Warehousing and Distribution
Article | July 11, 2023
Efficient demand forecasting techniques transform supply chain management, help optimize inventory levels, streamline operations, improve customer satisfaction, and achieve a competitive edge.
Contents
1. How Accurate Demand Forecasting Impacts Business Operations and Profitability?
2. Navigating the Pitfalls of Traditional Demand Forecasting
2.1 Limitations of Manual Forecasting Methods
2.2 Inaccuracy and Inconsistency in Demand Prediction
2.3 Multiple Products and Markets Challenges
2.4 Influence of External Factors on Demand Forecasting
3. Advanced Demand Forecasting Techniques for Supply Chain Management
3.1 Statistical Forecasting
3.2 Collaborative Demand Planning
3.3 Demand Sensing and Real-time Data Analytics
3.4 Agile Supply Chain Management Practices
4 Summing up
1. How Accurate Demand Forecasting Impacts Business Operations and Profitability?
Accurate demand forecasting plays a vital role in determining the operations and profitability of a business. By anticipating future demand, companies can more effectively plan their production, inventory management, and supply chain activities to meet customer needs while minimizing costs.
Additionally, accurate demand forecasting can aid businesses in enhancing customer satisfaction by proactively meeting customer needs and expectations, improving customer experiences and increasing customer loyalty. To generate actionable insights that drive informed decision-making, businesses must leverage advanced analytics and predictive modeling techniques that combine data from various sources with industry-specific knowledge and expertise.
“Businesses that leverage advanced analytics and predictive modeling techniques for demand forecasting report an average of 5% improvement in their supply chain efficiency.”
(Source: A survey by Deloitte)
Supply chain businesses frequently rely on sales data from the past, which may not be sufficient in the complex and rapidly changing business environment. Businesses might not observe an improvement in operations and profitability if they rely solely on conventional methods.
2. Navigating the Pitfalls of Traditional Demand Forecasting
As businesses strive to optimize their supply chain operations and meet customer demand, traditional demand forecasting methods can often hinder their efforts. In this context, it is essential to navigate the pitfalls of such techniques to achieve success in supply chain management.
2.1 Limitations of Manual Forecasting Methods
Manual forecasting methods have limitations that can affect demand forecasting accuracy in supply chain management. Frequently based on historical data, these methods can overlook emerging trends in supply chain management and alterations in customer behavior. In addition, manual processes are time-consuming, prone to error, and incapable of incorporating real-time supply chain data. As a result, businesses struggle to optimize supply chain operations and meet customer demand.
In addition, traditional forecasting methods can influence the ability to accurately predict demand, resulting in overstocked inventory, delivery delays, and, ultimately, poor customer satisfaction. Inaccurate demand forecasts can also result in poor purchasing decisions and increased carrying costs, negatively impacting profitability.
2.2 Inaccuracy and Inconsistency in Demand Prediction
Inaccuracy and inconsistency in demand forecasting pose significant obstacles in managing the supply chain. This is the case in the dynamic business environment, where market conditions can change rapidly, making it challenging for companies to keep up with shifting demand patterns. As traditional demand forecasting methods depend heavily on historical data, they produce inaccurate forecasts that do not reflect real-time market changes.
In addition, inconsistency in demand forecasting can also result in a mismatch between supply and demand, leading to missed opportunities or excess inventory. As a result, creating an effect on company’s bottom line in addition to customer satisfaction.
2.3 Multiple Products and Markets Challenges
Accurate demand forecasting is crucial to the success of supply chain management. When there are multiple products and markets to manage, it becomes a challenge for traditional demand forecasting. Different products and markets may have varying demand patterns and drivers, making it difficult for businesses to accurately forecast demand.
Manual processes and siloed data can hinder visibility and the ability to identify cross-product or cross-market trends, making supply chain optimization operations and meeting customer demand more complex. Managing multiple products and markets is one of the challenges of traditional demand forecasting when businesses operate in various markets with varying customer preferences and demand patterns for products.
2.4 Influence of External Factors on Demand Forecasting
External factors can significantly impact the demand forecasting accuracy for supply chain optimization. These factors are often unpredictable, and conventional methods may not account for them. The external factors affecting the supply chain include natural disasters, economic recessions, and sudden changes in consumer behavior.
In addition, political and regulatory modifications, such as tariffs or trade agreements, can affect the supply and demand of particular products. Therefore, businesses must incorporate these external factors into their demand forecasting models and advance the process, as traditional demand forecasting methods cannot predict accurate future demand patterns and ensure optimal supply chain operations.
