AI Demand Forecasting & Replenishment is a build-to-order Shopify app that ECOSIRE designs, builds, installs into your store, and supports — it is not an instant App Store download. After purchase we scope your catalog, locations and supplier terms, then ship a private app wired into your Shopify Admin.

The app reads your historical orders, fulfillments and current stock through the Admin GraphQL API, then trains a per-SKU model that produces a rolling 12-month demand forecast with explicit seasonality and trend components. From those forecasts it computes dynamic reorder points and safety stock per SKU and per location, respecting your real supplier lead times and minimum order quantities.

When inventory crosses a reorder point, the app auto-generates a draft purchase order grouped by supplier, ready for your buyer to review and approve — no more spreadsheet guesswork. It continuously flags dead stock and overstock so you can mark down or stop reordering before capital is trapped.

It respects Shopify's real architecture: OAuth install, multi-location inventory, inventory_levels/update and orders/create webhooks for near-real-time recalculation, and metafields to store supplier lead times, costs and reorder configuration directly on products and variants.

Because every catalog, supplier setup and replenishment policy differs, we tailor the model and PO logic to your brand rather than forcing a generic template. You get a working app, a walkthrough, and ongoing support and updates from the team that built it. Pricing is a one-time build fee of $499; the deliverable is a functioning, installed app — honest scope, honest timeline, no fabricated guarantees.