article thumbnail

Outside-in Process Q&A

Supply Chain Shaman

Can you describe the outside-in model? Based on the work with Georgia Tech, we are getting clear on which metrics matter by industry. As companies adopt a balanced scorecard, the functional metrics shift to a focus on reliability. Based on market conditions, the meat packer will shift to optimize the demand opportunity.

Modeling 206
article thumbnail

Supply Chain Normalcy? Think Again.

Supply Chain Shaman

For organizations layered in functional metrics and driving a cost agenda, this is a tough nut to crack. During the pandemic, companies struggled with planning systems turning off the optimizers, and using the technology as a system of record. Steps to Take Here are three steps to take: Adaptive Modeling. Higher variability.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Dispelling Untruths: 10 Generative AI Myths

Logility

During this time, the same AI tools that underwrite new technologies have been key in improving efficiency and optimizing all areas of logistics and supply chain processes including forecasting, supply planning, inventory management, manufacturing, network optimization, and more. trillion parameters.

article thumbnail

Breaking Boundaries: Exploring Generative AI’s Impact on Supply Chains

The Logistics & Supply Chain Management Society

With its ability to derive insights from vast amounts of data and derive insights, generative AI has emerged as a valuable tool to optimize supply chain operations. AI models have grown tenfold, representing a step-change in AI capabilities, creating new use cases across the supply chain. Generative AI is all about scale.

article thumbnail

Analysts Support a Single Model for Sales and Operations Planning

ToolsGroup

A new report from Nucleus Research, Value Drivers of Single Model S&OP , concludes that the historical disconnect between planning and execution in S&OP is best bridged by a single unified data model that allows companies to continuously synchronize their strategic, tactical and execution plans.

Modeling 179
article thumbnail

Using Advanced Analytics to Improve Your Sourcing Outcomes

EC Sourcing Group

These diagnostic analyses help businesses predict market trends, optimize global supply chains, to make quicker, strategic decisions to pursue financial opportunities. Analytic techniques include data mining, eSourcing software , semantic analysis, complex event processing, predictive modeling, and other business data examinations.

article thumbnail

Optimize Demand Planning with AI: Plan Product Mix & Sales Forecasts Effectively

ThroughPut

However, these models have tremendously faltered, when they have not altogether failed because of superior intelligence. Delayed delivery of performance metrics and consumer behavior sets off a chain reaction of excess, wastage, and loss of profits. Excess inventories lead to excess wastage.