3. Advanced Demand Forecasting Techniques for Supply Chain Management
To avoid the above-mentioned pitfalls, companies need to adopt advanced demand forecasting techniques that enable capturing and analyzing huge data from various sources to generate accurate and real-time demand forecasts.
3.1 Statistical Forecasting
Statistical forecasting is an advanced method for demand forecasting in supply chain management that utilizes complex algorithms and statistical models to analyze historical data, identify trends, and generate forecasts. This method employs numerous statistical techniques, including regression analysis, time-series analysis, and exponential smoothing, among others.
Statistical forecasting can help businesses overcome some of the limitations of traditional manual forecasting methods because it is more objective, data-driven, and capable of identifying trends and patterns which are not apparent with manual forecasting methods. As a result, by utilizing statistical forecasting, businesses can increase demand forecasting accuracy, optimize inventory management, and better align supply and demand, resulting in enhanced customer satisfaction, greater efficiency, and lower costs.
3.2 Collaborative Demand Planning
Collaborative Demand Planning combines intensive forecasting algorithms to predict future demand and a set of ML techniques to achieve better demand forecasting. It involves collaboration between suppliers, customers, and other stakeholders. The advanced data and insights sharing technique improve the comprehensive understanding of demand drivers and trends, leading to more accurate demand forecasting. The collaborative approach enables real-time adjustments to demand forecasts, which can help businesses respond promptly to market conditions and customer demand changes.
In addition, using advanced analytics and machine learning algorithms can help identify patterns and trends that would otherwise go unnoticed. That enables businesses to optimize inventory levels, reduce under and overstocking, and enhance customer service levels. In the dynamic business environment, it helps transform the supply chain that is better equipped to meet the ever-changing demands of customers.
3.3 Demand Sensing and Real-time Data Analytics
Demand Sensing and Real-time Data Analytics are advanced demand forecasting techniques that can assist businesses in overcoming the challenges that multiple products and markets pose to the supply chain. By utilizing real-time data from various sources, such as social media, point-of-sale systems, and weather reports, businesses can better understand customer demand patterns, adjust inventory and production planning, reduce delay, and increase responsiveness.
In addition to implementing demand sensing, businesses can begin with sell-in data obtained from supply chain planning or an ERP system in supply chain management and then incorporate all relevant data sources and external factors to broaden the forecasting horizon.
3.4 Agile Supply Chain Management Practices
Agile supply chain management practices are a collection of methodologies and strategies emphasizing supply chain operations' adaptability, responsiveness, and flexibility. These practices involve utilizing real-time data analytics, collaborative planning, and other advanced technologies to enable businesses to respond swiftly to changes in customer demand, market conditions, and other external factors.
Adopting an agile model allows the organization to act swiftly and decisively and achieve successful business outcomes despite adverse conditions. Agile supply chain management practices can give companies greater visibility and control over their supply chains, enabling them to adapt more effectively and efficiently to fluctuating market conditions in the context of external factors influencing demand forecasting. By cultivating a culture of continuous improvement, innovation, and customer value, agile supply chain management practices have the potential to transform into modern supply chain.
4. Summing up
Demand forecasting accuracy is crucial for supply chain management and profitability. Manual forecasting methods hinder operational optimization and customer demand fulfillment. Customer satisfaction, purchasing decisions, and carrying costs suffer from inaccurate forecasting. In order to avoid these pitfalls, businesses can leverage statistical forecasting and collaborative demand. These methods recognize trends and patterns, optimize inventory levels, reduce over- and under-stocking, and improve customer service using advanced analytics and machine learning algorithms.
As the supply chain evolves and becomes more complex, businesses must adopt advanced demand forecasting techniques. Implementing these techniques will enable businesses to optimize their supply chain management by better-aligning supply and demand, resulting in increased productivity, decreased costs, and ultimately increased profits.
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Warehousing and Distribution
Article | July 17, 2023
Supply chain is the backbone of any business. Since there is a supply chain in existence, you can buy whatever product you want. The supply chain is evolving since the Industrial Revolution, and it is still changing, and the evolution journey is fascinating. Before moving forward with the article, first, let's understand supply chain and supply chain management.
What is a Supply Chain?
