AI-Powered Replenishment
Agentic AI that predicts demand at the most granular level, proactively alerts you to stockout risks, and recommends replenishment actions—so you never disappoint a customer with an empty shelf.
Inventory Depletion Forecast
AI Insight: Three products projected to stockout within 14 days. Taking action now captures +$8,780 in additional sales.
See Exactly When Products Will Stock Out
Our AI forecasts inventory depletion for every product, showing you exactly when stockouts will occur if no action is taken. With visibility into the timeline, you can prioritize replenishment based on urgency and sales opportunity—acting before shelves go empty.
- Daily inventory projections based on real-time demand signals
- Clear visibility into when each product will hit stockout threshold
- Quantified sales opportunity for each at-risk product
- Factor in seasonality, promotions, local events, and trends
- Prioritize action based on timeline urgency and business impact
AI Agents That Alert You Before Shelves Go Empty
Traditional inventory systems tell you what happened. Our AI agents tell you what's about to happen. By continuously monitoring inventory levels against predicted demand, agents proactively surface risks days before they become stockouts—giving you time to act.
- 24/7 monitoring of inventory levels against demand forecasts
- Early warning alerts days before projected stockouts
- Prioritization by business impact—focus on what matters most
- Seasonal surge predictions to get ahead of demand spikes
- Real-time notifications when conditions change
Always Watching: AI agents continuously monitor inventory levels and demand patterns to alert you before problems occur.
Inter-Store Inventory Transfer
Network Optimization: AI identifies imbalances across your store network and proposes transfers that maximize availability while minimizing logistics costs.
Redistribute Inventory Across Your Network
Before ordering more from suppliers, look at what you already have. Our AI identifies imbalances across your store network—excess inventory in some locations, stockout risk in others—and proposes transfers that maximize availability while freeing up working capital.
- Identify excess inventory that can prevent stockouts elsewhere
- Factor in transfer costs and logistics constraints
- Free up working capital tied up in slow-moving locations
- Balance service levels across your entire network
- Reduce waste from overstock while improving availability
Know When to Purchase More Inventory
When reallocation isn't enough, our AI generates purchase recommendations that account for supplier lead times, minimum order quantities, and storage capacity. Orders are prioritized by urgency, ensuring critical needs are addressed first while planned replenishment happens efficiently.
- AI-generated purchase orders based on predicted demand
- Factor in supplier lead times to order at the right moment
- Respect minimum order quantities and storage constraints
- Prioritize by urgency—critical orders surface first
- Consolidate orders to optimize logistics and costs
AI-Generated Purchase Recommendations
| Supplier | SKUs | Lead Time | Urgency | Value |
|---|---|---|---|---|
Premium Fabrics Co.AI Recommended | 12 | 2-3 days | Critical | $18,500 |
Knitwear Essentials LtdAI Recommended | 5 | 3-4 days | Critical | $8,200 |
Classic Menswear SupplyPending Review | 8 | 2 days | Standard | $4,800 |
Fashion Basics DistributionApproved | 15 | 5-7 days | Planned | $22,400 |
| Total Order Value | $53,900 | |||
Smart Ordering: AI factors in supplier lead times, minimum order quantities, and storage capacity to recommend optimal purchase timing and quantities.
Why AI-Powered Replenishment Matters
The right inventory in the right place at the right time isn't just about operations—it's about customer trust, working capital, and competitive advantage.
Reduce Lost Sales
Every stockout is a missed sale—and potentially a lost customer. By predicting and preventing stockouts before they happen, you capture revenue that would otherwise walk out the door to a competitor.
Free Up Working Capital
Excess inventory ties up cash that could be invested elsewhere. Smart reallocation and right-sized ordering ensures capital flows to where it's needed, not where it sits on shelves.
Improve Customer Experience
Customers trust stores that have what they need. Reliable availability builds loyalty that translates to repeat visits and higher lifetime value—the foundation of sustainable growth.
How It Works
Connect Your Data
We securely ingest your inventory levels, transaction history, store details, and supplier information—integrating with your existing systems
AI Learns Your Patterns
Our models learn demand patterns at the most granular level—by SKU, store, day—while factoring in seasonality, promotions, and local events
Continuous Monitoring
AI agents monitor inventory levels 24/7, comparing real-time stock against predicted demand to identify emerging risks
Proactive Recommendations
Receive alerts before stockouts occur, with actionable recommendations: reallocate between stores or order from suppliers
Frequently Asked Questions
Never Disappoint a Customer with an Empty Shelf
When customers can't find what they came for, they don't just buy somewhere else—they remember. With Hallon's AI-powered replenishment, you'll predict problems before they happen and keep shelves stocked with what customers want.