Logistics Viewpoints

OCTOBER 24, 2024

SAP is embedding its generative Joule across the SAP Ariba source-to-pay solution portfolio to make it easier for their customers to manage routine inquiries, such as status updates, summarization, and frequently asked questions. Spend Management Takeaways SAP continues to invest in using generative AI to improve the user experience.

SAP 292

SAP Procurement Solutions Manufacturing Procurement Procurement Analytics 292

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. Integration allows seamless transitions from data insights to purchase approvals and execution.

Optimal Sourcing 234

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

Supply Chain Shaman

JUNE 10, 2025

Supply chain was defined in 1982 as interoperability between source, make and deliver. Each organization has multiple demand streams with different characteristics–forecastability, demand latency, and bias. Most companies forecast a single stream with a focus on error. 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

MARCH 19, 2025

The COVID-19 pandemic and ongoing geopolitical shifts demonstrated the risks of relying on single-source suppliers and minimal inventory buffers. Companies are restructuring supplier networks, adopting just-in-case (JIC) inventory models, and implementing AI-driven forecasting to anticipate and mitigate disruptions.

Supply Chain Software 254

Supply Chain Software Inventory Reduction Cost Reduction Strategies Supply Chain Planning Software 254

Logistics Viewpoints

APRIL 10, 2025

Reducing cost was the primary objective, and most operational decisionsfrom sourcing to fulfillmentreflected that mindset. Political instability has disrupted transportation corridors. For years, supply chains were engineered to be lean. But todays global environment is more unstable than it was a decade ago.

Optimal Sourcing 216

Optimal Sourcing Modeling Supply Chain Optimization Cost Reduction Strategies 216

Logistics Viewpoints

JUNE 3, 2025

Many large organizations have multiple systems for order, warehouse, or transportation management that are barely integrated frequently not at all. Optimizing fulfillment requires a series of steps to get a shipment from its source to the end customer.

Optimal Sourcing 225

Optimal Sourcing Optimization Software Price Mitigation Strategies Sourcing Strategies 225

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. Here are some specific use cases: Demand Forecasting AI Agents can analyze historical sales data, market trends, and real-time demand signals to predict future demand accurately.

Supply Chain Planning Software 292

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

ToolsGroup

MARCH 26, 2025

Why Safety Stock is Essential for Effective Supply Chain Planning Improving demand forecasting accuracy remains crucialyet even well-managed companies struggle with accuracy. Rather that depending solely on forecasting improvements, forward-thinking businesses implement advanced inventory optimization software to compensate for uncertainties.

Supply Chain Planning Software 156

Supply Chain Planning Software Modeling Supply and Demand Supply Chain Planning 156

Logistics Viewpoints

APRIL 24, 2025

Whether natural or man-made disasters, supplier or transportation issues, cyberattacks or regulatory changes, supply chain disruptions are a serious threat to operational efficiency, profit margins, and brand reputation. Disrupted trade While the trade war between the U.S.

Sourcing Strategies 260

Sourcing Strategies Global Negotiating Skills Supply Chain Planning Software 260

Supply Chain Shaman

JANUARY 7, 2025

For example, if I improve the cost structure in transportation, procurement, manufacturing and sales independently, what decision support framework decides the right trade-offs? In current systems where Distribution Requirements Planning (DRP) and Transportation Management (TMS) are different models, alignment is impossible.

Optimal Sourcing 367

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

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

Supply Chain Shaman

NOVEMBER 9, 2023

Traditionally, the definition of end-to-end supply chain planning meant: Forecasting based on order or shipment patterns. Forecast consumption into supply planning based on rules (rules-based-consumption). Translation of the demand forecast into planned orders to minimize manufacturing constraints. Is there value?

Optimal Sourcing 409

Optimal Sourcing Supply Chain Planning Software Manufacturing Procurement Modeling 409

GlobalTranz

NOVEMBER 30, 2021

Managing OTR transportation through disruption is a complex process. We’re sharing seven best practices to improve OTR transportation management, enabling shippers to stay competitive in the face of disruption. Forecast Demand?with?Analytics. Analytics provides visibility into your transportation network and operations.

Optimal Sourcing 296

Optimal Sourcing Transportation Rail Software Sourcing Strategies 296

ToolsGroup

FEBRUARY 4, 2025

Collaborate on POs and demand forecasts Real-time visibility into ASNs and shipping notices Real-time risk and issues detection with proactive alerting Supplier performance management Optimize Distribution Networks Network Design and Optimization : Reconfigure warehouse locations and logistics for regional or localized supply chains.

