Supply Chain Briefing: Seven Ways Machine Learning Improves Efficiency

In our weekly Supply Chain Briefing series, we discuss how technology is transforming the various stages of the retail supply chain, including product design, demand forecasting, manufacturing, logistics, warehousing, last-mile delivery and sales. This report discusses machine learning, a branch of Artificial Intelligence (AI) that generates insights from data to help companies make better decisions and predictions.

Spotlight

PNG WORLDWIDE

PNG WORLDWIDE is a Third Party Logistics (3PL) provider, licensed NVOCC & International Freight Forwarder offering highly personal logistics support services. Every shipment we handle is managed by an experienced logistics expert who places the accent on you and looks out for your best interests.

OTHER ARTICLES
Supply Chain

For our deep Sustainability commitment and world leading contributions

Article | May 26, 2023

We track our commitments and goals quarterly through the Schneider Sustainability Impact 2018 – 2020 (formerly called the Planet & Society barometer). The 2018 – 2020 Schneider Sustainability Impact ?shows our commitments by 2020, as well as our contribution to the United Nations Sustainable Development Goals to be achieved by governments, companies, and civil society by 2030. For nearly 15 years we have been following a clear action plan with a dashboard called Schneider Sustainability Impact. It is based on our 2050 vision with tangible deliverables updated every three years. Our CEO and CFO announce our results on a quarterly basis, together with the company’s financial results.

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Warehousing and Distribution

The Role of ERP in Supply Chain Management

Article | July 11, 2023

In the past couple of years, supply chain management has witnessed massive disruption. The implications of the pandemic have put pressure on manufacturers to revisit and reimagine how they manage their supply chains. This is why ERP software is so mission critical in supply chain management. It not only helps supply chain chiefs reduce overhead costs but also enhance efficiencies and timely deliveries.Here are a few ways ERP plays a role in supply chain management to keep it moving. Complete Visibility Having a 360-degree view of the supply chain is integral to making the right decisions regarding procurement and purchase of materials and inventory. It also allows suppliers to have complete control and course correct when necessary. The insight into the complete supply cycle allows suppliers to respond to customer queries better. Inventory Tracking ERPs are truly a one stop shop for manufacturers. They feature extensive inventory tracking on one system so manufacturers are in the loop about inventory control and can better optimize their inventory and resources. For manufacturers it is crucial to know where their inventory is, what has been shipped, what is on hand at all times. With ERPs, it becomes cheaper to keep a stock of the inventory and place orders when it’s running low. Vendor Performance Vendor performance is an essential aspect of supply chain management. Being able to compare vendors, measure certain quality and quantity metrics and identify bottle necks help suppliers choose the right vendor as well as gives purchasing departments the power to negotiate for better pricing by consolidating purchase. ERPs allow suppliers to do all the above and more. Procurement Procurement of goods can be a complex process if done without the right tools. It also impacts the whole supply chain so it is doubly imperative to ensure the procuring and supply of goods is on time. This is especially true in an environment of custom manufacturing. Add to that the requirement of procuring products with lengthy lead times, manufacturers need to take into considerations product that need to be ordered long before they are even designed. ERPs allow manufacturers to keep all departments including engineering and warehousing to work in sync and plan to procure goods on time. Real-time Reports Reporting is labor intensive and can be inefficient when it comes to gathering and processing data. With ERPs, manufacturers can generate reports in real-time and all manual data collection processes are replaced with automation, saving time and money in viewing the insights into the movement of products in the supply chain. It enables manufacturers to get a better understanding and make timely decisions that improve the overall efficiency of the supply chain. To Conclude ERP systems offer endless opportunities for manufacturers to improve their processes, save time and resources and optimize and enhance inventory planning. With the right tools, it is possible to establish supply chain management that outperforms and is resilient even in disruptive times.

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Warehousing and Distribution

