Alloy.ai
AI supply chain analytics platform giving brands real-time visibility into sell-through, inventory, and demand signals.
What it does
Alloy.ai is an AI supply chain analytics platform that aggregates point-of-sale and inventory data from retail partners and distribution channels into a unified demand signal - giving consumer brands visibility into what is actually selling at the shelf rather than relying on lagging distributor reports. Its AI capabilities include demand forecasting from real-time POS signals, inventory health alerts that identify out-of-stock and excess inventory situations by location, and scenario modeling for promotional and new product launch impact. Alloy.ai solves the 'channel blindness' problem for brands selling through third-party retail - the days-long lag in standard distributor reporting is replaced with near-real-time sell-through data that drives more accurate production and replenishment planning.
Why AI-NATIVE
Alloy.ai is AI-native in its demand sensing architecture - aggregating real-time POS signals across thousands of retail locations and applying AI forecasting to convert sell-through data into production and replenishment decisions is its core capability.
Best for
Mid-market consumer brands selling through retail use Alloy.ai to finally see what is happening at the shelf - AI demand signals replacing distributor reports that arrive days or weeks late.
Large consumer goods companies use Alloy.ai for supply chain visibility across global retail channels - AI forecasting from real-time POS data improving forecast accuracy and reducing excess inventory.
Limitations
Alloy.ai's value depends on accessing POS data from retail partners — brands without data sharing agreements with their distribution channels cannot leverage the platform's real-time visibility advantage.
Alloy.ai is built for brands selling physical products through retail channels — service businesses, B2B companies, or brands that sell exclusively direct-to-consumer have limited use cases.
Connecting to retail partner POS systems and distribution data sources requires technical integration work upfront — organizations should expect weeks to months before full data coverage is operational.
Alternatives by segment
| If you need… | Consider instead |
|---|---|
| Retail supply chain planning platform | Blue Yonder Luminate |
| Real-time supply chain control tower | project44 |
| FP&A with supply chain integration | Anaplan |
Alloy.ai pricing is not published. Mid-market contracts based on number of SKUs, retail channels, and locations tracked. Enterprise contracts negotiated. Annual SaaS contracts.
