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This past February we asked members of our Indago supply chain research community — who are all supply chain and logistics executives from manufacturing, retail, and distribution companies — “Is your company using Artificial Intelligence in its supply chain or logistics operations?”
Many of the challenges faced by the world’s automotive and equipment manufacturers can be mitigated via flexible production planning. Enabled by artificial intelligence (AI), modern planning solutions enable manufacturers to create smart, flexible production plans that are continuously updated in response to real-time data.
Procurement and supply chain management are often used interchangeably—but in practice, the lines between them can blur in ways that create real friction. Misaligned priorities, siloed systems, and unclear ownership can directly impact key performance indicators like cost savings percentage and procurement cycle time.
Based in Paris, L’Oréal is a global personal care manufacturing company. This casestudy is the best example we have seen of a customer-centric supply chain. The Company;s senses consumer preferences to change and align their portfolio to deliver personalized products for purchase anytime and anywhere.
For global manufacturers, managing direct and indirect material spend can get very complicated very quickly. Multiple legacy systems prevent procurement from standardizing processes and tracking what they’re spending with each supplier.
CaseStudies. A CaseStudy. This casestudy will show you the analysis of Apple Supply Chain core processes, challenging issues and complexities of its operations. Information about Apple Supply Chain is a bit here, there and everywhere, its kinda tough to find the actual casestudy.
In May 2025, one in seven home-purchase agreements fell through resulting in the cancellation of 56,000 purchase contracts. Supply chain was defined in 1982 as interoperability between source, make and deliver. Ask a procurement or transportation professional if they have a good demand signal and expect a laugh.
Analysis of casestudy 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 casestudies, analyzed/categorized them by industry and the findings are presented.
Global manufacturing today faces significant operational challenges. How should manufacturers adapt to meet the challenges and shift from product-centric to customer-centric operations? How should manufacturers adapt to meet the challenges and shift from product-centric to customer-centric operations?
Our approach simply breaks accountabilities and goals across the areas of Manufacturing, Logistics/Network Optimization and Ingredients/Packaging. We would not have succeeded without a team effort across R&D, the business leaders, and SC disciplines of engineering, procurement, and manufacturing. What have you learned?
However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires. Probabilistic demand forecasting, in contrast, provides a full probability distribution, revealing actual purchasing patterns and enabling inventory planners to align stock levels with demand realities. The result?
If you’re evaluating procurement technology or exploring ways to drive more value from existing systems, chances are you’re looking beyond tactical fixes – you want a smarter, scalable strategy. Misaligned priorities across finance, legal, and procurement create friction that delays decision-making and reduces impact.
However, this approach ignores real purchasing behavior, such as customers buying complete sets of four tires. Probabilistic demand forecasting, in contrast, provides a full probability distribution, revealing actual purchasing patterns and enabling inventory planners to align stock levels with demand realities. The result?
In our pandemic research, we interviewed thirty manufacturers. To help readers sort through the hype, we are writing articles on digital twin use cases to help companies gain a competitive advantage. Here we share the casestudy of Philip Morris using a digital twin deployment. In the past, sourcing was a manual activity.
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In addition to analyzing the impact of changes through what-if analysis, scenario building, dashboards and alerts, Integrated Project Management has allowed First Solar to implement a closed-loop MRP with their ERP system effectively driving activities, such as creating and rescheduling POs, from one ‘source’ schedule.
Many supply chain consultants will quickly rattle off casestudies and proof points, but the smart supply chain leader will ground the discussion with clear definitions. Let’s start with these: Demand Sensing: The reduction of time to sense purchase and channel takeaway. The concepts of demand driven are now vogue.
Steve Jobs met Tim Cook In 1998, Steve Jobs invited Tim Cook for the interview while Cook was working as a procurement and supply chain leader at another company. He also reduced the manufacturing cycle time, from 4 months down to 2 months. Cook shared the same vision with Jobs and later decided to join Apple.
This type of software is used by businesses to plan and oversee routine operations, such as supply chain management, manufacturing, services, project management, customer relationship management, risk management, compliance, accounting and procurement. It has proven to be particularly useful for companies in the manufacturing space.
A CaseStudy. Keith led the work to move P&G from a regional to a global manufacturer opening up the Warsaw center of planning excellence and outsourcing IT to HP. Keith was an undisputed leader in building talent to drive manufacturing excellence. A case is not a case. Discontinued in 2011.
At Rockwell this includes all processes end-to-end except for manufacturing. In his role, Ernest owns strategic sourcing, materials planning, customer care, and logistics operations globally. As a B2B company, procurement management is essential. From a manufacturing perspective, products vary significantly in complexity.
How MES is Shaping the Future of Manufacturing and Boosting Production Efficiency What is a Manufacturing Execution System (MES)? A manufacturing execution system (MES) is a comprehensive, dynamic software system that monitors, tracks, documents, and controls the process of manufacturing goodsfrom raw materials to finished products.
It’s a niche industry, but also one of the cornerstones of discrete parts manufacturing. They’re complex machines assembled from thousands of parts, many purchased from highly specialized manufacturers. In some cases, only one or two companies in the world can produce the components ANCA needs.
