Experience with AI-assisted tools (e.g., Claude, Excel Copilot, BI-native AI features, Snowflake Intelligence) to automate analysis and reduce manual effort; familiarity with prompt engineering and connecting AI tools to live data sources such as data warehouses or ERP is highly valued. Set inventory strategy for fine jewelry assortments, including diamond, gemstone, and precious metal commodities, establishing the parameters (weeks of supply, safety stock, reorder points) that balance service levels against inventory productivity.