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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 modelsoptimize functional processes to improve cost and customer service. You are right. What should we do? What should be on the scorecard?
When you talk to companies that have implemented enterprise or supply chain applications, executives will usually admit that they have under-invested in training and preparing users to use the new technology. Molexs story is interesting because they excelled at overcoming these cultural issues. The buyers dont report to Mr. Gainsford.
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?
Probabilistic forecasting is revolutionizing demand forecasting, supply planning, and inventory optimization by significantly improving forecast accuracy and decision-making across distribution networks. However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires. The result?
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. We purchase data from Y charts. (A We have archived corporate reporting from Y charts for 1982-2023.
Most of the business networks were hollowed out by venture capitalists or purchased by opportunists. ” My problem is that we move through these hype cycles with little accountability for spending and with a major opportunity cost to not redefine work. How do I train and maintain the logic?”
Strategic sourcing and innovative solutions are often viewed as two distinct procurement tools, 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.
Introduction Gardner, (1954) and Huntzinger, (2007) define Purchaseprice 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.
Enhanced Promotions and Events Analysis Promotions, advertising campaigns, and trade events are vital components of marketing strategy, but accurately measuring their impact on demand remains challenging. Five Ways Advanced Machine Learning in Demand Planning Is Improving Forecasting 1.
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?
Supply chain excellence is easier to say than to explain. At each company, there is a relationship between the metrics of growth, margin, inventory, customer service, and asset strategy. For the purpose of this article, I will use Return on Invested Capital (ROIC) as the proxy metric to discuss asset utilization.)
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.” ” Or “push a shift from a focus on cost to drive value?” And, how do you tie functional excellence to corporate value?”
Looking to improve operations and achieve cost savings within your procurement processes? Perhaps you already have a process audit report, or are interested in discovering how it could benefit you and streamline your operations. What is the Purpose of a Process Audit Report?
Today, supply chain excellence matters more than ever. Note the lack of training on next-generation supply chain thinking in Figure 1. Until there are clear answers, business leaders should avoid buying software from companies with deep investments by venture capitalists. Kinaxis Purchase of Rubikloud. Evolution is messy.
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.
Next Steps: Start to model demand based on market data to align the organization on baseline demand. Resist the temptation to place deeper analytics on top of existing data models. Instead, rethink the model and the approach. Out of desperation, they turned to the use of descriptive analytics. Next Steps.
How Do You Define Excellence? As an old gal, with over forty-years of supply chain experience, writing this report for ten years taught me many lessons. In retrospect, I find that technology is an enabler, but only if we are clear on what defines supply chain excellence. Humility exudes from my fingers as I type this post.
When you look behind the scenes of a global business operation, procurementstrategy and supply chain management are usually top priorities, though theyre not always working in sync. This blog explores procurement vs supply chain strategy and looks at how aligning the two leads to operational excellence.
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.
In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. The concept was that managing trade-offs and optimizing the whole to drive business outcomes would improve value. The ripple effects are pervasive. Why is a reinvention needed? We can do better.
Decoding the Procurement Department: A Comprehensive Guide to Roles and Responsibilities This supply chain article provides a comprehensive overview of the procurement department within an organization. Read In Detail About Procurement Department Here 2.
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 optimizeprice, mix, and schedule the factory to manage margin. To illustrate, let me share a story.
Analytics and business intelligence (BI) are no longer optionaltheyre essential. They integrate, align, and activate data across the business to drive better, faster decisions unlike legacy reporting tools that can’t. Flexible Delivery Options Interactive dashboards, scheduled reports, alerts, mobile access, and more.
AI and machine learning tools identify patterns, predict issues, and suggest ways to optimize operations. Having a well-documented DPP also makes it easier to report to regulators and stakeholders. Why DPPs Matter Consumers today expect transparency about the products they purchase.
