Transforming Supply Chain Planning and Distribution to Improve Fulfilment and Reduce Stockouts for a Consumer Electronics Retailer

The Retailer is a consumer electronics retail business operating a multi-store network alongside online channels, selling a broad assortment of electronics and appliances. Its supply chain spans demand planning, distribution centre operations, and store replenishment across a fast-moving, seasonally volatile product range.

• Frequent stockouts on fast-moving SKUs during peak demand periods, driving lost sales and customer dissatisfaction
• Demand planning disconnected from actual store-level sell-through, leading to forecast error and misallocated inventory
• Distribution centre processes not optimised for the SKU mix and order profile, slowing replenishment cycles
• Limited coordination between planning, procurement, and store operations on promotional and seasonal demand spikes
• Excess inventory in slow-moving categories, tying up working capital while fast-movers remain out of stock

• Stockouts on fast-moving SKUs directly translate to lost sales, with out-of-stock rates in electronics retail commonly costing retailers several percentage points of potential revenue during peak periods (approx., industry benchmark)
• Consumer electronics has a high rate of product refresh and seasonal demand volatility, making planning accuracy a persistent structural challenge rather than a one-off fix
• In a competitive multi-channel retail environment, fulfilment reliability is a direct driver of customer loyalty and online conversion
• Left unresolved, the imbalance between excess slow-moving stock and fast-mover stockouts erodes margin and service levels at the same time

• Demand Planning Process Redesign
• Store-Level Sell-Through Forecasting Model
• Distribution Centre Workflow Optimisation
• Promotional & Seasonal Demand Playbook
• SKU Segmentation & Replenishment Policy
• Fulfilment & Stockout Performance Dashboard
• Phased Implementation Roadmap

20–30%

Reduction in stockouts on fast-moving SKUs (approx.)

15%

Improvement in demand forecast accuracy (approx.)

20%

Reduction in distribution centre replenishment cycle time (approx.)

10–15%

Reduction in excess slow-moving inventory (approx.)

90%+

Store network covered by the redesigned replenishment process (approx.)

2x

Faster response to promotional demand spikes (approx.)

Forecasting, distribution, and store operations now run on a demand-driven planning discipline anchored to actual sell-through rather than static assumptions. A segmented replenishment policy, optimised distribution workflows, and a live performance dashboard carry service levels through future demand cycles.