Logistics Viewpoints

JANUARY 16, 2025

Datacenter Hardware: The demand for powerful computing to train ever larger and more accurate AI models is insatiable. AWS , Google , and Microsoft are also investing heavily in custom AI chips to reduce their dependence on NVIDIA and optimize performance and cost. This puts pressure on other device manufacturers to follow suit.

Modeling Software 293

Modeling Software Supply Chain Design Software Optimization Software Predictive Analytics Software 293

Logistics Viewpoints

MARCH 26, 2025

They integrate AI into demand forecasting, inventory optimization, and logistics operations to improve efficiency, reduce costs, and mitigate risks. Organizations examine past sales trends, apply seasonal adjustments, and make forecasts based on historical models. Amazon is a leader in AI-driven supply chain management.

Supply Chain Planning Software 218

Supply Chain Planning Software Optimal Sourcing Modeling Supply Chain Planning 218

Logistics Viewpoints

FEBRUARY 25, 2025

The manufacturing sector is facing unprecedented volatility in global trade, with tariffs becoming the latest in a series of uncertainty drivers that are impacting virtually all industries. Manufacturing plants are deeply entrenched; tied to infrastructure, suppliers, skilled labor, and regulatory requirements.

Manufacturing Procurement 244

Manufacturing Procurement Inventory Reduction Optimal Sourcing Price Reduction 244

Logistics Viewpoints

APRIL 1, 2025

A data gateway is essentially a connective tissue across your supply chain, providing unified access to supply chain data from various sources, including enterprise systems, data feeds, data warehouses, data lakes, data marts, and business entities. Achieving these goals requires visibility into the entire supply chain.

Optimal Sourcing 265

Optimal Sourcing Supply Chain Planning Software Supply Chain Design Software Supply Chain Software 265

AIMMS

JUNE 16, 2020

How are companies leveraging scenario modeling for network design and optimization ? The good news is many of the survey’s respondents recognize the potential of more advanced optimization solutions. In the context of disruptions like COVID-19, scenario modeling can make considerable difference – Tweet this.

Modeling 361

Modeling Network Design Software Network Design Scenario Planning 361

Enterra Insights

DECEMBER 17, 2024

A term once prominent in supply discussions optimization isn’t heard quite as often as it used to be. That doesn’t mean optimization isn’t as important now as it has been in the past. Also, validated financial statements are key in the underlying optimization models. Quite the opposite.

Optimal Sourcing 130

Optimal Sourcing Supply Chain Optimization Modeling Optimization Software 130

Logistics Viewpoints

NOVEMBER 20, 2024

Transportation, warehousing, and manufacturing collectively contribute significantly to carbon emissions, making these areas critical for meaningful change. Meanwhile, advances in AI-driven route optimization reduce unnecessary mileage, cutting emissions and costs. Ethical sourcing is a fundamental aspect of social sustainability.

Waste Reduction 298

Waste Reduction Sustainability Supply Chain Design Software Resource Reduction 298

RFgen

DECEMBER 19, 2024

But between rising costs, complex logistics, and the constant struggle to optimize space and labor, staying ahead can feel like an uphill battle. That’s where warehouse optimization comes in. Here’s what you can expect: A clear definition of warehouse optimization and its core components. Ready to get started?

Optimal Sourcing 97

Optimal Sourcing Optimization Software Waste Reduction Modeling 97

Logistics Viewpoints

MARCH 6, 2025

Companies leaning heavily on global sourcing? manufacturer I know saw their import costs jump overnight, forcing a rethink of a decade-old sourcing strategy. An automotive company I collaborated with conducted detailed modeling of potential tariff impacts on semiconductor supply chains. For example, U.S.-based

Price Reduction 209

Price Reduction Cost Reduction Strategies Material Savings Waste Reduction 209

Kinaxis

JUNE 11, 2025

Automotive: Can JIT manufacturing survive legal disruptions to tariff policy? Automakers must model dual-path sourcing strategies and reintroduce buffer inventory—not just for parts, but for regulatory flexibility. This is especially risky for firms betting on partial assembly models.

Pharmaceutical 167

Pharmaceutical Modeling Negotiating Skills Purchasing Skills 167

Supply Chain Shaman

APRIL 2, 2025

The issue is that when companies optimize functional metrics, they throw the supply chain out of balance and sub-optimize value. Traditional approaches built optimization on top of relational databases. This shift improves modeling options and the use of disparate data. Supply chain leaders love bright and shiny objects.

Optimal Sourcing 195

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

Logistics Viewpoints

APRIL 29, 2025

a leading global supplier of mechanical components for the manufacturing industry headquartered in Japan. The manufacturing and supply chain industries are rapidly evolving and increasingly volatile, fueled by shifts in global tariff and trade policy, geopolitical uncertainty, logistics disruptions, and technology developments.

