Inventory Optimization Software Built on Statistical Segmentation, Not Guesswork

Inventory optimization software determines the right amount of stock to hold — and where to hold it — so a business meets service-level targets at the lowest total cost. TranslytiX starts from statistical segmentation: every SKU is classified by demand volume, variability (coefficient of variation), peakedness, skewness, and zero-demand frequency into one of six categories, each with its own safety-stock formula. Multi-Echelon Inventory Optimization (MEIO) then sets safety stock and Days-of-Supply targets across the whole network — plant, hub, and depot — simultaneously rather than node by node. Company-reported results include 5–10% inventory reduction with improved OTIF service levels, validated across footwear, FMCG, FMCD, industrial, chemicals, and B2B engineering manufacturers.

Multi-echelon inventory optimization sets safety stock and inventory targets across every stage of the network — plants, central warehouses (hubs), regional depots, and distributors — at the same time, instead of optimizing each location independently. TranslytiX’s MEIO engine is OR-based: it calculates safety stock and Days-of-Supply targets per SKU at every node simultaneously, generating system recommendations that planners can review and override. Because it treats the network as one system rather than isolated warehouses, it avoids the duplicated safety stock that single-echelon planning creates at every node "just in case."

TranslytiX classifies every SKU into one of six categories using statistical thresholds on demand volume, coefficient of variation, peakedness, and skewness: Stable & High Movers, Predictable Medium Movers, Strategic High-Value SKUs, Event-Driven Lumpy SKUs, Obsolete/Dormant SKUs, and a Moderate/Manual-Review bucket for items with no strong pattern. Each category has a distinct safety-stock formula — for example, high movers use a lead-time-scaled average demand calculation, while event-driven SKUs use a service-level z-score applied to demand variability. This means a fast-moving, stable product and a spiky, event-driven product are never governed by the same blanket rule.

Inventory Prebuild is a TranslytiX module that identifies SKUs needing early stock build-up ahead of seasonal peaks or planned campaigns. It profiles forecasted demand to flag high-growth or campaign-critical items, prioritizes them by lead time, capacity, and risk, and generates a plant/product-wise build calendar with recommended quantities and start dates. Readiness is tracked against the sales calendar with alerting dashboards, and once confirmed, the prebuild plan locks and flows directly into production and supply planning. Reported benefits include fewer stockouts during peak events, better S&OP alignment, and fewer emergency production runs or airfreight costs.