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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.
In the fast-paced world of modern supply chains, traditional forecasting methods fall short. Probabilistic forecasting is revolutionizing demand forecasting, supply planning, and inventory optimization by significantly improving forecast accuracy and decision-making across distribution networks.
My head is wobbling with announcements, late-night Friday press releases, company name changes, and executive turnover in the supply chain planning market. Logility, a conservative company supply chain planning technology, historically had no debt and cash reserves of more than 80M, is undervalued in this deal. Is it musical chairs?
Machine learning (ML)a specialized field within artificial intelligence (AI)is revolutionizing demand planning and supply chain management. According to McKinsey , organizations implementing AI-driven demand forecasting solutions can reduce forecast errors by 30% to 50%.
I find that most companies’ understanding of supply chain planning is immature, and that next week, at the Gartner Supply Chain Summit in Orlando, that many will don their Mickey ears to discuss what I consider outdated supply chain planning models. How can I improve the process of software selection?
Venture capitalists are high on Artificial Intelligence (AI), and over-exuberant professors with shiny new models are jockeying into position to get rich. Building a software company is hard work. Most of the business networks were hollowed out by venture capitalists or purchased by opportunists. This will not help.
Strategic sourcing and innovative solutions are often viewed as two distinct procurementtools, but they should not be seen in isolation. Think of them as apples and gearseach essential and effective on its own, yet when combined; they create a formidable mechanism for achieving procurementexcellence. Click here!
She wrote, “I have been working in the supply chain for 35 years, and we are still trying to solve the “demand” issue. Solving from a supply side seems to work for many companies I work with. I know that your primary focus is procurement. The distribution models were never tested when implemented.
”) So, I sat across from a stranger on a cold winter night, the only thing that we had in common was our experience in supply chain planning. . And won’t the supply chain follow suit?” The supply chain planning industry is fraught with big claims with little substance. The facts are clear.
For businesses, DPPs are becoming essential to comply with best practice guidance as well as coming statutory regulations that demand transparency in supply chains. As a result, DPPs are emerging as a straightforward, common sense solution for meeting these needs efficiently. What Components Comprise a Digital Product Passport?
The Covid-19 pandemic tested the global supply chain. Like riding a bumpy road, the supply chain leader is riding the ups and downs of changing market conditions facing greater variability day-to-day. Here, based on interviews with supply chain leaders, I share lessons learned. The Failure of Existing Demand Planning Solutions.
Today, supply chain excellence matters more than ever. During the pandemic, the supply chain discussions take new importance. While the supply chain technology market lost its allure at the start of the last decade, it is now cool again. The supply chain career is new. Reflection. Evolution is messy.
In 2004, I worked with a Midwest North American meatpacker to help define its supply chain strategy. The group needed a clear market signal on consumption patterns and the translation of demand with minimal latency to optimize price, mix, and schedule the factory to manage margin. What do I mean?
Consumers are ever more conscious of value, sensitive to health and environmental issues – especially after the COVID pandemic, each demanding more options for their money. End-to-end supply chain visibility, planning, and execution support software are critical in agile supply chain performance.
In follow-up qualitative interviews, one of the largest issues with organizational alignment was metric definition and a clear definition of supply chain excellence. To manage continuous improvement, companies need a clear definition of excellence and organizational alignment to that goal. What Drives Value?
Introduction Gardner, (1954) and Huntzinger, (2007) define Purchase price variance (PPV) as a metric used to measure the effectiveness of cost-saving efforts by calculating the difference between the planned cost (standard pricing) allocated for purchasing activities and the actual cost incurred.
But between rising costs, complex logistics, and the constant struggle to optimize space and labor, staying ahead can feel like an uphill battle. That’s where warehouse optimization comes in. Here’s what you can expect: A clear definition of warehouse optimization and its core components. Ready to get started?
The concept of digital twins has emerged as a powerful foundational tool to drive improvements in warehouse productivity and efficiency. But do you really need to look specifically at digital twin solutions, or might some of these already be available in the automation you already have? Physical change (i.e.,
Supply chain software is changing. So should the purchasing process. . As someone who has worked in supply chain for over 20 years, I’m very familiar with Requests For Information (RFIs) and Requests for Proposals (RFPs). There is valuable time and effort put in by both the supplier and the purchasing party.
When reviewing strategy decks for supply chain teams, I often see statements like “move from a functional-silo’d focus to a drive a more holistic response.” ” Followed by “How are you organized, and what defines functional excellence? And, how do you tie functional excellence to corporate value?”
As businesses become increasingly global, professionals in the supply chain field must keep up with new technologies, trends, and best practices. Summary Table edX Supply Chain Courses vs. SCMDOJO Aspect SCMDOJO edX Focus & Specialization A dedicated platform focused entirely on supply chain management.
. <Bear with me… > Here I share a nine-step process in an attempt to help companies unravel the process for buyingsupply chain planning software. Let’s face a hard fact: the supply chain planning market is a mess. Most have purchasedsoftware, but are dependent on Excel spreadsheets.
