Supply Chain Shaman

JANUARY 7, 2025

Before you ask, yes, there are design and simulation technologies–even a digital twin or two–but these technologies are usually deployed as ad-hoc analysis deep within a function and not used holistically. The data outcome is open source and can be used to improve project outcomes. The answer is not th e Gartner Top 25.

Optimal Sourcing 367

Optimal Sourcing Supply Chain Planning Software Supply Chain Design Software Supply Chain Software 367

Logistics Viewpoints

APRIL 23, 2025

From raw material sourcing to logistics and regulatory compliance, stakeholders across the value chain will need to prepare for structural adjustments. Sourcing and Ingredient Availability A central impact of this policy is the need to replace synthetic colorants with natural alternatives. Production scheduling may also be affected.

Manufacturing Procurement 172

Manufacturing Procurement West Virginia Food Sourcing Strategies 172

Logistics Viewpoints

APRIL 14, 2025

From sourcing and bid evaluation to warehouse slotting and dynamic routing, AI tools support faster and more consistent outcomes by processing large volumes of operational data and identifying patterns that human decision-makers may overlook.

Optimal Sourcing 234

Optimal Sourcing Supply Chain Software Supply Chain Planning Software Supply Chain Design Software 234

ToolsGroup

MARCH 25, 2025

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.

Supply and Demand 156

Supply and Demand Forecasting Forecasting Software Modeling 156

Supply Chain Shaman

JUNE 12, 2020

Downsizing inventories over the past decade crippled the response.” In Table 1, I share research collected for the Supply Chains to Admire analysis on the average days of inventory by industry across the period of 2004 to 2019 by increments to match economic shifts. Days of Inventory Peer Group Across Time Periods.

Inventory Management Software 286

Inventory Management Software Inventory Management Inventory Reduction Inventory 286

Logistics Viewpoints

JANUARY 21, 2025

data extractors, search APIs) to perform tasks, enabling them to dynamically adjust to new information and real-time knowledge sources. Real-time data processing and analysis are crucial for identifying and resolving supply chain disruptions.

Supply Chain Planning Software 292

Supply Chain Planning Software Supply Chain Design Software Supply Chain Software Modeling Software 292

Supply Chain Shaman

JULY 31, 2024

What is the role of make, source, and deliver? In our work with Georgia Tech using data from 1982-2023, we find that the R² of the Regression analysis of Cost-of-Goods Sold/Inventory Turns when compared to correlations of Operating Margin/Inventory turns to Market Capitalization/employee is 40-65% lower.

Supply Chain Planning Software 413

Supply Chain Planning Software Supply Chain Planning Supply Chain Design Software Scenario Planning 413

Supply Chain Shaman

JUNE 10, 2025

Supply chain was defined in 1982 as interoperability between source, make and deliver. 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. Why is a reinvention needed?

Supply Chain Planning Software 221

Supply Chain Planning Software Supply Chain Design Software Supply Chain Software Waste Reduction 221

Logistics Viewpoints

MAY 1, 2025

Industry-specific content is available for processes like Source to Settle, Procure to Pay, Order to Cash, and more. Predictive and prescriptive AI addresses use cases like inventory optimization, asset health predictions, yield optimization, and financial forecasting. Key features include Multi-tier Mapping and Trace Request.

Prescriptive Analytics Software 197

Prescriptive Analytics Software Optimal Sourcing Material Savings Predictive Analytics Software 197

Logistics Viewpoints

MARCH 27, 2025

The pace and scope of supply chain disruption are beyond human cognition, manual analysis, and consumer-grade spreadsheet tools. Teams are constrained by their physical resources, like trucks, inventory, and labor capacities, as they seek to resolve a disruption.

Supply Chain Planning Software 330

Supply Chain Planning Software Supply Chain Network Software Logistics Network Optimization Software Predictive Analytics Software 330

Kinaxis

MAY 29, 2025

When tariffs hit, crucial components that were once affordable can become prohibitively expensive, forcing companies to rethink their sourcing and production strategies. Key takeaway Top challenge: Sourcing volatility driven by EV component shortages and fluctuating global tariffs.

Modeling 130

Modeling Optimal Sourcing Manufacturing Procurement Material Savings 130

Kinaxis

MARCH 19, 2019

by Richard Cushing In part one of my inventory management best practices series I argue that inventory cannot be managed until it is controlled, and present the notion our general willingness to apportion blame upon unreliable data from enterprise resource planning (ERP) systems is misplaced.

Inventory Management Software 247

Inventory Management Software Inventory Management Inventory Reduction Inventory 247

Enterra Insights

DECEMBER 17, 2024

They write, “This includes tackling bigger issues such as compliance, supplier relationship management, risk and disruption, responsible sourcing, and transparency. IoT devices track inventory in real time, providing valuable insights into stock movement, reducing waste, and ensuring products are available when needed.”

