capabilities
Full scope of what Inventory Management covers.
AI-powered demand forecasting, margin-aware stocking policies, and continuous monitoring.
Your Forecasting
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Demand Modeling
Demand Forecasting: AI agents generate best-fit forecasts using your sales history, category trends, seasonality, and promotional activity.
Strategic Inputs: Your Brand Manager feeds in advertising plans, upcoming launches, and pricing changes not yet reflected in the data.
Manual Refinement: Demand planners review and finalize forecasts, adjusting for supplier lead times, market shifts, and business context the model can't see.
Your Stocking Strategy
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Stocking Policies
Stocking Policies: Every SKU gets its own stocking policy balancing in-stock rates against cash trapped in excess inventory.
Lead Time Configuration: Safety stock levels, reorder frequency, and supplier lead times set individually for each product.
Profitability-First Recommendations: Every recommendation factors in storage fees, sell-through rate, aged inventory risk, IPI score, and current restock limits.
Your Shipments & Monitoring
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Client-Approved Replenishment: Recommended units presented for your approval before anything ships.
Shipment Execution: Manifests and labels delivered to your inbox. Inbound shipments tracked and reconciled.
Continuous Monitoring: FBA levels, inventory age, IPI score, and forecast accuracy tracked in real time. Stranded inventory, shipment discrepancies, and receiving errors flagged and resolved.
How Inventory Management runs at Lumian.
AI agents forecast. Demand planners refine. Your Brand Manager approves. You stay in stock.
Book a Strategy Call
ALWAYS ON AI
Monitoring
Forecast accuracy, stock levels, IPI score, inventory age, and stockout risk tracked continuously.
WEEKLY
Inventory Review
Stock positions, at-risk ASINs, and upcoming restock windows reviewed by demand planners.
Marcus Liu
Content Specialist
ON DEMAND
Shipment Coordination
Units recommended, approved, shipped, and reconciled.
MONTHLY
Forecast Review
Model accuracy assessed, demand forecasts adjusted, stocking policies updated.
Marc Raymonds
Brand Manger
QUARTERLY
Strategy Alignment
Seasonal planning, promotion-inventory sync, and cash flow targets reviewed with your Brand Manager.
AI Agent
The onboarding journey
Amazon, finally off your plate.
How does Lumian forecast demand differently from a spreadsheet?
AI generates best-fit statistical forecasts using your sales history, marketplace data, seasonality, and category trends. Demand planners then adjust for supplier lead times, market shifts, and business context the model can't see. Your Brand Manager feeds in advertising plans, upcoming launches, and pricing changes so forecasts include strategy and historical data.
What happens when a stockout risk is detected?
How do you handle inventory for Prime Day, Black Friday, and other peak events?
Can we control how much cash is tied up in inventory?
Do we approve shipments before they go out?
Does this work for both Seller Central and Vendor Central?
