This is a build-to-order Magento 2 / Adobe Commerce extension — ECOSIRE custom-builds it for your catalog and MSI source structure, installs it on your staging then production environment, and supports it afterward. It is not an instant Adobe Commerce Marketplace download.

The extension replaces static "reorder when below X" rules with an AI demand model. A scheduled forecasting job (Magento cron group) reads historical sales_order_item data per SKU and per MSI inventory source / outlet, builds a per-SKU demand curve, and accounts for seasonality, trend, and promotion periods (catalog/cart price rules) so peaks and dips are modeled rather than averaged away. From each forecast it computes a dynamic reorder point, safety stock, and lead-time buffer, then emits replenishment and inter-store transfer suggestions.

Architecturally it ships as a proper module under app/code/Ecosire/DemandForecast with di.xml wiring, service contracts (PHP interfaces under Api/), repositories, and clean separation of the forecasting engine from Magento. New admin grids and a forecast dashboard sit behind dedicated ACL resources; plugins/interceptors and observers hook stock and order events to keep signals fresh. Data is exposed over both REST and GraphQL so your ERP, BI, or purchasing tools can pull forecasts and push back actuals. Works on Magento Open Source and Adobe Commerce, single-store or multi-store with MSI multi-source inventory.

ECOSIRE scopes the model to your real sales history, confirms forecast accuracy against a holdout period, installs via setup:upgrade / setup:di:compile, and hands over admin training plus documentation. Because it's built for your data, the alerting thresholds, lead times, and supplier mapping match how you actually buy.