Services / Inventory Management
Keep the right stock, in the right place, at the right time.
AI agents forecast demand, flag inventory risks, and surface restocking recommendations so your Brand Manager can act before stockouts kill rank and excess inventory traps cash.
Free Listing Audit
No Stockouts, No Surprises
AI agents forecast demand and flag restock windows before you lose rank or sales velocity.
Profit-First Recommendations
Every recommendation is built around profitability, not just demand. Storage fees, sell-through rate and inventory risk all factored in.
Real-Time Inventory Tracking
FBA levels, restock limits, shipment statuses and stranded inventory monitored 24/7. Issues flagged to your Brand Manager the moment they appear.
See what Lumian sees
Paste any ASIN. Our AI audits your listing in real time. No sign up required.
Titles, bullets, images, backend search terms, A9 indexing, Cosmo readiness, and Rufus optimization.
capabilities
Full scope of what Inventory Management covers.
AI-powered demand forecasting, margin-aware stocking policies, and continuous monitoring.
Your Forecasting
/
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.
Mathematical Model
Done
Category
Seasonality
Promotional Factors
Manual Enhancements
Ahoy Matey
United States
Functional Forecast
ready to execute
Your Stocking Strategy
/
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.
Stock
Done
#SKU 1231
Overstock
#SKU 1231
6 days left
#SKU 1231
Safe
Cash Flow
Your Shipments & Monitoring
/
Shipment Coordination & Monitoring
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.
Units
#SKU 1231
Approved
#SKU 1231
Approved
Shipment
Reached
Inbound Tracking
Done
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
How inventory management runs at Lumian.
AI agents generate forecasts and monitor inventory health.
Best-fit demand forecasts generated per SKU. Forecast accuracy, stock levels, inventory age, and stockout risk monitored continuously.
01 — AI Layer
AI Agent
AI Agent
Lumian’s AI Agents
01 - AI Layer
02 - Specialist team
03 - Brand Manager
04 - Client
The onboarding journey
Amazon, finally off your plate.
Common questions
Everything you want to know before the call.
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?
AI Agent
Your Amazon business, fully managed.
Brand ManAger
Expert Team
Services / Inventory Management
Keep the right stock, in the right place, at the right time.
AI agents forecast demand, flag inventory risks, and surface restocking recommendations so your Brand Manager can act before stockouts kill rank and excess inventory traps cash.
Free Listing Audit
No Stockouts, No Surprises
AI agents forecast demand and flag restock windows before you lose rank or sales velocity.
Profit-First Recommendations
Every recommendation is built around profitability, not just demand. Storage fees, sell-through rate and inventory risk all factored in.
Real-Time Inventory Tracking
FBA levels, restock limits, shipment statuses and stranded inventory monitored 24/7. Issues flagged to your Brand Manager the moment they appear.
See what Lumian sees
Paste any ASIN. Our AI audits your listing in real time. No sign up required.
Titles, bullets, images, backend search terms, A9 indexing, Cosmo readiness, and Rufus optimization.
capabilities
Full scope of what Inventory Management covers.
AI-powered demand forecasting, margin-aware stocking policies, and continuous monitoring.
Your Forecasting
/
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.
Mathematical Model
Done
Category
Seasonality
Promotional Factors
Manual Enhancements
Ahoy Matey
United States
Functional Forecast
ready to execute
Your Stocking Strategy
/
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.
Stock
Done
#SKU 1231
Overstock
#SKU 1231
6 days left
#SKU 1231
Safe
Cash Flow
Your Shipments & Monitoring
/
Shipment Coordination & Monitoring
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.
Units
#SKU 1231
Approved
#SKU 1231
Approved
Shipment
Reached
Inbound Tracking
Done
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
How inventory management runs at Lumian.
AI agents generate forecasts and monitor inventory health.
Best-fit demand forecasts generated per SKU. Forecast accuracy, stock levels, inventory age, and stockout risk monitored continuously.
01 — AI Layer
AI Agent
AI Agent
Lumian’s AI Agents
01 - AI Layer
02 - Specialist team
03 - Brand Manager
04 - Client
The onboarding journey
Amazon, finally off your plate.
Common questions
Everything you want to know before the call.
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?
AI Agent
Your Amazon business, fully managed.
Brand ManAger
Expert Team
Services / Inventory Management
Keep the right stock, in the right place, at the right time.
AI agents forecast demand, flag inventory risks, and surface restocking recommendations so your Brand Manager can act before stockouts kill rank and excess inventory traps cash.
Free Listing Audit
No Stockouts, No Surprises
AI agents forecast demand and flag restock windows before you lose rank or sales velocity.
Profit-First Recommendations
Every recommendation is built around profitability, not just demand. Storage fees, sell-through rate and inventory risk all factored in.
Real-Time Inventory Tracking
FBA levels, restock limits, shipment statuses and stranded inventory monitored 24/7. Issues flagged to your Brand Manager the moment they appear.
See what Lumian sees
Paste any ASIN. Our AI audits your listing in real time. No sign up required.
Titles, bullets, images, backend search terms, A9 indexing, Cosmo readiness, and Rufus optimization.
capabilities
Full scope of what Inventory Management covers.
AI-powered demand forecasting, margin-aware stocking policies, and continuous monitoring.
Your Forecasting
/
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.
Mathematical Model
Done
Category
Seasonality
Promotional Factors
Manual Enhancements
Ahoy Matey
United States
Functional Forecast
ready to execute
Your Stocking Strategy
/
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.
Stock
Done
#SKU 1231
Overstock
#SKU 1231
6 days left
#SKU 1231
Safe
Cash Flow
Your Shipments & Monitoring
/
Shipment Coordination
& Monitoring
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.
Units
#SKU 1231
Approved
#SKU 1231
Approved
Shipment
Reached
Inbound Tracking
Done
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.
Common questions
Everything you want to know before the call.
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?
AI Agent
Your Amazon business, fully managed.
Brand ManAger
Expert Team