Supply Chain Shaman

APRIL 27, 2022

After two decades of study, I think because it is a lack of understanding. 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.)

Procurement Analytics 369

Procurement Analytics Manufacturing Procurement Supply Chain Planning Software Supply Chain Design Software 369

Logistics Viewpoints

MARCH 27, 2025

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

Supply Chain Planning Software 332

Supply Chain Planning Software Supply Chain Network Software Logistics Network Optimization Software Predictive Analytics Software 332

Supply Chain Shaman

FEBRUARY 18, 2021

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.

Supply Chain Planning Software 355

Supply Chain Planning Software Supply Chain Design Software Supply and Demand Procurement Analytics 355

Supply Chain Shaman

OCTOBER 5, 2018

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.

Case Study 329

Case Study Inventory Reduction Agile and Lean Supply Chain Study 329

Supply Chain Shaman

DECEMBER 15, 2022

But, I want to understand this more, and as a result, I have a new study in the field to gain additional insights, and I would love your input. In 2012, I placed the first alignment study in the field. Functional Metrics. To respond, follow this link. To entice you to participate let’s look at the data more closely.

Manufacturing Procurement 398

Manufacturing Procurement Supply Chain Design Software Supply Chain Planning Software Procurement Analytics 398

Supply Chain Opz

JANUARY 7, 2013

Case Studies. A Case Study. This case study will show you the analysis of Apple Supply Chain core processes, challenging issues and complexities of its operations. 1) Apples Supply Chain Model. Information about Apple Supply Chain is a bit here, there and everywhere, its kinda tough to find the actual case study.

Case Study 279

Case Study Study Negotiating Skills Supply Chain Planning Software 279

Logistics Viewpoints

JUNE 29, 2023

It is crucial for organizations to understand the importance of Purchase Order collaboration to effectively manage their direct spend, optimize operations, and mitigate risks. From natural disasters to geopolitical tensions and the ongoing COVID-19 pandemic, supply chains have been significantly impacted.

Manufacturing Procurement 274

Manufacturing Procurement Procurement Analytics Material Savings Inventory Reduction 274

Logility

MAY 18, 2020

Chances are, if you’re in marketing, sales, or one of the more technical aspects of business, you’ve used predictive analytics in some part of your job. But your company doesn’t have to be a retail giant to use predictive analytics. using predictive analytics?built Predictive Analytics in a Nutshell.

Predictive Analytics 228

Predictive Analytics Analytics Software Predictive Analytics Software Procurement Analytics 228

Supply Chain Shaman

MAY 25, 2024

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. For the past decade, I have been studying these patterns. We purchase data from Y charts. (A

Eliminating Excel in Purchasing 385

Eliminating Excel in Purchasing Gartner Supply Chain Design Supply Chain Strategy 385

Supply Chain Shaman

MAY 13, 2024

How aligned do you believe your organization is to drive these metrics? One of my favorite case studies was Campbells in 2014. See the World Kitchen case study in the Agility Report. A good leader knows that cost reductions in the back office does not necessarily improve margins. Is your plan feasible?

S&OP 394

S&OP Supply and Demand Inventory Reduction Expense Reduction 394

Supply Chain Shaman

JUNE 3, 2013

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. The rebirth of marketplace offerings is not on the back of e-procurement or ERP. The debates were heated.

Supply Chain Design Software 322

Supply Chain Design Software Supply Chain Planning Software Procurement Analytics Manufacturing Procurement 322

GlobalTranz

NOVEMBER 21, 2017

In a recent study, MIT found that companies that focus on 5 key initiatives to improve their supply chain data can have a big impact on their bottom line. Some supply chain companies are leaning on the power of analytics to help streamline their processes and get ahead of their competitors. But the benefits far outweigh the challenges.

Analytics Software 237

Analytics Software Procurement Analytics Agile and Lean Supply Chain Modeling Software 237

Talking Logistics

SEPTEMBER 18, 2014

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. You can start small with a few trading partners and expand over time.

Supply Chain Design Software 250

Supply Chain Design Software Big Data Supply Chain Visibility Optimal Sourcing 250

GlobalTranz

DECEMBER 30, 2014

Transportation Metrics That Matter Most to Track and Improve Performance : How do you measure logistics efficiency and transportation metrics performance indicators when you are already doing the best job possible? To add insult to injury, they also rarely have reporting mechanisms to properly monitor those expenses.

