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I laugh when business leaders tell me that they are going to replace their current supply chain planning technologies with “AI.” Each supply chain planning technology at the end of 2024, went through disruption–change in CEO, business model shift, layoffs, re-platforming and acquisitions. You are right.
Historically, supply chain leaders managed supply chains in a world of abundance. There are many factors: war, supply shortages, climate change, labor (knowledge and availability), and shifts in governmental regulation. The waste included: Negative Forecast Value Added (FVA) in demand planning. Inventory Health.
During my current supply chain planning market research, I have received briefings from several SCP companies. Many say that they are using generative AI, a type of AI that can create new content and ideas, as part of their journey toward autonomous planning. Solvoyo has a metric they call the user acceptance rate.
In most industries, supply chains have become increasingly complex. As a result, many organizations are moving toward supply chain orchestration as a structured method for improving coordination. As a result, many organizations are moving toward supply chain orchestration as a structured method for improving coordination.
In follow-up qualitative interviews, one of the largest issues with organizational alignment was metric definition and a clear definition of supply chain excellence. In my post Mea Culpa, I reference my work with the Gartner Supply Chain Hierarchy of Metrics. ” Let’s face it all supply chains have error.
Self-congratulations notes abounded this week as vendor-after-vendor shared their rankings on the Gartner Magic Quadrant for Supply Chain Planning. I believe that the Gartner Magic Quadrant is a barrier to progress in supply chain planning, and that vendors that rally in support have a false sense of superiority.
Disruptions in the supply chain happen with surprising regularity. Financial crises, global tensions, supply shortages, technological innovations, and regulatory changes are inevitable we just cant predict when theyll strike. This uncertainty makes dynamic inventory replenishment optimization essential for business success.
Sales & Operations Planning: Why Execution is Essential In today’s fast-changing business environment, Sales and Operations Planning (S&OP) is essential for aligning demand, supply, and financials goals. To succeed, businesses must close the gap between planning and execution.
Machine learning (ML)a specialized field within artificial intelligence (AI)is revolutionizing demand planning and supply chain management. Even more impressive, lost sales due to stockouts can decrease by up to 65%, while inventory reductions of 20% to 50% are possible.
For years, supply chains were engineered to be lean. Recent years have brought a series of disruptions that exposed vulnerabilities in how supply chains are designed. Recent years have brought a series of disruptions that exposed vulnerabilities in how supply chains are designed. AI also helps with scenario modeling.
The logistics and supply chain industry is a critical component of global trade, responsible for moving goods and materials efficiently to meet consumer and business demands. Businesses face heightened uncertainty in managing costs and securing stable energy supplies. Immutable records enable accountability throughout the supply chain.
ARC Advisory Group has been covering the Supply Chain Planning ( SCP ) market for 17 years. The pandemic brought home the need for companies to run agile and resilient supply chains. Supply chain agility reflects a company’s ability to respond quickly to surges or plummeting demand.
S upply chain planning requires constraints to be mapped. Supply chain management has been in the news. But the intricacies of supply chain management are beyond the grasp of most. One key solution used to help manage complex supply chains is supply chain planning (SCP).
The supply chain planner role is the most dissatisfied of any employee in the supply chain, but most focus on improving engines using AI into conventional work processes. The opportunity is to rethink planning. Yawn and walk on if the answer is i mproving demand error or reducing inventory levels. This will not help.
Supply shortages resulting in empty shelves or parking lots of WIP inventory represent a spectre causing supply chain leaders to reconsider supply chain inventory practices. Opinion of just-in-time (JIT) as a practice has taken a battering and inventory is rising. Is supply chain inventory the problem?
This week, I began teaching a new round of outside-in planning classes. As a part of the curriculum, I encourage the class to record their unlearnings because I fundamentally believe that outside-in thinking requires rethinking planning. Supply chain leaders love shiny objects. New forms of technology are an enabler.
Federal Reserve Bank of New York, Global Supply Chain Pressure Index, [link] What can you do? Measure it (both demand and supply) and use the insights. Autonomous planning? The supply chain planning role has expanded over 100% as companies expanded their markets. Don’t just talk about variability.
Why should we consider Promotion Planning in Inventory Management? Whether it be e-commerce, brick-and-mortar, or both, retail companies care about the inventory they keep. During promotional management, especially for big events around special days and holidays, inventory levels need to be adjusted to meet the peaks in demand.
As supply chains become more impacted by market disruptions and unpredictable events, they’re also becoming more critical to a company’s customer experience levels and bottom line. Creating a data-driven supply chain tracking important transportation metrics helps shippers respond and adapt as quickly as possible to known and unknown events.
These steps include sourcing and receiving inventory, storing inventory, order processing, picking and packing an order, shipping the order, and returns management. Factors like planning tools, inventory management, demand patterns, and innovations in technology contribute to the success or failure of fulfillment optimization.
Let me explain, if you fill out one of my surveys on LinkedIn, I share the research results in front of the paywall (I believe that supply chain research should be readily available and not locked behind a paywall.) (If Most see their supply chain as fixed and insular.
For over a decade, since founding Supply Chain Insights in 2012, I have pounded the keyboard, asking business leaders to think more holistically about the impact of supply chain decisions on the firm’s value, the improvement of a value chain, and the impact on the environment. Thirteen years. Where does time go? Change is Hard.