Manufacturing Procurement 151

Manufacturing Procurement Supply Chain Software Logistics Network Optimization Software Manufacturing 151

Logistics Viewpoints

FEBRUARY 24, 2025

They offer software systems and technology for complex integration, rapid application development, and advanced analytics and sell those solutions to companies that need to accelerate optimized business outcomes. Further, each product a manufacturer produces usually has different end-to-end supply chain partners.

Supply Chain Planning Software 290

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

Freightos

APRIL 23, 2025

It creates a single source of truth for your rate management, automating RFQs and streamlining the entire procurement process. billion rate data points monthly to provide the most comprehensive view of the market, helping you identify savings opportunities and make data-driven decisions.

Optimal Sourcing 227

Optimal Sourcing Benchmarking Manufacturing Procurement Procurement 227

Kinaxis

MAY 29, 2025

Let’s take a closer look at how four key industries—automotive, consumer packaged goods (CPG), high tech, and industrial manufacturing—are navigating the tariff rollercoaster and adjusting to the shifting landscape. 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

Logistics Viewpoints

MARCH 19, 2025

Recent disruptions have exposed significant vulnerabilities in traditional models, driven by geopolitical instability, fluctuating demand, and operational inefficiencies. Just-in-time (JIT) inventory models, lean supplier networks, and offshore manufacturing reduced expenses but left companies exposed to disruptions.

Supply Chain Software 254

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

Logistics Viewpoints

DECEMBER 2, 2024

The high-tech firm is more than a manufacturer of PCs, tablets, smartphones, and servers. The company has more than 2000 suppliers and operates over 30 manufacturing sites. During COVID, this more agile and resilient model allowed the firm to grow their market share. Factories serve local markets. We operate in many countries.

Supply Chain Planning Software 281

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

Supply Chain Shaman

JUNE 10, 2025

Supply chain was defined in 1982 as interoperability between source, make and deliver. The concept was that managing trade-offs and optimizing the whole to drive business outcomes would improve value. As consumers complain of empty shelves, and manufacturers struggle to obtain materials, organizations will struggle to align.

Supply Chain Planning Software 195

Supply Chain Planning Software Supply Chain Design Software Supply Chain Software Waste Reduction 195

AIMMS

JANUARY 24, 2019

Today, the steel manufacturing leader has an ambitious digital transformation agenda and is leveraging AIMMS technology to optimize operations in its home country. I belong to this second division and work mostly on mathematical modeling, simulation and supply chain analytics. . Jamshedpur plant (image source: Tata Steel).

Optimal Sourcing 291

Optimal Sourcing Optimization Software Supply Chain Software Supply Chain Planning Software 291

Logistics Viewpoints

MARCH 3, 2025

Ibrahim Al Syed, the director of digital manufacturing at Celanese, was surprisingly forthcoming about how Celanese developed these capabilities at ARC Advisory Groups 29th Annual ARC Industry Leadership Forum. The company has 55 manufacturing sites across the world. ARC has been actively studying industrial AI for over two years.

Negotiating Skills 183

Negotiating Skills Supply Chain Design Software Modeling Software Optimal Sourcing 183

Logistics Viewpoints

MAY 1, 2025

They emphasized being an Industry Cloud Complete Company with industry-specific solutions for over 2000 micro verticals across Process Manufacturing, Distribution, Service Industries, and Discrete Manufacturing. Industry-specific content is available for processes like Source to Settle, Procure to Pay, Order to Cash, and more.

Prescriptive Analytics Software 197

Prescriptive Analytics Software Optimal Sourcing Material Savings Predictive Analytics Software 197

SCMDOJO

JANUARY 9, 2025

Strategic sourcing and innovative solutions are often viewed as two distinct procurement tools, but they should not be seen in isolation. Strategic Sourcing: The Foundation of Effective Procurement Strategic sourcing is far more than simply choosing suppliers. Done well, it can become a key driver of competitive advantage.

Optimal Sourcing 98

Optimal Sourcing Manufacturing Procurement Procurement Solutions Negotiating Skills 98

Logistics Viewpoints

FEBRUARY 26, 2025

Supply chains, which facilitate the movement of products from manufacturers to consumers, have historically encountered issues such as inefficiency, fraud, and a lack of transparency. Companies find it difficult to fully trust the data from suppliers, complicating efforts to ensure product authenticity, safety, and ethical sourcing.

Supply Chain Software 215

Supply Chain Software Pharmaceutical Supply Chain Network Software Optimal Sourcing 215

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. By harnessing the power of data science and analytics, you can gain end-to-end visibility across your entire network, breaking down information silos and optimizing every stage of your operations.

Optimal Sourcing 98

Optimal Sourcing Supply Chain Optimization Modeling Inventory Reduction 98

Supply Chain Shaman

MARCH 16, 2021

In our pandemic research, we interviewed thirty manufacturers. To gain insights, we interviewed Alexandros Skandalakis, Director of Manufacturing Capacity, reporting to operations/manufacturing globally within Philip Morris. We wanted to find a better way to design our network and optimize future manufacturing outcomes.

