOGISTICS 121 8.5.1 RISING ADOPTION OF REAL-TIME TRACKING SYSTEMS TO IMPROVE SUPPLY CHAIN VISIBILITY 121 TABLE 67 PROCUREMENT LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 121 TABLE 68 PROCUREMENT LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 122 9 LOGISTICS AUTOMATION MARKET, BY ORGANIZATION SIZE 123 9.1 INTRODUCTION 124 9.1.1 LOGISTICS AUTOMATION MARKET (BY ORGANIZATION SIZE) DRIVERS 124 FIGURE 32 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD 124 TABLE 69 LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 124 TABLE 70 LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 125 9.2 SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) 125 9.2.1 DEPLOYMENT OF LOGISTICS AUTOMATION SOLUTIONS TO IMPROVE COMPETITIVENESS AND REDUCE OPERATING COSTS 125 TABLE 71 SMALL AND MEDIUM-SIZED ENTERPRISES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 125 TABLE 72 SMALL AND MEDIUM-SIZED ENTERPRISES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 125 9.3 LARGE ENTERPRISES 126 9.3.1 ADOPTION OF ADVANCED LOGISTICS AUTOMATION SYSTEMS TO SAVE ON INFRASTRUCTURE COSTS 126 TABLE 73 LARGE ENTERPRISES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 126 TABLE 74 LARGE ENTERPRISES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 126 10 LOGISTICS AUTOMATION MARKET, BY VERTICAL 127 10.1 INTRODUCTION 128 10.1.1 LOGISTICS AUTOMATION MARKET (BY VERTICAL) DRIVERS 128 FIGURE 33 MANUFACTURING SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 128 TABLE 75 LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 129 TABLE 76 LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 129 10.2 RETAIL & ECOMMERCE 129 10.2.1 INCREASING DEMAND FOR SHORTER DELIVERY TIMES AND FIERCE COMPETITION AMONG ONLINE RETAILING COMPANIES TO BOOST MARKET 129 TABLE 77 RETAIL & ECOMMERCE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 130 TABLE 78 RETAIL & ECOMMERCE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 130 10.3 MANUFACTURING 131 10.3.1 NEED TO REDUCE UNSCHEDULED DOWNTIME AND ENHANCE PRODUCTION PERFORMANCE TO PROPEL MARKET 131 TABLE 79 MANUFACTURING: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 131 TABLE 80 MANUFACTURING: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 131 10.4 HEALTHCARE & PHARMACEUTICALS 132 10.4.1 RISING COMPETITION TO FORECAST LIFECYCLE OF SPECIFIC DRUGS TO FUEL MARKET 132 TABLE 81 HEALTHCARE & PHARMACEUTICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 132 TABLE 82 HEALTHCARE & PHARMACEUTICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 132 10.5 AUTOMOTIVE 133 10.5.1 USE OF LOGISTICS AUTOMATION TO STREAMLINE COMPLEX WAREHOUSE OPERATIONS 133 TABLE 83 AUTOMOTIVE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 133 TABLE 84 AUTOMOTIVE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 133 10.6 FOOD & BEVERAGE 134 10.6.1 ADOPTION OF LOGISTICS AUTOMATION TO IMPROVE OPERATIONAL EFFICIENCY, REDUCE WASTE, AND MAINTAIN QUALITY STANDARDS 134 TABLE 85 FOOD & BEVERAGE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 134 TABLE 86 FOOD & BEVERAGE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 134 10.7 AEROSPACE & DEFENSE 135 10.7.1 ADOPTION OF AUTOMATED LOGISTICS SOLUTIONS TO AUTOMATE COMPLEX PRODUCTION PROCESSES OF AEROSPACE COMPONENTS 135 TABLE 87 AEROSPACE & DEFENSE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 135 TABLE 88 AEROSPACE & DEFENSE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 135 10.8 CHEMICALS 136 10.8.1 USE OF SENSORS AND MONITORING SYSTEMS TO ENSURE SAFE HANDLING AND TRANSPORT OF CHEMICALS 136 TABLE 89 CHEMICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 136 TABLE 90 CHEMICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 136 10.9 OTHER VERTICALS 137 TABLE 91 OTHER VERTICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 137 TABLE 92 OTHER VERTICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 137 11 LOGISTICS AUTOMATION MARKET, BY SOFTWARE APPLICATION 138 11.1 INTRODUCTION 139 11.1.1 LOGISTICS AUTOMATION MARKET (BY SOFTWARE APPLICATION) DRIVERS 139 FIGURE 34 INVENTORY MANAGEMENT SOFTWARE APPLICATION SEGMENT TO LEAD LOGISTICS AUTOMATION MARKET DURING FORECAST PERIOD 139 TABLE 93 LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2018–2022 (USD MILLION) 140 TABLE 94 LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2023–2028 (USD MILLION) 140 11.2 INVENTORY MANAGEMENT 140 11.2.1 IMPROVES TRACKING OR CONTROLLING OVERALL DELIVERY OF GOODS 140 TABLE 95 INVENTORY MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 141 TABLE 96 INVENTORY MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 141 11.3 ORDER MANAGEMENT 141 11.3.1 HELPS IN COLLECTING, VALIDATING, AND SUBMITTING INFORMATION 141 TABLE 97 ORDER MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 142 TABLE 98 ORDER MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 142 11.4 SHIPPING MANAGEMENT 142 11.4.1 HELPS MANAGE AND TRACK SHIPPING OF GOODS FROM WAREHOUSE TO INVENTORY IN REAL TIME 142 TABLE 99 SHIPPING MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 143 TABLE 100 SHIPPING MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 143 11.5 LABOR