Benefits
The Stock Replenishment AI Agent continuously monitors store inventory, detects emerging stockouts, and calculates the ideal replenishment quantity from available warehouse stock. It keeps shelves full, prevents revenue loss, and improves the flow of goods across your supply chain. By using real-time data instead of manual checks, teams get faster insights and more accurate restocking recommendations.
Problem addressed
Traditional stock replenishment is often reactive and inconsistent. Manual reviews delay restocking decisions, cause store outages, and leave warehouses overstocked. These inefficiencies drive up costs, frustrate customers, and lead to significant sales loss. The Stock Replenishment AI Agent eliminates guesswork by analyzing store-SKU availability in real time and recommending precise transfer quantities that prevent shortages without draining warehouse supply.
What the agent does
- Detects critical stockouts by calculating the Stock Out Percentage for every store-SKU combination
- Matches store need with warehouse availability so replenishment only draws from inventory that can support it
- Recommends optimal replenishment quantities based on current demand patterns and warehouse stock levels
The agent acts as an automated replenishment analyst that continuously evaluates supply gaps and proposes smart, actionable restocking moves.
Standout features
- Threshold-based triggers to flag urgent inventory gaps
- Warehouse-aware logic that prevents accidental overdraw
- A replenishment dashboard built in App Studio with real-time alerts and recommended actions
Who this agent is for
This agent is designed for teams who want to:
- Reduce costly stockouts across high-velocity products
- Improve replenishment accuracy using real-time store and warehouse data
- Lower manual workload for supply chain analysts
- Maintain ideal shelf availability while managing warehouse constraints
- Automate replenishment decisions at scale
Ideal for: retail operations teams, supply chain managers, inventory planners, warehouse managers, merchandising teams, and any company with multi-location store footprints.
