Fashion Retailer Cuts Unsold Inventory by 25.6% with AI-optimized Clearance Pricing

Forecast-driven Markdowns

AI-powered markdown engine driven by sell-through forecasts.

Real-time Data Integration

Live integration with Shopify and weather data sources.

Pricing Visibility & Control

Power BI dashboards for pricing visibility and control.

Faster Inventory Liquidation

Improved cash flow through faster inventory liquidation.

A regional fashion brand struggled with slow inventory turnover and steep margin losses from last-minute markdowns. TechWish implemented an AI-powered clearance pricing engine that dynamically adjusted discounts using live sell-through rates, weather trends, and demand signals. The solution transformed markdown planning, reduced unsold stock, and boosted realized prices—giving store teams smarter tools to act early and recover margins across high-volume categories like outerwear and seasonal accessories.