For businesses of all sizes, the digital transformation of supply chain planning became the most important initiative. . Considering this surge in digital transformation and the changing needs of 2021, here are some insights and tips for embarking on Supply Chain Digital Transformation projects. Digital Transformation Journey.
The Connected Supply Chain. Drip Digital Supply Chain. Autonomous Supply Chain Planning. Self-Healing Supply Chains. Touchless Supply Chains. Small companies outperform large companies, and the marquee customers of major supply chain planning technology providers underperform. Industry 4.0.
Five years ago, we all thought the COVID-19 pandemic resulted in the most disrupted supply chain landscape we would ever see. Since then, supply chain disruptions and volatility have only increased. The pace and scope of supply chain disruption are beyond human cognition, manual analysis, and consumer-grade spreadsheet tools.
” Here is an excerpt from the article: “…it isn’t by becoming more efficient that the supply chains of Wal-Mart, Dell, and Amazon have given those companies an edge over their competitors. According to my research, top-performing supply chains possess three very different qualities. ” Hau Lee, October 2014.
But shippers looking to avoid disruptions and ensure that tight inventory levels don’t lead to missed sales opportunities pulled their orders forward. As companies look ahead to the next three to six months, they’re weighing costs, risks, and demand as they plan and adapt their inventory strategies.
My goal is to engage the supply chain community in a no smoke and mirrors discussion. My observation is that the supply chain community perpetuates a number of myths about planning. This post is a reflection from twenty years as an analyst in supply chain planning. What is supply chain excellence?
In a survey of 150 global manufacturing executives, 47% committed to improving supply chain visibility and tracking. According to the Global Supply Chain Disruption and Future Strategies Survey Report, this goal was the top-ranked planned tool investment. What is supply chain visibility? Agility to act on transparency.
“May you live in interesting times,” widely attributed as a Chinese curse, some claim this as a blessing; whichever side you take, this is exactly what’s happening in the supply chain world since 2020, and it looks like we will be living with this blessing/curse for a while longer. Emerging Themes for Supply Chain Planning.
Supply chain efficiency is the cornerstone of success and involves the effective management of processes, resources, and technologies from procurement to production, transportation to warehousing. As companies across industries have discovered, a well-optimized supply chain can drive significant improvements throughout their operations.
It is crucial to assess the organization’s technological infrastructure, supply chain processes, and compliance frameworks to ensure they are aligned with DPP requirements. Its decentralized nature reduces the risk of a single point of failure, enhancing data security across the supply chain.
These agents can reason, plan, adapt, and execute multistep workflows with zero human supervision. ” What makes supply chains an ideal proving ground for this evolution? It’s a natural fit for an environment built on orchestration across vendors, partners, inventory, and data. At least, not yet.
Part of their transformation includes a journey to implement and improve their connected planning capabilities. Connected planning, based on the Anaplan solution, improves both their profitability and their service capabilities. Tata Steel Europe has a complex supply chain. So, what is “connected planning?”
Life for the supply chain leader is more complex. The future inventory fire sale. We are living in a world of rich supply chain case studies. Each day, the Wall Street Journal features a supply chain failure as front-page news. Why Is There No Economy of Scale in Supply Chain Acquisitions? Baby formula.
Autonomous Supply Chains In this competitive environment, a CPG manufacturer needs to fight to get space on retailer shelves in each region, keep those shelves stocked, compete and collaborate simultaneously with e-commerce, and maintain its operating margins. each with discrete plans generated typically in sequential batch runs.
Each year, we compile a list of top-performing Supply Chains, termed the Supply Chains to Admire. Using balance sheet data from 2011 to 2019, we chart companies’ progress by peer group on rate of improvement and performance in the metrics of growth, operating margin, inventory turns, and Return on Invested Capital (ROIC).
But then, supply chain disruption became the rule instead of the exception, consumers changed their tastes as often as their socks, and global competition started playing hardball. Suddenly, managing inventory is the name of the game for companies trying to manage working capital and maximize profit while keeping customers happy.
Ever feel like your supply chain is a tangled mess of spreadsheets, frantic phone calls, and last-minute scrambles? It’s the key to transforming your supply chain from a source of frustration into a well-oiled, profit-generating machine. In this post, we’ll explore how data analytics can revolutionize your supply chain.
Today, we published The Supply Chains to Admire for 2023. Supply Chains to Admire Winners 2023 Examine Your Own Paradigm. Most supply chain leaders are stuck in their own paradigms. As an old gal, with over forty-years of supply chain experience, writing this report for ten years taught me many lessons. I admit it.
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?
Demand forecasting is a critical strategy for supply chain management that can dramatically improve business decision-making and financial performance. Beyond Forecast Accuracy: A Holistic Approach Demand forecasting is just one piece of the supply chain management puzzle.
Let me start by saying that t he process is not a panacea to solve all supply chain ills. Clear operating strategy and definition of supply chain excellence across plan, source, make and deliver. Clear operating strategy and definition of supply chain excellence across plan, source, make and deliver. Drives Value.
Do Set Clear KPIs and Governance Structures : Establish transparent metrics for sales, coverage, and service levels. Regular reviews and joint business planning foster accountability and trust. Do Embrace Technology and Data : Use real-time data for demand forecasting, inventory management, and route optimization.
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