The solution solved a relevant industry issue. In the height of the e-commerce craze, the marketplace offerings started with a focus on e-procurement. The widely-held view was that the e-procurement market would fuel the next generation of marketplace applications. Transora had a short history. Clear governance.
The Introduction of Smokeless Tobacco Products Complicated Philip Morris’s Supply Chain. This was done at a stock keeping unit level and for the entire manufacturing supply chain. At the end of 2019 that supply chain covered 38 PMI owned factories, 28 third party manufacturers, and more than 180 markets.
His comments are the same–he feels that I identify problems but do not adequately define the solutions. While consultants know the answers (or believe they do), I believe my goal as a research analyst is to unearth new questions that should be asked (and answered together openly in the supply chain community) to improve value.
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. Healthcare providers are leveraging efficient supply chains to ensure critical supplies reach patients when needed most.
Demand forecasting plays a crucial role in business success, as it helps predict customer demand and plan inventory effectively. Fortunately, with the advent of artificial intelligence (AI), demand forecasting software has undergone a significant transformation.
As a supply chain leader, he is struggling how to dance in the ring of fire. The ring of fire is corporate politics at the executive level on supply chain performance. Each executive has a different perspective on the definition of supply chain excellence, but they are never discussed and aligned. Let me explain.
To meet these demands and ensure superior delivery experiences, retailers and carriers must leverage last-mile delivery technology. However, advancements in technology have made it possible for any company to automate and optimize their last-mile delivery operations.
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. Question 1: What drives a Successful Implementation of Supply Chain Planning? Supply chain planning is now on its third decade.
In part 1 of my blog on Planning the Value Chain and Decision Making in Times of Disruption, the focus was on the ability to react and execute amidst the unpredictability of demand. Part 2 in the series explores the “analytical scenario exercise” and how decisions based on certain scenarios heavily impact each aspect of the value chain.
From harvest to hands, the food & beverage (F&B) industry leaves no room for guesswork, especially without supply chain optimizationsoftware. This reality is compelling F&B companies to rethink their strategies and approach to supply chain optimization and demand planning.
During the summer months, in one sector the demand for sun cream explodes while in another, it’s the demand for mineral water. Everyone is familiar with such seasonal demands. When a photo of an important influencer wearing a specific outfit, glasses or jewelry goes online, demand for the item may spike.
GEON Performance Solutionspurchases plastic pellets and add plastic compounders to make products of different strength, resilience, and flexibility. When companies want to digitally transform their supply chain capabilities, moving to an integrated business planning process (IBP) is often at the heart of the transformation.
With international commerce increasingly digitalized and customer requirements continuing to grow, the demands on supply chain professionals to create frictionless, responsive, and cost-effective operations have never been higher. Supercharge your supply chain career through the SCMDOJO Supply Chain Learning Track Certification!
This technology allows businesses to unify their procurement, expense management, invoicing, payments, contract management, and spend analysis processes and reporting. The visibility to spend allows them to provide excellent benchmarking in several areas. Coupa also offers a robust, market share leading, supply chain design solution.
Solvoyo’s Solution Bugaboo: something that causes fear or distress out of proportion to its importance. Two months before COVID made headlines in the US, nobody was forecasting the dramatic downturn in demand. If a recession hits, demand will decrease. How much will demand be impacted? Absolutely!
CAGR , the global supply chain management software market is expected to touch USD 50 billion by 2032. This one figure speaks volumes about how organizations worldwide want access to the best supply chain management tools to boost efficiency and value in their distribution and logistics network. The real challenge?
My dad is the VP of our household’s grocery supply chain. Millions of shoppers, like my Dad, are not going back to their old habits because there are now faster and more convenient ways for buying daily household needs. It excels on a union of E-Commerce mobile apps and last-mile delivery innovations. Inventory Optimization.
When making discretionary purchases, I could look at my projection to make sure that if I made that purchase, I would have enough money in the bank, not only now, but at the end of the month when my mortgage and car loan came out. Then could I buy it? Today’s supply chain professionals need a crystal ball, too.
The supply chain is knotted. Yesterday, @DamarqueViews asked me a question on twitter: “What do you think are the greatest barriers in the adoption of social technology in the supply chain?” I find the evolution of social technologies, and the promise of social, exciting for the supply chain. It is unruly.
Why is there a discontinuous line on the model?” This model reminds me of a snail. In each phase, companies refine the models until they find that the future is discontinuous. The enterprise-centric models, due to the lack of adaptability, cannot shift to use market data. This is not a lift and shift proposition.
Integrated Planning: Tight Coupling of Enterprise Resource Planning (ERP) to Supply Chain Planning (SCP). 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.
Thats why modern BI systems are quickly becoming the go-to solution for data-driven enterprises. They integrate, align, and activate data across the business to drive better, faster decisions unlike legacy reporting tools that can’t. BI Has Come a Long Way The concept of business intelligence has been around for decades.
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