

The key to successful Demand Driven retail is leveraging the right data in the right places. Lost Sales data has a lot of leverage that, when ignored, can be your demise; however, those that successfully measure and leverage Lost Sales data will see sales and profit gains. Our Lost Sales blog today outlines how lost sales data can be used to improve inventory optimization and highlights how all the pieces are interconnected. We also dive into the differences between lost opportunity and lost sales, the differences and impacts between the two, and close with some sobering statistics from Lost Sales data collected from the industry.
Our first blog on Lost Sales highlighted the staggering impact of Lost Sales in most businesses today. We outlined some of the methods used to calculate lost sales, and why these methods do not deliver value. Our second Lost Sales blog reviewed how lost sales can add value to demand forecasting and improve the accuracy and value for the service attained calculation.
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Our last blog highlighted the staggering impact of Lost Sales in most businesses. We outlined some of the methods used to calculate lost sales, and why these methods do not deliver value. We touched on in-stock and Service Attained as two measures that in the past were acceptable inventory ROI measures but, in the market place today, these methods are dated and focus retail in the wrong direction.
With the advancement of inexpensive hardware, we can calculate a very accurate demand forecast across any block of products in our assortment and measure the business at any individual (or group of) product / locations. We can easily track available inventory for any product/location at a moment’s notice. This makes calculating lost sales a simple calculation: sum demand for the days where available inventory <=0. Today, we will review how lost sales impact demand forecasting, service attained, and inventory optimization.
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Most companies are totally blind to the amount of lost sales they accumulate each year. Without a Lost Sales measure, a company loses significant opportunities to the competition in the forms of repeat business and gross margin dollars. The real impact of lost sales is often further hidden by the false securities of in-stock reports and service level measures that are based on fill rate.
How often do you review a lost sales report? Do you know how the lost sales are calculated and if they are accurate? Most legacy systems lack a true measure of ‘Lost Sales’ for the many reasons listed above. Many companies miss out due to the age of legacy software (often more than 5 years). The hardware cost to run product/location data even 5 years ago would prevent most companies from buying software that needed mega expensive hardware. Legacy software left out these types of calculations as the customer market that could afford to pay for mainframe hardware was extremely small.
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