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Starbucks Predictive Analytics

How Starbucks Uses Predictive Analytics And Your Loyalty Card Data

Eric Wilson, ACPFMay 29, 2018
In the era of Big Data and growing competition, it's no longer enough that Starbucks baristas know you like a tall skinny vanilla latte. The iconic Seattle coff... Read More...
Advanced AnalyticsAnalytics9 Comments 0
S&OP alignment

Master The Basics Of Cross-Functional Alignment

Marie-Josee SchoemakerMay 23, 2018
Have you ever produced a forecast but weren't told about a last-minute campaign or marketing activity that went on to drive sales far higher than anticipated? I... Read More...
CollaborationOrganizationPeopleProcessS&OP7 Comments 0
Amazon demand planning

Demand Planners’ Guide To Surviving the Amazon Onslaught

Eric Wilson, ACPFMay 21, 2018
The “Amazon effect” has already changed shipping, logistics, employment and consumer behavior, not to mention giving a good kicking to brick-and-mortar stores. ... Read More...
Advanced AnalyticsAnalyticsNew Product ForecastingTechnology0 Comments 0
Demand Planning career path

Career Map For Data, Analytics and Demand Planning Professionals

Eric Wilson, ACPFMay 17, 2018
There are countless roles today in Data, Analytics and Demand Planning and many different ways you can climb the ladder to the top. However, we see four main an... Read More...
Advanced AnalyticsAnalyticsCompetencies/SkillsOrganizationPeopleTalent Management0 Comments 4
S&OP Implementation Data Management

First Day Of S&OP Implementation? Calm Down & Start With Data

Antonio MangioneMay 14, 2018
It's your first day at a new company and you're tasked with implementing S&OP. What's the first thing you do?  The best starting point is to figure where to... Read More...
CollaborationDataS&OP/IBP0 Comments 1
Business forecasting and weather forecasting

Weather Forecasters, We Feel Your Pain

Michael Ford ACPFMay 11, 2018
Demand Planners readily recognize the challenge of creating business forecasts, and perhaps have an appreciation for the thankless job weather forecasters have.... Read More...
Models & Methods0 Comments 1
Dollarize forecast accuracy

The Huge Benefit Of Dollarizing Your Forecast Accuracy

Mariusz LesiewiczMay 7, 2018
Imagine you’re in the middle of the monthly S&OP meeting, and you’ve come to the point on the agenda that says: “review forecast accuracy KPIs”. You can alr... Read More...
AnalyticsKPIs/Metrics2 Comments 1
10 rules to improve demand forecasting

Ask Yourself These 10 Questions To Improve Your Forecasts

Tanya LoskutovaMay 3, 2018
It is essential to continuously revisit and modernize your demand forecasting processes so they adapt to current market realities. This article outlines the bas... Read More...
Models & Methods0 Comments 1
S&OP implementation

S&OP Implementation For Beginners

Antonio MangioneApril 30, 2018
One of my favorite authors in this world we call S&OP is Tom Wallace, who co-wrote "Sales & Operations Planning, The How-to Handbook”. It’s one of the d... Read More...
CollaborationS&OPS&OP/IBP1 Comment 1
Sales In Demand Planning

Give Sales What They Need If You Want Their Insight

Daniel FitzpatrickApril 27, 2018
Salespeople are key players in an effective demand planning process. They can provide timely input on their customer's plans and issues from the front line. The... Read More...
Collaboration0 Comments 1
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