Stockout Prediction + Oracle + Grocery Retail: Built for VP Supply Chain

Ward detects SKUs trending toward zero-on-hand and alerts your team with replenishment recommendations before customers notice. For Grocery retail specifically, Ward monitors 30,000+ SKUs across your stores and delivers automated insight cards with root cause analysis and recommended actions.

Ward tracks Fill rate, Shrinkage %, Fresh waste %, Promo lift, Basket size at the store-category level. Ward analyzes sell-through velocity, current inventory levels, lead times, and supplier reliability to predict stockouts 24-72 hours before they occur.

Ward reads from Oracle Retail via REST APIs or direct database views. Compatible with Oracle Cloud and on-premise deployments. Data points include: Sales audit, Inventory positions, Allocation, Replenishment, Demand forecasts, Price management.

Yes. Ward reads Oracle data and combines it with contextual signals (weather, events, demographics) to generate Grocery-specific insight cards. No custom development required.

You find out about stockouts after customers do. Ward solves this with automated insight cards: Stockout prediction cards arrive 24-72 hours before empty shelves. Supplier fill rate tracking with automatic escalation. Dynamic safety stock recommendations based on current demand signals.

Ward delivers daily insight cards covering Fill rate, Shrinkage %, Fresh waste % — tailored for Supply Chain decision-making. Each card includes what changed, why it matters, and what to do next.

Critical metrics: sell-through velocity by daypart, DC-to-store lead time variance, supplier OTIF rates, and substitution elasticity. Ward tracks all four because a replenishment overreaction creates waste that compounds the original stockout cost.

Ward detects organic whole milk selling well above forecast across 23 Northeast stores as a heat wave spikes smoothie demand. Current DC allocation will leave 14 stores empty by Saturday. Ward issues a stockout prediction card Thursday afternoon with a recommended emergency PO and store-level reallocation plan, and the buying team acts before the weekend rush.

First insight cards arrive within 48 hours of data connection. Ward needs approximately 2 weeks to establish robust baselines for your specific operation.

No. Ward sits on top of your existing stack. It is the proactive intelligence layer that watches your data continuously and delivers insight cards — so your team acts on findings instead of hunting for them.