MANAGEMENT 143 11.5.1 ENHANCES BUSINESS RESULTS AND TRACKS WAREHOUSE ACTIVITIES TO IMPROVE EMPLOYEE ACCOUNTABILITY 143 TABLE 101 LABOR MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 144 TABLE 102 LABOR MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 144 11.6 YARD MANAGEMENT 144 11.6.1 PROVIDES REAL-TIME VISIBILITY INTO LOCATION AND STATUS OF TRUCKS, TRAILERS, AND OTHER EQUIPMENT 144 TABLE 103 YARD MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 145 TABLE 104 YARD MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 145 11.7 VENDOR MANAGEMENT 145 11.7.1 GROWING FOCUS ON IMPROVING SUPPLIER PERFORMANCE THROUGH VENDOR MANAGEMENT 145 TABLE 105 VENDOR MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 146 TABLE 106 VENDOR MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 146 11.8 CUSTOMER SUPPORT 146 11.8.1 IMPLEMENTS TOOLS TO ENABLE AUTOMATED CUSTOMER SUPPORT 146 TABLE 107 CUSTOMER SUPPORT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 147 TABLE 108 CUSTOMER SUPPORT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 147 11.9 OTHER SOFTWARE APPLICATIONS 147 TABLE 109 OTHER SOFTWARE APPLICATIONS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 148 TABLE 110 OTHER SOFTWARE APPLICATIONS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 148 12 LOGISTICS AUTOMATION MARKET, BY REGION 149 12.1 INTRODUCTION 150 FIGURE 35 NORTH AMERICA TO LEAD LOGISTICS AUTOMATION MARKET DURING FORECAST PERIOD 150 12.2 NORTH AMERICA 150 12.2.1 NORTH AMERICA: LOGISTICS AUTOMATION MARKET DRIVERS 151 12.2.2 NORTH AMERICA: REGULATIONS 151 12.2.3 NORTH AMERICA: RECESSION IMPACT 151 FIGURE 36 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SNAPSHOT 152 TABLE 111 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 152 TABLE 112 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 153 TABLE 113 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 153 TABLE 114 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 153 TABLE 115 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2018–2022 (USD MILLION) 154 TABLE 116 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2023–2028 (USD MILLION) 154 TABLE 117 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 154 TABLE 118 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 154 TABLE 119 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 155 TABLE 120 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 155 TABLE 121 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 155 TABLE 122 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 155 TABLE 123 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 156 TABLE 124 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 156 TABLE 125 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2018–2022 (USD MILLION) 156 TABLE 126 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2023–2028 (USD MILLION) 157 TABLE 127 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 157 TABLE 128 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 158 TABLE 129 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY COUNTRY, 2018–2022 (USD MILLION) 158 TABLE 130 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY COUNTRY, 2023–2028 (USD MILLION) 158 12.2.4 US 159 12.2.4.1 Presence of key logistics automation players to drive market 159 TABLE 131 US: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 159 TABLE 132 US: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 159 TABLE 133 US: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 160 TABLE 134 US: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 160 TABLE 135 US: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2018–2022 (USD MILLION) 160 TABLE 136 US: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2023–2028 (USD MILLION) 161 TABLE 137 US: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 161 TABLE 138 US: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 161 TABLE 139 US: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 161 TABLE 140 US: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 162 TABLE 141 US: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 162 TABLE 142 US: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 162 TABLE 143 US: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 162 TABLE 144 US: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 163 TABLE 145 US: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 163 TABLE 146 US: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 163 12.2.5 CANADA 164 12.2.5.1 Need to modernize logistics infrastructure to drive market 164 TABLE 147 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 164 TABLE 148 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 164 TABLE 149 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 165 TABLE 150 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 165 TABLE 151 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2018–2022 (USD MILLION) 165 TABLE 152 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2023–2028 (USD MILLION) 166 TABLE 153 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 166 TABLE 154 