A supply chain is an entire process of producing and selling commercial goods, beginning with the procurement of raw materials and ending with the distribution and sale of the goods. The supply chain ensures that a product is available in the right place, at the right time, and the lowest possible cost while ensuring the product quality. The supply chain aims to provide the maximum value to the customer at the minimum likely costs. The supply chain is the single most significant expense for businesses, and it provides them with a tremendous opportunity to improve and increase savings and profit margins. The price of most products is competitive in the market, but the supply chain determines the product's profit margin. The demand for products and services fluctuates for various reasons, and meeting this fluctuating demand with a higher degree of quality requires knowledge of supply chain management. Effective supply chain management is essential for any business to compete in the market.
What is Supply Chain Management?
Supply chain management is an essential factor in a business's long-term success. The management of how goods and services evolve from raw materials to products sold to consumers is known as supply chain management. It includes the processes of transporting and storing raw materials, storing finished goods until they sell, and tracking where sold goods go so that you can use the data to boost future sales. Supply Chain Management includes all aspects of business activities, including logistics, purchasing, and information technology. Materials, finances, suppliers, manufacturing plants, wholesalers, retailers, and consumers are all combined into a single system. A business with a well-managed supply chain can significantly reduce all operating costs associated with that chain, resulting in higher profits. The main goal of effective supply chain management is to increase profitability by improving customer satisfaction and reducing business costs. Profits improve as expenses are in control and reduced when possible. When the costs of purchasing raw materials and manufacturing goods drop, the operating costs also decrease.
Challenges in Supply Chain Management
There are many challenges related to supply chain management. In this section, we will focus on some of the most significant supply chain management challenges.
• Visibility: It is a significant issue in supply chain management. Businesses are unable to track all international cargo. The majority of data on the ocean or air shipments is often unavailable. Between 2008 and 2016, an average of 600 containers lost at sea (it does not include catastrophic incidents). These figures are concerning because the amount of cargo shipped over time is rapidly rising.
• Uncertainty: Uncertainty has been difficult in supply chain management. Demand planning is essential because many businesses have massive amounts of leftovers. If it is perishable, it is thrown away. There is a lot of waste, and it's all because of bad planning. In addition, initial raw materials may be unreliable, or lead time may be unpredictable. It isn't easy to be confident of any part of the supply chain, mainly because it is an extensive system.
• Customer Service: Supply chain management is all about getting the right product to the correct location at the right time. It seems easy at first, but it can quickly become complicated.
• Cost Management: Increasing energy/fuel and freight costs, a more significant number of global customers, technology, rising labor wages, new regulations, and rising commodity prices all strain operating costs.
• Planning and Risk Management: Annual reviews and redesigns are needed to be efficient and effective. These changes are in reaction to market changes, such as new product releases, global sourcing, credit availability, and the need to protect intellectual property. To monitor and minimize these threats, they must be identified and quantified.
• Supplier/Partner Relationship Management: It is crucial to create, understand, and follow mutually agreed standards to understand current performance and areas for improvement better. Using two separate approaches to measure and communicate performance results is a waste of time and resources. Trusting the system that was in place to ensure consistency and better supplier/partner relationships is necessary.
Emerging Trends in Supply Chain
The supply chain process is continuously evolving. The emerging supply chain and logistics trends prioritize intelligent, tech-driven management to minimize operational costs and enhance efficiency. The logistics and supply chain aspect is vital for any business in supplying high-quality raw materials, ensuring an efficient manufacturing process, and tracking, shipping, and storing finished goods.
Companies that implement well-designed supply chain practices can satisfy customer needs more quickly and efficiently. This improves customer relationships and loyalty, resulting in increased revenue and the acquisition of new customers through positive word of mouth.
Let's look at some significant emerging trends that are expected to shape and develop supply chain operations in the future.
Digitization of Supply Chains
Digitization is the process of reinventing logistics operations by combining the latest technology with other physical and digital assets. Digitization allows us to better adapt to the fast-paced, highly competitive, omnichannel business environment.
Digitization increases the speed, dynamics, and resiliency of supply chain operations, resulting in improved customer responsiveness and, ultimately, increased revenue. Companies that embrace digitalization can gain genuine value, improved revenue, and market valuation.
Companies should significantly redesign their supply chain strategy to gain the full benefits of digitization. It is not enough to decorate it with digital technology.
The Internet of Things (IoT) occupies a significant position in digitalization as a highly transformational technology solution in the logistics sphere. The Internet of Things (IoT) is a network of interconnected computing devices that allows data to be sent over networks without human input. It assists businesses in monitoring inventory, managing warehouse stock, optimizing fleet routes, and reducing dead miles.
