From Inventory Crisis to $30M in Additional Sales

How a safety products distributor transformed demand management, improved customer service, and dramatically increased inventory performance.

The Business Challenge

A safety products distributor was struggling with excessive inventory and poor customer service. Despite investing in an expensive forecasting system, inventory turns remained below one and order fill rates were less than 65%.

Customers were increasingly frustrated by unexpected stockouts. One major customer experienced a production-line shutdown costing more than $100,000 per day.

The apparent problem was inaccurate forecasting. But improving forecasting alone would not address the underlying issue: the company did not understand what actually drove customer demand.

What We Discovered

Interviews with the company's 20 largest customers revealed two primary demand drivers: new operations, such as facility openings and additional shifts; and product replacement, driven by working conditions and predictable wear cycles.

Demand was not nearly as unpredictable as historical order patterns suggested.

How We Changed the Operating Model

Rather than relying exclusively on historical sales data, the approach connected demand planning directly to customers' operating activities.

Proposed changes included using customer hiring and expansion plans to anticipate new demand, monitoring product wear to anticipate replacement requirements, and recommending longer-lasting products where appropriate.

This shifted the relationship from reacting to orders toward proactively helping customers manage their safety equipment needs.

Business Results

All 20 customers endorsed the proposal and provided opportunities to compete for business previously awarded to competitors. Within three months of the initial engagement, the company generated $30 million in additional sales.

As new processes were implemented, inventory turns increased to 7.3 and order fill rates reached 98.8%. The company gained three to six months' advance visibility into demand for new operations and three to five years for replacement needs.

Why It Matters

The company's initial assumption was that it needed better forecasting technology. The larger opportunity was to change how demand was understood and managed.

By aligning customer interactions, sales, planning, and inventory management around the drivers of demand, the business achieved results that forecasting improvements alone could not deliver.

The lesson: Better business outcomes often require changing how the business operates—not simply improving the tools used to operate it.