Olabi Sutras
Predictive Analytics for Modern Retail Inventory Planning
Retail inventory planning has become significantly more difficult over the last few years. Consumer demand shifts faster. Fashion trends change rapidly. Seasonal buying behavior has become less predictable. And omnichannel retail has added an entirely new layer of operational complexity. Traditional inventory planning models were built for a slower retail environment. Retailers relied heavily on historical sales reports, seasonal buying assumptions, and manual forecasting cycles to make inventory decisions months in advance. That approach is becoming increasingly unreliable. Fashion and lifestyle retail now move much faster than traditional planning cycles can handle. A product category can suddenly accelerate because of [...]
Seasonal Inventory Planning Strategies for Fashion Retailers
“Fashion Retailers Don’t Lose Money at the End of the Season. They Lose It Months Earlier.” Most retailers think markdowns kill profitability. They’re wrong. The damage usually starts during preseason buying decisions. Wrong quantities. Poor allocation. Weak forecasting. Delayed replenishment. Inventory trapped in the wrong stores. Fashion trends shifting faster than planning cycles. By the time end-of-season discounts begin, the problem already exists. In fashion retail, seasonal inventory planning is not just an operational process. It directly impacts margins, sell-through, customer experience, working capital, and growth. And yet, many retailers still treat it like a spreadsheet exercise. Why Seasonal [...]