Artificial Intelligence
Advanced Artificial Intelligence solutions have several uses in the supply chain, particularly in the warehousing area. The procurement process involves using gesture recognition solutions instead of keyboard and mouse. It also includes self-driving vehicles, which are designed to navigate without human assistance.
In the supply chain, the concept of robotics and automation is widely implemented. The new generation of robots is easier to program, more flexible, and more affordable. Their job is to help employees with repetitive and physically challenging tasks.
Enhanced Supply Chain Visibility
Proper supply chain data analysis can significantly boost business forecasting and decision-making. It can also optimize the use of inventory management, storage, and transportation resources.
Supply chain visibility provides information on what is happening at each stage of the supply chain. It is crucial for the overall efficiency of the supply chain process, which includes sourcing, manufacturing, transportation, and delivery.
Real-time inventory management is one of the advantages of enhanced chain visibility. It uses mobile point-of-sale systems and sensors, and it elevates inventory management to a whole new level.
For example, instead of paying for purchased goods at a store, customers can take the desired products and have the products immediately charged to their credit and debit cards. Furthermore, real-time inventory management allows for the replacement of goods as they are consumed.
Circular Supply Chain
The term "linear supply chain" refers to the traditional concept where goods travel in a straight line (from raw material to finished product). Modern logistics techniques are focused on the circular supply chain idea, which involves reusing previously, used products as raw materials.
Reusing products and materials is referred to as reverse logistics, and it is a novel and innovative technique. It assists businesses in reducing administrative and transportation expenses, increasing sustainability, improving customer service and loyalty, creating value, and conserving resources.
Used products can be kept in circulation if businesses work together with their suppliers and customers.
More focus on Risk Management and Supply Chain Resiliency
Without a doubt, companies must seriously consider supply chain risk management as a means to prepare for unfavorable circumstances. The increasing use of outsourcing, offshoring, product versatility, supply chain security, and significant interdependence across the supply chain highlights the need to deal with risks in the supply chain.
However, no matter how solid the plan is, it cannot prevent errors from happening. Here's where supply chain resilience comes into play. It is an accurate indicator of a company's ability to survive disruptive circumstances.
Visibility throughout the supply chain is necessary to detect disruptions, close collaboration with suppliers and distributors so that alternative supply routes can be found, and a good incident response plan to provide a course of action when disruption occurs are all steps that are important to make the supply chain more flexible and resilient.
Use of SaaS in the Supply Chain
The software-as-a-service (SaaS) Sapproach is growing in popularity in supply chain technology and logistics management and the growth of cloud computing. This is primarily due to SaaS's security and safety and the convenience of paying for precisely the services you require. Companies can avoid the high fixed costs of system maintenance, upgrades, and infrastructure-related expenditures by using SaaS.
Supply chains are continuously evolving technology, and the diversity of employee skill sets is playing an essential role in this evolution. Organizations are becoming more conscious of changes in their market competition and continuously updating or even reinventing their market offering to maintain and develop their market positioning.
Many companies are already turning to technology to improve their supply chain operations; however, before new systems are implemented and employees are upskilled to adapt to new ways of working, existing processes must be reviewed to eliminate waste activities from the supply chain, and data must be cleansed. To meet consumer demands, supply chains must be constantly checked for efficiency improvements and aligned with corporate strategy. At present, many organizations are reviewing the length of their supply chains, intending to minimize the overall size and bring supply chains closer to the organization or the end consumer, reduce risk exposure, eliminate waste, and align with corporate strategy.
FAQ’s
• What are the three foundations of supply chain?
The three foundations of a supply chain are strategy, service, and cost. Aligning the strategy, service and cost is essential to support your company’s overall business growth and objectives. A good strategy along with good service and reduced costs helps in increasing profitability and customer satisfaction.
• What are the pillars of supply chain?
Plan, Source, Make, Deliver and Return are the pillars of supply chain.
Planning involves strategies and methods to be planned, Sourcing means procuring raw materials and other services, Making means manufacturing, Deliver means ensuring that the products reach the customers on time and Return means post delivery customer support that is associated with all kinds of returned products.
• Why supply chain management is important?
The management of how goods and services evolve from raw materials to products sold to consumers is known as supply chain management. It includes the processes of transporting and storing raw materials, storing finished goods until they sell, and tracking where sold goods go so that you can use the data to boost future sales. A business with a well-managed supply chain can significantly reduce all operating costs associated with that chain, resulting in higher profits. The main goal of effective supply chain management is to increase profitability by improving customer satisfaction and reducing business costs.