Food manufacturers will find new opportunities in the alternative protein market as consumer demand surges for non-meat proteins: insect, plant and algae-based products, and ‘lab meat’ cultivated from animal cells. The demand for alternative proteins has surged in recent years, creating an opportunity for food manufacturers.
Many of the casestudies being presented at today’s conferences were born during the pandemic and the post-pandemic turbulence. One of my insights from doing the industry analysis for the Supply Chains to Admire each year is that smaller and less well-known companies outperform larger and better-known manufacturers.
I am currently working on a couple of casestudies for this blog on how business leaders used digital twin modeling during the pandemic. Advanced planning evolved with a focus on modeling manufacturing constraints. Initially, the output was published to procurement to design strategic buying strategies.
Optimizing spare parts inventory offers significant advantages for organizations, particularly in the manufacturing, maintenance, and repair sectors. Streamlined Lead Times: Improved procurement efficiency potentially resulting in cost savings from optimized shipping arrangements and favorable supplier terms.
Meals on Wheels San Francisco Transforms Supply Chain Management to Serve Up to 30,000 Meals Each Day with OpenEdge-Powered ERP by MyOffice Apps 2020 | CaseStudy Challenge Meals on Wheels America has 5,000 independent programs across the United States, with the program in San Francisco being one of the largest in the nation.
Since January, Canadians’ weekly grocery trips have become a real-time indicator for the potential impacts of tariffs as shoppers have responded to threats with a showcase of buying power, prioritizing nationally sourced and manufactured products even before a single tariff was enacted. goods were “ rapidly dropping.”
The outsourced R&D, in turn, supported outsourced manufacturing with over 50 key suppliers. Boeing is now a casestudy in how not to outsource a supply chain. But if Boeing can’t even manage processes in their factories, how good can they be at managing their partner’s manufacturing processes?
This is the year that AI stops being just a buzzword and begins to evolve into an operational imperative for manufacturers, retail and supply chain companies. Like any engine, it cant run without fuel, and not just any type of energy source is going to cut it. Think of AI as a high-performance engine.
The older tools from CAPS Logistics, SNO from Oracle, and Manugistics Network Planning are giving way to new technologies like the Logictools product (purchased from IBM), the Solvoyo product for concurrent planning, the Quintiq technology for concurrent optimization, and the Llamasoft technology platform for optimization and simulation.
I know that your primary focus is procurement. Or planned orders to purchase orders?) Go to the source. In one of the casestudies, a manufacturer reported that they had 1700 employees with the term “data” in their title, but they lacked insights. ” Anna, this blog post is for you.
“The idea of the value chain is based on the process view of organizations, the idea of seeing a manufacturing (or service) organisation as a system, made up of subsystems each with inputs, transformation processes and outputs. ” Institute for Manufacturing, 2013. __. E2open last week announced the purchase of Serus.
Use cases Following are global casestudies illustrating the benefits of no-touch planning: Global FMCG company automated 80% of its order-to-ship process and reduced the end-to-end processing time by 45%. Companies must focus on developing these skills internally with the help of strategic service providers.
Industrial manufacturing supply chains operate in one of the more complex environments in recent memory. That means that manufacturers need more than incremental improvements to keep their heads above water; they need connected data, real-time decision-making, and digital-first operations. telematics) are changing the game.
Editor’s Note: Microsoft’s Colin Masson, Global Industry Director of Manufacturing Solutions (that's him on the left), sat down with me to discuss how manufacturers optimize their inventories. But that’s not the only shift in manufacturing. It then uses this model to understand the impact of demand forecasting on inventory.
The process brings together all the plans for the business (sales, marketing, development, manufacturing, sourcing, and financial) into one integrated set of plans.” Read the full Melitta casestudy below. Read CaseStudy. Michael Youssef.
The regulation is designed to provide European consumers with extensive data about the provenance of the items they purchase, all the way back to the sourcing of raw materials. Beyond the promotion of ethical sourcing, it’s also about “how we can extend the life of products,” Balaam says.
When QR strategy has become saturated, companies have to find the ways to differentiate themselves, some adopt ERP system, others adopt Just-in-Time manufacturing concept. 5) Keep production in-house : Zara tries to stay away from low-cost country sourcing and make an investment in the in-house manufacturing as much as possible.
In manufacturing-based companies, 70-80% of costs are in the processes of source, make and deliver. While the practices of finance are over 200 years old, in contrast, supply chain as a cross-functional practice (the combination of make, source and deliver) was recently defined in 1982. Is talent a cost or an asset? Talent Gaps.
According to the announcement , this added investment is aimed at strengthening manufacturing capabilities while increasing the use of innovative new parts and materials needed for the future of flight. workers this year, including manufacturing and engineering roles. factories and supporting supply chain ecosystem.
Travin Singh (creator behind Crust Brewing) realised that if he could find bakery partners, he basically had access to a cheap local source of beer making raw materials. Where usually all beer manufactured in Singapore is made using imported raw materials, this model of brewing would completely eliminate that need for beer making imports.
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