How a Lifestyle Retailer Eliminated Stockouts with Intelligent Replenishment Forecasting

This anonymized multi-brand lifestyle retailer manages over 12,000 SKUs across categories with strong seasonal patterns: outdoor gear peaks in spring, gift sets surge in Q4, and core basics hold steady year-round. They sell on their own Shopify store, Amazon, and two niche marketplaces. With a small purchasing team of two people, every hour spent on manual procurement was an hour not spent growing the business.

The Challenge

The purchasing process was entirely manual. Every week, the buyer opened a massive Excel file, cross-referenced current stock levels with sales from the last 30 days, and tried to guess what would sell next month. The fixed minimum quantities in the spreadsheet never changed — summer bestsellers used the same reorder point as winter. The result was predictable: 15-20 stockouts per month on top sellers during peak periods, while slow movers accumulated. The buyer described it simply: 'We do purchasing by hand. It's truly time-consuming.' Seasonal shifts were the worst — by the time the team noticed a summer item was surging, the supplier lead time meant they were already out of stock for the peak selling weeks.

The Solution

myFulfillment replaced the manual spreadsheets with an intelligent replenishment engine that continuously analyzes sales velocity and generates purchasing recommendations.

The forecasting algorithm weighs recent sales trends against the same period last year, automatically adjusting reorder points for seasonal shifts. No manual minimum updates needed.

The Results

The 2-day weekly purchasing routine was reduced to a 30-minute review session. Stockouts on top sellers dropped from 15-20 per month to zero within the first quarter. Seasonal transitions became smooth — the system detected rising trends weeks before the buyer would have noticed manually. Overstocking on slow movers was brought under control because the algorithm naturally reduced reorder quantities when sales velocity declined. The purchasing team shifted from reactive firefighting to strategic supplier negotiation, securing better terms with the time they reclaimed.