Logistics Viewpoints

JUNE 8, 2022

It is hard to believe it has been two years since I was faced with forecasting WMS and warehouse automation market growth rates in the midst of the COVID-19 pandemic. These events make accurate forecasting very difficult. I tend to use time series analysis as an anchor to my forecast, as I suspect many of you do.

Forecasting 313

Forecasting Modeling Supply and Demand Scenario Planning 313

Logistics Viewpoints

AUGUST 4, 2022

If “the forecast is always wrong,” is improving forecast accuracy even the solution to our demand planning woes? Artificial intelligence and machine learning ( AI/ML ) can improve forecast accuracy, but a bigger problem is the failure to set accurate expectations around forecasting models, not the accuracy of the models themselves.

Supply and Demand 306

Supply and Demand Forecasting Forecasting Software Demand Planning 306

Logistics Viewpoints

OCTOBER 14, 2024

Further, the journey to autonomous planning does not rely on a highly accurate forecast. “I I have not cared for 20 years”, Mr. Bakkalbasi states with force, what level of forecast accuracy is achieved. Forecasting is not an actionable item.” You don’t act on a forecast; you act on what you purchase.

Supply Chain Planning Software 289

Supply Chain Planning Software Supply Chain Planning Scenario Planning Procurement Analytics 289

BlueYonder

OCTOBER 29, 2024

That capability is accurate, dynamic, real-time forecasting. Thanks to artificial intelligence (AI), machine learning (ML), data science, analytics, and advanced algorithms, today’s forecasting solutions are smarter and more precise than ever.

Forecasting 106

Forecasting Forecasting Software Supply Chain Planning Software Supply and Demand 106

Logistics Viewpoints

MAY 14, 2025

Market Growth Outlook Includes a comprehensive five-year forecast with: Global and regional market breakdowns Vertical-specific trends Historical data for benchmarking Executive dashboards and TAM modeling 2. Download the Executive Summary Your roadmap to smarter logistics starts here.

Supply Chain Planning Software 217

Supply Chain Planning Software Modeling Software Forecasting Software Demand Planning Software 217

Logistics Viewpoints

NOVEMBER 11, 2024

For instance, advanced factory scheduling solutions use predictive maintenance inputs, which rely on sensor data to forecast equipment failures. Short-term forecasting relies on POS and other forms of downstream data. Don’t recalculate the forecast. Warehouse management systems rely on RF scans of locations and products.

Supply Chain Planning Software 290

Supply Chain Planning Software Modeling Software Analytics Software Forecasting Software 290

Logistics Viewpoints

APRIL 23, 2025

With freight transport accounting for a significant share of global emissions, efforts to improve logistics now extend beyond operational metrics to include resilience, regulatory compliance, and climate performance. CEVA Logistics, a CMA CGM subsidiary, uses Googles AI tools for warehouse management and demand forecasting.

Supply Chain Planning Software 159

Supply Chain Planning Software Logistics Network Optimization Software Optimization Software Rail Software 159

Logistics Viewpoints

OCTOBER 17, 2024

Long term forecast collaboration becomes a critical requirement for manufacturers and their direct suppliers to focus on to de-risk their supply chains. Ensuring that collaborative forecasts, VMI and OTIF data is captured through execution platforms and utilized as part of S&OP and S&OE is critical.

Manufacturing Procurement 298

Manufacturing Procurement Supply Chain Planning Software Material Savings Supply Chain Design Software 298

Logistics Viewpoints

FEBRUARY 7, 2025

The transportation, logistics, and energy storage sectors are undergoing profound transformation, driven by rapid technological advancements, evolving consumer expectations, and the global pursuit of sustainability. In transportation and logistics, this has manifested as a significant focus on electrification and renewable energy integration.

