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Fresh Demand Planning: How AI Empowers Retailers

Logistics Viewpoints

There are various use cases of AI/ML for fresh demand planning of products, from producers to large grocery chains and even small delis in suburban Pennsylvania. In this blog, I will discuss the use of AI/ML demand planning for fresh products to help maximize sales and reduce waste.

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Demand Planning Software – Top 3 Demand Forecasting Mistakes to Avoid

Logility

Top 3 Demand Forecasting Mistakes —How To Avoid Them with Demand planning software Demand forecasting is a critical facet of successful business operations, acting as the helm guiding companies through the rocks hiding beneath the water of market demands. What is Demand Forecasting?

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Demand Planning: Differentiated Forecast Strategy

Arkieva

Some time ago, I had been trying to help a business improve its statistical forecasting. We tried different parameters and different forecasting algorithms but the statistical forecast for about half of the products could not be improved no matter what we tried. We decided to do a deep dive to understand the reason.

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What are the Differences Between Demand Planning and Demand Forecasting?

ThroughPut

In supply chain management, accurately distinguishing between demand planning and demand forecasting is essential yet challenging. The consequences of conflating demand planning with demand forecasting are significant, impacting inventory management, customer satisfaction, and financial health.

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Overcoming the Accuracy vs Agility Trade-Off in Demand Planning & Forecasting

Agility and accuracy don’t necessarily need to be at logger heads. In-fact, anticipatory agility enabled by AI and Machine Learning can move the accuracy frontier forward in terms of validity and consistency driving significant business value.

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With ToolsGroup Demand Planning Software, DAB Pumps Streamlines Forecasting Processes for an Improved Customer Experience

ToolsGroup

We knew we could maintain and raise this level of service, limit waste, and improve profitability by adopting a solution that applies this innovative drive to our planning processes, streamlines collaboration, and increases forecast accuracy.” What makes ToolsGroup’s forecasting approach the most accurate?

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Demand Planning: Whipped And Chained by Tradition

Supply Chain Shaman

Given your expertise, I’d love to hear what alternatives you recommend for better demand forecasting and real-time visibility beyond what’s commonly adopted today.” Over the last two years, I actively engaged technologists and business leaders to redefine demand planning. Should companies care? I think so.

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Next-Gen AI-Based Demand Planning: Turn Your Insights Into Accuracy in 1 Day

Artificial intelligence designed for demand planning brings the following benefits: Immediate forecast error reduction of 15-40%: this drives optimal service & stock levels. The planner gets insight into the drivers of demand: what is the impact of seasonality, price changes, or promotions?

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The 4 Keys to Demand Planning in 2023 and Beyond

Speaker: Eva Dawkins - Senior Consultant, Supply Chain

However, to pull this off, companies must first establish crucial supporting people processes - in particular, planning processes. Join us for this exclusive webinar with Eva Dawkins as she dives into research behind demand planning and forecasting for supply chain success.