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 166 TABLE 155 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 166 TABLE 156 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 167 TABLE 157 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 167 TABLE 158 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 167 TABLE 159 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 167 TABLE 160 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 168 TABLE 161 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 168 TABLE 162 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 168 12.3 EUROPE 169 12.3.1 EUROPE: LOGISTICS AUTOMATION MARKET DRIVERS 169 12.3.2 EUROPE: REGULATIONS 169 12.3.3 EUROPE: RECESSION IMPACT 169 TABLE 163 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 170 TABLE 164 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 170 TABLE 165 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 170 TABLE 166 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 171 TABLE 167 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2018–2022 (USD MILLION) 171 TABLE 168 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2023–2028 (USD MILLION) 171 TABLE 169 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 172 TABLE 170 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 172 TABLE 171 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 172 TABLE 172 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 173 TABLE 173 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 173 TABLE 174 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 173 TABLE 175 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 173 TABLE 176 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 174 TABLE 177 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2018–2022 (USD MILLION) 174 TABLE 178 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2023–2028 (USD MILLION) 174 TABLE 179 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 175 TABLE 180 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 175 TABLE 181 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY COUNTRY, 2018–2022 (USD MILLION) 176 TABLE 182 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY COUNTRY, 2023–2028 (USD MILLION) 176 12.3.4 UK 176 12.3.4.1 Investments made by global companies in country’s warehousing and logistics sector to drive market 176 12.3.5 GERMANY 177 12.3.5.1 Major investments by public and private sectors to boost market 177 12.3.6 FRANCE 177 12.3.6.1 Initiatives by government to position country as tech-giant to propel market 177 12.3.7 ITALY 177 12.3.7.1 Technological developments to boost market 177 12.3.8 SPAIN 177 12.3.8.1 Cloud adoption to drive investments in data centers 177 12.3.9 REST OF EUROPE 178
SummaryThe global logistics automation market size is projected to grow from USD 32.7 billion in 2023 to USD 51.2 billion by 2028, at a Compound Annual Growth Rate (CAGR) of 9.3% during the forecast period. The logistics industry is benefiting from advances in technology, such as robotics, artificial intelligence, and the Internet of Things (IoT) in logistics automation market. Table of Contents1 INTRODUCTION 481.1 STUDY OBJECTIVES 48 1.2 MARKET DEFINITION 48 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 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2020–2022 51 1.5 STAKEHOLDERS 51 1.6 SUMMARY OF CHANGES 51 2 RESEARCH METHODOLOGY 52 2.1 RESEARCH DATA 52 FIGURE 1 LOGISTICS AUTOMATION MARKET: RESEARCH DESIGN 52 2.1.1 SECONDARY DATA 53 2.1.2 PRIMARY DATA 53 2.1.2.1 Breakup of primary interviews 54 2.1.2.2 Primary interviews 54 2.1.2.3 Key industry insights 55 2.2 MARKET BREAKUP AND DATA TRIANGULATION 55 FIGURE 2 LOGISTICS AUTOMATION MARKET: DATA TRIANGULATION 55 2.3 MARKET SIZE ESTIMATION 56 FIGURE 3 LOGISTICS AUTOMATION MARKET ESTIMATION: 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 LOGISTICS AUTOMATION MARKET 57 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES OF LOGISTICS AUTOMATION MARKET 58 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP (DEMAND-SIDE): SHARE OF LOGISTICS AUTOMATION THROUGH OVERALL LOGISTICS AUTOMATION SPENDING 58 2.4 MARKET FORECAST 59 TABLE 2 FACTOR ANALYSIS 59 2.5 RESEARCH ASSUMPTIONS 60 2.6 RESEARCH LIMITATIONS 61 2.7 IMPACT OF RECESSION ON LOGISTICS AUTOMATION MARKET 62 3 EXECUTIVE SUMMARY 63 TABLE 3 LOGISTICS AUTOMATION MARKET SIZE AND GROWTH RATE, 2018–2022 (USD MILLION, Y-O-Y%) 64 TABLE 4 LOGISTICS AUTOMATION MARKET SIZE AND GROWTH RATE, 2023–2028 (USD MILLION, Y-O-Y%) 65 FIGURE 7 LOGISTICS AUTOMATION MARKET TO WITNESS DECLINE IN Y-O-Y GROWTH IN 2023 65 FIGURE 8 HARDWARE TO BE LARGEST COMPONENT SEGMENT IN 2023 65 FIGURE 9 WMS TO BE LARGER SOFTWARE SEGMENT IN 2023 66 FIGURE 10 AUTOMATED STORAGE AND RETRIEVAL SYSTEMS TO BE LARGEST HARDWARE SEGMENT IN 2023 66 FIGURE 11 CONSULTING TO BE LARGEST SERVICE SEGMENT IN 2023 66 FIGURE 12 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2023 67 FIGURE 13 MANUFACTURING TO BE LARGEST VERTICAL SEGMENT IN 2023 67 FIGURE 14 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2023 68 4 PREMIUM INSIGHTS 69 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN LOGISTICS AUTOMATION MARKET 69 FIGURE 15 RISING ADOPTION OF IOT-ENABLED AUTOMATION SYSTEMS TO DRIVE MARKET 69 4.2 LOGISTICS AUTOMATION MARKET, BY VERTICAL 69 FIGURE 16 RETAIL & ECOMMERCE VERTICAL TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 69 4.3 LOGISTICS AUTOMATION MARKET, BY REGION 70 FIGURE 17 NORTH AMERICA TO HOLD LARGEST MARKET SHARE BY 2028 70 4.4 LOGISTICS AUTOMATION MARKET, BY SOFTWARE AND VERTICAL, 2028 70 FIGURE 18 WMS AND MANUFACTURING SEGMENTS TO HOLD LARGEST MARKET SHARES 70 5 MARKET OVERVIEW AND INDUSTRY TRENDS 71 5.1 INTRODUCTION 71 FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES IN LOGISTICS AUTOMATION MARKET 71 5.1.1 DRIVERS 72 5.1.1.1 Increasing adoption of robots to improve logistics operations 72 5.1.1.2 Rise in eCommerce activities 72 5.1.1.3 Digital transformation in logistics industry 72 5.1.1.4 Emergence of IoT 73 5.1.1.5 Need for occupational safety 73 5.1.2 RESTRAINTS 73 5.1.2.1 Lack of uniform governance standards 73 5.1.2.2 High capital investment 73 5.1.3 OPPORTUNITIES 74 5.1.3.1 Implementation of autonomous vehicles and drones 74 5.1.3.2 Growing adoption of Industry 4.0 74 5.1.4 CHALLENGES 74 5.1.4.1 Lack of skilled professionals 74 5.1.4.2 Security and privacy concerns 74 5.2 CASE STUDY ANALYSIS 75 5.2.1 TRANSPORTATION & LOGISTICS 75 5.2.1.1 Americold deployed Blue Yonder solutions across various sites in its global network of temperature-controlled warehouse operations 75 5.2.2 RETAIL & ECOMMERCE 75 5.2.2.1 Chain Reaction Cycles (CRC) implemented Dematic's solution to improve order picking efficiency 75 5.2.2.2 Target implemented Daifuku's solution to optimize facilities across new sites 76 5.2.2.3 Columbia Sportswear implemented Manhattan Associates' warehouse management solution for its new distribution center 76 5.2.3 CHEMICALS 77 5.2.3.1 Brenntag took first step in its digital transformation journey by modernizing warehouse operations 77 5.2.4 FOOD & BEVERAGE 77 5.2.4.1 Dr. Oetker standardized and harmonized its warehouse operations and systems with help of SAP 77 5.3 TECHNOLOGY ANALYSIS 78 5.3.1 REAL-TIME SUPPLY CHAIN VISIBILITY 78 5.3.2 ROBOTICS AUTOMATION PROCESSING 78 5.3.3 WEARABLE TECHNOLOGY 78 5.3.4 AUTONOMOUS TRUCKS 78 5.4 VALUE CHAIN ANALYSIS 79 FIGURE 20 LOGISTICS AUTOMATION MARKET: VALUE CHAIN ANALYSIS 79 5.5 ECOSYSTEM MAPPING 79 TABLE 5 LOGISTICS AUTOMATION MARKET: ROLE IN ECOSYSTEM 79 5.6 PORTER'S FIVE FORCES ANALYSIS 81 TABLE 6 IMPACT OF PORTER'S FIVE FORCES ON LOGISTICS AUTOMATION MARKET 81 FIGURE 21 LOGISTICS AUTOMATION MARKET: PORTER'S FIVE FORCES ANALYSIS 81 5.6.1 THREAT OF NEW ENTRANTS 82 5.6.2 THREAT OF SUBSTITUTES 82 5.6.3 BARGAINING POWER OF BUYERS 82 5.6.4 BARGAINING POWER OF SUPPLIERS 82 5.6.5 INTENSITY OF COMPETITIVE RIVALRY 82 5.7 REGULATORY IMPLICATIONS 83 5.7.1 NORTH AMERICA: REGULATIONS 83 5.7.1.1 Personal Information Protection and Electronic Documents Act (PIPEDA) 83 5.7.1.2 Gramm-Leach-Bliley (GLB) Act 83 5.7.1.3 Health Insurance Portability and Accountability Act (HIPAA) of 1996 83 5.7.1.4 Federal Information Security Management Act (FISMA) 83 5.7.1.5 Federal Information Processing Standards (FIPS) 84 5.7.1.6 California Consumer Privacy Act (CCPA) 84 5.7.2 EUROPE: REGULATIONS 84 5.7.2.1 GDPR 2016/679 84 5.7.2.2 General Data Protection Regulation 84 5.7.2.3 European Committee for Standardization (CEN) 85 5.7.2.4 European Telecommunications Standards Institute (ETSI) 85 5.8 TARIFF AND REGULATORY LANDSCAPE 85 5.8.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 7 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85 TABLE 8 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 9 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 86 TABLE 10 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87 TABLE 11 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 87 5.9 PATENT ANALYSIS 87 5.9.1 METHODOLOGY 87 5.9.2 DOCUMENT TYPE 88 TABLE 12 PATENTS FILED, 2018-2022 88 5.9.3 INNOVATION AND PATENT APPLICATIONS 88 FIGURE 22 TOTAL NUMBER OF PATENTS GRANTED DURING 2018–2022 88 5.9.3.1 Top applicants 88 FIGURE 23 TOP 10 PATENT APPLICANTS, 2018–2022 88 5.10 AVERAGE SELLING PRICE TREND 89 TABLE 13 PRICING ANALYSIS 89 5.11 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 89 FIGURE 24 LOGISTICS AUTOMATION MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 89 5.12 KEY CONFERENCES AND EVENTS, 2023–2024 90 TABLE 14 LOGISTICS AUTOMATION MARKET: KEY CONFERENCES AND EVENTS, 2023–2024 90 5.13 KEY STAKEHOLDERS AND BUYING CRITERIA 92 5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS 92 TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 92 5.13.2 BUYING CRITERIA 92 FIGURE 25 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 92 TABLE 16 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 92 6 LOGISTICS AUTOMATION MARKET, BY COMPONENT 93 6.1 INTRODUCTION 94 FIGURE 26 HARDWARE SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 94 TABLE 17 LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 94 TABLE 18 LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 94 6.2 HARDWARE 95 FIGURE 27 AUTOMATED STORAGE & RETRIEVAL