Logistics Network Optimization Software 201

Logistics Network Optimization Software Cost Reduction Strategies Price Reduction Inventory Reduction 201

Logistics Viewpoints

JANUARY 20, 2025

The system can detect a deviation from a forecast, for example, and yet understand if the deviation is in an allowable range and that an alert does not have to be generated. Should it be used to forecast a group of materials? The post CONA Services Embraces Supply Chain AI appeared first on Logistics Viewpoints.

Supply Chain Planning Software 221

Supply Chain Planning Software Logistics Network Optimization Software Supply Chain Planning Jordan 221

ToolsGroup

MARCH 18, 2025

With multi-echelon networks, supplier uncertainty, multiyear product lifecycles, and reverse logistics channels , aftermarket supply chains exceed the capabilities of traditional planning tools. The evidence is compelling: Aftermarket supply chains have evolved beyond the capabilities of conventional forecasting methodologies.

Supply Chain Planning Software 156

Supply Chain Planning Software Optimal Sourcing Inventory Reduction Waste Reduction 156

Logistics Viewpoints

DECEMBER 18, 2024

CTSI-Global operates at the intersection of logistics and technology, focusing on solutions that address the challenges of transportation management. At the heart of CTSI-Globals portfolio is its TMS, which supports essential logistics tasks such as load planning, routing, parcel management, and freight auditing.

Supply Chain Design Software 245

Supply Chain Design Software Supply Chain Planning Software Logistics Network Optimization Software Transportation Management 245

Logistics Viewpoints

APRIL 24, 2025

Its a rollercoaster for logistics and supply chain leaders operating in global markets. The post Navigating Global Trade Challenges in 2025 (Its Not Just About Tariffs) appeared first on Logistics Viewpoints. Intensifying geopolitical unrest. Increasing concerns over mass supply chain disruptions. Extreme tariff volatility.

Sourcing Strategies 263

Sourcing Strategies Global Negotiating Skills Supply Chain Planning Software 263

Logistics Viewpoints

NOVEMBER 6, 2024

In an increasingly competitive logistics landscape, these capabilities allow companies to remain agile and cost-effective. Predictive analytics offers the added benefit of forecasting maintenance needs and planning routes based on historical data, allowing for proactive resource allocation.

Supply Chain Planning Software 297

Supply Chain Planning Software Supply Chain Design Software Predictive Analytics Software Optimization Software 297

ToolsGroup

MARCH 14, 2025

With multi-echelon networks, supplier uncertainty, multiyear product lifecycles, and reverse logistics channels , aftermarket supply chains exceed the capabilities of traditional planning tools. The evidence is compelling: Aftermarket supply chains have evolved beyond the capabilities of conventional forecasting methodologies.

Optimal Sourcing 156

Optimal Sourcing Supply Chain Planning Software Optimization Software Inventory Reduction 156

Logistics Viewpoints

APRIL 10, 2025

When a new tariff is proposed, companies using AI-based forecasting tools are often able to adjust their sourcing or logistics strategies well before the policy takes effect. Rather than planning based on a single forecast, supply chain teams can evaluate multiple options in parallel: What happens if tariffs increase by 15%?

Optimal Sourcing 214

Optimal Sourcing Modeling Cost Reduction Strategies Supply Chain Optimization 214

Logistics Viewpoints

FEBRUARY 1, 2025

Together, the companies will provide businesses with powerful labor insights for workflow analysis, benchmarking, and forecasting across their networks. Read more at Unlocking Powerful Labor Insights with Easy Metrics Partnership The post Open Sky Partners with Easy Metrics for Labor Efficiency appeared first on Logistics Viewpoints.

Metrics 278

Metrics Logistics Network Optimization Software Forecasting Software Supply Chain Network Software 278

ToolsGroup

MAY 8, 2025

This means going beyond high-level forecasts to embrace tools and practiceslike Demand Collaboration, Scenario Planning, and detailed modelingthat make Sales & Operations Planning actionable, dynamic, and performance-driven. As Gartner highlights, companies tend to prioritize improving forecast accuracy to strengthen S&OP results.