This is why I host training twice a year to challenge existing technology paradigms. I see a preponderance of reports and white papers that have lots of pages but say little. Optimization engines to improve functional metric performance resulted in an exploding number of planners. The average purchased order changes 3.5
How aligned do you believe your organization is to drive these metrics? Observations on What It Takes In the Mea Culpa post, I wrote that I used to believe that excellence in S&OP was a ratio of 60/30/10. (60% 60% change management, 30% process and 10% technology.) (See the World Kitchen case study in the Agility Report.
Understanding how your Procurement and Supply Chain KPIs are performing isn’t just a nice-to-have; it’s essential for survival and growth. Is inventory bloating your costs? Why You Need Visibility of Supply Chain and Procurement KPIs? Running procurement and supply chain without metrics is like driving blindfolded.
” As I dipped my spoon into some scrumptious chestnut soup at a great restaurant, my companion asked, “With the advancements in optimization and self-learning, aren’t we close to having self-driving supply chains?” However, the prior beliefs of functional efficiency delivering supply chain excellence linger.
Top 3 Procurement Technologies to Embrace in 2025 Staying ahead of key procurement technology and advancements is essential for CPOs who want to improve spend cost reduction, drive strategic value, and navigate the increasingly complex procurement landscape.
With the global market expansion and deepening supply chain complexity, the roles of procurement leaders have evolved from tactical to strategic. Nowadays, procurement departments not only focus on the day-to-day buying operations but also search for the most efficient ways to go about them. From whom are we buying?
Supply Chain Dive reports that the last leg of a journey can account for up to 28 percent of a product’s total transportation costs. Grocery retailers that want to excel in this space — while protecting their bottom line — need to optimize their logistics planning. Here’s why: A constantly evolving landscape.
How the digital twin concept drives benefit By using advanced analytics and machine learning algorithms, digital twins can provide real-time insights and recommendations to optimize operations, reduce costs, and increase productivity.
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. Ultimately, what KPIs, as metrics and indicators derived from the set of plans are taken into account and prepared for each scenario. Technology for Effective Planning.
Striking the perfect balance between available stock and cost efficiency is key. By leveraging analytics and key performance indicators (KPIs), manufacturers can optimize inventory, reduce waste, and boost profitability. In this post, well dive into six critical KPIs that influence inventory optimization.
On one hand, consumers expect to increase their online purchases post-pandemic. Retailers and delivery services companies that can break through today’s cycle of mediocre home delivery performance stand an excellent chance of improving customer loyalty and growing market share. Here are three charts that paint the whole picture.
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.
Aptean is orchestrating the Blue Yonder/E2open/Infor playbook of buying undervalued assets and milking the maintenance and Software-as-a-Service contracts with existing customers. following the reporting of fourth-quarter results. This is despite the strengths of the recent purchase of Optimity. Manhattan Associates.
There will be little relief in 2022 unless the factors driving the increased import volumes—a strong economy and the fundamental shift in consumer behavior to purchase more goods and less services—change. Near or re-shoring sourcing strategies will be evaluated to “shorten” supply chains and gain greater control of supply chain performance.
In the realm of efficient procurement management, understanding the various types of procurementreports becomes paramount. These reports serve as navigational tools, offering insights into different facets of the procurement process.
The basic frame of supply chain planning–functional taxonomies for optimization on a relational database–must be redesigned before supply chain leaders can reap the benefit of deep learning, neural networks, and evolving forms of Artificial Intelligence (AI). Graph architectures also use different optimization technologies.
Procurement is a complex and dynamic process involving strategic planning and several stages of execution, from sourcing to paying and reporting. Supply chain management, purchase requisitions and orders, budget management, and three-way matching – all these processes are integral to procurement as a whole.
I know that your primary focus is procurement. The issues are largely rooted in politics and the lack of clarity on supply chain excellence. Or planned orders to purchase orders?) Each of these tests took 3-4 months to analyze the data, train the teams, and test market factors. ” Anna, this blog post is for you.
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. However, this also comes with its planning challenges.
Previously, only large companies such as Amazon and FedEx possessed the network and scale required for cost-effective same-day and next-day shipping. However, advancements in technology have made it possible for any company to automate and optimize their last-mile delivery operations.
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