- AI in supply chain is being used to address key challenges such as constant change in process, shorter product lifecycle, and increased demand uncertainty by analyzing complex data and forecast future demand. AI is already being deployed in supply chain planning and optimization, including demand forecasting, inventory management, warehouse management, and fleet management. If supply chain has to be dynamic, responsive and interconnected to the ecosystem and processes the solutions like IBM® Sterling Supply Chain Suite gives you the end-to-end visibility, real-time insights and recommended actions to turn disruptions into opportunities for customer engagement, growth and profit.
1.1 Next-Gen Supply Chain
1.2 Impact of Supply Chain Innovation
1.2.1 Upstream
1.2.2 Within the factory
1.2.3 Downstream
1.2.4 Across the end-to-end supply chain
1.2.5 What does this all mean?
1.3 Technological Stages
2. Drivers & Challenges2.1 Drivers
2.1.1 Huge Demand from E-commerce
2.1.2 Labour Cost and Safety Concerns
2.1.3 Introduction of Artificial Intelligence & Blockchain in Supply Chain
2.1.4 Fast adoption of IoT, Data Analytics and Cloud Computing
2.1.5 Convergence of Augmented Reality and 5G connectivity with existing technologies
2.1.6 Increasing investment in Supply Chain Innovation
2.1.7 Real Time End-to-End Visibility and More Transparency
2.1.8 Consumer Demand changing Supply Chain Management Process
2.2 Challenges
2.2.1 Shortage of Skilled Workforce
2.2.2 Set-up of High Expectation at customer end
2.2.3 Government Policy and Regulations
2.2.4 Cyber Risk
2.2.5 Demand for more customized or personalized products and services
2.2.6 Omni channel logistics & fulfilment
3. Next Generation Supply Chain Market Share by Technology (USD Million)3.1 Cloud Computing and Storage
3.1.1 Advancement in Analytics Capabilities
3.2 Robotics and Automation
3.2.1 Future of Automation: Autonomous Mobile Robots (AMRs)
3.2.2 Micro-Fulfilment: New Concept for Urban Warehouses
3.3 Predictive Analytics
3.4 Wearable and Mobile Technology
3.4.1 What’s Happening with Wearable Technology in the Supply Chain?
3.4.2 How Do Wearables Improve the Supply Chain?
3.5 3D Printing
3.5.1 Introduction
3.5.2 The economics of 3D printing
3.6 Driverless Vehicles and Drones
3.6.1 Autonomous Freight Network (AFN)
3.6.2 Drones Adoption in Supply Chain & Logistics
3.7 Digital Twin
3.7.1 Complexity and Challenges
3.7.2 Warehouse and Logistics Infrastructure
3.8 Cyber Security
3.8.1 Cyber Security Frameworks
3.8.2 Supply Chain Cyber Security Solution
3.9 Internet of things (IoT)
3.9.1 How IoT can reshape the entire supply chain potential
3.9.2 Challenges for IoT adoption in Supply Chain
3.9.3 IoT Applications in Supply Chain & Logistics
3.10 Blockchain
3.10.1 COVID-19: Opportunity for Blockchain Integration
3.10.2 Trust and transparency in supply chain
3.11 Augmented and Virtual Reality (AR/VR)
3.11.1 Usage and Application in Supply Chain & Logistics
3.11.2 Integration with advanced technologies (HoloLens as an example)
3.12 Artificial Intelligence (Natural Language Processing, Machine Learning, Deep Learning)
3.12.1 How can AI be applied in supply chain?
3.12.2 Focus and supply chain management disciplines evolves over time
3.12.3 Physical and information flows are enabled by AI
3.12.4 Adopting AI is challenging
3.12.5 Security Risks and Other Caveats
3.13 5G Connectivity
3.13.1 Logistics
3.13.2 Detailed product monitoring
3.13.3 Inventory management
3.13.4 Warehouse management
3.13.5 Automation and IoT
3.13.6 Real-time data sharing
