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Retail · Machine learning

Retail Analytics Platform

An analytics platform for retail chains providing real-time insights, inventory optimisation and customer behaviour analysis.

Industry
Retail
Discipline
Machine learning
Services
Web development, E-commerce, AI & automation
Stack
Python, scikit-learn, Node.js

The challenge

Multi-store retailers sit on rich point-of-sale data but often see it days late, scattered across systems. Store managers were deciding stock levels and promotions without a shared, current view of what was selling where.

What we built

We built a central analytics platform that brings store sales together in near real time, applies machine-learning models to inventory and customer behaviour, and surfaces the results as dashboards each role can act on.

  • Real-time sales visibility

    A single dashboard of sales across stores, categories and time periods, refreshed continuously instead of in end-of-week reports.

  • Inventory optimisation

    Models that highlight slow movers and likely stock-outs so replenishment can be planned before shelves go empty.

  • Customer behaviour analysis

    Basket and segment analysis to understand what customers buy together and how promotions change behaviour.

Services involved

Next case studyHealthcare AI Assistant

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