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To build an outside-in model, and use new forms of analytics, we must start the discussion with the question of, “what drives value?” ” Traditional planning models optimize functional processes to improve cost and customer service. You are right. The answer is not th e Gartner Top 25.
Enterprise procurement leaders are under more pressure than ever—juggling cost control, compliance, supplier risk, and internal complexity, all while trying to modernize outdated systems. AI, automation, and generative tools are redefining efficiency, allowing procurement teams to move from reactive to proactive decision-making.
In 2016, we finished a study on continuous improvement. In the study, when we asked for the top elements of business pain to drive continuous improvement for companies greater than 5B$ in annual revenue, as shown in Figure 1, we found the largest issues with cross-functional alignment and availability of talent.
Procurement and supply chain management are often used interchangeably—but in practice, the lines between them can blur in ways that create real friction. Misaligned priorities, siloed systems, and unclear ownership can directly impact key performance indicators like cost savings percentage and procurement cycle time.
A disruption at any point in the global logistics network including the average of 12 touch points from shipment packaging to final delivery can prove disastrous for profits, service levels, customer loyalty, and other key metrics. With the global e-commerce market predicted to reach $8.1 billion to $23.07
Advanced supply chain planning is being transformed by probabilistic forecasting , which revolutionizes demand forecasting, supply planning, and inventory optimization. Enhancing Inventory with Probabilistic Forecasting A supply chain is a complex ecosystem influenced by dynamic variables. The result?
Probabilistic forecasting is revolutionizing demand forecasting, supply planning, and inventory optimization by significantly improving forecast accuracy and decision-making across distribution networks. Enhancing Inventory with Probabilistic Forecasting A supply chain is a complex ecosystem influenced by dynamic variables.
The award, based on beating the industry peer group on rate of improvement on the key metrics of growth, operating margin, inventory turns, and Return on Invested Capital (ROIC) while outperforming their peer group, is tough to achieve. The orbit chart below illustrates L’Oréal’s performance at the intersection of two metrics.
It is crucial for organizations to understand the importance of Purchase Order collaboration to effectively manage their direct spend, optimize operations, and mitigate risks. From natural disasters to geopolitical tensions and the ongoing COVID-19 pandemic, supply chains have been significantly impacted.
Reason #6 Not effectively managing inventory. Reason #9 Relentless pursuit of one supply chain metric at the expense of other metrics. Imagine that your child brings home their report card and it’s a mix of good and fair grades. Social studies? One example that I’ve seen several times is around inventory targets.
Case Studies. A Case Study. This case study will show you the analysis of Apple Supply Chain core processes, challenging issues and complexities of its operations. 1) Apples Supply Chain Model. Information about Apple Supply Chain is a bit here, there and everywhere, its kinda tough to find the actual case study.
After two decades of study, I think because it is a lack of understanding. At each company, there is a relationship between the metrics of growth, margin, inventory, customer service, and asset strategy. Understanding this relationship requires modeling. (A A Case Study. The reason? Was this by design?
Picture this: You’re a warehouse manager, and with a few taps on your smartphone, you instantly know the exact location and quantity of every item in your inventory. That’s not science fiction—it’s the power of mobile inventory management. Ready to turn your inventory from a headache into a strategic asset?
The latest study highlights opportunities for businesses to strengthen resilience with artificial intelligence (AI)-driven demand sensing to optimize inventory, realize more value from planning investments, and better serve clients during disruptions of any size. Orlando, FL – October 2, 2024 – E2open Parent Holdings, Inc.
Wikipedia In 2014, I was exploring methods to publish what is now the Supply Chains To Admire report. The use of orbit charts allowed me to see the patterns of performance at the intersection of metrics over time. For the past decade, I have been studying these patterns. We purchase data from Y charts. (A but declining.
How aligned do you believe your organization is to drive these metrics? P&G did not appreciate the work Gilette accomplished on form and function of inventory and using market signals. As a result, the company’s performance at the intersection of margin and inventory turns was circular for the past decade.
Leaders surveyed in third annual ToolsGroup and CSCMP report are “extremely concerned” about external supply chain threats but lack people to make transformation succeed. Download the complete report: Digital Supply Chain Planning Outlook 2022 ?.
Analysis of case study is certainly one of the most popular methods for people from business management background. In order to accelerate the learning, this article has gathered 20+ most sought-after supply chain case studies, analyzed/categorized them by industry and the findings are presented.
I know that your primary focus is procurement. If S&OP efforts were that effective, don’t you think that we would have made more progress against inventory levels, margin, and growth? In part, this results in increasing swings in inventory in response to shifts in consumer demand as one moves further up the supply chain.
Supplier problems will cause a cascade of problems up and down the value stream, leading to supply order delays that cause inventory shortages, production disruptions, missed shipments and lost revenue. The study found that these leaders considered the largest gap to be between supply chain and procurement, citing it as a major issue.
Companies are stuck at the intersection of inventory turns and operating margin. In companies, there is no standard model for demand processes. New forms of analytics make new capabilities possible. Let’s start with these: Demand Sensing: The reduction of time to sense purchase and channel takeaway. It is evolving.
I think about this discussion with Keith often as I work on the Supply Chain Index and edit the chapters of Metrics That Matter. In Figure 1, I share a composite orbit chart of progress of Cisco Systems, Intel, Samsung and Flextronics on the Effective Frontier at the intersection of inventory turns and operating margin for 2006-2012.