Logistics Network Optimization Software 305

Logistics Network Optimization Software Expense Reduction Supply Chain Planning Software Modeling Software 305

Supply Chain Opz

JUNE 1, 2014

Analysis of case study is certainly one of the most popular methods for people from business management background. In order to accelerate the learning, this article has gathered 20+ most sought-after supply chain case studies, analyzed/categorized them by industry and the findings are presented.

Case Study 239

Case Study Supply Chain Planning Software Supply Chain Design Software Study 239

Supply Chain Opz

OCTOBER 27, 2013

The reason for this was to provide a list of "classic" scm books that people can study by themselves while working full-time. Metrics used to evaluate these new books are as below, 1) Citation count from Google Scholar 2) Number of reviews found on Amazon.com 3) Editorial Opinion Citation count is a standard way to evaluate any publication.

SCM 246

SCM Procurement Analytics Agile and Lean Supply Chain Chad 246

Supply Chain Shaman

OCTOBER 29, 2014

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.

Supply Chain Planning Software 379

Supply Chain Planning Software Modeling Demand Planning Software Optimization Software 379

Supply Chain Shaman

JUNE 14, 2014

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.

Manufacturing Procurement 345

Manufacturing Procurement Optimal Sourcing Procurement Analytics Modeling 345

Supply Chain Shaman

JULY 29, 2013

After two years of studying corporate balance sheets and talking to supply chain leaders, I now see things quite differently. Which supply chain metrics correlate to market capitalization by Morningstar sector? Embrace new technologies: Internet of Things, new forms of analytics, mobility, etc. Numbers don’t lie.

Supply Chain Planning Software 350

Supply Chain Planning Software Supply Chain Design Software Modeling Analytics Software 350

Supply Chain Shaman

DECEMBER 4, 2018

For the past five years, the team at Supply Chain Insights identified Supply Chains to Admire Award Winners by analyzing performance by peer group on the key metrics of growth, operating margin, inventory turns and Return on Invested Capital (ROIC). As a B2B company, procurement management is essential.

Supply Chain Software 30

Supply Chain Software Case Study Supply Chain Planning Software Supply Chain Design Software 30

GlobalTranz

MAY 20, 2015

The next posts in the series will break down metrics and issues to consider in SQM by industry and conclude with a case study on the application of SQM. 5 Key Metrics to Use for Scoring Supplier Quality Management (From LNS Research ). Cost of quality. The definition of this metric is similar to the way it sounds.

Procurement Analytics 120

Procurement Analytics Metrics Quality Supply Chain Planning Software 120

Supply Chain Shaman

JUNE 16, 2014

I have learned that supply chain systems are more complex than I originally thought, and that the relationships between supply chain metrics are nonlinear. They also enable the evaluation of networks for both sales and procurement relationships to optimize the flows upstream and downstream. And, in our Digital Manufacturing Study.

Supply Chain Design Software 319

Supply Chain Design Software Network Design Software Supply Chain Planning Software Supply Chain Network Software 319

GlobalTranz

JUNE 30, 2017

In other words, manufacturers need analytics from point-of-sale systems, transportation metrics and more. Essentially, this creates a stronger level of customer service, and it can turn into additional purchases. For example, a customer is a shoe store may purchase shoes, but if offered a new brand of socks, he or she refuses.

Manufacturing Procurement 275

Manufacturing Procurement Manufacturing Procurement Analytics Price Reduction 275

Logility

MARCH 6, 2020

Machine Learning for demand forecasting has matured to a level of accuracy, transparency and replicability that translates into transformative results, including in these five areas: Accuracy, transparency, thoroughness of analytical options and results. Analytical processing speed and accelerated corporate learning.

Forecasting 261

Forecasting Supply and Demand Forecasting Software Modeling 261

Logistics Viewpoints

MARCH 3, 2025

ARC has been actively studying industrial AI for over two years. They prepare equipment for maintenance, do isolation (disconnect a piece of equipment from the flow of chemicals by closing valves), look at quality or reliability metrics, and do rounds. We needed to model the data in a way that we can do simple searching.

Negotiating Skills 189

Negotiating Skills Supply Chain Design Software Modeling Software Supply Chain Planning Software 189

Logistics Viewpoints

MARCH 4, 2021

Digital commerce efficiently requires the digitalization of many customer-facing operations and sourcing and procurement. The First Step: Bring all the data together and ensure analytics and planning can happen on the same platform. . Accurate and timely reconciliation of purchase orders with receipts.

Supply Chain Planning Software 290

Supply Chain Planning Software Supply Chain Planning Scenario Planning Modeling 290

Supply Chain Shaman

FEBRUARY 14, 2022

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.

