Shopify homeware brand
- Challenge: cash tied up in slow‑moving SKUs; frequent stockouts on bestsellers.
- Solution: lightweight demand forecasting + auto‑reorder suggestions in Google Sheets, pulling sales & margins from Shopify/Xero.
- Stack: Python, Shopify API, Xero API, BigQuery/Sheets.
- Timeline & budget: 3 weeks · ~£14k (fixed‑price pilot).
- Outcome: ~18% lower inventory holding, ~12% fewer stockouts within 60 days.