Optimal Sourcing 130

Optimal Sourcing Supply Chain Optimization Modeling Optimization Software 130

Supply Chain Shaman

APRIL 2, 2025

For my long-time readers, you know that fewer than 3% of companies outperform their peer group in our Supply Chains to Admire analysis , and that the Gartner Top 25 is essentially a beauty contest for underperformers. The third step is to do a data inventory. But, as the dust settles, is there value? And what is value?

Optimal Sourcing 195

Optimal Sourcing Supply Chain Planning Software Modeling Supply Chain Design Software 195

Logility

OCTOBER 24, 2024

This eliminates the need for lengthy back-and-forth communications and manual data entry by delivering a single source of truth. A significant advantage of GenAI in S&OP is the automation of complex data analysis. Elevating the Supply Chain Employee Experience with Insight Alignment is not the only issue for supply chain teams.

S&OP 224

S&OP Supply and Demand Optimal Sourcing Supply Chain Planning Software 224

Logistics Viewpoints

AUGUST 9, 2022

While consumers may see some short-term benefit in the form of discounted goods, many retailers have had to reset investor expectations , reflecting the expected hit on margins from carrying so much inventory. Inventory management is challenging enough in normal times. So, what is it going to take to enable better inventory management?

Inventory Management Software 261

Inventory Management Software Inventory Management Inventory Reduction Supply Chain Planning Software 261

Silvon Software

APRIL 16, 2025

Inventory is the lifeblood of any manufacturing business. By leveraging analytics and key performance indicators (KPIs), manufacturers can optimize inventory, reduce waste, and boost profitability. Tracking inventory flow and performance across your supply chain is a must. Thats where data-driven decision-making comes in!

Optimal Sourcing 65

Optimal Sourcing Inventory Reduction Supply Chain Optimization Price Mitigation Strategies 65

GlobalTranz

APRIL 20, 2021

A resilient supply chain incorporates alternative sources, carriers, routes, and other characteristics so that it can flex in response to a situation. To build supply chain resiliency, leaders should consider these factors: Buffer inventory and shift away from JIT.? Your plan should address technology, processes, and people.

Supply Chain Planning Software 383

Supply Chain Planning Software Agile and Lean Supply Chain Supply Chain Design Software Sourcing Strategies 383

Supply Chain Shaman

APRIL 27, 2022

At each company, there is a relationship between the metrics of growth, margin, inventory, customer service, and asset strategy. When we compare the results of P&G to its peer group for 2012-2021, P&G outperforms in inventory turns and margin but underperforms in growth and asset utilization. The analysis was too short-term.

Procurement Analytics 369

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

Supply Chain Shaman

OCTOBER 16, 2023

Clear operating strategy and definition of supply chain excellence across plan, source, make and deliver. I like the use of growth, margin, inventory turns, Return on Invested Capital, customer service and ESG metrics. Holistic design of the form and function of inventory with a focus on setting inventory targets for each flow.

S&OP 390

S&OP Supply and Demand Forecasting Supply Chain Design Software 390

Freightos

JUNE 10, 2025

Analysis Transpacific container rates to the West Coast doubled last week on June 1st GRIs to $5,488/FEU, with the latest daily rates above $6,000/FEU as shippers start peak season early and frontload goods ahead of tariff pause expirations in July and August. America weekly prices fell 1% to $5.27/kg. China – N. Europe – N.

Negotiating Skills 177

Negotiating Skills Asia China Price Reduction 177

RFgen

NOVEMBER 27, 2024

It’s the key to transforming your supply chain from a source of frustration into a well-oiled, profit-generating machine. Data analytics also offers actionable insights for: Inventory Management: See stock levels across multiple locations in real-time. That’s where data analytics comes in. The result?

Optimal Sourcing 98

Optimal Sourcing Supply Chain Optimization Modeling Inventory Reduction 98

Supply Chain Shaman

MAY 25, 2024

Pattern recognition is the ability to discern patterns in data and use the insights for further analysis. This data source synchronizes corporate reporting across global markets while tracking restatements, name changes, and currency shifts.) The second part of the story is that inventory turns for Lenovo are 10.8,

Eliminating Excel in Purchasing 384

Eliminating Excel in Purchasing Gartner Supply Chain Design Supply Chain Strategy 384

Supply Chain Shaman

SEPTEMBER 3, 2018

Over the last six years, we studied the connection between business results (growth, operating margin, inventory turns and Return on Invested Capital (ROIC)) and the link to company characteristics. We like the metrics of growth, on-time and in-full orders, operating margin, inventory turns, and Return on Invested Capital (ROIC).

Supply Chain Planning Software 377

Supply Chain Planning Software Supply Chain Design Software Agile and Lean Supply Chain Supply Chain Software 377

ToolsGroup

FEBRUARY 24, 2025

It leverages historical data, competitive intelligence, and external factors to guide inventory planning and resource allocation. Image source: Stefan de Kok 2. For example, Aston Martin faced growing demands from an international clientele and needed to improve first-time availability without increasing inventory.

