Retail Demand Forecasting & Inventory Optimization
Reduce stockouts and overstock with forecasting you can trust
Ship demand forecasting for retail and inventory optimization workflows that planners actually use. Get dashboards for stockout risk, replenishment, and forecast accuracy—with automation guardrails and human approvals where needed.
Why This Matters
Inventory problems are usually workflow problems: forecasts aren’t trusted, planning is manual, and exceptions aren’t surfaced early. We build forecasting and replenishment systems that integrate with your data and drive decisions with explainability.
You get operational dashboards (forecast accuracy, stockout risk, overstock exposure) and automation loops (recommended orders, safety stock, alerts) that reduce wasted spend and prevent lost revenue.
Key Benefits & Outcomes
Reduce stockouts with early risk signals and replenishment recommendations.
Cut overstock and improve cash flow with better demand planning.
Dashboards for forecast accuracy and inventory health by SKU/location.
Automation with guardrails and approvals for operational safety.
Built For
Ops, Planning, and Supply Chain leaders who need better decisions without “black box” risk.
“Fewer stockouts. Less dead inventory. Better cash flow.”
What We Build
Demand Forecasting
Forecasts that adapt to seasonality, promos, and product launches with clear accuracy reporting.
Replenishment Automation
Suggested orders, safety stock, and exception handling with human-in-the-loop approvals.
Inventory Dashboards
Stockout/overstock risk dashboards that drive action across teams.
How We Deliver
Baseline → integrate → pilot → scale. Measurable inventory improvements, fast.
Assessment
Baseline stockout/overstock, forecast error, and planning workflows.
Data Integration
Connect ERP/WMS, sales, promos, and supply constraints.
Pilot Automation
Ship alerts + recommended actions; validate with planners.
Scale & Support
Expand coverage and monitor weekly as inventory shifts.
Ready to reduce stockouts and excess inventory?
Book a Retail Growth Audit and get a 90-day plan.