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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. At the top of the model is a balanced scorecard. You are right.
AI in supply chain automation is gradually reshaping how core functions operate, particularly in procurement, warehousing, and logistics. Key Insight: The use of AI in supply chain automation is producing tangible benefits across procurement, warehousing, and logistics.
If you’re evaluating procurement technology or exploring ways to drive more value from existing systems, chances are you’re looking beyond tactical fixes – you want a smarter, scalable strategy. Spend analysis is often the entry point. Schedule a demo of Ivalua’s Spend Analysis solution today! Let’s dig in!
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. Error is error, but is it the most important metric? My answer is no.
These steps include sourcing and receiving inventory, storing inventory, order processing, picking and packing an order, shipping the order, and returns management. Standard sizes and categorizations play a crucial role in determining the costs associated with shipping products that meet standard criteria in fulfillment centers.
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. Or that a focus on cost reduction can actually undermine value creation?)
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than ever—juggling cost control, compliance, supplier risk, and internal complexity, all while trying to modernize outdated systems.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.
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
For companies that want to go beyond the traditional spreadsheet, which cannot handle this ocean of information efficiently, statistical methods such as cluster analysis can help. What is Cluster Analysis? Cluster analysis is a statistical umbrella term for methods that classify data points according to their attributes.
Traditionally, procurement has been a process weighed down by manual tasks, fragmented systems, and endless paperwork. Today, procurement is undergoing a transformation. While procurement teams have long worked to add strategic value, Artificial Intelligence (AI) amplifies their impact.
Even more impressive, lost sales due to stockouts can decrease by up to 65%, while inventory reductions of 20% to 50% are possible. 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.
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.) Understanding this relationship requires modeling. (A
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?
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.
E-commerce giants like Amazon, Alibaba, Temu, and Shein are expanding their global warehouse footprints, driving the adoption of WMS to manage inventory, reduce lead times, and optimize last-mile delivery. A majority of warehouses report labor shortages, and more than 50% cite this as a significant business challenge that is only worsening.
Leveling up your inventory life cycle can be crucial, but keeping all the fundamental factors jumping is essential to let the life cycle evolve. However, if the life cycle stock is healthy, inventory management is smooth. Inventory management revolves around the pivotal concept of the product life cycle. Click here!
For a more detailed analysis, check out the Power point summary.) As an old gal, with over forty-years of supply chain experience, writing this report for ten years taught me many lessons. I find in the orbit chart analysis that 45% of companies in the report are unconsciously incompetent. I admit it. Lora was as well.
Pattern recognition is the ability to discern patterns in data and use the insights for further analysis. 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.
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. In the automotive sector, manufacturers are simultaneously reducing inventorycosts and delivery times.
In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. But more importantly, few see demand as a process to be managed through lean processes of disciplined analysis of demand shaping/shifting analysis, backcasting, improving models and driving FVA improvements.
Here’s your two-minute guide to understanding and selecting the right descriptive, predictive and prescriptive analytics for use across your supply chain. Looking at all the analytic options can be a daunting task. However, luckily these analytic options can be categorized at a high level into three distinct types.
However, the juice for my newfound nightly routine soon became difficult to find, perpetually out of stock each time I tried to purchase it at the grocery store. With tart cherry juice sales transitioning into a steady demand pattern, retailers must adapt their inventory strategies accordingly to meet this evolving consumer preference.
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. How often do purchases happen?
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. Rolling up a perpetual inventory signal takes eleven hours. days to get a perpetual inventory signal and 2.2 Back to John.
Inventory is the lifeblood of any manufacturing business. Get it right, and youve got happy customers and streamlined costs. Striking the perfect balance between available stock and cost efficiency is key. Tracking inventory flow and performance across your supply chain is a must. But what exactly should you measure?
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.
His organization purchased an advanced planning technology from well-known best of breed provider, and the implementation should have been successful, but it was not. As a result, demand planning is largely manual, inventory management is a series of manual inputs, and production planning is via spreadsheet.
The internet allows for unlimited scalability and boosted efficiency in warehouse inventory management. The so-called “smart warehouse” takes advantage of these defining factors by connecting systems to streamline inventory management and overall productivity. If you need help with this transition, Veridian is your one-stop shop.
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? Struggling with the true cost of ownership or serving your customers?
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? Only 2% of companies are pushing forward in our Supply Chains to Admire analysis. Or planned orders to purchase orders?)
The past few years have created a lasting impact on the way business is conducted, driving many companies to analytics to gain the visibility they need to control and optimize key processes. The Basics of Procurement KPIs. To accomplish this, our clients rely on the built-in data hub of our Stratum reporting application.
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. Based on our recent research, we find that only 1% of process-based companies are making progress on both operating margins and inventory.
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.
That’s where manufacturing inventory management software comes in. We’re talking real-time tracking, automated purchasing, and a whole lot less stress. In this ultimate guide, we’ll break down everything you need to know about manufacturing inventory management software.
Businesses often use it in retail and purchasing. Category management isn’t just another procurement trend. It’s a way for companies to group similar goods or services (like IT infrastructure, facilities, or raw materials) and manage them holistically instead of handling every purchase in isolation.
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. We complete the analysis each year. In this analysis, patterns matter.
With all the buzz around digital transformation, someone peering in from outside supply chain may assume most businesses have already digitized essential tasks like inventory planning. This article will share five things you need to know about optimizing inventory in the digital age.
Inventory, in this time of uncertainty, is the organization’s most important buffer to protect against variability. However, organizations are not good at managing inventory. Cash-to-Cash Metrics. Cash-to-cash is a compound metric: (Days of Receivables+Days of Inventory)-Days of Payables=Cash Conversion Cycle.
In contrast, the demand organization that I am advocating is an analytics group that crosses over sales and marketing into supply. The group is cross-functional and serves the business by mining demand insights, sensing market patterns based on channel data, and recommends demand shaping programs based on analysis of revenue management.
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.
The purchasing department plays a critical role in the success of an organization. Thought-out practices and well-managed workflows within the purchasing department are crucial for making sure that the company has the necessary resources available at the right time and at a reasonable cost.
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.
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.
By maximizing space utilization, improving inventory control , and boosting workflow efficiency, you can unlock significant cost savings and elevate your customer service game. Data-Driven Decision Making : Using analytics to continuously refine operations.
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