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Supply Chain
Article | August 17, 2023
Efficiency is crucial for B2B supply chain success. Effective supply chain management techniques can streamline operations, reduce costs, and enhance customer satisfaction from planning to delivery.
Contents
1. Strategic Planning to Enhance Supply Chain Optimization
1.1 Roadmap for Developing Supply Chain Optimization
1.2 Integrating Supply Chain Strategy with Business Strategy for ROI Growth
2. Effective Procurement Strategies to Maximise ROI in Supply Chain
2.1 Supplier Relationship Management
2.2 Cost-effective Procurement Processes
2.3 Continuous Improvement and Innovation
2.4 Risk Management and Mitigation
3. Optimizing Supply Chain with Effective Demand Forecasting Techniques
3.1 Anticipate Future Demand
3.2 Overstocking and Understocking Risk Management
3.3 Integrated Forecasting approach between Supply Chain Stakeholders
4. Emerging Technologies for Supply Chain Optimization Leveraged by Enterprises
4.1 AI and ML
4.2 Blockchain Technology
4.3 IoT
4.4 Augmented Reality and Virtual Reality
5. Leading Solution Providers for B2B
6. Conclusion
Optimizing the B2B logistics and supply chain management has become a crucial business strategy to increase efficiency, cut costs, and boost customer satisfaction in the fiercely competitive business environment. With the increasing customer demand, supply chain managers now emphasize on faster, more precise, and unique ways to fulfill orders with enhanced logistics management techniques.
“Companies that optimize their supply chain operations experience a 2.3 times greater EBITDA (earnings before interest, taxes, depreciation, and amortization) than their competitors.”
(Source - A survey by Deloitte in 2020)
Despite the significance of supply chain optimization, it is challenging to keep up with the latest industry trends and best practices due to the dynamic nature of the logistics industry. Learning the value of optimizing the B2B supply chain and how it can assist businesses in keeping up with the ever-growing demands of their customers through planning, strategizing and leveraging technologies helps businesses maintain a competitive advantage and achieve sustainable growth.
1. Strategic Planning to Enhance Supply Chain Optimization
To achieve optimal results, businesses must develop a comprehensive plan outlining their supply chain improvement goals, objectives, and strategies.
1.1 Roadmap for Developing Supply Chain Optimization
Developing a roadmap for supply chain optimization includes reviewing current operations that help in identifying the strengths and weakness of the supply chain management and assist in recognizing the opportunities for improvement, establishing SMART goals and objectives, defining strategies to meet these goals, involve streamlining processes, investing in technology, improving supplier relationships, and engaging customers and actions, as well as ensuring market adaptability to accommodate changing market conditions and evolving customer needs through assessment and adjusting the roadmap.
1.2 Integrating Supply Chain Strategy with Business Strategy for ROI Growth
Integration of the supply chain involves aligning the supply chain objectives with the overall business goals, such as revenue growth, cost reduction, and customer satisfaction. The integration ensures the supply chain operations support the business goals, like cost reduction, customer satisfaction and revenue growth.
"Companies that successfully integrate their supply chain and business strategies can reduce operating costs by 10-15% and increase efficiency by 20-30%.”
(Source - A study by Accenture in 2020)
The alignment further helps track KPIs and data-driven decision-making and continuously improves the supply chain operations to achieve objectives. Furthermore, it assists in better planning, coordination, and execution of supply chain activities, resulting in faster and more accurate fulfillment of customer orders.
2. Effective Procurement Strategies to Maximize ROI in Supply Chain
Procurement strategies can raise productivity in the fast-paced logistics management and supply chain industry by optimizing the supply chain, boosting efficiency, and giving a competitive edge.
2.1 Supplier Relationship Management
Effective supplier relationship management (SRM) can result in more competitive pricing, enhanced product quality, and increased dependability. To accomplish SRM, businesses must identify key suppliers, develop partnerships, communicate effectively to ensure clear expectations and mutual understanding, share information and collaborate to foster innovation and continuous improvement.
2.2 Cost-effective Procurement Processes
Implementing cost-effective procurement procedures can help businesses reduce expenses and enhance productivity. To achieve cost-effectiveness, businesses should streamline operations to save time and money, leverage technology to automate processes and improve accuracy and negotiate with suppliers for better pricing and terms.
2.3 Continuous Improvement and Innovation
Continuous improvement and innovation are necessary for logistics and the supply chain to remain competitive. This involves regularly reviewing and updating procurement processes, supporting supplier innovation, and keeping up with procurement and supply chain management technology trends and developments.
