StockSilk

StockSilk is a web app (with optional mobile companion) for luxury ready-to-wear brands to prevent overselling and reduce costly returns by improving size-level inventory accuracy across channels. It connects Shopify/CommerceTools + ERP/WMS feeds and adds a lightweight “truth layer” that flags risky SKUs (low stock, high return-rate sizes, split shipments, store-to-online allocations) before customers can buy. The AI component predicts near-term sell-through and return probability by size/color based on historical orders, customer region, and fulfillment path, then recommends safer allocations and “holdback” thresholds for high-risk items. This is not glamorous: it’s ops software that saves money. MVP focuses on one brand, one storefront, and a small set of reports/alerts. If you can’t integrate cleanly with the brand’s inventory sources, the product is dead—so integration reliability is the core value.