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AI in the Retail Industry: Benefits, Case Studies & Examples

ThroughPut

While on one hand, predictive analytics analyzes historical data and market trends for accurate demand forecasting, on the other, customers are being offered personalized experiences based on their preferences, purchase history and behavior. Such detailed analytics also reduce retrieval times for faster order processing.

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L’Oréal: A Case Study in Supply Chain Excellence

Supply Chain Shaman

The award, based on beating the industry peer group on rate of improvement on the key metrics of growth, operating margin, inventory turns, and Return on Invested Capital (ROIC) while outperforming their peer group, is tough to achieve. The orbit chart below illustrates L’Oréal’s performance at the intersection of two metrics.

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Make Room for Leadership to Drive S&OP

Supply Chain Shaman

How aligned do you believe your organization is to drive these metrics? For example, in the research, I found maturity in Cadbury, DuPont, and Gilette processes. One of my favorite case studies was Campbells in 2014. See the World Kitchen case study in the Agility Report. Is your plan feasible?

S&OP 352
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Is Apple Supply Chain Really the No. 1? A Case Study

Supply Chain Opz

Case Studies. A Case Study. Everything about Apple Inc is the talk of the town, for example, the new Ipad, Iphone, Apple Map or even the environmental and labor issues at its suppliers facilities. 1) Apples Supply Chain Model. Is Apple Supply Chain Really the No.

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Uh-Oh! Insights On How P&G Failed And What This Means For You

Supply Chain Shaman

At each company, there is a relationship between the metrics of growth, margin, inventory, customer service, and asset strategy. For the purpose of this article, I will use Return on Invested Capital (ROIC) as the proxy metric to discuss asset utilization.) Understanding this relationship requires modeling. (A A Case Study.

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IT Procurement: How to Purchase IT Products and Services Effectively

Precoro

This process, known as IT procurement, requires comprehensive steps with clear objectives and vendor selection criteria to ensure that technology investments align with business goals and yield a return on investment (ROI). This article encompasses the best practices for planning and executing successful IT procurement strategies.

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Pandemic Lessons For Supply Chain Leaders

Supply Chain Shaman

Next Steps: Start to model demand based on market data to align the organization on baseline demand. Resist the temptation to place deeper analytics on top of existing data models. Instead, rethink the model and the approach. Out of desperation, they turned to the use of descriptive analytics. Next Steps.