Smarter Reordering Cut Stockouts for a Regional Retail Chain

Introduction

A small regional retailer wanted to grow online sales without tying up cash in excess stock or frustrating customers with “out of stock” messages.

The Challenge

Stock levels were often wrong, leading to overselling online, emergency supplier orders, and staff time spent chasing inventory. Leadership needed a clearer view of what was selling, where, and when—without hiring extra back-office staff.

Solution & Implementation

We created a simple, connected inventory and ordering setup that updated in near real time. Sales from till systems and the online store flowed into one source of truth. We added an AI-driven reorder suggestion that considered seasonality, lead times, and promotions, and w implemented role-based access so managers could approve orders quickly. Operationally, the rollout focused on minimal disruption: a short pilot in one store, training via short videos, and weekly dashboards that owners could read in minutes.

Impact

• Stockouts reduced by ~35% within 10 weeks

• Inventory holding costs reduced by ~18% (less over-ordering)

• Online conversion increased by ~9% (fewer “out of stock” sessions)

• Store/admin time saved: ~10–12 hours/week across the team