Price Reduction 156

Price Reduction Inventory Reduction Material Savings Cost Reduction Strategies 156

Logistics Viewpoints

APRIL 2, 2025

Companies that previously prioritized cost-cutting and centralized sourcing quickly found themselves exposed to serious production and distribution risks. In response, many organizations have shifted toward decentralized and regionalized supply chain models, distributing production and sourcing across multiple regions.

Modeling 163

Modeling Modeling Software Supply Chain Planning Software Supply Chain Design Software 163

Logistics Viewpoints

FEBRUARY 24, 2025

Production plans might be locked for as long as a month, regardless of how accurate the forecast was. That supply planning application needs to be integrated into an array of internal systems ERP, transportation management, warehouse management, procurement, and other applications.

Supply Chain Planning Software 290

Supply Chain Planning Software Prescriptive Analytics Software Agile and Lean Supply Chain Modeling 290

Supply Chain Shaman

NOVEMBER 15, 2023

The essence of the question is resilience and the ability to forecast in a variable market reliably. This gets us to the question of what is the role of the forecast?` For most, forecasting is a conundrum full of potholes, politics, and bias. I attempted and failed to: Use Point of Sale Data in Supply Chain Forecasting.

Supply Chain Planning Software 418

Supply Chain Planning Software Optimal Sourcing Modeling Supply Chain Software 418

Enchange Supply Chain Consultancy

JUNE 10, 2025

Do Embrace Technology and Data : Use real-time data for demand forecasting, inventory management, and route optimization. Do Set Clear KPIs and Governance Structures : Establish transparent metrics for sales, coverage, and service levels. Regular reviews and joint business planning foster accountability and trust.

Waste Reduction 165

Waste Reduction Vendor Strategies Inventory Reduction Cost Reduction Strategies 165

Supply Chain Shaman

DECEMBER 7, 2023

Expand the “FLOW” program for logistics information sharing to forecast transportation flow. If businesses cannot accurately forecast revenue, the organization is not resilient. Reporting off of transportation data is a delays the signal by weeks and months.) The result was restatement. My conclusion?

Supply Chain Design Software 395

Supply Chain Design Software Supply Chain Planning Software Modeling Supply Chain Software 395

GlobalTranz

AUGUST 11, 2021

The supply chain is evolving, and the standards used for managed logistics transportation services today are more data- and technology-driven than those of the past. Shippers should consider the following as indicators for when to add an outsourced managed logistics transportation services provider. This can be a confounding issue.

Logistics Network Optimization Software 296

Logistics Network Optimization Software Transportation Supply Chain Software Supply Chain Planning Software 296

Logistics Viewpoints

JANUARY 18, 2024

1) Streamlined Data Flow and Process Automation Is all about AI At the heart of effective supply chain automation lies the seamless flow of data across various sources and digital platforms, akin to a well-constructed highway for data. outliers, product with active sales but no forecast, sales in an inactive product or customer).

Supply Chain Software 325

Supply Chain Software Supply Chain Planning Software Supply Chain Design Software Network Design Software 325

Logistics Viewpoints

DECEMBER 14, 2023

Organizations must take the following steps to bring departments together to create truly resilient and sustainable supply chains: Leverage external data to sense market shifts Look to external causal factors and forecasting models to identify market shifts. By identifying these gaps, you can create sourcing events to close them.

Supply Chain Design Software 322

Supply Chain Design Software Optimal Sourcing Supply Chain Planning Software Modeling 322

Logistics Viewpoints

FEBRUARY 20, 2024

Assumptions around demand are in the center here because, unlike all other main components, they are the most difficult to forecast. Another strategy is to dedicate resources and build the best algorithm for demand forecasting. This means that pouring resources into better forecasting will not produce the anticipated result.

Sourcing Strategies 307

Sourcing Strategies Supply Chain Design Software Modeling Inventory Reduction 307

Supply Chain Shaman

APRIL 29, 2024

I still hold hope that SAP could get serious about supply chain planning, but I have given up on Oracle (with the exception of transportation management.)) For example, currently, I am surprised on the shifts on forecastability (many companies struggle with the shifts in the market and the decrease in forecastability).

Supply Chain Planning Software 417

Supply Chain Planning Software Supply Chain Design Software Supply Chain Software Forecasting Software 417

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. “Sophisticated predictive analytics tools process sales data, seasonal trends, and market fluctuations to forecast demand accurately.

Optimal Sourcing 130

Optimal Sourcing Supply Chain Optimization Modeling Optimization Software 130

Logistics Viewpoints

FEBRUARY 28, 2022

Machine Learning, a Form of Artifical Intelligence, Has Feedback Loops that Improve Forecasting. A supply chain planning model learns when the planning application takes an output, like a forecast, observes the accuracy of the output, and then updates its own model so that better outputs will occur in the future.

