Organizations that systematically measure their operations can identify errors, eliminate inefficiencies, and build stronger performance models. When a company reaches a certain scale and ensures that every process is measurable, mathematical and statistical analysis becomes a powerful diagnostic tool.
If business metrics are measurable, outliers and deviations from expected standards help reveal operational weaknesses—much like how a search engine predicts user intent and autocorrects input. However, analytics alone are not enough; human interpretation remains essential.
One practical method is the “80 percent rule.” When analyzing any function, list all results, calculate the average, remove the top 80 percent that align with expected values, and focus on the remaining 20 percent. Problems almost always reside in this minority.
For example, if receivables turnover is too slow, and you have 1,000 customers with an average collection period of 120 days, sort all accounts from best to worst. Remove the top 80 percent. If the best-performing majority averages 90 days, why can’t the remaining group achieve the same? This method applies equally to inventory, production costs, franchise royalties, branch performance, or dealer networks. Of course, context matters, and data must always be interpreted—not followed blindly.
A disciplined reporting system enables organizations to detect systemic issues and develop solutions across all departments. CRM systems are vital because they track interactions and reveal patterns that human memory cannot. Customer satisfaction surveys, competitor comparisons, and digital analytics all serve as benchmarking tools to identify gaps and refine processes.
In one case, a company faced declining sales despite having thousands of products and dozens of trademarks. The leadership team had no clear visibility on how many quotations were issued, how many converted into sales, or why others were lost. Quotations were filed away, followed once or twice, and then forgotten. No CRM system existed.
We first logged every quotation in a spreadsheet, then monitored them closely. We tracked reasons for wins and losses. Within weeks, we discovered that the conversion rate was around 5 percent and that 80 percent of lost deals were attributed to high pricing. This suggested one of two issues: margins were too high, or the company was offering higher-quality products than the market required.
We recalibrated margins based on product category, adjusted pricing authority between departments, and required sales teams to submit structured forms before asking for procurement support. Acquisition costs dropped, sales doubled, and unnecessary overtime in sales and procurement disappeared. Measurement worked.
Another example involved tire distribution. Significant currency fluctuations had raised replacement costs, but market prices had not yet adjusted due to weak demand. Some product sizes were selling out below market value, while others were priced excessively high and barely moving. Proper segmentation and competitive benchmarking revealed misaligned pricing. After structured adjustments—including selective price increases, targeted discounts, and supplier negotiations—the company achieved growth without losing volume, while simultaneously reducing costs.
Benchmarking reveals one essential truth:
Sales prices are determined by the market, not by cost. Cost must adapt to market realities—not the other way around.
That article came from the experiments we have conducted over the years.
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