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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. This is an opportunity.
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.
However, as carbon taxes and emissions reporting requirements continue increasing, supply chain professionals face mounting pressures from inside and outside their organizations to measure and improve performance against new, nebulous sustainability metrics. Learn how to create a more sustainable supply chain from supplier to customer.
The formula for OTIF is: Measuring a supply chain against OTIF metrics is a key strategy that helps decision makers attach a tangible value to the success of their fulfillment and allows them to determine key strategies. Organizations are ready to implement AI and ML-driven prediction and productivity gains.
As supply chains become more interconnected and risks more dynamic, traditional procurement tools fall short. AI agents offer a smarter, faster way to manage sourcing, risk, and spend across the entire procurement lifecycle. What’s the technology behind autonomous procurement agents? You may also have heard of Agentic AI.
As supply chains become more interconnected and risks more dynamic, traditional procurement tools fall short. AI agents offer a smarter, faster way to manage sourcing, risk, and spend across the entire procurement lifecycle. What’s the technology behind autonomous procurement agents? You may also have heard of Agentic AI.
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 to do this? How do you drive value?
Over the years, working for and with numerous manufacturing companies, I’ve seen many supply chain practices that cost companies money. Over the next several weeks, I’ll outline these issues and discuss some ideas around how to avoid these practices. Why do companies focus on reducing a specific metric? Sound ridiculous?
Enterprise procurement teams face growing pressure to deliver strategic value – managing supplier risk, ensuring compliance, and supporting sustainability – all without sacrificing speed or control. This blog explores the most common challenges in digital procurement and the capabilities that matter most.
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. Misaligned priorities across finance, legal, and procurement create friction that delays decision-making and reduces impact.
In this type of environment, traditional procurement software and manual processes are insufficient – and many procurement teams are looking to artificial intelligence (AI) for answers. Key Takeaways Understand the potential impact of AI – including Generative AI & AI Agents – in procurement.
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.
The latest ML algorithms can detect subtle shifts in consumer sentiment that precede actual purchasing behavior changes by weeks or even months. This democratization of advanced analytics allows businesses of all sizes to benefit from sophisticated techniques once available only to enterprise organizations with dedicated data science teams.
Chances are, if you’re in marketing, sales, or one of the more technical aspects of business, you’ve used predictiveanalytics in some part of your job. But your company doesn’t have to be a retail giant to use predictiveanalytics. using predictiveanalytics?built PredictiveAnalytics in a Nutshell.
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.
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.
For most CPOs and CFOs, deciding on the right purchasing setup — centralized or decentralized — is no small task. Each model has its perks, and choosing the best fit can feel like walking a tightrope. Keep reading to learn: What is centralized purchasing? What is centralized purchasing?
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.
Interview for Metrics That Matter. My kitchen table is piled high with interviews for the upcoming book, Metrics That Matter. He is responsible for manufacturing, procurement, supply chain planning, logistics, quality, social responsibility and final product engineering. ” Supply Chain Leader. I am behind. The heat is on.
Companies became less clear on the definition of supply chain excellence and how to implement decision support technologies. In the supply chain team analysis, note the 21% gap between procurement and manufacturing teams, the 35% gap between sales and operations and the 21% gap between finance and operations. Functional Metrics.
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.
According to a July 2014 supply chain research study from Accenture focused on Big Data and supply chain risk management, most organizations have high hopes for using big data analytics in their supply chain but many have had challenges in deploying it.
What is procurement? In simple terms business procurement is the process of locating and acquiring goods and services from external sources for the business to use. Procurement activities include planning, sourcing, and negotiation, along with risk management, legal and value analysis. Procurement in 2021 and beyond.
Cash-to-Cash Metrics. Cash-to-cash is a compound metric: (Days of Receivables+Days of Inventory)-Days of Payables=Cash Conversion Cycle. While touted as a digital procurement provider, it took the Company nine days to onboard me as a vendor, and two weeks to process a Purchase Order. We do not know how to walk the talk.
By embedding analytics across logistics, sourcing, and fulfillment, businesses gain the visibility and foresight needed to stay competitive.Analytics-driven leadership is no longer a luxury; it’s the foundation of operational survival in todays volatile business environment. Analytics allows organizations to move beyond intuition.
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?
How to Reduce Carbon Emissions in Your Supply Chain 1. This means developing supplier evaluation frameworks that include carbon metrics, working together on joint emission reduction projects, and incentivising suppliers to meet or beat carbon targets. The difficulty many businesses now face, is understanding where to start.
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.
Meanwhile, more companies are turning to entities outside of the company, like third-party logistics or integrators (3PLs and 3PIs) to manage omnichannel supply chains , reports Maarten Baltussen of Supply Chain Digital. How to Avoid Supply Chain Technology Hiccups appeared first on Transportation Management Company | Cerasis.
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. days to receive a purchase order confirmation. The average purchased order changes 3.5 Back to John. On average, it takes 2.8
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.
Rising costs, supply chain chaos, and economic swings put businesses under enormous pressure to protect their margins. According to McKinsey & Company, procurement accounts for 50% to 80% of a company’s cost base. That’s why organizations zero in on strategies to achieve procurementcost reduction.
Days Sales of Inventory (DSI) is a key measure to help you understand how efficient your inventory management is. Here explain what DSI is, how to use it, and why it’s crucial to track this metric in your business – whether you’re a retailer, manufacturer, wholesaler or distributor. How do you calculate Average Inventory?
Some supply chain companies are leaning on the power of analytics to help streamline their processes and get ahead of their competitors. But many companies have struggled to embrace the relationship between using analytics and implementing changes that can improve business performance. The simpler the model, the more likely the use.
Companies often push aside procurement compliance to focus on more pressing issues. No wonder—procurement often gets tedious and burdened with time-consuming processes. However, ignoring procurement compliance is like ignoring a ticking time bomb. Scroll down to find out: What is procurement compliance?
Editor’s Note: This is the first in a three-part series on Supplier Quality Management processes and how to evaluate your suppliers from Chuck Intrieri of The Lean Supply Chain. Therefore, it is paramount for you as a logistics and supply chain professional to have a keen sense of how to properly evaluate a supplier.
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.
Warehouse Metrics to Track to Improve Profitability and Operations : Today’s warehouse managers often accrue massive amounts of performance data, but sometimes find they can apply little of it toward making productivity gains or customer service improvements. Read the Full Post. Download the Webinar Replay. Read the Full Post.
This is part 2 of a 2-part series on how to succeed in planning and decisions amid times of disruption. 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. Technology for Effective Planning.
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.
I think about this discussion with Keith often as I work on the Supply Chain Index and edit the chapters of Metrics That Matter. E2open last week announced the purchase of Serus. This purchase increases E2open’s capabilities for visibility into the processes of the outsourced semiconductor network of foundries.
This is not to be confused with the cost of goods manufactured (COGM), which refers to just the cost of inventory that was finished and prepared for the sale in the period. Rather, total manufacturing costs include all related costs accrued in the period. What is Direct Labor? What is Manufacturing Overhead?
Learn how to build a robust maintenance program with Effective Preventive Maintenance Planning , and keep your machinesand timelinesrunning smoothly. Workers should feel supported, not micromanaged, and know how to escalate problems when necessary. Coordinating with procurement and suppliers further supports timely deliveries.
Science Direct ) Predictive demand analytics gives retailers the visibility they need to proactively adjust planning, allocation and replenishment decisions based on when, where, and how much changes in the weather will influence purchasing. How to Use Weather Analytics in Retail Forecasting.
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