SYSTEMS SUB-SEGMENT OF HARDWARE TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 95 6.2.1 LOGISTICS AUTOMATION MARKET (BY HARDWARE) DRIVERS 95 TABLE 19 LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 96 TABLE 20 LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 96 TABLE 21 HARDWARE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 96 TABLE 22 HARDWARE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 97 6.2.2 AUTONOMOUS MOBILE ROBOTS (AMRS) 97 6.2.2.1 Distinguished by use of AI and machine learning 97 TABLE 23 AUTONOMOUS MOBILE ROBOTS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 97 TABLE 24 AUTONOMOUS MOBILE ROBOTS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 98 6.2.3 AUTOMATED GUIDED VEHICLES (AGVS) 98 6.2.3.1 Alternative to transportation of goods using forklifts, trucks, conveyors, or manual carts 98 TABLE 25 AUTOMATED GUIDED VEHICLES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 98 TABLE 26 AUTOMATED GUIDED VEHICLES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 99 6.2.4 AUTOMATED STORAGE AND RETRIEVAL SYSTEMS (AS/RS) 99 6.2.4.1 Help reduce labor costs, improve inventory accuracy, and increase throughput 99 TABLE 27 AUTOMATED STORAGE AND RETRIEVAL SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 99 TABLE 28 AUTOMATED STORAGE AND RETRIEVAL SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 100 6.2.5 AUTOMATED SORTING AND CONVEYOR SYSTEMS 100 6.2.5.1 Integrated with robotics, AI, and ML to improve capabilities and accuracy 100 TABLE 29 AUTOMATED SORTING AND CONVEYOR SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 100 TABLE 30 AUTOMATED SORTING AND CONVEYOR SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 101 6.2.6 DE-PALLETIZING/PALLETIZING SYSTEMS 101 6.2.6.1 Gaining popularity due to their efficiency, accuracy, and flexibility 101 TABLE 31 DE-PALLETIZING/PALLETIZING SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 101 TABLE 32 DE-PALLETIZING/PALLETIZING SYSTEMS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 102 6.2.7 AUTOMATIC IDENTIFICATION AND DATA COLLECTION (AIDC) 102 6.2.7.1 Use of barcode scanning, RFID, biometrics, and others to capture and transmit data in real time 102 TABLE 33 AUTOMATIC IDENTIFICATION AND DATA COLLECTION: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 102 TABLE 34 AUTOMATIC IDENTIFICATION AND DATA COLLECTION: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 103 6.3 SOFTWARE 103 6.3.1 LOGISTICS AUTOMATION MARKET (BY SOFTWARE) DRIVERS 103 FIGURE 28 WMS SUB-SEGMENT OF SOFTWARE TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD 103 TABLE 35 SOFTWARE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 104 TABLE 36 SOFTWARE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 104 TABLE 37 SOFTWARE: LOGISTICS AUTOMATION MARKET SIZE, BY TYPE, 2018–2022 (USD MILLION) 104 TABLE 38 SOFTWARE: LOGISTICS AUTOMATION MARKET SIZE, BY TYPE, 2023–2028 (USD MILLION) 104 6.3.2 WAREHOUSE MANAGEMENT SYSTEM (WMS) 105 6.3.2.1 Enhances navigation and tracking ability within warehouse 105 TABLE 39 WAREHOUSE MANAGEMENT SYSTEM SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 105 TABLE 40 WAREHOUSE MANAGEMENT SYSTEM SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 105 6.3.3 TRANSPORTATION MANAGEMENT SYSTEM (TMS) 106 6.3.3.1 AI and ML increasingly integrated into TMS software to enable more accurate and efficient decision-making 106 TABLE 41 TRANSPORTATION MANAGEMENT SYSTEM SOFTWARE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 106 TABLE 42 TRANSPORTATION MANAGEMENT SYSTEM SOFTWARE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 106 6.4 SERVICES 107 6.4.1 LOGISTICS AUTOMATION MARKET (BY SERVICES) DRIVERS 107 TABLE 43 SERVICES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 107 TABLE 44 SERVICES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 108 FIGURE 29 CONSULTING SUB-SEGMENT OF SERVICES TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 108 TABLE 45 SERVICES: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 108 TABLE 46 SERVICES: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 109 6.4.2 CONSULTING SERVICES 109 6.4.2.1 Demand for lower risks and higher RoI to drive market 109 TABLE 47 CONSULTING MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 109 TABLE 48 CONSULTING MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 109 6.4.3 DEPLOYMENT AND INTEGRATION SERVICES 110 6.4.3.1 Need for integrating IoT devices and solutions with existing IT infrastructure to boost market 110 TABLE 49 DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 110 TABLE 50 DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 110 6.4.4 SUPPORT AND MAINTENANCE SERVICES 110 6.4.4.1 Increasing demand for data management to drive market 110 TABLE 51 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 111 TABLE 52 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 111 7 LOGISTICS AUTOMATION MARKET, BY FUNCTION 112 7.1 INTRODUCTION 113 7.1.1 LOGISTICS AUTOMATION MARKET (BY FUNCTION) DRIVERS 113 FIGURE 30 INVENTORY & STORAGE MANAGEMENT SEGMENT TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD 113 TABLE 53 LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 113 TABLE 54 LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 113 7.2 INVENTORY AND STORAGE MANAGEMENT 114 7.2.1 OFFERS IMPROVED EFFICIENCY, REDUCED COSTS, AND ENHANCED CUSTOMER EXPERIENCE 114 TABLE 55 INVENTORY AND STORAGE MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 114 TABLE 56 INVENTORY AND STORAGE MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 114 7.3 TRANSPORTATION LOGISTICS 115 7.3.1 ENABLES REAL-TIME VISIBILITY, OPTIMIZATION, AND PREDICTIVE CAPABILITIES 115 TABLE 57 TRANSPORTATION LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 115 TABLE 58 TRANSPORTATION LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 115 8 LOGISTICS AUTOMATION MARKET, BY LOGISTICS TYPE 116 8.1 INTRODUCTION 117 8.1.1 LOGISTICS AUTOMATION MARKET (BY LOGISTICS TYPE) DRIVERS 117 FIGURE 31 SALES LOGISTICS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD 117 TABLE 59 LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 117 TABLE 60 LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 118 8.2 SALES LOGISTICS 118 8.2.1 IMPROVES CUSTOMER SATISFACTION BY PROVIDING REAL-TIME INFORMATION ON ORDER STATUS AND DELIVERY TIMES 118 TABLE 61 SALES LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 118 TABLE 62 SALES LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 119 8.3 PRODUCTION LOGISTICS 119 8.3.1 TO BE SECOND-LARGEST SEGMENT OF MARKET 119 TABLE 63 PRODUCTION LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 119 TABLE 64 PRODUCTION LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 120 8.4 RECOVERY LOGISTICS 120 8.4.1 IMPORTANT PART OF OMNICHANNEL RETAIL STRATEGIES 120 TABLE 65 RECOVERY LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 120 TABLE 66 RECOVERY LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 121 8.5 PROCUREMENT LOGISTICS 121 8.5.1 RISING ADOPTION OF REAL-TIME TRACKING SYSTEMS TO IMPROVE SUPPLY CHAIN VISIBILITY 121 TABLE 67 PROCUREMENT LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 121 TABLE 68 PROCUREMENT LOGISTICS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 122 9 LOGISTICS AUTOMATION MARKET, BY ORGANIZATION SIZE 123 9.1 INTRODUCTION 124 9.1.1 LOGISTICS AUTOMATION MARKET (BY ORGANIZATION SIZE) DRIVERS 124 FIGURE 32 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE DURING FORECAST PERIOD 124 TABLE 69 LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 124 TABLE 70 LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 125 9.2 SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) 125 9.2.1 DEPLOYMENT OF LOGISTICS AUTOMATION SOLUTIONS TO IMPROVE COMPETITIVENESS AND REDUCE OPERATING COSTS 125 TABLE 71 SMALL AND MEDIUM-SIZED ENTERPRISES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 125 TABLE 72 SMALL AND MEDIUM-SIZED ENTERPRISES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 125 9.3 LARGE ENTERPRISES 126 9.3.1 ADOPTION OF ADVANCED LOGISTICS AUTOMATION SYSTEMS TO SAVE ON INFRASTRUCTURE COSTS 126 TABLE 73 LARGE ENTERPRISES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 126 TABLE 74 LARGE ENTERPRISES: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 126 10 LOGISTICS AUTOMATION MARKET, BY VERTICAL 127 10.1 INTRODUCTION 128 10.1.1 LOGISTICS AUTOMATION MARKET (BY VERTICAL) DRIVERS 128 FIGURE 33 MANUFACTURING SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 128 TABLE 75 LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 129 TABLE 76 LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 129 10.2 RETAIL & ECOMMERCE 129 10.2.1 INCREASING DEMAND FOR SHORTER DELIVERY TIMES AND FIERCE COMPETITION AMONG ONLINE RETAILING COMPANIES TO BOOST MARKET 129 TABLE 77 RETAIL & ECOMMERCE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 130 TABLE 78 RETAIL & ECOMMERCE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 130 10.3 MANUFACTURING 131 10.3.1 NEED TO REDUCE UNSCHEDULED DOWNTIME AND ENHANCE PRODUCTION PERFORMANCE TO PROPEL MARKET 131 TABLE 79 MANUFACTURING: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 131 TABLE 80 MANUFACTURING: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 131 10.4 HEALTHCARE & PHARMACEUTICALS 132 10.4.1 RISING COMPETITION TO FORECAST LIFECYCLE OF SPECIFIC DRUGS TO FUEL MARKET 132 TABLE 81 HEALTHCARE & PHARMACEUTICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 132 TABLE 82 HEALTHCARE & PHARMACEUTICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 132 10.5 AUTOMOTIVE 133 10.5.1 USE OF LOGISTICS AUTOMATION TO STREAMLINE COMPLEX WAREHOUSE OPERATIONS 133 TABLE 83 AUTOMOTIVE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 133 TABLE 84 AUTOMOTIVE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 133 10.6 FOOD & BEVERAGE 134 10.6.1 ADOPTION OF LOGISTICS AUTOMATION TO IMPROVE OPERATIONAL EFFICIENCY, REDUCE WASTE, AND MAINTAIN QUALITY STANDARDS 134 TABLE 85 FOOD & BEVERAGE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 134 TABLE 86 FOOD & BEVERAGE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 134 10.7 AEROSPACE & DEFENSE 135 10.7.1 ADOPTION OF AUTOMATED LOGISTICS SOLUTIONS TO AUTOMATE COMPLEX PRODUCTION PROCESSES