Inventory Reduction 156

Inventory Reduction Price Reduction Cost Reduction Strategies Supply Chain Planning Software 156

Logistics Viewpoints

JANUARY 11, 2023

Unlike some of the other trends articles we have covered at Logistics Viewpoints, which take a deeper dive into technology and application specific trends, this article looked at the top trends executives need to be paying attention to before their strategic planning meetings commence. billion globally, and I forecast it to grow to $9.9

Logistics Network Optimization Software 309

Logistics Network Optimization Software Supply Chain Planning Software Supply Chain Design Software Forecasting Software 309

ToolsGroup

OCTOBER 14, 2024

Moreover, maintaining optimal service levels while balancing inventory costs is a delicate act that requires sophisticated forecasting and inventory management techniques, underlining the importance of advanced spare parts management solutions.

Inventory Reduction 156

Inventory Reduction Negotiating Skills Optimal Sourcing Cost Reduction Strategies 156

Logistics Viewpoints

MARCH 12, 2025

Logistics & Shipment Tracking Tracking shipments across multiple jurisdictions is difficult. Today, logistics firms rely on RFID tags, barcode scanning, and centralized tracking systems, which are vulnerable to tampering and inefficiencies. Suppliers of blockchain logistics solutions: VeChain, IOTA, Helium, IBM TradeLens 3.

Supply Chain Design Software 268

Supply Chain Design Software Supply Chain Software Supply Chain Planning Software Negotiating Skills 268

Logistics Viewpoints

SEPTEMBER 8, 2023

Earlier this morning I was thinking about something different, yet interesting to discuss in the intro paragraph of this week in logistics news. And now on to this week’s logistics news. Garvis designed from the ground up an AI-first forecasting solution now called DemandAI+. So I will. Walmart has spent $3.5

Logistics Network Optimization Software 323

Logistics Network Optimization Software Supply Chain Planning Software Supply Chain Design Software Forecasting Software 323

Logistics Viewpoints

JANUARY 21, 2025

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. Logistics Optimization AI Agents can analyze transportation networks, weather patterns, and other variables to optimize routes and reduce costs.

Supply Chain Planning Software 296

Supply Chain Planning Software Supply Chain Design Software Supply Chain Software Optimization Software 296

Logistics Viewpoints

OCTOBER 24, 2024

The most common trading partner collaborative processes covered in SCCN suites are purchase order/procurement collaboration, demand forecast collaboration, and the transportation shipper tender/carrier accept process. The post Key Takeaways from SAP Spend Connect Live appeared first on Logistics Viewpoints.

SAP 297

SAP Procurement Solutions Manufacturing Procurement Procurement Analytics 297

Logistics Viewpoints

MAY 1, 2025

Predictive and prescriptive AI addresses use cases like inventory optimization, asset health predictions, yield optimization, and financial forecasting. Predictive Intelligence is being developed to use AI/ML to forecast completion dates for critical activities like Manufacture Complete, Carrier Pick Up, and Final Delivery.

Prescriptive Analytics Software 198

Prescriptive Analytics Software Optimal Sourcing Material Savings Predictive Analytics Software 198

Logistics Viewpoints

MAY 11, 2025

Cost Forecasting : The 10% tariff baseline increases landed costs and may affect margin forecasts across multiple sectors. The post US-UK Trade Deal – Key Provisions and Supply Chain Implications appeared first on Logistics Viewpoints. Further negotiations are expected.

Negotiating Skills 154

Negotiating Skills Pharmaceutical Cost Reduction Strategies Price Reduction 154

ToolsGroup

APRIL 29, 2025

ToolsGroup customer Suministros & Alimentos , a leading Central American food distribution and logistics provider, with regional coverage across Guatemala, El Salvador, Honduras, and Nicaragua, will showcase how it uses technology and AI to predict demand and track shipments in real time to optimize the supply chain, ensure product quality.