Predicting the Future of the Logistics Industry

Article | June 16, 2023

Introduction From warehouse robots to delivery drones, the supply chain is experiencing a tremendous upheaval. AI promises a totally autonomous and self-organized future supply chain. A fleet of vehicles utilizing a swarm algorithm can enhance cargo yard throughput; a trusted peer-to-peer ledger on blockchain architecture could change compliance in the sector; and wearables, mobile robotics, and machine learning technologies could speed up order fulfilment. IOT e-brokerage solutions can link shops to couriers and transporters with a click. Tomorrow's supply chain will be leaner, quicker, and self-organized. A few innovative technologies will fuel this unparalleled rate of change over the next 15 years. Here are the major technologies that are shaping the future of the logistics industry. Logistics Technologies for the Future Shipment Tracking Systems Previously, customers ordered shipments, had an anticipated arrival date, and then were kept in the dark until they chose to call. Customers can now access shipping and tracking systems around-the-clock due to developments in the internet and software. This not only enhances the customer experience (cx), but it also saves the business time and money. Internet of Things (IoT) The IoT reduces costs and delays by minimizing hazards in the supply chain. Cabs, cargo ships, trains, etc., have sensors that link to an alarm system or dispatcher. These sensors analyze and communicate information to the crew, who learns about hidden threats. IoT isn't a new technology, but it continues to influence logistics by improving in-transit visibility and delivery. Radio Frequency Identification (RFID) RFID technology has been used for a few years to monitor inventories labor-efficiently. A product tag or sensor produces radio waves. The company processes the data. RFID tags are similar to barcodes, but their faster information transport and data processing appeal to companies and the direction of technology. Many organizations use RFID tags to track containers in warehouses. Enhanced GPS Accuracy Almost everyone utilizes GPS on their vehicles or smartphones. These devices' accuracy has improved over time, assisting lost drivers and enhancing the supply chain. By monitoring truck locations and boosting hauls with current traffic data, GPS increases efficiency and customer satisfaction. Closing Lines Unprecedented times have produced unprecedented transformations that will last for generations. Changing demographics, technology improvements, and COVID-19 impacts are altering global supply networks. We must understand the driving factors and act on what we learn to adapt and rise to the situation. For the sake of our current workforce and future generations.

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Software and Technology, Logistics

Complexities Triggering Technological Advancement in Transport & Logistics

Article | July 12, 2022

Over the past decade, transportation and logistics have witnessed an immense transformation, from using automotive vehicles to drones and paper tags to advanced geotags. Also, the introduction of novel technologies and incorporation of innovative solutions such as artificial intelligence and blockchain has further reshaped the sector. How is Rising Complexity Triggering the Adoption of Novel Technologies? Today's supply chain is, in a word, complex. It has so many complexities, from ever-rising consumer expectations and disruptive events to globalized sourcing and omnichannel demand, that it is now being compared to a modern-day Gordian knot. With complexity comes ambiguity, particularly in the transportation and logistics industry. For instance, importers are expected to find cost-effective and efficient ways to transport goods from manufacturing facilities, which are frequently located halfway around the world, to distribution centers and then, ultimately, into the hands of consumers. In addition, e-commerce has further added to the complexity by introducing new channels into the jumble along with the introduction of same-day or next-day delivery standards with higher transparency and tracking features by leading players such as eBay, Walmart, and Amazon Here are a few prominent technologies assisting logistics companies to counter these complexities. Data Analytics Big data analytics aids in the more accurate and efficient planning of operational processes, services, and strategies, allowing businesses to align with emerging consumer needs. Artificial Intelligence (AI) and Machine Learning AI and Machine Learning have become the most sought-after tech in the transportation food chain. It assists businesses in enhancing operational functionality, boosting productivity and speed, designing optimal transit networks and routes, and improving safety through predictive risk calculation and elimination. The Internet of Things (IoT) With the rising need for transparency and tracking of shipped goods, IoT is garnering immense popularity across the transportation and logistics sector. It enables businesses to monitor and track their goods in real-time with the help of geo-tagging, RFID tags, and GPS, resulting in fewer delays in deliveries.

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Spotlight

PNG WORLDWIDE

PNG WORLDWIDE is a Third Party Logistics (3PL) provider, licensed NVOCC & International Freight Forwarder offering highly personal logistics support services. Every shipment we handle is managed by an experienced logistics expert who places the accent on you and looks out for your best interests.

