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AI-Driven Smart Reordering

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Bestseller & top-seller replenishment
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NOOS (never-out-of-stock) reordering
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SKU × store-level reorder quantities
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Demand-sensing, in-season reorders

Discover Our Reordering Solution in Action

View More Case Studies
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One of the leading French menswear brands Celio has relied on Increff Merchandising Software to manage complexity and enable accurate merchandise planning, replenishment, and inter-store transfer. Our algorithmic-driven software helped the brand to create a connected, consistent, consumer-centric retail network thus effectively managing localization, seasonality, fashion trends, and other demand complexities and achieving: ~500 bps Higher quality sell-through than targeted 600+ POS fresh allocation is done with in-depth planning Automated replenishment runs scheduled in seamless integrations for 600+ POS
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A rapidly expanding fine jewelry brand, specializing in silver, gold, and lab-grown diamonds, it swiftly grew to over 100 physical stores, alongside their digital presence. This explosive growth, including international expansion, created complex merchandising challenges. As they ventured into gold and lab-grown diamonds, optimizing inventory became critical. To streamline operations and support further growth, they partnered with Increff for advanced merchandising solution.
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Unified Fulfillment
Fulfill orders across D2C, e-commerce, quick commerce, marketplaces, wholesale, and offline retail from a single WMS platform.
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End-to-End Operations
Manage high SKU variety, large inventory volumes, all order types, and channel-specific needs with robust receiving, putaway, picking, packing, dispatch, and returns workflows.
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Effortless Scalability
Easily scale to multiple fulfillment centers, dark stores, mother hubs, and regional warehouses from a single WMS instance.
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Marketplace Excellence
Boost performance on every marketplace with seamless fulfillment, top seller ratings, and zero penalties.

Keep the Right Stock Cover at Every Node

  • Demand-Led Reorder Intelligence
  • SKU-Level Reorder Precision

Demand-Led Reorder Intelligence

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  • True ROS: Predicts a daily True ROS for every point-of-sale × style code, measured only on the days the style was actually live.
  • Unbroken Demand Calculation: Counts only the days a style was live with at least a minimum % representation of pivotal sizes, so real demand is never understated by stock-outs or broken size sets.
  • Seasonality & Target-Aware Adjustments: Intelligently adjusts the predicted ROS to account for seasonality and changes in revenue targets.
  • Potential Demand Identification: Uses attribute-group (AG) level ROS to predict demand for points of sale where the style code was never listed.
  • Minimum Base Stock: Automatically maintains a minimum cover while suggesting reorders, so top styles never drop off the floor.

SKU-Level Reorder Precision

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  • SKU-Level Reorder Precision: Calculates reorder quantities using stock, sales forecasts, lead time, safety stock, and cover days.
  • Performance-Based Classification: Tags styles by performance and discounting thresholds, so investment flows only to proven, full-price demand.
  • Lead-Time-Aware Reorder Logic: Projects closing inventory across the lead time (opening + inwards − sales) and reorders the gap to forecast demand for the coming cover period.
  • Dynamic Cover Management: Maintains the right stock cover as demand and lead times fluctuate.
  • WSSI/MSSI Monitoring: Guides in-season reorders based on sales, stock cover, inflow, and revenue goals.
  • Budget-Aware Reordering: Aligns reorder recommendations with the available Open-to-Buy budget, ensuring replenishment remains within the approved financial plan.

Frequently Asked Questions

What is reordering in retail merchandising?

Reordering is the process of automatically replenishing stock — especially bestsellers and NOOS (never-out-of-stock) lines — by calculating how much to reorder at the SKU level. It uses current stock, sales forecasts, lead time, safety stock, and target cover days to keep top styles available without overstocking.

How does Increff calculate reorder quantity?

Increff calculates reorder quantity from the target inventory needed to cover future demand, minus current and in-transit stock. Target sales are derived from each SKU's rate of sale (ROS) multiplied by target cover days, then adjusted for lead time, safety stock, and MOQ — so each SKU is reordered in the right quantity at the right time.

What are cover days in reordering?

Cover days are the number of days of future sales that inventory should cover after reordering. They define the forward horizon for reorder calculations, and Increff maintains the right cover dynamically as demand and lead times fluctuate, so stores neither run out nor hold excess.

How does Increff decide which styles to reorder?

Increff classifies styles based on performance and discounting thresholds — tagging them as Reorder 1, Reorder 2, or Don't Reorder — using metrics like revenue per day against category benchmarks. Only qualifying, full-priceperforming styles are selected for reorder, so investment flows to proven demand.