2.4 Risk Management and Mitigation
Effective risk management and mitigation strategies are essential to prevent disruptions in the supply chain. To achieve this, businesses should focus on identifying potential risks and developing mitigation strategies, incorporating redundancy into the supply chain to minimize the impact of disruptions, and establishing transparent emergency communication and escalation procedures.
3. Optimizing Supply Chain with Effective Demand Forecasting Techniques
3.1 Anticipate Future Demand
Accurate demand forecasting is crucial for supply chain optimizing done by analyzing real-time supply chain data to identify trends. For demand forecasting, businesses can utilize historical sales data, market trends, and customer feedback. To make accurate forecasts, companies must consider various factors influencing demand, such as seasonality, economic conditions, and shifting customer preferences.
3.2 Overstocking and Understocking Risk Management
Demand forecasting errors can lead to overstocking and understocking in supply chain management. Using demand forecasting rightly can determine the optimal inventory level at any given time to avoid overstocking and understocking. Businesses can predict demand and adjust inventory by analyzing sales data, market trends, and other factors.
3.3 Integrated Forecasting approach between Supply Chain Stakeholders
The integrated forecasting approach entails coordinating data sharing and communication between all supply chain stakeholders, from suppliers to customers. Stakeholder participation in demand forecasting improves accuracy. In addition, each stakeholder has unique knowledge and perspective that can help identify trends and patterns.
4. Emerging Technologies for Supply Chain Optimization Leveraged by Enterprises
4.1 AI and ML
Leading SCM providers do offer regression modeling and causal analysis for demand forecasting. Using AI and ML, the functionality is embedded within the DP module. If a more rigorous and sophisticated approach is desired, it is possible to forecast demand numbers outside the SCM system using sophisticated modeling and then upload them back into the SCM system.
4.2 Blockchain Technology
Blockchain enables secure, transparent, and decentralized transactions. It can be utilized in the supply chain to track the movement of goods, reduce the risk of fraud, and increase supply chain visibility by maintaining an immutable record of every transaction.
4.3 IoT
To monitor humidity, temperature control, and other environmental factors that affect the quality of products while in transit. IoT helps businesses enhance supply chain visibility, reduce product spoilage risk, and enhance customer satisfaction using modern temperature control technology.
4.4 Augmented Reality and Virtual Reality
AR and VR technologies are transforming the supply chain by improving the accuracy of inventory management, reducing errors, and enhancing the training of employees. In addition, its tools can be used to create digital representations of warehouses, products, and equipment, allowing employees to visualize the supply chain and identify areas for improvement.
5. Leading Solution Providers for B2B
Several leading B2B companies have been identified based on research for supply chain optimization. To optimize supply chains, these companies have demonstrated a commitment to strategic planning, effective procurement strategies, and demand forecasting techniques. The solution providers also recognize the significance of managing risks associated with overstocking and understocking and have implemented integrated forecasting approaches with their supply chain partners and customers. In addition, these companies use emerging technologies such as augmented reality, virtual reality, cloud technology, machine learning and AI, blockchain technology, and the IoT to improve their supply chain operations. By prioritizing supply chain optimization, the following B2B companies gain a competitive advantage within logistics and supply chain industries and provide exceptional customer experiences.
Coupa Software
The supply management solutions offered by Coupa Software are hosted in the cloud and make use of machine learning and artificial intelligence to provide businesses with insights that can be used for data-driven decision-making.It assists businesses in tracking the performance of their supply chains compared to key performance indicators, identifying areas in which advancements can be made, and taking action to optimize their supply chain operations.
Stord
Stord a platform provider, offers a suite of software solutions that improve supply chain management for businesses. Its warehousing, transport, and inventory management solutions are integrated into a single platform. As a result, Stord offers companies greater visibility and control over their supply chains, allowing them to make more informed decisions and optimize operations by combining these functions into a single platform.
Roambee
Roambee is an artificial intelligence (AI)-powered platform that provides improved supply chain and visibility solutions for real-time, on-demand, and end-to-end data. Using cloud data analytics and automation, it assists in monitoring shipments, inventories, and returnable assets to provide dependable and responsive monitoring solutions. The result is a return on investment (ROI) of 4X or more on the supply chain assets by optimizing inventory levels and utilization.
FlowSpace
FlowSpace offers cloud-based supply chain solutions. With an internet connection, businesses can access real-time inventory, orders, and shipments from anywhere. Its solutions optimize inventory and demand fulfillment with machine learning and predictive analytics. In addition, IoT sensors and beacons provide accurate warehouse operations data for the company. FlowSpace uses cutting-edge technology to provide efficient and effective supply chain solutions.