Manufacturing Procurement 243

Manufacturing Procurement Modeling Optimal Sourcing Supply Chain Planning Software 243

Enchange Supply Chain Consultancy

JUNE 10, 2025

This model simplifies the world of RtM into a series of three steps that any RtM practitioner can execute. Here are the Top 5 Do’s and Don’ts to help you build a high-performing RTM model and distributor network: ✅Top 5 Do’s Do Align RTM Strategy with Consumer Behaviour : Design your RTM based on where, how, and why your consumers shop.

Waste Reduction 165

Waste Reduction Vendor Strategies Inventory Reduction Cost Reduction Strategies 165

Supply Chain Shaman

NOVEMBER 9, 2023

Translation of the demand forecast into planned orders to minimize manufacturing constraints. Use of optimization to consume planned orders into manufacturing scheduling and distribution requirements planning (including inventory optimization of safety stock). The focus is on functional optimization.

Optimal Sourcing 409

Optimal Sourcing Supply Chain Planning Software Manufacturing Procurement Modeling 409

Logistics Viewpoints

FEBRUARY 20, 2024

Optimization and simulation are the two main branches of SCND. Optimization accounts for over 90% of all work that is being done by SCND teams. This article describes how to incorporate simulation techniques into optimization, build a stochastic optimization model, and end up with a more resilient supply chain model.

Sourcing Strategies 307

Sourcing Strategies Supply Chain Design Software Modeling Cost Reduction Strategies 307

Supply Chain Shaman

APRIL 18, 2023

During the pandemic, companies struggled with planning systems turning off the optimizers, and using the technology as a system of record. E-commerce models exacerbated this trend while supply variability challenged order reliability. Steps to Take Here are three steps to take: Adaptive Modeling. Build in-market sourcing.

Supply Chain Planning Software 417

Supply Chain Planning Software Supply Chain Design Software Optimal Sourcing Supply Chain Software 417

Logility

JUNE 28, 2022

With Starboard’s Digital Twin Technology, Logility Clients Can Better Answer “What if” Scenarios and Optimize Supply Chain Networks to Overcome Disruptions and Drive Growth. The solution is built for continuous use, eliminating the need for a consulting project to model potential resolutions to unexpected supply chain disruptions.

Optimal Sourcing 253

Optimal Sourcing Network Optimization Software Logility Supply Chain Network Software 253

ToolsGroup

FEBRUARY 24, 2025

Businesses have shifted from supply-focused approaches to demand-driven models, yet many still struggle to balance accuracy with agility. Whether you’re in manufacturing, retail, or another industry, navigating the uncertainties can feel like solving an intricate puzzle. Image source: Stefan de Kok 2.

Forecasting 156

Forecasting Modeling Supply and Demand Forecasting Software 156

Supply Chain Shaman

JULY 31, 2024

How should a global manufacturer make a decision? In short, the research tells me that the manufacturing industries are stuck. In contrast, for a global manufacturer, the answer is more complex. What is the role of make, source, and deliver? And how can supply chain planning help? What defines a feasible plan?

Supply Chain Planning Software 413

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

Supply Chain Shaman

MAY 26, 2023

The basic frame of supply chain planning–functional taxonomies for optimization on a relational database–must be redesigned before supply chain leaders can reap the benefit of deep learning, neural networks, and evolving forms of Artificial Intelligence (AI). Or a unified data model across source, make, and deliver for planning?

Optimal Sourcing 369

Optimal Sourcing Modeling Supply and Demand Manufacturing Procurement 369

Freightos

APRIL 23, 2025

It creates a single source of truth for your rate management, automating RFQs and streamlining the entire procurement process. billion rate data points monthly to provide the most comprehensive view of the market, helping you identify savings opportunities and make data-driven decisions.

Optimal Sourcing 156

Optimal Sourcing Benchmarking Manufacturing Procurement Modeling 156

ToolsGroup

AUGUST 25, 2022

BOSTON – (August 25, 2022) ToolsGroup , a global leader in AI-driven retail and supply chain planning and optimization software, has been named a leader in the Quadrant Solutions SPARK Matrix™ for Global Supply Chain Inventory Optimization. for Global Supply Chain Inventory Optimization, 2022. Source: [link].

Optimal Sourcing 222

Optimal Sourcing ToolsGroup Modeling Supply Chain Optimization 222

Supply Chain Shaman

NOVEMBER 15, 2023

PWC’s Digital Trends in Supply Chain Survey reports that 83% of manufacturers say that supply chain technologies have not delivered the expected results. Let’s zoom to the bottom line: the results are less than optimal for all the monies spent and practices deployed. For this blog post, never mind the comparison.

Supply Chain Planning Software 418

Supply Chain Planning Software Optimal Sourcing Modeling Supply Chain Software 418

Supply Chain Matters

MARCH 12, 2025

Global based contract manufacturing services provider Foxconn announced this week the availability of an Advanced AI based large language model aimed at improving manufacturing and supply chain management services. These reports indicate that that the model is based on Metas Llama 3.1 All rights reserved.

Manufacturing Procurement 45

Manufacturing Procurement Modeling Optimization Modeling Modeling Software 45