OF AEROSPACE COMPONENTS 135 TABLE 87 AEROSPACE & DEFENSE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 135 TABLE 88 AEROSPACE & DEFENSE: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 135 10.8 CHEMICALS 136 10.8.1 USE OF SENSORS AND MONITORING SYSTEMS TO ENSURE SAFE HANDLING AND TRANSPORT OF CHEMICALS 136 TABLE 89 CHEMICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 136 TABLE 90 CHEMICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 136 10.9 OTHER VERTICALS 137 TABLE 91 OTHER VERTICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 137 TABLE 92 OTHER VERTICALS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 137 11 LOGISTICS AUTOMATION MARKET, BY SOFTWARE APPLICATION 138 11.1 INTRODUCTION 139 11.1.1 LOGISTICS AUTOMATION MARKET (BY SOFTWARE APPLICATION) DRIVERS 139 FIGURE 34 INVENTORY MANAGEMENT SOFTWARE APPLICATION SEGMENT TO LEAD LOGISTICS AUTOMATION MARKET DURING FORECAST PERIOD 139 TABLE 93 LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2018–2022 (USD MILLION) 140 TABLE 94 LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2023–2028 (USD MILLION) 140 11.2 INVENTORY MANAGEMENT 140 11.2.1 IMPROVES TRACKING OR CONTROLLING OVERALL DELIVERY OF GOODS 140 TABLE 95 INVENTORY MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 141 TABLE 96 INVENTORY MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 141 11.3 ORDER MANAGEMENT 141 11.3.1 HELPS IN COLLECTING, VALIDATING, AND SUBMITTING INFORMATION 141 TABLE 97 ORDER MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 142 TABLE 98 ORDER MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 142 11.4 SHIPPING MANAGEMENT 142 11.4.1 HELPS MANAGE AND TRACK SHIPPING OF GOODS FROM WAREHOUSE TO INVENTORY IN REAL TIME 142 TABLE 99 SHIPPING MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 143 TABLE 100 SHIPPING MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 143 11.5 LABOR MANAGEMENT 143 11.5.1 ENHANCES BUSINESS RESULTS AND TRACKS WAREHOUSE ACTIVITIES TO IMPROVE EMPLOYEE ACCOUNTABILITY 143 TABLE 101 LABOR MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 144 TABLE 102 LABOR MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 144 11.6 YARD MANAGEMENT 144 11.6.1 PROVIDES REAL-TIME VISIBILITY INTO LOCATION AND STATUS OF TRUCKS, TRAILERS, AND OTHER EQUIPMENT 144 TABLE 103 YARD MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 145 TABLE 104 YARD MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 145 11.7 VENDOR MANAGEMENT 145 11.7.1 GROWING FOCUS ON IMPROVING SUPPLIER PERFORMANCE THROUGH VENDOR MANAGEMENT 145 TABLE 105 VENDOR MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 146 TABLE 106 VENDOR MANAGEMENT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 146 11.8 CUSTOMER SUPPORT 146 11.8.1 IMPLEMENTS TOOLS TO ENABLE AUTOMATED CUSTOMER SUPPORT 146 TABLE 107 CUSTOMER SUPPORT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 147 TABLE 108 CUSTOMER SUPPORT: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 147 11.9 OTHER SOFTWARE APPLICATIONS 147 TABLE 109 OTHER SOFTWARE APPLICATIONS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2018–2022 (USD MILLION) 148 TABLE 110 OTHER SOFTWARE APPLICATIONS: LOGISTICS AUTOMATION MARKET SIZE, BY REGION, 2023–2028 (USD MILLION) 148 12 LOGISTICS AUTOMATION MARKET, BY REGION 149 12.1 INTRODUCTION 150 FIGURE 35 NORTH AMERICA TO LEAD LOGISTICS AUTOMATION MARKET DURING FORECAST PERIOD 150 12.2 NORTH AMERICA 150 12.2.1 NORTH AMERICA: LOGISTICS AUTOMATION MARKET DRIVERS 151 12.2.2 NORTH AMERICA: REGULATIONS 151 12.2.3 NORTH AMERICA: RECESSION IMPACT 151 FIGURE 36 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SNAPSHOT 152 TABLE 111 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 152 TABLE 112 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 153 TABLE 113 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 153 TABLE 114 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 153 TABLE 115 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2018–2022 (USD MILLION) 154 TABLE 116 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2023–2028 (USD MILLION) 154 TABLE 117 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 154 TABLE 118 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 154 TABLE 119 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 155 TABLE 120 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 155 TABLE 121 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 155 TABLE 122 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 155 TABLE 123 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 156 TABLE 124 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 156 TABLE 125 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2018–2022 (USD MILLION) 156 TABLE 126 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2023–2028 (USD MILLION) 157 TABLE 127 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 157 TABLE 128 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 158 TABLE 129 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY COUNTRY, 2018–2022 (USD MILLION) 158 TABLE 130 NORTH AMERICA: LOGISTICS AUTOMATION MARKET SIZE, BY