S&OP 195

S&OP Supply and Demand Procurement Analytics Manufacturing Procurement 195

The Logistics & Supply Chain Management Society

MAY 18, 2021

Supply chain execution is required to distinguish between the high runner purchases and the slower-moving products customers are willing to wait for. In a study of logistics providers conducted by Fraunhofer IML, only 36% of organizations reported having a clear overall plan for digital transformation. The Improved Way.

Supply Chain Network Software 243

Supply Chain Network Software Network Optimization Agile and Lean Supply Chain Modeling 243

ivalua

SEPTEMBER 22, 2022

In May 2022, Ivalua commissioned Forrester to survey over 400 procurement leaders across the globe to ask how they plan to minimize the frequency and impact of supply disruptions. This places limitations on the value that procurement generates for your organization and impacts the resilience and agility of the supply chain.

Supply Chain Planning Software 130

Supply Chain Planning Software Study Procurement Solutions Procurement Analytics 130

Supply Chain Shaman

OCTOBER 8, 2019

The budget is for a fiscal year with quarter reporting and updates. The direct connection between the two processes increases costs and increases error. Instead, it should be mapped as an input to track supply chain forecasting to financial budgets for reporting and insights. The data in Table 1 is from a recent research study.

Supply Chain Design Software 208

Supply Chain Design Software Inventory Reduction Supply Chain Planning Software Forecasting 208

RFgen

NOVEMBER 13, 2024

Key components of mobile inventory management include: Smartphone app: Allows field agents to log information, analyze metrics, and manage tasks even in remote areas with limited connectivity. Cloud software: Stores and distributes real-time data, producing reports accessible to all team members.

Inventory Management Software 96

Inventory Management Software Real-time Visibility Inventory Reduction Inventory Management 96

Supply Chain Shaman

JANUARY 22, 2013

In short, we cannot put a wrapper around ERP, traditional reporting, or traditional fulfillment and call it Big Data, Customer-Centric Retailing or Omni-Channel Fulfillment. It requires new forms of analytics, cloud-based solutions and the design of packaged applications from the consumer back. The focus needs to be on the shopper.

Supply Chain Design Software 257

Supply Chain Design Software Supply Chain Network Software Analytics Software Modeling Software 257

Supply Chain Shaman

JUNE 7, 2021

Gartner purchased the firm in 2010.) I advocated a study, an analysis of market value. My desire was to make the rankings of the Top 25 supply chain report data-driven based on balance sheet results. When companies were growing, I also discovered that the cost and inventory metrics better aligned with peers.

Gartner 221

Gartner Supply Chain Design Software Supply Chain Planning Software Eliminating Excel in Purchasing 221

Logistics Bureau

DECEMBER 22, 2024

Now let’s get a little more granular in this study of supply chain KPIs, and look at some examples like the perfect order rate, as well as other KPIs you can use to measure supply chain performance. Unlike most of the KPIs we recommend, perfect order is a composite of several elementary metrics. What about DIFOT?

KPI 74

KPI Agile and Lean Supply Chain Supply Chain Strategy Supply Chain 74

Supply Chain Shaman

DECEMBER 4, 2018

For the past five years, the team at Supply Chain Insights identified Supply Chains to Admire Award Winners by analyzing performance by peer group on the key metrics of growth, operating margin, inventory turns and Return on Invested Capital (ROIC). As a B2B company, procurement management is essential.

Supply Chain Software 34

Supply Chain Software Supply Chain Planning Software Supply Chain Design Software Manufacturing Procurement 34

Logistics Viewpoints

DECEMBER 1, 2022

In the study we conducted in 2022 called “ Ecommerce: Is Retailer Fulfillment and Delivery Performance Keeping Up with Sales Growth? ”, convenience was cited as the number one reason consumers bought online and had their goods delivered—and it is consumers’ intention to have more ecommerce purchases delivered to the home.

Predictive Analytics Software 299

Predictive Analytics Software Logistics Network Optimization Software Cost Reduction Strategies Resource Reduction 299

Supply Chain Shaman

OCTOBER 11, 2012

As a result, I invested in building qualitative survey capabilities and built a database of twenty years of supply chain ratio data (for more on this capability reference the research report, The Effective Frontier and check out our community ). Ownership of Inventory as a Metric. There are a few outliers (e.g., What I Think it Means.

Inventory Reduction 248

Inventory Reduction Vendor Strategies Resource Reduction Cost Reduction Strategies 248