4. Next Generation Supply Chain Market Share by Function (USD Million)4.1 Design for Supply Chain
4.1.1 Common Strategies of Design for Supply Chain
4.1.2 Supply Chain Maturity Curve
4.2 Planning and Inventory Management
4.2.1 Right Inventory Technology
4.2.2 Risk Analysis – Prevention & Mitigation
4.3 Supplier Partnership (Vendors’ Performance & Procurement Spend Analytics)
4.4 Operational Efficiency (Demand Analysis & Forecasting)
4.4.1 Forecasting Methods that Improve Supply Chain Performance
4.4.2 Major Forecasting Demand Planning Software
4.5 Logistics Management
4.5.1 New entrants to the industry
4.6 S&OP – Technology Enablement
5. Next Generation Supply Chain by Services5.1 Managed Services
5.2 Professional Services
5.2.1 Major Services
5.2.2 Key Responsibilities
6. Next-Gen Supply Chain by End-User Industry6.1 Automotive
6.1.1 Challenges faced by Automotive Supply Chain
6.1.2 Solutions recommended for current challenges
6.1.3 Other risks in Automotive Supply Chain
6.2 Manufacturing
6.2.1 Digital Manufacturing as New Enabler
6.2.2 Integrated Supply Chain Software: IBM Sterling Supply Chain Suite
6.3 Retail & E-commerce
6.3.1 Ecommerce and Retail Market Trends
6.3.2 Automation and Technologies adopted
6.4 Healthcare & Pharmaceuticals
6.4.1 Efficiency and Effectiveness for Digital Supply Chain
6.4.2 Disruption through emerging technologies
6.5 Consumer-Packaged Goods
6.5.1 End-to-End visibility with huge data to analyse
6.5.2 Optimization across the value chain at the same time (Concurrent Process)
6.5.3 Autonomous Logistics and Supply Chain
6.6 Food & Beverages
6.6.1 Drivers & Challenges
6.6.2 F&B Industry Trends
6.6.3 Blockchain and AI in Food Supply Chain
6.7 3PL
6.7.1 Growth and Trends in 3PL Sector
6.7.2 Emerging technologies in 3PL
6.8 Others
6.8.1 O&G sector
6.8.2 Energy & Power
6.8.3 Aviation
6.8.4 Agriculture
7. Next Generation Supply Chain Market Share by Region7.1 North America
7.1.1 U.S.
7.1.2 Canada
7.2 Europe
7.2.1 United Kingdom
7.2.2 Germany
7.2.3 France
7.2.4 Italy
7.2.5 Spain
7.2.6 Russia
7.2.7 Netherlands
7.2.8 Sweden
7.2.9 Denmark
7.2.10 Finland
7.2.11 Norway
7.3 Asia Pacific
7.3.1 China
7.3.2 Japan
7.3.3 South Korea
7.3.4 Australia
7.3.5 India
7.3.6 Indonesia
7.3.7 Thailand
7.3.8 Malaysia
7.3.9 Singapore
7.3.10 Vietnam
7.3.11 Philippines
7.4 Middle East & Africa
7.4.1 United Arab Emirates
7.4.2 Saudi Arabia
7.4.3 Kuwait
7.4.4 Turkey
7.4.5 Israel
7.4.6 South Africa
7.5 Latin America
7.5.1 Mexico
7.5.2 Brazil
7.5.3 Chile
7.5.4 Peru
8. Competitive landscape8.1 Key Players
8.1.1 Warehouse Management System (WMS)
8.1.2 Transportation Management System (TMS)
8.1.3 Material Handling System
8.1.4 Automated Guided Vehicles (AGV) & Automated Mobile Robots (AMR)
8.1.5 Automatic Identification & Data Capture (AIDC)
8.1.6 Last Mile Delivery
8.1.7 Piece Picking Robots
8.1.8 Autonomy Service Providers (ASP)
8.1.9 Warehouse Drones
8.1.10 Artificial Intelligence (AI)
8.1.11 IoT Analytics
8.1.12 Blockchain
8.1.13 5G Technology
8.1.14 Self-Driving Vehicles (Autonomous Vehicles)
8.1.15 Micro-Fulfillment
8.1.16 Third-Party Logistics (3PL)
9. Company Profiles9.1 Material Handling Equipment and Solution Providers
9.1.1 Dematic (KION)
9.1.2 SSI-Schaefer
9.1.3 Vanderlande (TICO)
9.1.4 Swisslog (KUKA)
9.1.5 Knapp
9.1.6 Daifuku
9.1.7 Murata Machinery Ltd.
9.1.8 Knapp
9.1.9 Elettric 80
9.1.10 Beumer Group
9.1.11 Witron Logistik + Informatik
9.1.12 TGW Logistics
9.1.13 Grenzebach Maschinenbau GmbH
9.1.14 FIVES Group
9.1.15 Honeywell Intelligrated
9.1.16 Bastian Solutions (TICO)
9.1.17 Material Handling System (MHS)
9.1.18 Jungheinrich AG
9.1.19 LODIGE Industries