We have been taught, as supply chain leaders, that over the last decade supply chain processes have improved costs, shortened cycle times, improved customer service and decreased inventory. After two years of studying corporate balance sheets and talking to supply chain leaders, I now see things quite differently.
Despite two decades of advancement in supply chain technologies, companies are struggling to gain balance at the intersection of operating margin, inventory turns and case fulfillment. I have learned that supply chain systems are more complex than I originally thought, and that the relationships between supply chain metrics are nonlinear.
Retail returns occur when a customer returns the purchased items to a seller in exchange for a refund, store credit, or a similar product. Returns come with plenty of challenges around logistics, inventory, and predicting volatile sales trends. 84% of buyers read the return policy before making an online purchase.
In a recent study, MIT found that companies that focus on 5 key initiatives to improve their supply chain data can have a big impact on their bottom line. Some supply chain companies are leaning on the power of analytics to help streamline their processes and get ahead of their competitors. But the benefits far outweigh the challenges.
The consulting team pitches a theme–vision of supply chain best practices, big data analytics, or demand-driven value networks– to the executive team, and a new project is initiated. It was also the preference of the consulting partners because the projects were longer, more costly and better aligned with the consulting model.
Primed for transactional efficiency, these legacy architectures based on relational databases drive order-to-cash and procure-to-pay efficiencies. In a recent study, roughly 1/3 of respondents were familiar or very familiar with the concepts of the Graph Approach. I term this our data jail. The focus of the Gartner Magic Quadrant.)
Shoppers coping with inflation have shifted buying habits , purchasing fewer goods and cutting back on big name brands in favor of cheaper alternatives. Behind the scenes, CPG brands are strategically balancing cost cutting measures with supply chain investments to ensure preparedness for continuing market shifts.
However, what is clear from our recent study of 73 manufacturers using supply chain planning is that companies using best-of-breed solutions implement faster, achieve a quicker Return-on-Investment (ROI), and are more satisfied. However, this is not supported by the facts of a recent study. (At Study Results. Was it intentional?
ARC Advisory Group did a study on the supply chain collaboration network (SCCN) a couple of years ago. In that study, FourKites 2021 revenues were estimated to be $65 million. The company’s customers report that the ETAs provided by these FourKites are more accurate, timely and easier to access than those provided by carriers.
For the past five years, the team at Supply Chain Insights identified Supply Chains to Admire Award Winners by analyzing performance by peer group on the key metrics of growth, operating margin, inventory turns and Return on Invested Capital (ROIC). As a B2B company, procurement management is essential.
Managing spare parts inventory has always been a delicate balancing actexcess inventory ties up capital, while shortages risk costly downtime and production delays. When a critical part is not available at the right time and/or in the right place, it can halt production lines, delay maintenance, and incur millions in unplanned costs.
I wrote my first report on Sales and Operations Planning (S&OP) while sitting on the floor in the Atlanta airport in 2005 when I was an AMR Research analyst. I wrote many reports on airport floors in those days–electrical plugs were just too scarce.) Sales and Operations Maturity Model from 2005-2008. Mistake #3.
It is making use of inventory that is the easiest/fastest to get to the customer, no matter through which channel the order was placed. Numerous supply chain disruptions affected the ability to get inventory in time – or at all – and now that the backlog caught up, many organizations are experiencing a surplus of inventory.
Digital commerce efficiently requires the digitalization of many customer-facing operations and sourcing and procurement. The First Step: Bring all the data together and ensure analytics and planning can happen on the same platform. . Accurate and timely reconciliation of purchase orders with receipts.
Supply chain execution is required to distinguish between the high runner purchases and the slower-moving products customers are willing to wait for. In a study of logistics providers conducted by Fraunhofer IML, only 36% of organizations reported having a clear overall plan for digital transformation. The Improved Way.
We were discussing the results of the planning benchmarking work that we have just finished, and I was sharing some insights on inventory management when one of the panelists emphatically stated, “Inventory is a waste to manage. We feel so strongly about this that we do not have an inventory planning role.”
When it comes to the management of inventory in value chains, frustration abounds. Executive, after executive, lament, “They have purchased many technologies and sponsored many projects to reduce inventories, but they are not seeing results.” Inventory is the culmination of many business decisions.
In short, we cannot put a wrapper around ERP, traditional reporting, or traditional fulfillment and call it Big Data, Customer-Centric Retailing or Omni-Channel Fulfillment. It requires new forms of analytics, cloud-based solutions and the design of packaged applications from the consumer back. The focus needs to be on the shopper.
This means supply chain and logistics professionals need to distinguish between more frequently purchased products and the slower-moving products customers are willing to wait for. In a study of logistics providers conducted by Fraunhofer IML, only 36% of organizations reported that they had a clear overall plan for digital transformation.
This yearning is why people visit oracles, study the stars, consult shamans, get their palms read, stare into crystal balls, turn over tarot cards, and/or study the writings of seers like Nostradamus. ” Types of analytics. What you want from your data determines which kind of analytics you need to apply.
Pricing Structure Affordable pricing, with annual access to purchased courses and practical resources through Pro Plan. This learning platform covers every angle of supply chain management, from demand planning and inventory management to supplier relationship management, procurement, and logistics.
However, two decades later, there is still no technology solution to enable demand visibility or help companies use channel data to translate demand into an inventory, replenishment, or manufacturing strategy. The decline in inventory turns uses cash. My question is, “Why?” Background. Growth requires cash.
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