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AI ServicesCase study

AI-Powered Retail Operations Analytics

A multi-store retail chain struggled with inventory management, customer flow optimization, and demand forecasting. The client needed an intelligent solution to automate data collection and optimize decision-making in real-time.

Client contextA multi-store retail organisation
Retail analytics environment
Focused delivery across people, process, and technology.
01

Challenge

  • Inventory management
  • Customer flow
  • Demand forecasting
02

Solution

  • Forecasting model
  • Footfall heatmaps
  • Shelf monitoring
03

Outcome

  • Automated data collection supporting decisions

Approved outcomes

28%reduction in stockouts
15%improved customer satisfaction scores
12%increase in overall sales
18%reduced labor costs through automation

Technology stack

TensorFlowOpenCVAzure Machine LearningPower BIPython

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