Alloy Planning vs SkuFlow
Alloy Planning
alloy.aiSkuFlow
skuflow.aiSide by side
| Figure | Alloy Planning | SkuFlow |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| Plans published | 0 | 0 |
| Spec score · Demand Planning Software | 7.7 (#10) | 6.2 (#39) |
| Forecasting | It uses harmonized retail point-of-sale and channel inventory data to reflect demand shifts down to retailer and SKU level. | SkuFlow generates SKU-location forecasts for purchase and replenishment decisions. |
| Integrations | Alloy.ai lists Snowflake, BigQuery, Databricks, Redshift, and Azure Data Lake as warehouse destinations, plus Tableau, Power BI, Looker, Kinaxis, Anaplan, and SAP IBP as downstream tools. | SkuFlow says it connects with POS, ERP, WMS, eCommerce, procurement, and BI systems, as well as data warehouses. |
| Supply chain visibility | The platform models product movement across manufacturing, warehouses, and retail locations, with visibility across network tiers. | SkuFlow monitors supplier and inbound-flow risk before it affects stores and customers. |
In their own words
Alloy Planning
Alloy Planning is a web-based forecasting and planning platform built for consumer goods brands. It uses retail point-of-sale and channel inventory data to forecast demand down to retailer and SKU-location level, helping teams respond to demand shifts. The platform automatically updates point-of-sale, inventory, and shipment data and flags areas that need attention. Sales and Supply Chain teams can build and track plans together, including consensus demand and inventory plans informed by projections, sales forecasts, promotions, and capacity forecasts. Alloy.ai says its wider data platform combines commerce and inventory information, drawing on integrations for retailers, ecommerce platforms, distributors, 3PLs, and ERPs. It can normalize partner identifiers, units, metrics, calendars, and currencies, and model product movement across manufacturing, warehouses, and retail locations. AI tools include natural-language performance analysis, executive reporting, and preparation of store-level stockout recovery orders for approval. Demand sensing, scenario planning, and hierarchical forecasting are listed. The service runs on the web, and pricing is on request.