OPTEL Group
OPTEL Group's cutting-edge traceability solutions help businesses optimize their supply chain. These solutions permit businesses to track their products and materials throughout the supply chain, from production to distribution. It's traceability solutions provide businesses with real-time visibility into their supply chain operations by utilizing advanced data capture technologies such as barcode scanning, RFID, and serialization. This allows them to identify potential bottlenecks, optimize workflows, and decrease waste and inefficiency.
Blue Ridge
Blue Ridge,a provider of cloud-based supply chain solutions, has developed a suite of solutions that make use of machine learning and artificial intelligence to improve the accuracy of forecasts, reduce the costs associated with inventory, and increase company's profitability. It does this by providing businesses with flexible and scalable solutions, as well as ones that can be adapted to meet the particular requirements of each business.
GMDH Streamline
GMDH Streamline makes use of complex algorithms to perform data analysis and provide insights that, when implemented in B2B logistics operations, can lead to increased efficiency and a reduction in costs. This software can analyze past sales data and make predictions about future demand patterns, which helps to ensure that the right products are always available for purchase. Because of this, there will be less of a need for excessive stockpiling, which can prevent the free flow of capital and raise the risk of stock obsolescence.
Netstock
Netstock's cloud-based solutions provide businesses the agility and responsiveness they need to stay competitive in the ever-changing business landscape. With its seamless integration with industry-leading ERPs, Netstock unlocks valuable ERP data and enables businesses to make informed decisions based on enhanced analytics. In addition, by leveraging Netstock's solutions, businesses can respond swiftly to supply and demand fluctuations, resulting in optimized logistics and efficient supply chain management.
Solvoyo
With Solvoyo's platform, businesses can optimize their supply chain performance, reduce inefficiencies, and achieve cost savings. In addition, the platform offers advanced scenario modeling and real-time analytics to help companies to make informed decisions and quickly adapt to changing market conditions. By leveraging Solvoyo's capabilities, businesses can achieve a competitive advantage and drive growth in the dynamic world of supply chain management.
American Software, Inc.
American Software provides logistics and supply chain companies with supply chain management software solutions. Its solutions including supply chain planning, warehouse management, transportation management, global trade management, and vendor inventory management are intended to assist businesses in optimizing their B2B logistics operations, increasing their efficiency, and lowering their expenses. In addition, it provides modern temperature control technology to ensure safe and efficient transport of temperature-sensitive goods in the supply chain.
6. Conclusion
“The global supply chain management market size is expected to reach USD 37.4 billion at a CAGR of 11.3% by 2027."
(Source - Grand View Research)
The anticipated growth of the global supply chain management market presents businesses with opportunities to enhance their supply chain operations by implementing innovative technologies and strategies. The increase in market size indicates a growing demand for efficient supply chain management solutions that reduce costs, optimize efficiency, and improve customer satisfaction. Businesses can use AI, blockchain, and augmented reality to analyze real-time data, forecast demand, and streamline procurement. These technologies and strategies can give logistics and supply chain management businesses an edge in the increasingly competitive marketplace.
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Software and Technology
Article | April 19, 2022
The unsurprising investment eagerness of venture capital funds is manifesting in an automation tech glut in the distribution center space. Motivated by enabling trends like labor and land shortages, DCs are amid an automation transformation. Never has defining an automation strategy been more important.
There’s no shortage of VC cash available to logistics tech startups
With a brightly shining spotlight centered on supply chains for the past two years, it’s no surprise that total funding in logistics startups has seen a dramatic increase – growing at over 70% CAGR (Compound Annual Growth Rate). Logistics technology startups raked in over $25 billion in the first three quarters of 2021. That’s more than half of the total amount raised in the whole of 2020, and the incentives for continuing investment persist.
The rise of the of the “micro” DC
“Micro” is a relative term. The size of a micro fulfillment center (MFC) can range from 5,000 to 50,000 square feet. Those reduced square footages allow location in dense urban areas, typically within 40 miles of most of their intended customers. In addition, smaller footprints lead to reduced rents compared to a standard customer fulfillment center (CFC), and the proximity to consumers makes for lower final mile delivery costs. It’s no wonder that MFCs accounted for more than half of the logistics real estate leasing activity in the third quarter of 2021. The “urban logistics” trend is fueling demand for these highly automated, smaller locations.