COUNTRY, 2023–2028 (USD MILLION) 158 12.2.4 US 159 12.2.4.1 Presence of key logistics automation players to drive market 159 TABLE 131 US: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 159 TABLE 132 US: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 159 TABLE 133 US: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 160 TABLE 134 US: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 160 TABLE 135 US: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2018–2022 (USD MILLION) 160 TABLE 136 US: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2023–2028 (USD MILLION) 161 TABLE 137 US: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 161 TABLE 138 US: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 161 TABLE 139 US: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 161 TABLE 140 US: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 162 TABLE 141 US: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 162 TABLE 142 US: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 162 TABLE 143 US: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 162 TABLE 144 US: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 163 TABLE 145 US: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 163 TABLE 146 US: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 163 12.2.5 CANADA 164 12.2.5.1 Need to modernize logistics infrastructure to drive market 164 TABLE 147 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 164 TABLE 148 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 164 TABLE 149 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 165 TABLE 150 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 165 TABLE 151 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2018–2022 (USD MILLION) 165 TABLE 152 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2023–2028 (USD MILLION) 166 TABLE 153 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 166 TABLE 154 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 166 TABLE 155 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 166 TABLE 156 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 167 TABLE 157 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 167 TABLE 158 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 167 TABLE 159 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 167 TABLE 160 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 168 TABLE 161 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 168 TABLE 162 CANADA: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 168 12.3 EUROPE 169 12.3.1 EUROPE: LOGISTICS AUTOMATION MARKET DRIVERS 169 12.3.2 EUROPE: REGULATIONS 169 12.3.3 EUROPE: RECESSION IMPACT 169 TABLE 163 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2018–2022 (USD MILLION) 170 TABLE 164 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY COMPONENT, 2023–2028 (USD MILLION) 170 TABLE 165 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2018–2022 (USD MILLION) 170 TABLE 166 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY HARDWARE, 2023–2028 (USD MILLION) 171 TABLE 167 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2018–2022 (USD MILLION) 171 TABLE 168 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE, 2023–2028 (USD MILLION) 171 TABLE 169 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2018–2022 (USD MILLION) 172 TABLE 170 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SERVICE, 2023–2028 (USD MILLION) 172 TABLE 171 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2018–2022 (USD MILLION) 172 TABLE 172 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY LOGISTICS TYPE, 2023–2028 (USD MILLION) 173 TABLE 173 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2018–2022 (USD MILLION) 173 TABLE 174 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY FUNCTION, 2023–2028 (USD MILLION) 173 TABLE 175 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 173 TABLE 176 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 174 TABLE 177 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2018–2022 (USD MILLION) 174 TABLE 178 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY SOFTWARE APPLICATION, 2023–2028 (USD MILLION) 174 TABLE 179 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2018–2022 (USD MILLION) 175 TABLE 180 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY VERTICAL, 2023–2028 (USD MILLION) 175 TABLE 181 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY COUNTRY, 2018–2022 (USD MILLION) 176 TABLE 182 EUROPE: LOGISTICS AUTOMATION MARKET SIZE, BY COUNTRY, 2023–2028 (USD MILLION) 176 12.3.4 UK 176 12.3.4.1 Investments made by global companies in country’s warehousing and logistics sector to drive market 176 12.3.5 GERMANY 177 12.3.5.1 Major investments by public and private sectors to boost market 177 12.3.6 FRANCE 177 12.3.6.1 Initiatives by government to position country as tech-giant to propel market 177 12.3.7 ITALY 177 12.3.7.1 Technological developments to boost market 177 12.3.8 SPAIN 177 12.3.8.1 Cloud adoption to drive investments in data centers 177 12.3.9 REST OF EUROPE 178
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