Gartner 156

Gartner ToolsGroup Modeling Supply Chain Optimization 156

AIMMS

SEPTEMBER 28, 2020

A logistics company used AIMMS to address constraints due to COVID-19 and was able to deal with the situation in an agile way. The machine learning algorithm then continually fine tunes the forecast model through each forecasting cycle.

Prescriptive Analytics Software 415

Prescriptive Analytics Software Supply Chain Design Software Modeling Supply Chain Planning Software 415

Logistics Viewpoints

FEBRUARY 24, 2025

Production plans might be locked for as long as a month, regardless of how accurate the forecast was. Those can include suppliers, contract manufacturers, logistics service providers, customs brokers, governmental agencies, and other participants. Historically, the supply chain plan that resulted from the IBP process was too static.

Supply Chain Planning Software 293

Supply Chain Planning Software Prescriptive Analytics Software Agile and Lean Supply Chain Modeling 293

ToolsGroup

OCTOBER 17, 2024

Inefficient inventory management often leads to last-minute rush orders that inflate logistics costs. Enhanced Demand Forecasting: Are you leveraging AI and advanced analytics to boost your forecasting accuracy? According to McKinsey , businesses that utilize these technologies can enhance their forecasting precision by 50%.

Inventory Reduction 156

Inventory Reduction Cost Reduction Strategies Expense Reduction Resource Reduction 156

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 Forecasting Software 418

Talking Logistics

FEBRUARY 16, 2024

That’s what the weather forecasters were saying Monday morning. Read more The post Above the Fold: Supply Chain Logistics News (February 16, 2024) appeared first on Talking Logistics with Adrian Gonzalez. By that evening, they had dialed back their prediction to 5-6 inches. A reminder that even with all the.

Logistics Network Optimization Software 255

Logistics Network Optimization Software Forecasting Supply Chain Software Logistics 255

The Logistics of Logistics

MAY 6, 2024

Tom Raftery and Joe Lynch discuss triple bottom line logistics. Tom advises logistics and supply chain companies on technology, sustainability, and communications Summary: Triple Bottom Line Logistics Tom Raftery , a sustainability expert, discusses the importance of triple bottom line logistics in the supply chain industry.

Logistics Network Optimization Software 246

Logistics Network Optimization Software Waste Reduction Resource Reduction Cost Reduction Strategies 246

Logistics Viewpoints

APRIL 2, 2025

These decentralized networks aim to boost flexibility, reduce risk, and improve responsiveness, aided by technologies such as blockchain, AI-driven logistics, and expanded visibility into supply chains. Demand Planning and Forecasting Cisco has integrated AI-driven forecasting and predictive analytics into its demand planning processes.

Modeling 168

Modeling Modeling Software Supply Chain Planning Software Supply Chain Design Software 168

Logistics Viewpoints

MAY 14, 2025

The system also contributes to better forecasting accuracy. The post End-to-End Supply Chain Orchestration: Achieving Visibility and Operational Control appeared first on Logistics Viewpoints. The factory uses this information to make scheduling and inventory decisions more efficiently.

Supply Chain Planning Software 235

Supply Chain Planning Software Supply Chain Design Software Supply Chain Software Predictive Analytics Software 235

ToolsGroup

FEBRUARY 4, 2025

Optimize Distribution Networks Adapt warehouse locations and logistics for localized supply chains. Gaviota : Increased production performance by 37% and reduced stock levels by 43% through precise forecasting. Strengthen Supplier Relationships Build diversified and collaborative networks to enhance visibility and reliability.

Price Reduction 156

Price Reduction Inventory Reduction Material Savings Cost Reduction Strategies 156

Logistics Viewpoints

OCTOBER 25, 2023

That means that we are getting ready for the annual holiday logistics bonanza. The National Retail Federation (NRF) has issued its annual forecast, anticipating that retail sales will grow between 4 percent and 6 percent in 2023, meaning sales will reach between $5.13 trillion and $5.23 trillion this year.

Logistics Network Optimization Software 304

Logistics Network Optimization Software Logistics Price Reduction Expense Reduction 304