Vertical logistics integration grows ever more fashionable among retailers
It’s a very “in” thing right now, these acquisitions and partnerships, and they won’t be going out of fashion soon. For example, American Eagle took in Airterra and its parcel optimization tech and third-party logistics (3PL) provider Quiet Logistics.
Target started early. They bought Grand Junction, a software platform that helps retailers determine the best delivery method and track carrier performance, in 2017. Their 2020 acquisition of Deliv brought with it same-day delivery routing technology that they’re now applying to their 2021 purchase, on-demand delivery service Shipt. Target uses Delivs’ tech to generate more efficient routes for Shipt.
Kroger has partnered with UK’s e-grocery specialist Ocado to build automated CFCs across the US and expand their retail footprint. The first CFC opened last spring in Ohio and their second in Florida later that year. They plan to open 20 CFCs over the next three years.
“The proliferation of DC automation solutions and modalities, the rise of MFCs in high-density urban areas, the increasingly automated vertical integration of logistics, and the need to rapidly expand order fulfillment capacity have all, in combination, advanced the need for and application of clearly defined strategies concerning the implementation of automation technology. Do not operate without one.”
Vikas Argod, Principal, Supply Chains Operations practice at Chainalytics
Coping with shortages in warehouse space and labor availability
Third quarter, 2021 US demand for industrial real estate exceeded supply by 41 million square feet. This pushed the national vacancy rate in the fourth quarter down to a record 3.7% in the Cushman & Wakefield US National Industrial MarketBeat report for Q4 2021. Who knows what the record might be when the Q1 2022 report breaks in a few weeks?
On the labor side, the December 2021 US unemployment rate was 3.9%, lower than in December 2019 (3.6%) yet reflecting a tighter labor market. Labor force participation rates are at 61.9%, nearly 2% below February 2020 levels, because of lingering effects of the COVID-19 pandemic. The rising wages and signing bonuses of the past year offer silent testimony to the ongoing constraints in today’s labor market.
Both trends will remain with us for the near- and mid-term, making an automation strategy a necessary part of your DC operations as you attempt to mitigate the effects of both. In addition, warehouse labor shortages are most pronounced in markets with high distribution center densities – Greater Memphis, In-land Empire, Allentown, PA, et al.)
Building the capability to rapidly open DCs at scale
No other factor drives home the need for a coherent DC automation strategy like this one. Let’s explore it with an example.
We’ll call this “A Tale of Two Companies.” One jumped on the automation bandwagon without hesitation – not a bad thing – but applied no strategic groundwork. The other is, well, Amazon.
Company one responded to increasing demand by creating DCs in their usual, strategically located fashion. However, with automation, the lack of a logical strategy led to adopting “the best that money could buy.” So, while these DCs work fine on their own (most of the time), each employs unique implementations from a variety of vendors, with little to no overlap of methods, capabilities, and management procedures between DCs. It’s functional, but a needlessly complicated hodgepodge.
On the other hand, it definitely looks like Amazon has a standardized automation strategy. One that can easily adapt to exploit the individual physical specifications of any space. This makes it simple to arrive and equip it with a standard package of automation solutions. That’s probably how Amazon blanketed the US with over 400 new DCs in just the last two years. They waste no time or money on repeating unnecessary decisions along the way.
Now, we all can’t have the resources of an Amazon. However, the rise of on-demand warehousing companies like Stord and Flexe allow organizations to dramatically decrease the cycle time of standing up additional fulfillment capability.
Developing an automation strategy will feel familiar. It begins with benchmarking, order profiling, current performance drivers, EBIT targets, and theoretical evaluations of newer technology options. All this leads to the creation of a decision framework for DC automation. The goal here is achieving alignment among the leadership on critical capabilities to focus on. These include rapid fulfillment, labor shortage, capacity constraints, safety challenges, or sustainability. Those that commit to this process will start slowly but finish with a strategy that will underpin thousands of decisions and enable sustained rapid growth.
If, in the end, you decide that automation is not right for your operation, that’s a perfectly valid strategy as well. So long as you have a method to evaluate all of your options, and you base your decision on cost-service-sustainability trade-offs, the right strategy for your organization may be no automation at all.
There’s no point in chasing shiny robotic objects if automation makes little sense.
The rise of automation and the multitude of technologies to choose from require the development of a strategic decision framework. Contact us and see how Chainalytics – an NTT DATA company – can be your guide in developing this critical part of your foundation for growth. Our top supply chain talent, enabled by proven, leading-edge digital assets – tools, methods, and content – deliver actionable insights and measurable outcomes to some of today’s largest and most complex supply chains.
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