9.1.20 ViaStore Systems
9.1.21 Interlake Macalux
9.1.22 Kardex
9.1.23 AutoStore
9.1.24 DMW&H
9.1.25 Westfalia
9.1.26 GUOZI
9.1.27 SIASUN
9.1.28 JATEN
9.2 AGV & AMR providers
9.2.1 Geek+
9.2.2 Quicktron (Flashhold)
9.2.3 ForwardX Robotics
9.2.4 GreyOrange
9.2.5 HikRobot
9.2.6 Mobile Industrial Robots (MiR)
9.2.7 InVia Robotics
9.2.8 6 River Systems (Shopify)
9.2.9 Fetch Robotics
9.2.10 IAM Robotics
9.2.11 Locus Robotics
9.2.12 Vecna Robotics
9.2.13 Waypoint Robotics
9.2.14 Tompkins Robotics
9.2.15 Scallog
9.2.16 OTTO Motors (Clearpath Robotics)
9.2.17 GIDEON Brothers
9.2.18 Magazino
9.2.19 NextShift Robotics
9.2.20 AutoGuide Mobile Robots (Teradyne)
9.2.21 EiraTech Robotics
9.2.22 Aethon (ST Engineering)
9.2.23 BLEUM
9.2.24 HAI Robotics
9.2.25 Bionic HIVE
9.2.26 Oppent
9.2.27 PAL Robotics
9.2.28 Matthews Automation Solutions
9.2.29 CAJA Robotics
9.2.30 Omron (Adept Technology)
9.2.31 Guidance Automation (Matthews International)
9.2.32 Syrius
9.2.33 SMP Robotics
9.2.34 MALU Innovation
9.2.35 EuroTec (Lowpad)
9.2.36 DS Automation
9.2.37 ROCLA
9.2.38 NeoBotix
9.2.39 John Bean Technologies (JBT Corporation)
9.2.40 Transbotics (Scott Group)
9.2.41 CSG Huaxiao
9.2.42 EK Automation
9.2.43 OCEANEERING
9.2.44 Wellwit Robotics
9.2.45 Logistic-Jet
9.3 Piece Picking Robots
9.3.1 Berkshire Grey
9.3.2 Righthand Robotics
9.3.3 KINDRED
9.3.4 OSARO
9.3.5 Plus One Robotics
9.4 Warehouse Management System Providers
9.4.1 JDA
9.4.2 Infor
9.4.3 Oracle
9.4.4 SAP
9.4.5 Manhattan Associates
9.4.6 HighJump
9.5 Automatic Identification and Capture
9.5.1 Zebra Technologies
9.5.2 Honeywell
9.5.3 Data Logic
9.5.4 SATO
9.5.5 SICK
9.6 Autonomy Service Providers (ASP)
9.6.1 SEEGRID
9.6.2 BALYO
9.6.3 Brain Corporation
9.6.4 Bluebotics
9.6.5 KOLLMORGEN
9.6.6 Autonomous Solutions, Inc. (ASI)
9.6.7 MOVEL AI
9.6.8 MOV AI
9.6.9 FREEDOM ROBOTICS
9.6.10 ROBOMINDS
9.6.11 PERCEPTIN
9.7 Warehouse Drones
9.7.1 UVL ROBOTICS
9.7.2 Eyesee (HARDIS Group)
9.7.3 AIRMAP
9.8 Delivery Robots
9.8.1 Starship
9.8.2 NURO AI
9.8.3 Tele Retail
9.8.4 Kiwibot
9.8.5 Robby Technologies
10. Appendix10.1 Global Heavy-Truck Shipments
10.2 Global Autonomous Truck Shipments
10.3 Global Losses due to Counterfeit Products
10.4 Global cost savings from adoption of next-generation technologies
10.5 Logistics contribution to GDP
10.6 Road Transport contribution to GDP
10.7 Warehousing as % of GDP
EXHIBITS EXHIBIT 1: eCommerce is continuting to grow at rapid pace and disrupting traditional retail EXHIBIT 2: Picking and Packing rates are the difference between less and more efficient companies EXHIBIT 3:Estimated Hourly Labour Costs, In Euros – 2019 (Europe) EXHIBIT 4:Use-cases of blockchain in supply chain EXHIBIT 5:Blockchain + IoT addresses critical pain points EXHIBIT 6:Benefit of Blockchain can be realized through optimizing several functions EXHIBIT 7:Blockchain in Track and Trace solutions in Pharma EXHIBIT 8:Augmented Reality & ROI Importance EXHIBIT 9: Supply Chain & Logistics Technological Investment EXHIBIT 10: Real Time Supply Chain Management EXHIBIT 11: Annual Change in Online Spend: Thanksgiving and Black Friday (YoY Change: 2019 vs 2018) EXHIBIT 12: Online Sales on Biggest Shopping Days (2017, 2018 & 2019) EXHIBIT 13: Salary by Years of Experience in Logistics and Supply Chain EXHIBIT 14: Salary by Job Function in Logistics EXHIBIT 15: How Shoppers want to return online purchases EXHIBIT 16: Performance of E-commerce Marketing Initatives EXHIBIT 17: Top Events to Impact Supply Chain (2013-18); Similar to what COVID-19 is in 2020 EXHIBIT 18: Importance Of Online Shopping Personalization By