Forecasting 156

Forecasting Modeling Supply and Demand Forecasting Software 156

Supply Chain Shaman

JUNE 21, 2023

While I was preparing for surgery, Gartner released the Gartner Top 25 Analysis. The analysis is now in its ninetieth year. The Gartner analysis is biased toward companies within the Gartner network. Semiconductor Industry Analysis Would you feel better about your results if you were Intel or TSMC? The reason?

Gartner 424

Gartner Supply Chain Planning Software Supply Chain Design Software Supply Chain Planning 424

Supply Chain Shaman

NOVEMBER 9, 2023

Use of optimization to consume planned orders into manufacturing scheduling and distribution requirements planning (including inventory optimization of safety stock). In this traditional definition of a supply chain model, I define a good plan as: A positive Forecast Value Added (FVA) analysis/output for the forecast with minimal bias. (I

Optimal Sourcing 409

Optimal Sourcing Supply Chain Planning Software Manufacturing Procurement Modeling 409

Logistics Viewpoints

JULY 23, 2024

Collaborative discussions can help identify relevant data sources and metrics that capture the end-to-end supply chain process and align with overall business goals. Data inventory and assessment: Conduct a comprehensive inventory of available data sources within the organization, including internal systems (e.g.,

Optimal Sourcing 307

Optimal Sourcing Agile and Lean Supply Chain Supply Chain Software Modeling 307

Logistics Viewpoints

MARCH 8, 2021

Mr. Frasquet is the executive director of corporate procurement, although his responsibilities include a much broader set of supply chain responsibilities than just sourcing. This digital twin contains network costs – the inventory carrying cost is X for this product, by Y for this one.

Supply Chain Design Software 318

Supply Chain Design Software Supply Chain Planning Software Supply Chain Transformation Modeling 318

Supply Chain Shaman

APRIL 24, 2025

The research methodology for the Supply Chains to Admire compares the performance of a company against its industry peer group for the metrics of Year-over-Year Revenue Growth, Inventory Turns, Operating Margin, and Return on Capital Employed (ROCE). The methodology is now 20 years old. No planning technology today can do this.

Gartner 195

Gartner Supply Chain Planning Software Supply Chain Planning Scenario Planning 195

Freightos

DECEMBER 20, 2022

Sources: U.S. Well, an analysis of US import container volumes 1 as a share of consumer spending 2 in 2021 and 2022 to date implies that every $1,000 in ocean freight costs per forty-foot container accounts for 0.09% of personal consumption expenditures each year. Between May and September of 2021 alone rates tripled.

Purchasing Skills 156

Purchasing Skills Analysis Cost Reduction Strategies Freight 156

SYSPRO Smarter ERP

JUNE 16, 2025

Manufacturing can not only use IoT for manufacturing, but also to give inventory management greater flexibility and improve decision-making. How IoT works with inventory With inventory management being a key factor in profitability and cost containment, active inventory management is essential.

Inventory Management Software 52

Inventory Management Software Manufacturing Procurement Inventory Management Inventory Reduction 52

Supply Chain Shaman

JUNE 3, 2024

A successful plan requires design, collaboration, simulation, what-if analysis, and closed-loop learning. I find successful teams learn more about operational potential through what-if analysis than wrote use of the first plan generated in a batch job. What do we learn through gap analysis? Future for Probabilistic Planning?

Supply Chain Planning Software 369

Supply Chain Planning Software Supply Chain Design Software Modeling Software Forecasting Software 369

Supply Chain Shaman

AUGUST 7, 2019

Lab work testing follows vital sign analysis. ” Or alternatively, “Is there data that could be sourced to help?” When I asked for an analysis of the customer service data with a root cause analysis, it was not available. Use the peer group analysis to establish realistic targets. inventory turns.

Supply Chain Design Software 271

Supply Chain Design Software Supply Chain Planning Software Supply Chain Software Supply Chain Design 271

Supply Chain Shaman

SEPTEMBER 13, 2023

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. Go to the source. Don’t you find the number of “experts in S&OP a bit humorous?

Supply and Demand 431

Supply and Demand Supply Chain Planning Software Modeling Demand Planning 431

Logistics Viewpoints

FEBRUARY 20, 2024

Optimal sourcing plant is different for different periods A baseline optimization model shows that depending on the period (month), the optimal sourcing location varies. While this sourcing strategy is the most cost-effective one, the business might not want to operate like that. In scenario #1 the horizon is 12 months.

Sourcing Strategies 307

Sourcing Strategies Supply Chain Design Software Modeling Inventory Reduction 307

Supply Chain Shaman

JULY 6, 2020

Tom, the colorful warehouse manager, constantly heckled Frank for the increasing inventory levels while Ed, the quiet material/logistics manager, constantly questioned if there was a better way. He felt that inventory was no problem, he would just cut it at the end of each quarter to make the balance sheet goals.

Agile and Lean Supply Chain 362

Agile and Lean Supply Chain Supply Chain Design Software Supply Chain Planning Software Supply Chain Strategy 362