Related News

Software and Technology

Warehowz Launches Self-Service for Flexible, On-Demand Warehousing

Warehowz | October 06, 2021

Warehowz, a cloud-based, on-demand warehousing marketplace, has launched a new self-service solution that enables businesses to find affordable, flexible warehouse space in as little as 24 hours. Warehowz's enhanced capabilities automatically match businesses in need of storage and fulfillment solutions with available space in over 1,500 warehouses throughout North America. "Our solution allows businesses to find and contract with a quality warehouse in the same day," said Darrell Jervey, founder and CEO of Warehowz. "We are revolutionizing the way businesses and warehouses work together by improving the processes that take the most time and cause the greatest friction." Without Warehowz's self-service capabilities, businesses must manually navigate through evaluating the quality and reliability of the warehouse, as well as comparing varied pricing structures. This often requires significant time for phone or email communication with warehouse personnel before transactions are executed. In addition to benefiting businesses, Warehowz's innovative self-service solution enables warehouses and 3PLs to pick and choose the projects they desire while simultaneously marketing their services and facility to a large audience of prospective customers. Warehouses save time on sales and negotiations and avoid implementing duplicative software. This symbiotic relationship is precisely why Warehowz's marketplace strategy differs from other incumbents in the industry and why self-serve is poised to accelerate growth for the company in the next 12 to 18 months. Warehowz has created a seamless self-service search process on the Warehowz marketplace. Businesses outline criteria, such as product type, location, project duration and more. Warehowz uses its matching algorithm to connect the user with fully vetted facilities who then provide quotes in a format that allows for side-by-side cost comparisons across standardized rate categories. Users select the quote and provider, and contracts are automatically generated. All payments are facilitated through Warehowz's marketplace. Businesses with questions can connect directly with the facility or with Warehowz. Warehowz's self-service offering comes at a time when businesses are managing significant supply chain disruptions, shrinking warehouse availability, and soaring warehouse rates. Warehowz empowers retailers and suppliers to make better and faster decisions without being hindered by long-term leases, costly minimums, or large-scale software implementations. About Warehowz Warehowz's cloud-based marketplace connects businesses in need of storage and fulfillment services with warehouses with available space. Easy, Flexible, Reliable. For more information visit www.warehowz.com.

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Logistics

Boeing Supplier Spirit AeroSystems Completes Warehouse Consolidation with Digital Logistics Center

Spirit AeroSystems | February 25, 2021

Soul AeroSystems, Boeing's biggest supplier, has finished a warehouse combination effort years in the making at its Wichita, Kansas, campus, CEO Tom Gentile said on the company's income call Tuesday. The new Global Digital Logistics Center brings what was 500,000 square feet of warehouse space into a seven-story 150,000-square-foot facility, Gentile said. "We have leveraged technology, similar to what other world-class distribution centers use, which translates into a more accurate and timely part handling and delivery system to the mechanics building product on our factory floor," he said. Spirit AeroSystems announced it had broken ground on the new logistics center in 2018, noting that it will help to increase storage capacity and the effectiveness of recovering parts, according to a press release from the time. Business has slowed at Spirit AeroSystems. The number of shipsets the supplier delivered dropped from 1,791 out of 2019 to 920 out of 2020, as indicated by slides presented during the earnings call. "Almost immediately in 2020, we started with the need to react to multiple production rate reductions, due to the 737 MAX grounding and then the COVID pandemic impact," Gentile said.

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Supply Chain

Alaska Cargo and Cold Storage Launches 32.5-Million-cubic-foot Cold Storage Development at ANC

Alaska Cargo and Cold Storage, LLC | January 25, 2021

Alaska Cargo and Cold Storage, LLC (ACCS) and the State of Alaska executed a 55-year lease arrangement at Ted Stevens Anchorage International Airport (ANC), denoting a significant achievement in the advancement of a more than 700,000-square-foot, atmosphere controlled stockroom office. With 32.5 million cubic feet of limit, the office will furnish ANC with a basic piece of infrastructure at the world's 6th busiest cargo airport. “This project will improve shipping to and through Anchorage, create jobs, and show the world that Alaska is open for business,” said Alaska Gov. Mike Dunleavy. “We’re excited about the potential this integral piece of the global cold chain has to make Ted Stevens Anchorage International Airport and Alaska a more attractive place for global companies to do business.” ACCS is a joint venture of industrialist Chad Brownstein and McKinley Capital Management, LLC (McKinley Capital), which is driven by Rob Gillam. Brownstein is the organizer of Rocky Mountain Resources which has totaled a modern complex all through the Mountain West. Gillam is the CEO and boss speculation official at McKinley Capital. Situated on the Great Circle Route, ANC is inside 9.5 long stretches of 90% of key business sectors in Asia, Europe and North America. Showing this significance, during COVID-19 air travel disturbances, ANC was the busiest air terminal on the planet on select days in 2020. Verifiably, a restricted stock of distribution center and move offices at ANC assigns ANC's air cargo uphold as "gas-and-go." Brownstein and Gillam state the advancement of ACCS — found runway-contiguous and inside a Foreign Trade Zone — will situate ANC to be changed into a key cold chain move center point for worldwide air cargo carriers.