Optimal Sourcing 354

Optimal Sourcing Supply Chain Planning Software Supply Chain Design Software Supply Chain Planning 354

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. Demand Forecasting: Analyze past data to predict future needs. Customers expect seamless experiences, and inefficiencies can quickly erode your bottom line. That’s where data analytics comes in.

Optimal Sourcing 98

Optimal Sourcing Supply Chain Optimization Modeling Inventory Reduction 98

Logistics Viewpoints

MARCH 17, 2022

The same survey indicates that 50% of the retailers are unhappy with their existing technology solutions and are looking to enhance or replace them to bring more diagnostic and predictive capabilities, including: Current demand vs. forecast analysis and rebalancing. Automated forecasting processes. Network cost modeling.

Supply Chain Planning Software 335

Supply Chain Planning Software Forecasting Software Analytics Software Supply Chain Network Software 335

Logistics Viewpoints

DECEMBER 2, 2024

We have all our factories, both in-house and outsourced, all of our distribution centers, and our transportation network on the Blue Yonder foundational system. We can run a plan simulation to maximize revenue, maximize shipments, maximize the customer experience, or minimize transportation costs.

Supply Chain Planning Software 281

Supply Chain Planning Software Supply Chain Planning Supply Chain Software Supply Chain Network Software 281

Logistics Viewpoints

APRIL 7, 2025

For logistics professionals, this translates to smarter warehouse layouts, more accurate transportation planning, proactive maintenance scheduling, and a new level of resilience through cost-to-serve optimization. This article explores how digital twins are being deployed in transportation, warehousing, and network design.

Sourcing Strategies 218

Sourcing Strategies Modeling Supply Chain Design Software Supply Chain Planning Software 218

The Logistics of Logistics

MARCH 18, 2025

Mike is the Head of Intermodal Solutions at SONAR, the leading freight market analytics tool and dashboard, aggregating billions of data points from hundreds of sources to provide the fastest data in the transportation and logistics sector. At Stifel, he had primary coverage of the railroad, rail equipment, and truck equipment sectors.

Supply Chain Design Software 146

Supply Chain Design Software Analytics Software Logistics Network Optimization Software Forecasting Software 146

Logistics Viewpoints

MARCH 9, 2023

This is because most classical planning solutions lack the modeling capability and computing power to accommodate different data sources, large SKU count, and detailed constraints and contingencies to build an immediately executable plan. each with discrete plans generated typically in sequential batch runs.

Supply Chain Planning Software 282

Supply Chain Planning Software Modeling Forecasting Software Optimization Software 282

ivalua

MAY 29, 2025

At a high level, procurement focuses on sourcing the goods and services an organization needs, while supply chain management oversees the broader flow of those goods, from raw materials to end customers. Supply Chain Management (SCM) involves orchestrating a product’s or service’s entire lifecycle, from sourcing and production to delivery.

Procurement Solutions 130

Procurement Solutions Optimal Sourcing Manufacturing Procurement Supply Chain Planning Software 130

Supply Chain Brain

JUNE 17, 2025

Koganti said this is the fastest-growing use of AI in supply chain, especially when it comes to forecasting, procurement and fulfillment. He sees a near future in which there are multiple agents, each with their own realm of responsibility, such as shipping, pricing and forecasting.

Supply Chain Planning Software 100

Supply Chain Planning Software Optimal Sourcing Supply Chain Design Software Supply Chain Software 100

My Office Apps

OCTOBER 25, 2024

Inaccurate Demand Forecasting The inability to forecast demand accurately leads to overstock or stockouts, both of which negatively impact profitability. Advanced ERP such as Kechie ERP equipped with AI-driven forecasting capabilities can help distributors manage inventory more effectively.

Supply Chain Software 98

Supply Chain Software Forecasting Software Optimization Software Optimal Sourcing 98

RFgen

DECEMBER 4, 2024

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. Transportation and Logistics: The goal here is to minimize delivery costs while maintaining reliable service levels.

Sourcing Strategies 96

Sourcing Strategies Inventory Reduction Waste Reduction Expense Reduction 96

TransAudit

JUNE 24, 2025

With global transportation costs climbing and carrier networks becoming more complex, transportation spend management has become a strategic priority — not just a back-office function. Why Transportation Spend Management Demands Better Data Transportation spend often ranks as one of the top operational costs for shippers.

Real-time Visibility 61

Real-time Visibility Negotiating Skills Optimal Sourcing Cost Reduction Strategies 61