Channel EXHIBIT 19: Traditional commerce vs Omnichannel commerce EXHIBIT 20: Challenges in Omnichannel Logistics EXHIBIT 21:Cloud computing will be driven by adoption of more decentralised computing and storage required by increasingly decentralised requirements of next-generation of supply chains EXHIBIT 22:Mobile Robots (AGV and AMRs) will be the biggest driver of automation in the forecast period (USD Million) EXHIBIT 23:We expect almost a quarter of the robots to be AI-powered EXHIBIT 24:Wearable solutions have the potential to be a $4B market by 2030, and improve the efficiency of overall supply chain (Values in USD million) EXHIBIT 25: Truck Driver Shortage (2011-2028) EXHIBIT 26:Autonomous Truck shipments globally will reach 1 million units per year by 2030 (Shipments in thousand units) EXHIBIT 27:Resulting in total economic benefits in excess of USD 40billion per year by 2030 EXHIBIT 28:Driven by different enabling technologies such as AI, IoT and 5G (Values in USD billion) EXHIBIT 29: Digital Supply Chain Twin Model EXHIBIT 30: Major Cyber Attack in 2019 EXHIBIT 31: Cellular IoT Connection EXHIBIT 32:IoT Market in Supply Chain is set to reach c$18B by 2030 EXHIBIT 33: Blockchain will create $176B in Business Value by 2025 and $3.1T by 2030 EXHIBIT 34:Cost of counterfeit products and thefts be in excess of $400B by 2030 globally EXHIBIT 35:Adoption of blockchain can lead to reduction in c5% of global counterfeit product reduction by 2030, resulting in savings of $26B EXHIBIT 36: Challenges to integrate AR/VR in Supply Chain & Logistics EXHIBIT 37:AR/VR will be an important enabling technology in the warehouse, but adoption to remain slow due to cost competitiveness of traditional AIDC technologies and lower dependence on human workers in the future EXHIBIT 38: Key elements of AI EXHIBIT 39: The evolution of supply chain management disciplines (adopted from Hokey, 2015) EXHIBIT 40: End-to-end supply chain management activities with the potential AI Tools EXHIBIT 41: Advantages of AI in supply chain management EXHIBIT 43:AI’s biggest use case is Autonomous Driving and Autonomous Mobile Robots, both of which need AI to function EXHIBIT 44: Global mobile data traffic (EB per month) EXHIBIT 45:We estimate that 5G technology will be an important enabler of next generation supply chain, contributing more than $5B in value to the market by 2030 EXHIBIT 46: Collaboration & Partnership in Supply Chain Design EXHIBIT 47:Supply Chain Maturity Curve EXHIBIT 48:Applications are enabled by Supply Chain Software, the market for which is expected to reach $33B by 2025 EXHIBIT 49:Evaluate Value Chain Nodes to idnetify key risks EXHIBIT 50:Artificial Intelligence for Demand Forecasting – Lennox Case Study EXHIBIT 51:Technologies Impacting Logistics Management EXHIBIT 52:Supply Chain and Complexity EXHIBIT 53: OEM Supplier Characterisitics EXHIBIT 54:Automation Impact by core merchandising activity EXHIBIT 56:Impact of IoT on CPG Value Chain EXHIBIT 57:Traceability through Blockchain EXHIBIT 58:Global Logistics Costs & 3PL Revenues (USD Billion) – 2010 to 2022E EXHIBIT 59:United States Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 60: Canada Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 61: United Kingdom Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 62: Germany Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 63: France Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 64: Italy Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 65: Spain Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 66: Russia Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 67: Netherlands Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 68: Sweden Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 69: Denmark Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 70: Finland Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 71: Norway Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 72: China Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 73: Japan Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 74: South Korea Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 75: Australia Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 76: India Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 77: Indonesia Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 78: Thailand Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 79: Malaysia Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 80: Singapore Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 81: Vietnam Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 82: Philippines Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 83: UAE Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 84: Saudi Arabia Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 85: Kuwait Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 86: Turkey Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 87: Israel Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 88: South Africa Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 89: Mexico Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 90: Brazil Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 91: Chile Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 92: Peru Logistics, Warehousing and Autonomous Trucks TAM (USD Billion) EXHIBIT 93:Warehouse Management System Key Players EXHIBIT 94:Transportation Management System Key Players EXHIBIT 95:Material Handling System Key Players EXHIBIT 96:AGV/AMR Key Players EXHIBIT 97: Automatic Identification & Data Capture Key Players EXHIBIT 98:Last Mile Delivery Key Players EXHIBIT 99: Piece Picking Robots Key Players EXHIBIT 100:Autonomy Service Provider Key Players EXHIBIT 101:Warehouse Drones Key Players EXHIBIT 102:Artificial Intelligence Key Players EXHIBIT 103:IoT Analytics Key Players EXHIBIT 104:Blockchain Key Players EXHIBIT 105:5G Technology Key Players EXHIBIT 106:Self-Driving Vehicles / Autonomous Vehicles Key Players EXHIBIT 107:Micro-Fulfillment Key Players EXHIBIT 108: Third Party Logistics (3PL) Key Players EXHIBIT 109:Global Truck Shipments Forecast: 2021 to 2030 EXHIBIT 110: Global Autonomous Truck Shipments Forecast: 2021 to 2030 EXHIBIT 111:Losses due to counterfeit products and other thefts : 2021 to 2030 EXHIBIT 112: Savings resulting from adoption of Blockchain and other technologies: 2021 to 2030 EXHIBIT 113:Logistics contribution to GDP : 2011 to 2020 EXHIBIT 114:Logistics contribution to GDP : 2021 to 2030 EXHIBIT 115: Road Transport contribution to GDP : 2011 to 2020 EXHIBIT 116: Road Transport contribution to GDP : 2021 to 2030 EXHIBIT 117:Warehousing contribution to GDP : 2011 to 2020 EXHIBIT 118: Warehousing contribution to GDP : 2021 to 2030 [/bt_text][/bt_column_inner][/bt_row_inner][/bt_tabs_items][bt_tabs_items headline=”Download Sample Report”][bt_hr top_spaced=”topSmallSpaced” bottom_spaced=”bottomSmallSpaced” transparent_border=”noBorder” el_class=”” el_style=””][/bt_hr][bt_row_inner][bt_column_inner width=”1/1″ align=”left” cell_padding=”default” vertical_align=”inherit” highlight=”no_highlight” 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