Read More

Software and Technology

Warehowz Launches Self-Service for Flexible, On-Demand Warehousing

Warehowz | October 06, 2021

Warehowz, a cloud-based, on-demand warehousing marketplace, has launched a new self-service solution that enables businesses to find affordable, flexible warehouse space in as little as 24 hours. Warehowz's enhanced capabilities automatically match businesses in need of storage and fulfillment solutions with available space in over 1,500 warehouses throughout North America. "Our solution allows businesses to find and contract with a quality warehouse in the same day," said Darrell Jervey, founder and CEO of Warehowz. "We are revolutionizing the way businesses and warehouses work together by improving the processes that take the most time and cause the greatest friction." Without Warehowz's self-service capabilities, businesses must manually navigate through evaluating the quality and reliability of the warehouse, as well as comparing varied pricing structures. This often requires significant time for phone or email communication with warehouse personnel before transactions are executed. In addition to benefiting businesses, Warehowz's innovative self-service solution enables warehouses and 3PLs to pick and choose the projects they desire while simultaneously marketing their services and facility to a large audience of prospective customers. Warehouses save time on sales and negotiations and avoid implementing duplicative software. This symbiotic relationship is precisely why Warehowz's marketplace strategy differs from other incumbents in the industry and why self-serve is poised to accelerate growth for the company in the next 12 to 18 months. Warehowz has created a seamless self-service search process on the Warehowz marketplace. Businesses outline criteria, such as product type, location, project duration and more. Warehowz uses its matching algorithm to connect the user with fully vetted facilities who then provide quotes in a format that allows for side-by-side cost comparisons across standardized rate categories. Users select the quote and provider, and contracts are automatically generated. All payments are facilitated through Warehowz's marketplace. Businesses with questions can connect directly with the facility or with Warehowz. Warehowz's self-service offering comes at a time when businesses are managing significant supply chain disruptions, shrinking warehouse availability, and soaring warehouse rates. Warehowz empowers retailers and suppliers to make better and faster decisions without being hindered by long-term leases, costly minimums, or large-scale software implementations. About Warehowz Warehowz's cloud-based marketplace connects businesses in need of storage and fulfillment services with warehouses with available space. Easy, Flexible, Reliable. For more information visit www.warehowz.com.

Read More

Logistics

Boeing Supplier Spirit AeroSystems Completes Warehouse Consolidation with Digital Logistics Center

Spirit AeroSystems | February 25, 2021

Soul AeroSystems, Boeing's biggest supplier, has finished a warehouse combination effort years in the making at its Wichita, Kansas, campus, CEO Tom Gentile said on the company's income call Tuesday. The new Global Digital Logistics Center brings what was 500,000 square feet of warehouse space into a seven-story 150,000-square-foot facility, Gentile said. "We have leveraged technology, similar to what other world-class distribution centers use, which translates into a more accurate and timely part handling and delivery system to the mechanics building product on our factory floor," he said. Spirit AeroSystems announced it had broken ground on the new logistics center in 2018, noting that it will help to increase storage capacity and the effectiveness of recovering parts, according to a press release from the time. Business has slowed at Spirit AeroSystems. The number of shipsets the supplier delivered dropped from 1,791 out of 2019 to 920 out of 2020, as indicated by slides presented during the earnings call. "Almost immediately in 2020, we started with the need to react to multiple production rate reductions, due to the 737 MAX grounding and then the COVID pandemic impact," Gentile said.

Read More

Supply Chain

Alaska Cargo and Cold Storage Launches 32.5-Million-cubic-foot Cold Storage Development at ANC

Alaska Cargo and Cold Storage, LLC | January 25, 2021

Alaska Cargo and Cold Storage, LLC (ACCS) and the State of Alaska executed a 55-year lease arrangement at Ted Stevens Anchorage International Airport (ANC), denoting a significant achievement in the advancement of a more than 700,000-square-foot, atmosphere controlled stockroom office. With 32.5 million cubic feet of limit, the office will furnish ANC with a basic piece of infrastructure at the world's 6th busiest cargo airport. “This project will improve shipping to and through Anchorage, create jobs, and show the world that Alaska is open for business,” said Alaska Gov. Mike Dunleavy. “We’re excited about the potential this integral piece of the global cold chain has to make Ted Stevens Anchorage International Airport and Alaska a more attractive place for global companies to do business.” ACCS is a joint venture of industrialist Chad Brownstein and McKinley Capital Management, LLC (McKinley Capital), which is driven by Rob Gillam. Brownstein is the organizer of Rocky Mountain Resources which has totaled a modern complex all through the Mountain West. Gillam is the CEO and boss speculation official at McKinley Capital. Situated on the Great Circle Route, ANC is inside 9.5 long stretches of 90% of key business sectors in Asia, Europe and North America. Showing this significance, during COVID-19 air travel disturbances, ANC was the busiest air terminal on the planet on select days in 2020. Verifiably, a restricted stock of distribution center and move offices at ANC assigns ANC's air cargo uphold as "gas-and-go." Brownstein and Gillam state the advancement of ACCS — found runway-contiguous and inside a Foreign Trade Zone — will situate ANC to be changed into a key cold chain move center point for worldwide air cargo carriers.

Read More

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